[2021-06-11 18:46:03,633][root][INFO] - train: phase: train is_train: true exp_name: cityscapes_ours_new log_dir: /rhome/jhou/data/checkpoint/pri3d_now/finetune/cityscapes_ours_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/kitti/pretrain/1/models/checkpoint9.pth pretrained: imagenet backbone: Res50UNet dataset: name: Cityscapes size: - 180 - 360 augment: false chunk: false npoints: 80000 resize: true colorjitter: false random_crop: false [2021-06-11 18:46:10,062][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]) [2021-06-11 18:46:12,213][root][INFO] - Ignoring class 0 in IoU evaluation [2021-06-11 18:46:13,664][root][INFO] - ===> Number of trainable parameters: Semantic2D: 175319892 [2021-06-11 18:46:13,665][root][INFO] - ===> Loading weights: /rhome/jhou/data/checkpoint/pri3d_now/pretrain/kitti/pretrain/1/models/checkpoint9.pth [2021-06-11 18:46:15,839][root][INFO] - ===> Loaded weights: /rhome/jhou/data/checkpoint/pri3d_now/pretrain/kitti/pretrain/1/models/checkpoint9.pth [2021-06-11 18:46:16,055][root][INFO] - Training in device: cuda [2021-06-11 18:46:18,715][root][INFO] - Lr: 1.000e-02 | Epoch: [0][0/372] | Time 2.356 | Data 1.203 | Loss 3.1409 | IoU 0.016 [2021-06-11 18:46:23,313][root][INFO] - Lr: 9.997e-03 | Epoch: [0][10/372] | Time 0.651 | Data 0.173 | Loss 1.6803 | IoU 0.080 [2021-06-11 18:46:27,863][root][INFO] - Lr: 9.994e-03 | Epoch: [0][20/372] | Time 0.558 | Data 0.113 | Loss 1.3388 | IoU 0.110 [2021-06-11 18:46:32,441][root][INFO] - Lr: 9.991e-03 | Epoch: [0][30/372] | Time 0.526 | Data 0.092 | Loss 1.1827 | IoU 0.131 [2021-06-11 18:46:36,997][root][INFO] - Lr: 9.988e-03 | Epoch: [0][40/372] | Time 0.509 | Data 0.081 | Loss 1.0890 | IoU 0.142 [2021-06-11 18:46:41,621][root][INFO] - Lr: 9.985e-03 | Epoch: [0][50/372] | Time 0.500 | Data 0.075 | Loss 1.0095 | IoU 0.154 [2021-06-11 18:46:46,234][root][INFO] - Lr: 9.982e-03 | Epoch: [0][60/372] | Time 0.493 | Data 0.070 | Loss 0.9575 | IoU 0.163 [2021-06-11 18:46:50,839][root][INFO] - Lr: 9.979e-03 | Epoch: [0][70/372] | Time 0.489 | Data 0.067 | Loss 0.9090 | IoU 0.170 [2021-06-11 18:46:55,441][root][INFO] - Lr: 9.976e-03 | Epoch: [0][80/372] | Time 0.485 | Data 0.064 | Loss 0.8756 | IoU 0.176 [2021-06-11 18:47:00,096][root][INFO] - Lr: 9.972e-03 | Epoch: [0][90/372] | Time 0.483 | Data 0.062 | Loss 0.8465 | IoU 0.182 [2021-06-11 18:47:04,733][root][INFO] - Lr: 9.969e-03 | Epoch: [0][100/372] | Time 0.481 | Data 0.061 | Loss 0.8167 | IoU 0.188 [2021-06-11 18:47:09,342][root][INFO] - Lr: 9.966e-03 | Epoch: [0][110/372] | Time 0.479 | Data 0.060 | Loss 0.7957 | IoU 0.193 [2021-06-11 18:47:13,979][root][INFO] - Lr: 9.963e-03 | Epoch: [0][120/372] | Time 0.478 | Data 0.059 | Loss 0.7752 | IoU 0.197 [2021-06-11 18:47:18,585][root][INFO] - Lr: 9.960e-03 | Epoch: [0][130/372] | Time 0.477 | Data 0.058 | Loss 0.7562 | IoU 0.201 [2021-06-11 18:47:23,232][root][INFO] - Lr: 9.957e-03 | Epoch: [0][140/372] | Time 0.476 | Data 0.057 | Loss 0.7416 | IoU 0.204 [2021-06-11 18:47:27,893][root][INFO] - Lr: 9.954e-03 | Epoch: [0][150/372] | Time 0.475 | Data 0.056 | Loss 0.7288 | IoU 0.207 [2021-06-11 18:47:32,533][root][INFO] - Lr: 9.951e-03 | Epoch: [0][160/372] | Time 0.474 | Data 0.056 | Loss 0.7152 | IoU 0.211 [2021-06-11 18:47:37,189][root][INFO] - Lr: 9.948e-03 | Epoch: [0][170/372] | Time 0.474 | Data 0.055 | Loss 0.7037 | IoU 0.214 [2021-06-11 18:47:41,795][root][INFO] - Lr: 9.945e-03 | Epoch: [0][180/372] | Time 0.473 | Data 0.055 | Loss 0.6923 | IoU 0.216 [2021-06-11 18:47:46,433][root][INFO] - Lr: 9.942e-03 | Epoch: [0][190/372] | Time 0.473 | Data 0.054 | Loss 0.6838 | IoU 0.219 [2021-06-11 18:47:51,072][root][INFO] - Lr: 9.939e-03 | Epoch: [0][200/372] | Time 0.472 | Data 0.054 | Loss 0.6757 | IoU 0.221 [2021-06-11 18:47:55,711][root][INFO] - Lr: 9.936e-03 | Epoch: [0][210/372] | Time 0.472 | Data 0.053 | Loss 0.6671 | IoU 0.223 [2021-06-11 18:48:00,356][root][INFO] - Lr: 9.933e-03 | Epoch: [0][220/372] | Time 0.472 | Data 0.053 | Loss 0.6592 | IoU 0.225 [2021-06-11 18:48:04,984][root][INFO] - Lr: 9.930e-03 | Epoch: [0][230/372] | Time 0.471 | Data 0.053 | Loss 0.6501 | IoU 0.227 [2021-06-11 18:48:09,625][root][INFO] - Lr: 9.927e-03 | Epoch: [0][240/372] | Time 0.471 | Data 0.052 | Loss 0.6421 | IoU 0.229 [2021-06-11 18:48:14,339][root][INFO] - Lr: 9.924e-03 | Epoch: [0][250/372] | Time 0.471 | Data 0.052 | Loss 0.6338 | IoU 0.231 [2021-06-11 18:48:18,975][root][INFO] - Lr: 9.921e-03 | Epoch: [0][260/372] | Time 0.471 | Data 0.052 | Loss 0.6296 | IoU 0.233 [2021-06-11 18:48:23,600][root][INFO] - Lr: 9.918e-03 | Epoch: [0][270/372] | Time 0.470 | Data 0.052 | Loss 0.6237 | IoU 0.234 [2021-06-11 18:48:28,232][root][INFO] - Lr: 9.915e-03 | Epoch: [0][280/372] | Time 0.470 | Data 0.051 | Loss 0.6163 | IoU 0.236 [2021-06-11 18:48:32,877][root][INFO] - Lr: 9.912e-03 | Epoch: [0][290/372] | Time 0.470 | Data 0.051 | Loss 0.6102 | IoU 0.238 [2021-06-11 18:48:37,524][root][INFO] - Lr: 9.909e-03 | Epoch: [0][300/372] | Time 0.470 | Data 0.051 | Loss 0.6042 | IoU 0.240 [2021-06-11 18:48:42,188][root][INFO] - Lr: 9.906e-03 | Epoch: [0][310/372] | Time 0.470 | Data 0.051 | Loss 0.5979 | IoU 0.241 [2021-06-11 18:48:46,798][root][INFO] - Lr: 9.903e-03 | Epoch: [0][320/372] | Time 0.469 | Data 0.051 | Loss 0.5936 | IoU 0.243 [2021-06-11 18:48:51,459][root][INFO] - Lr: 9.900e-03 | Epoch: [0][330/372] | Time 0.469 | Data 0.051 | Loss 0.5877 | IoU 0.244 [2021-06-11 18:48:56,087][root][INFO] - Lr: 9.897e-03 | Epoch: [0][340/372] | Time 0.469 | Data 0.050 | Loss 0.5819 | IoU 0.246 [2021-06-11 18:49:00,747][root][INFO] - Lr: 9.894e-03 | Epoch: [0][350/372] | Time 0.469 | Data 0.050 | Loss 0.5782 | IoU 0.247 [2021-06-11 18:49:05,375][root][INFO] - Lr: 9.891e-03 | Epoch: [0][360/372] | Time 0.469 | Data 0.050 | Loss 0.5754 | IoU 0.248 [2021-06-11 18:49:09,950][root][INFO] - Lr: 9.888e-03 | Epoch: [0][370/372] | Time 0.468 | Data 0.050 | Loss 0.5707 | IoU 0.249 [2021-06-11 18:49:10,757][root][INFO] - 0/500 [2021-06-11 18:49:10,843][root][INFO] - 1/500 [2021-06-11 18:49:10,954][root][INFO] - 2/500 [2021-06-11 18:49:11,053][root][INFO] - 3/500 [2021-06-11 18:49:11,131][root][INFO] - 4/500 [2021-06-11 18:49:11,226][root][INFO] - 5/500 [2021-06-11 18:49:11,332][root][INFO] - 6/500 [2021-06-11 18:49:11,436][root][INFO] - 7/500 [2021-06-11 18:49:11,508][root][INFO] - 8/500 [2021-06-11 18:49:11,607][root][INFO] - 9/500 [2021-06-11 18:49:11,709][root][INFO] - 10/500 [2021-06-11 18:49:11,813][root][INFO] - 11/500 [2021-06-11 18:49:11,895][root][INFO] - 12/500 [2021-06-11 18:49:11,972][root][INFO] - 13/500 [2021-06-11 18:49:12,080][root][INFO] - 14/500 [2021-06-11 18:49:12,163][root][INFO] - 15/500 [2021-06-11 18:49:12,235][root][INFO] - 16/500 [2021-06-11 18:49:12,307][root][INFO] - 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483/500 [2021-06-11 18:49:56,677][root][INFO] - 484/500 [2021-06-11 18:49:56,781][root][INFO] - 485/500 [2021-06-11 18:49:56,885][root][INFO] - 486/500 [2021-06-11 18:49:56,964][root][INFO] - 487/500 [2021-06-11 18:49:57,039][root][INFO] - 488/500 [2021-06-11 18:49:57,156][root][INFO] - 489/500 [2021-06-11 18:49:57,248][root][INFO] - 490/500 [2021-06-11 18:49:57,324][root][INFO] - 491/500 [2021-06-11 18:49:57,396][root][INFO] - 492/500 [2021-06-11 18:49:57,468][root][INFO] - 493/500 [2021-06-11 18:49:57,539][root][INFO] - 494/500 [2021-06-11 18:49:57,610][root][INFO] - 495/500 [2021-06-11 18:49:57,681][root][INFO] - 496/500 [2021-06-11 18:49:57,751][root][INFO] - 497/500 [2021-06-11 18:49:57,822][root][INFO] - 498/500 [2021-06-11 18:49:57,894][root][INFO] - 499/500 [2021-06-11 18:49:58,049][root][INFO] - Validation set: Time avg per batch 0.095 Loss avg 0.5615 IoU avg 0.266 [2021-06-11 18:49:58,055][root][INFO] - ---> save checkpoint [2021-06-11 18:50:03,009][root][INFO] - Lr: 9.887e-03 | Epoch: [1][0/372] | Time 1.632 | Data 1.160 | Loss 0.5700 | IoU 0.249 [2021-06-11 18:50:07,864][root][INFO] - Lr: 9.884e-03 | Epoch: [1][10/372] | Time 0.592 | Data 0.163 | Loss 0.5660 | IoU 0.251 [2021-06-11 18:50:12,455][root][INFO] - Lr: 9.881e-03 | Epoch: [1][20/372] | Time 0.529 | Data 0.108 | Loss 0.5616 | IoU 0.252 [2021-06-11 18:50:17,030][root][INFO] - Lr: 9.878e-03 | Epoch: [1][30/372] | Time 0.506 | Data 0.087 | Loss 0.5573 | IoU 0.254 [2021-06-11 18:50:21,630][root][INFO] - Lr: 9.875e-03 | Epoch: [1][40/372] | Time 0.494 | Data 0.077 | Loss 0.5528 | IoU 0.255 [2021-06-11 18:50:26,239][root][INFO] - Lr: 9.872e-03 | Epoch: [1][50/372] | Time 0.488 | Data 0.071 | Loss 0.5502 | IoU 0.256 [2021-06-11 18:50:30,833][root][INFO] - Lr: 9.869e-03 | Epoch: [1][60/372] | Time 0.483 | Data 0.067 | Loss 0.5463 | IoU 0.258 [2021-06-11 18:50:35,419][root][INFO] - Lr: 9.866e-03 | Epoch: [1][70/372] | Time 0.480 | Data 0.063 | Loss 0.5428 | IoU 0.259 [2021-06-11 18:50:40,045][root][INFO] - Lr: 9.863e-03 | Epoch: [1][80/372] | Time 0.478 | Data 0.061 | Loss 0.5395 | IoU 0.260 [2021-06-11 18:50:44,642][root][INFO] - Lr: 9.860e-03 | Epoch: [1][90/372] | Time 0.476 | Data 0.059 | Loss 0.5363 | IoU 0.261 [2021-06-11 18:50:49,249][root][INFO] - Lr: 9.857e-03 | Epoch: [1][100/372] | Time 0.474 | Data 0.058 | Loss 0.5339 | IoU 0.262 [2021-06-11 18:50:53,826][root][INFO] - Lr: 9.854e-03 | Epoch: [1][110/372] | Time 0.473 | Data 0.056 | Loss 0.5315 | IoU 0.263 [2021-06-11 18:50:58,449][root][INFO] - Lr: 9.851e-03 | Epoch: [1][120/372] | Time 0.472 | Data 0.056 | Loss 0.5285 | IoU 0.264 [2021-06-11 18:51:03,063][root][INFO] - Lr: 9.848e-03 | Epoch: [1][130/372] | Time 0.471 | Data 0.055 | Loss 0.5254 | IoU 0.265 [2021-06-11 18:51:07,671][root][INFO] - Lr: 9.845e-03 | Epoch: [1][140/372] | Time 0.470 | Data 0.054 | Loss 0.5223 | IoU 0.267 [2021-06-11 18:51:12,320][root][INFO] - Lr: 9.842e-03 | Epoch: [1][150/372] | Time 0.470 | Data 0.053 | Loss 0.5199 | IoU 0.268 [2021-06-11 18:51:16,949][root][INFO] - Lr: 9.839e-03 | Epoch: [1][160/372] | Time 0.469 | Data 0.053 | Loss 0.5174 | IoU 0.269 [2021-06-11 18:51:21,581][root][INFO] - Lr: 9.836e-03 | Epoch: [1][170/372] | Time 0.469 | Data 0.053 | Loss 0.5151 | IoU 0.270 [2021-06-11 18:51:26,209][root][INFO] - Lr: 9.833e-03 | Epoch: [1][180/372] | Time 0.469 | Data 0.052 | Loss 0.5125 | IoU 0.271 [2021-06-11 18:51:30,826][root][INFO] - Lr: 9.830e-03 | Epoch: [1][190/372] | Time 0.468 | Data 0.052 | Loss 0.5099 | IoU 0.272 [2021-06-11 18:51:35,456][root][INFO] - Lr: 9.827e-03 | Epoch: [1][200/372] | Time 0.468 | Data 0.051 | Loss 0.5082 | IoU 0.273 [2021-06-11 18:51:40,118][root][INFO] - Lr: 9.824e-03 | Epoch: [1][210/372] | Time 0.468 | Data 0.051 | Loss 0.5060 | IoU 0.274 [2021-06-11 18:51:44,792][root][INFO] - Lr: 9.820e-03 | Epoch: [1][220/372] | Time 0.468 | Data 0.051 | Loss 0.5035 | IoU 0.275 [2021-06-11 18:51:49,459][root][INFO] - Lr: 9.817e-03 | Epoch: [1][230/372] | Time 0.468 | Data 0.051 | Loss 0.5017 | IoU 0.276 [2021-06-11 18:51:54,090][root][INFO] - Lr: 9.814e-03 | Epoch: [1][240/372] | Time 0.468 | Data 0.051 | Loss 0.4999 | IoU 0.276 [2021-06-11 18:51:58,704][root][INFO] - Lr: 9.811e-03 | Epoch: [1][250/372] | Time 0.468 | Data 0.051 | Loss 0.4978 | IoU 0.277 [2021-06-11 18:52:03,347][root][INFO] - Lr: 9.808e-03 | Epoch: [1][260/372] | Time 0.467 | Data 0.050 | Loss 0.4961 | IoU 0.278 [2021-06-11 18:52:07,983][root][INFO] - Lr: 9.805e-03 | Epoch: [1][270/372] | Time 0.467 | Data 0.050 | Loss 0.4943 | IoU 0.279 [2021-06-11 18:52:12,612][root][INFO] - Lr: 9.802e-03 | Epoch: [1][280/372] | Time 0.467 | Data 0.050 | Loss 0.4921 | IoU 0.280 [2021-06-11 18:52:17,232][root][INFO] - Lr: 9.799e-03 | Epoch: [1][290/372] | Time 0.467 | Data 0.050 | Loss 0.4903 | IoU 0.280 [2021-06-11 18:52:21,884][root][INFO] - Lr: 9.796e-03 | Epoch: [1][300/372] | Time 0.467 | Data 0.050 | Loss 0.4882 | IoU 0.281 [2021-06-11 18:52:26,508][root][INFO] - Lr: 9.793e-03 | Epoch: [1][310/372] | Time 0.467 | Data 0.050 | Loss 0.4866 | IoU 0.282 [2021-06-11 18:52:31,145][root][INFO] - Lr: 9.790e-03 | Epoch: [1][320/372] | Time 0.467 | Data 0.049 | Loss 0.4848 | IoU 0.283 [2021-06-11 18:52:35,802][root][INFO] - Lr: 9.787e-03 | Epoch: [1][330/372] | Time 0.466 | Data 0.049 | Loss 0.4829 | IoU 0.284 [2021-06-11 18:52:40,462][root][INFO] - Lr: 9.784e-03 | Epoch: [1][340/372] | Time 0.467 | Data 0.049 | Loss 0.4816 | IoU 0.285 [2021-06-11 18:52:45,099][root][INFO] - Lr: 9.781e-03 | Epoch: [1][350/372] | Time 0.466 | Data 0.049 | Loss 0.4793 | IoU 0.286 [2021-06-11 18:52:49,740][root][INFO] - Lr: 9.778e-03 | Epoch: [1][360/372] | Time 0.466 | Data 0.049 | Loss 0.4777 | IoU 0.287 [2021-06-11 18:52:54,328][root][INFO] - Lr: 9.775e-03 | Epoch: [1][370/372] | Time 0.466 | Data 0.049 | Loss 0.4759 | IoU 0.287 [2021-06-11 18:52:56,581][root][INFO] - Lr: 9.774e-03 | Epoch: [2][0/372] | Time 1.691 | Data 1.211 | Loss 0.4756 | IoU 0.287 [2021-06-11 18:53:01,337][root][INFO] - Lr: 9.771e-03 | Epoch: [2][10/372] | Time 0.589 | Data 0.162 | Loss 0.4737 | IoU 0.288 [2021-06-11 18:53:06,007][root][INFO] - Lr: 9.768e-03 | Epoch: [2][20/372] | Time 0.531 | Data 0.108 | Loss 0.4721 | IoU 0.289 [2021-06-11 18:53:10,659][root][INFO] - Lr: 9.765e-03 | Epoch: [2][30/372] | Time 0.510 | Data 0.089 | Loss 0.4701 | IoU 0.290 [2021-06-11 18:53:15,319][root][INFO] - Lr: 9.762e-03 | Epoch: [2][40/372] | Time 0.499 | Data 0.079 | Loss 0.4687 | IoU 0.291 [2021-06-11 18:53:19,949][root][INFO] - Lr: 9.759e-03 | Epoch: [2][50/372] | Time 0.492 | Data 0.072 | Loss 0.4672 | IoU 0.291 [2021-06-11 18:53:24,624][root][INFO] - Lr: 9.756e-03 | Epoch: [2][60/372] | Time 0.488 | Data 0.068 | Loss 0.4655 | IoU 0.292 [2021-06-11 18:53:29,253][root][INFO] - Lr: 9.753e-03 | Epoch: [2][70/372] | Time 0.484 | Data 0.065 | Loss 0.4644 | IoU 0.293 [2021-06-11 18:53:33,907][root][INFO] - Lr: 9.750e-03 | Epoch: [2][80/372] | Time 0.482 | Data 0.063 | Loss 0.4627 | IoU 0.294 [2021-06-11 18:53:38,529][root][INFO] - Lr: 9.747e-03 | Epoch: [2][90/372] | Time 0.480 | Data 0.061 | Loss 0.4612 | IoU 0.294 [2021-06-11 18:53:43,155][root][INFO] - Lr: 9.744e-03 | Epoch: [2][100/372] | Time 0.478 | Data 0.059 | Loss 0.4600 | IoU 0.295 [2021-06-11 18:53:47,823][root][INFO] - Lr: 9.741e-03 | Epoch: [2][110/372] | Time 0.477 | Data 0.058 | Loss 0.4584 | IoU 0.296 [2021-06-11 18:53:52,468][root][INFO] - Lr: 9.738e-03 | Epoch: [2][120/372] | Time 0.476 | Data 0.057 | Loss 0.4571 | IoU 0.296 [2021-06-11 18:53:57,095][root][INFO] - Lr: 9.735e-03 | Epoch: [2][130/372] | Time 0.475 | Data 0.056 | Loss 0.4559 | IoU 0.297 [2021-06-11 18:54:01,722][root][INFO] - Lr: 9.732e-03 | Epoch: [2][140/372] | Time 0.474 | Data 0.055 | Loss 0.4546 | IoU 0.298 [2021-06-11 18:54:06,355][root][INFO] - Lr: 9.729e-03 | Epoch: [2][150/372] | Time 0.473 | Data 0.055 | Loss 0.4534 | IoU 0.298 [2021-06-11 18:54:11,003][root][INFO] - Lr: 9.726e-03 | Epoch: [2][160/372] | Time 0.473 | Data 0.054 | Loss 0.4522 | IoU 0.299 [2021-06-11 18:54:15,637][root][INFO] - Lr: 9.723e-03 | Epoch: [2][170/372] | Time 0.472 | Data 0.054 | Loss 0.4507 | IoU 0.300 [2021-06-11 18:54:20,265][root][INFO] - Lr: 9.720e-03 | Epoch: [2][180/372] | Time 0.472 | Data 0.053 | Loss 0.4495 | IoU 0.300 [2021-06-11 18:54:24,912][root][INFO] - Lr: 9.717e-03 | Epoch: [2][190/372] | Time 0.472 | Data 0.053 | Loss 0.4483 | IoU 0.301 [2021-06-11 18:54:29,563][root][INFO] - Lr: 9.714e-03 | Epoch: [2][200/372] | Time 0.471 | Data 0.052 | Loss 0.4473 | IoU 0.302 [2021-06-11 18:54:34,221][root][INFO] - Lr: 9.711e-03 | Epoch: [2][210/372] | Time 0.471 | Data 0.052 | Loss 0.4459 | IoU 0.303 [2021-06-11 18:54:38,843][root][INFO] - Lr: 9.708e-03 | Epoch: [2][220/372] | Time 0.471 | Data 0.052 | Loss 0.4450 | IoU 0.303 [2021-06-11 18:54:43,491][root][INFO] - Lr: 9.705e-03 | Epoch: [2][230/372] | Time 0.470 | Data 0.051 | Loss 0.4439 | IoU 0.304 [2021-06-11 18:54:48,167][root][INFO] - Lr: 9.702e-03 | Epoch: [2][240/372] | Time 0.470 | Data 0.051 | Loss 0.4428 | IoU 0.305 [2021-06-11 18:54:52,819][root][INFO] - Lr: 9.699e-03 | Epoch: [2][250/372] | Time 0.470 | Data 0.051 | Loss 0.4417 | IoU 0.305 [2021-06-11 18:54:57,462][root][INFO] - Lr: 9.696e-03 | Epoch: [2][260/372] | Time 0.470 | Data 0.051 | Loss 0.4405 | IoU 0.306 [2021-06-11 18:55:02,093][root][INFO] - Lr: 9.693e-03 | Epoch: [2][270/372] | Time 0.470 | Data 0.051 | Loss 0.4394 | IoU 0.306 [2021-06-11 18:55:06,746][root][INFO] - Lr: 9.689e-03 | Epoch: [2][280/372] | Time 0.469 | Data 0.051 | Loss 0.4385 | IoU 0.307 [2021-06-11 18:55:11,383][root][INFO] - Lr: 9.686e-03 | Epoch: [2][290/372] | Time 0.469 | Data 0.050 | Loss 0.4375 | IoU 0.307 [2021-06-11 18:55:16,019][root][INFO] - Lr: 9.683e-03 | Epoch: [2][300/372] | Time 0.469 | Data 0.050 | Loss 0.4367 | IoU 0.308 [2021-06-11 18:55:20,672][root][INFO] - Lr: 9.680e-03 | Epoch: [2][310/372] | Time 0.469 | Data 0.050 | Loss 0.4355 | IoU 0.308 [2021-06-11 18:55:25,361][root][INFO] - Lr: 9.677e-03 | Epoch: [2][320/372] | Time 0.469 | Data 0.050 | Loss 0.4344 | IoU 0.309 [2021-06-11 18:55:30,035][root][INFO] - Lr: 9.674e-03 | Epoch: [2][330/372] | Time 0.469 | Data 0.050 | Loss 0.4334 | IoU 0.309 [2021-06-11 18:55:34,676][root][INFO] - Lr: 9.671e-03 | Epoch: [2][340/372] | Time 0.469 | Data 0.050 | Loss 0.4324 | IoU 0.310 [2021-06-11 18:55:39,299][root][INFO] - Lr: 9.668e-03 | Epoch: [2][350/372] | Time 0.469 | Data 0.050 | Loss 0.4314 | IoU 0.311 [2021-06-11 18:55:43,996][root][INFO] - Lr: 9.665e-03 | Epoch: [2][360/372] | Time 0.469 | Data 0.050 | Loss 0.4302 | IoU 0.311 [2021-06-11 18:55:48,575][root][INFO] - Lr: 9.662e-03 | Epoch: [2][370/372] | Time 0.468 | Data 0.050 | Loss 0.4290 | IoU 0.312 [2021-06-11 18:55:50,733][root][INFO] - Lr: 9.662e-03 | Epoch: [3][0/372] | Time 1.634 | Data 1.204 | Loss 0.4288 | IoU 0.312 [2021-06-11 18:55:55,651][root][INFO] - Lr: 9.659e-03 | Epoch: [3][10/372] | Time 0.599 | Data 0.156 | Loss 0.4279 | IoU 0.312 [2021-06-11 18:56:00,308][root][INFO] - Lr: 9.655e-03 | Epoch: [3][20/372] | Time 0.534 | Data 0.102 | Loss 0.4269 | IoU 0.313 [2021-06-11 18:56:04,943][root][INFO] - Lr: 9.652e-03 | Epoch: [3][30/372] | Time 0.511 | Data 0.084 | Loss 0.4259 | IoU 0.314 [2021-06-11 18:56:09,597][root][INFO] - Lr: 9.649e-03 | Epoch: [3][40/372] | Time 0.500 | Data 0.075 | Loss 0.4252 | IoU 0.314 [2021-06-11 18:56:14,232][root][INFO] - Lr: 9.646e-03 | Epoch: [3][50/372] | Time 0.493 | Data 0.069 | Loss 0.4242 | IoU 0.315 [2021-06-11 18:56:18,882][root][INFO] - Lr: 9.643e-03 | Epoch: [3][60/372] | Time 0.488 | Data 0.066 | Loss 0.4232 | IoU 0.315 [2021-06-11 18:56:23,524][root][INFO] - Lr: 9.640e-03 | Epoch: [3][70/372] | Time 0.485 | Data 0.063 | Loss 0.4224 | IoU 0.316 [2021-06-11 18:56:28,171][root][INFO] - Lr: 9.637e-03 | Epoch: [3][80/372] | Time 0.482 | Data 0.061 | Loss 0.4214 | IoU 0.316 [2021-06-11 18:56:32,821][root][INFO] - Lr: 9.634e-03 | Epoch: [3][90/372] | Time 0.480 | Data 0.060 | Loss 0.4205 | IoU 0.317 [2021-06-11 18:56:37,480][root][INFO] - Lr: 9.631e-03 | Epoch: [3][100/372] | Time 0.479 | Data 0.058 | Loss 0.4195 | IoU 0.317 [2021-06-11 18:56:42,137][root][INFO] - Lr: 9.628e-03 | Epoch: [3][110/372] | Time 0.478 | Data 0.057 | Loss 0.4185 | IoU 0.318 [2021-06-11 18:56:46,771][root][INFO] - Lr: 9.625e-03 | Epoch: [3][120/372] | Time 0.477 | Data 0.056 | Loss 0.4174 | IoU 0.319 [2021-06-11 18:56:51,418][root][INFO] - Lr: 9.622e-03 | Epoch: [3][130/372] | Time 0.476 | Data 0.055 | Loss 0.4165 | IoU 0.319 [2021-06-11 18:56:56,058][root][INFO] - Lr: 9.619e-03 | Epoch: [3][140/372] | Time 0.475 | Data 0.055 | Loss 0.4155 | IoU 0.320 [2021-06-11 18:57:00,716][root][INFO] - Lr: 9.616e-03 | Epoch: [3][150/372] | Time 0.474 | Data 0.054 | Loss 0.4145 | IoU 0.320 [2021-06-11 18:57:05,389][root][INFO] - Lr: 9.613e-03 | Epoch: [3][160/372] | Time 0.474 | Data 0.054 | Loss 0.4134 | IoU 0.321 [2021-06-11 18:57:10,001][root][INFO] - Lr: 9.610e-03 | Epoch: [3][170/372] | Time 0.473 | Data 0.054 | Loss 0.4125 | IoU 0.321 [2021-06-11 18:57:14,654][root][INFO] - Lr: 9.607e-03 | Epoch: [3][180/372] | Time 0.473 | Data 0.053 | Loss 0.4119 | IoU 0.321 [2021-06-11 18:57:19,294][root][INFO] - Lr: 9.604e-03 | Epoch: [3][190/372] | Time 0.472 | Data 0.053 | Loss 0.4109 | IoU 0.322 [2021-06-11 18:57:23,949][root][INFO] - Lr: 9.601e-03 | Epoch: [3][200/372] | Time 0.472 | Data 0.053 | Loss 0.4102 | IoU 0.322 [2021-06-11 18:57:28,590][root][INFO] - Lr: 9.598e-03 | Epoch: [3][210/372] | Time 0.471 | Data 0.052 | Loss 0.4096 | IoU 0.323 [2021-06-11 18:57:33,223][root][INFO] - Lr: 9.595e-03 | Epoch: [3][220/372] | Time 0.471 | Data 0.052 | Loss 0.4090 | IoU 0.323 [2021-06-11 18:57:37,874][root][INFO] - Lr: 9.592e-03 | Epoch: [3][230/372] | Time 0.471 | Data 0.052 | Loss 0.4082 | IoU 0.324 [2021-06-11 18:57:42,518][root][INFO] - Lr: 9.589e-03 | Epoch: [3][240/372] | Time 0.471 | Data 0.051 | Loss 0.4076 | IoU 0.324 [2021-06-11 18:57:47,121][root][INFO] - Lr: 9.586e-03 | Epoch: [3][250/372] | Time 0.470 | Data 0.051 | Loss 0.4068 | IoU 0.325 [2021-06-11 18:57:51,758][root][INFO] - Lr: 9.583e-03 | Epoch: [3][260/372] | Time 0.470 | Data 0.051 | Loss 0.4061 | IoU 0.325 [2021-06-11 18:57:56,393][root][INFO] - Lr: 9.580e-03 | Epoch: [3][270/372] | Time 0.470 | Data 0.051 | Loss 0.4053 | IoU 0.326 [2021-06-11 18:58:01,005][root][INFO] - Lr: 9.577e-03 | Epoch: [3][280/372] | Time 0.469 | Data 0.050 | Loss 0.4045 | IoU 0.326 [2021-06-11 18:58:05,639][root][INFO] - Lr: 9.573e-03 | Epoch: [3][290/372] | Time 0.469 | Data 0.050 | Loss 0.4036 | IoU 0.326 [2021-06-11 18:58:10,270][root][INFO] - Lr: 9.570e-03 | Epoch: [3][300/372] | Time 0.469 | Data 0.050 | Loss 0.4028 | IoU 0.327 [2021-06-11 18:58:14,896][root][INFO] - Lr: 9.567e-03 | Epoch: [3][310/372] | Time 0.469 | Data 0.050 | Loss 0.4022 | IoU 0.327 [2021-06-11 18:58:19,526][root][INFO] - Lr: 9.564e-03 | Epoch: [3][320/372] | Time 0.469 | Data 0.050 | Loss 0.4017 | IoU 0.327 [2021-06-11 18:58:24,167][root][INFO] - Lr: 9.561e-03 | Epoch: [3][330/372] | Time 0.468 | Data 0.050 | Loss 0.4011 | IoU 0.328 [2021-06-11 18:58:28,807][root][INFO] - Lr: 9.558e-03 | Epoch: [3][340/372] | Time 0.468 | Data 0.049 | Loss 0.4005 | IoU 0.328 [2021-06-11 18:58:33,477][root][INFO] - Lr: 9.555e-03 | Epoch: [3][350/372] | Time 0.468 | Data 0.049 | Loss 0.3998 | IoU 0.329 [2021-06-11 18:58:38,119][root][INFO] - Lr: 9.552e-03 | Epoch: [3][360/372] | Time 0.468 | Data 0.049 | Loss 0.3989 | IoU 0.329 [2021-06-11 18:58:42,695][root][INFO] - Lr: 9.549e-03 | Epoch: [3][370/372] | Time 0.468 | Data 0.049 | Loss 0.3983 | IoU 0.330 [2021-06-11 18:58:44,964][root][INFO] - Lr: 9.549e-03 | Epoch: [4][0/372] | Time 1.662 | Data 1.227 | Loss 0.3981 | IoU 0.330 [2021-06-11 18:58:49,799][root][INFO] - Lr: 9.546e-03 | Epoch: [4][10/372] | Time 0.594 | Data 0.169 | Loss 0.3974 | IoU 0.330 [2021-06-11 18:58:54,433][root][INFO] - Lr: 9.542e-03 | Epoch: [4][20/372] | Time 0.532 | Data 0.110 | Loss 0.3966 | IoU 0.331 [2021-06-11 18:58:59,078][root][INFO] - Lr: 9.539e-03 | Epoch: [4][30/372] | Time 0.510 | Data 0.090 | Loss 0.3957 | IoU 0.331 [2021-06-11 18:59:03,710][root][INFO] - Lr: 9.536e-03 | Epoch: [4][40/372] | Time 0.499 | Data 0.079 | Loss 0.3950 | IoU 0.332 [2021-06-11 18:59:08,344][root][INFO] - Lr: 9.533e-03 | Epoch: [4][50/372] | Time 0.492 | Data 0.073 | Loss 0.3944 | IoU 0.332 [2021-06-11 18:59:12,974][root][INFO] - Lr: 9.530e-03 | Epoch: [4][60/372] | Time 0.487 | Data 0.068 | Loss 0.3936 | IoU 0.333 [2021-06-11 18:59:17,585][root][INFO] - Lr: 9.527e-03 | Epoch: [4][70/372] | Time 0.483 | Data 0.065 | Loss 0.3929 | IoU 0.333 [2021-06-11 18:59:22,237][root][INFO] - Lr: 9.524e-03 | Epoch: [4][80/372] | Time 0.481 | Data 0.063 | Loss 0.3923 | IoU 0.333 [2021-06-11 18:59:26,881][root][INFO] - Lr: 9.521e-03 | Epoch: [4][90/372] | Time 0.479 | Data 0.061 | Loss 0.3917 | IoU 0.334 [2021-06-11 18:59:31,513][root][INFO] - Lr: 9.518e-03 | Epoch: [4][100/372] | Time 0.478 | Data 0.059 | Loss 0.3909 | IoU 0.334 [2021-06-11 18:59:36,180][root][INFO] - Lr: 9.515e-03 | Epoch: [4][110/372] | Time 0.477 | Data 0.058 | Loss 0.3900 | IoU 0.335 [2021-06-11 18:59:40,776][root][INFO] - Lr: 9.512e-03 | Epoch: [4][120/372] | Time 0.475 | Data 0.057 | Loss 0.3896 | IoU 0.335 [2021-06-11 18:59:45,415][root][INFO] - Lr: 9.509e-03 | Epoch: [4][130/372] | Time 0.474 | Data 0.056 | Loss 0.3892 | IoU 0.335 [2021-06-11 18:59:50,069][root][INFO] - Lr: 9.506e-03 | Epoch: [4][140/372] | Time 0.474 | Data 0.055 | Loss 0.3885 | IoU 0.336 [2021-06-11 18:59:54,715][root][INFO] - Lr: 9.503e-03 | Epoch: [4][150/372] | Time 0.473 | Data 0.055 | Loss 0.3879 | IoU 0.336 [2021-06-11 18:59:59,332][root][INFO] - Lr: 9.500e-03 | Epoch: [4][160/372] | Time 0.472 | Data 0.054 | Loss 0.3874 | IoU 0.337 [2021-06-11 19:00:04,005][root][INFO] - Lr: 9.497e-03 | Epoch: [4][170/372] | Time 0.472 | Data 0.054 | Loss 0.3867 | IoU 0.337 [2021-06-11 19:00:08,664][root][INFO] - Lr: 9.494e-03 | Epoch: [4][180/372] | Time 0.472 | Data 0.054 | Loss 0.3862 | IoU 0.337 [2021-06-11 19:00:13,332][root][INFO] - Lr: 9.491e-03 | Epoch: [4][190/372] | Time 0.472 | Data 0.053 | Loss 0.3855 | IoU 0.338 [2021-06-11 19:00:18,014][root][INFO] - Lr: 9.488e-03 | Epoch: [4][200/372] | Time 0.471 | Data 0.053 | Loss 0.3849 | IoU 0.338 [2021-06-11 19:00:22,646][root][INFO] - Lr: 9.485e-03 | Epoch: [4][210/372] | Time 0.471 | Data 0.053 | Loss 0.3841 | IoU 0.338 [2021-06-11 19:00:27,306][root][INFO] - Lr: 9.482e-03 | Epoch: [4][220/372] | Time 0.471 | Data 0.052 | Loss 0.3835 | IoU 0.339 [2021-06-11 19:00:31,955][root][INFO] - Lr: 9.479e-03 | Epoch: [4][230/372] | Time 0.471 | Data 0.052 | Loss 0.3830 | IoU 0.339 [2021-06-11 19:00:36,622][root][INFO] - Lr: 9.476e-03 | Epoch: [4][240/372] | Time 0.470 | Data 0.052 | Loss 0.3824 | IoU 0.339 [2021-06-11 19:00:41,276][root][INFO] - Lr: 9.473e-03 | Epoch: [4][250/372] | Time 0.470 | Data 0.052 | Loss 0.3819 | IoU 0.340 [2021-06-11 19:00:45,901][root][INFO] - Lr: 9.469e-03 | Epoch: [4][260/372] | Time 0.470 | Data 0.052 | Loss 0.3812 | IoU 0.340 [2021-06-11 19:00:50,530][root][INFO] - Lr: 9.466e-03 | Epoch: [4][270/372] | Time 0.470 | Data 0.051 | Loss 0.3806 | IoU 0.341 [2021-06-11 19:00:55,157][root][INFO] - Lr: 9.463e-03 | Epoch: [4][280/372] | Time 0.469 | Data 0.051 | Loss 0.3801 | IoU 0.341 [2021-06-11 19:00:59,778][root][INFO] - Lr: 9.460e-03 | Epoch: [4][290/372] | Time 0.469 | Data 0.051 | Loss 0.3795 | IoU 0.342 [2021-06-11 19:01:04,451][root][INFO] - Lr: 9.457e-03 | Epoch: [4][300/372] | Time 0.469 | Data 0.051 | Loss 0.3789 | IoU 0.342 [2021-06-11 19:01:09,076][root][INFO] - Lr: 9.454e-03 | Epoch: [4][310/372] | Time 0.469 | Data 0.051 | Loss 0.3783 | IoU 0.342 [2021-06-11 19:01:13,707][root][INFO] - Lr: 9.451e-03 | Epoch: [4][320/372] | Time 0.469 | Data 0.050 | Loss 0.3777 | IoU 0.343 [2021-06-11 19:01:18,356][root][INFO] - Lr: 9.448e-03 | Epoch: [4][330/372] | Time 0.468 | Data 0.050 | Loss 0.3772 | IoU 0.343 [2021-06-11 19:01:23,009][root][INFO] - Lr: 9.445e-03 | Epoch: [4][340/372] | Time 0.468 | Data 0.050 | Loss 0.3767 | IoU 0.343 [2021-06-11 19:01:27,656][root][INFO] - Lr: 9.442e-03 | Epoch: [4][350/372] | Time 0.468 | Data 0.050 | Loss 0.3762 | IoU 0.344 [2021-06-11 19:01:32,289][root][INFO] - Lr: 9.439e-03 | Epoch: [4][360/372] | Time 0.468 | Data 0.050 | Loss 0.3757 | IoU 0.344 [2021-06-11 19:01:36,889][root][INFO] - Lr: 9.436e-03 | Epoch: [4][370/372] | Time 0.468 | Data 0.050 | Loss 0.3752 | IoU 0.344 [2021-06-11 19:01:39,136][root][INFO] - Lr: 9.435e-03 | Epoch: [5][0/372] | Time 1.665 | Data 1.186 | Loss 0.3752 | IoU 0.344 [2021-06-11 19:01:43,904][root][INFO] - Lr: 9.432e-03 | Epoch: [5][10/372] | Time 0.589 | Data 0.161 | Loss 0.3746 | IoU 0.345 [2021-06-11 19:01:48,518][root][INFO] - Lr: 9.429e-03 | Epoch: [5][20/372] | Time 0.528 | Data 0.105 | Loss 0.3740 | IoU 0.345 [2021-06-11 19:01:53,139][root][INFO] - Lr: 9.426e-03 | Epoch: [5][30/372] | Time 0.507 | Data 0.085 | Loss 0.3734 | IoU 0.345 [2021-06-11 19:01:57,834][root][INFO] - Lr: 9.423e-03 | Epoch: [5][40/372] | Time 0.498 | Data 0.077 | Loss 0.3728 | IoU 0.346 [2021-06-11 19:02:02,501][root][INFO] - Lr: 9.420e-03 | Epoch: [5][50/372] | Time 0.492 | Data 0.071 | Loss 0.3723 | IoU 0.346 [2021-06-11 19:02:07,138][root][INFO] - Lr: 9.417e-03 | Epoch: [5][60/372] | Time 0.487 | Data 0.067 | Loss 0.3717 | IoU 0.347 [2021-06-11 19:02:11,806][root][INFO] - Lr: 9.414e-03 | Epoch: [5][70/372] | Time 0.484 | Data 0.064 | Loss 0.3712 | IoU 0.347 [2021-06-11 19:02:16,465][root][INFO] - Lr: 9.411e-03 | Epoch: [5][80/372] | Time 0.482 | Data 0.062 | Loss 0.3707 | IoU 0.347 [2021-06-11 19:02:21,118][root][INFO] - Lr: 9.408e-03 | Epoch: [5][90/372] | Time 0.480 | Data 0.060 | Loss 0.3701 | IoU 0.348 [2021-06-11 19:02:25,752][root][INFO] - Lr: 9.405e-03 | Epoch: [5][100/372] | Time 0.478 | Data 0.059 | Loss 0.3697 | IoU 0.348 [2021-06-11 19:02:30,385][root][INFO] - Lr: 9.402e-03 | Epoch: [5][110/372] | Time 0.477 | Data 0.058 | Loss 0.3692 | IoU 0.348 [2021-06-11 19:02:35,030][root][INFO] - Lr: 9.399e-03 | Epoch: [5][120/372] | Time 0.476 | Data 0.057 | Loss 0.3686 | IoU 0.349 [2021-06-11 19:02:39,687][root][INFO] - Lr: 9.396e-03 | Epoch: [5][130/372] | Time 0.475 | Data 0.056 | Loss 0.3681 | IoU 0.349 [2021-06-11 19:02:44,353][root][INFO] - Lr: 9.393e-03 | Epoch: [5][140/372] | Time 0.475 | Data 0.056 | Loss 0.3677 | IoU 0.350 [2021-06-11 19:02:48,995][root][INFO] - Lr: 9.390e-03 | Epoch: [5][150/372] | Time 0.474 | Data 0.055 | Loss 0.3670 | IoU 0.350 [2021-06-11 19:02:53,650][root][INFO] - Lr: 9.387e-03 | Epoch: [5][160/372] | Time 0.473 | Data 0.054 | Loss 0.3666 | IoU 0.350 [2021-06-11 19:02:58,261][root][INFO] - Lr: 9.384e-03 | Epoch: [5][170/372] | Time 0.473 | Data 0.054 | Loss 0.3660 | IoU 0.351 [2021-06-11 19:03:02,949][root][INFO] - Lr: 9.381e-03 | Epoch: [5][180/372] | Time 0.472 | Data 0.053 | Loss 0.3655 | IoU 0.351 [2021-06-11 19:03:07,605][root][INFO] - Lr: 9.378e-03 | Epoch: [5][190/372] | Time 0.472 | Data 0.053 | Loss 0.3651 | IoU 0.351 [2021-06-11 19:03:12,254][root][INFO] - Lr: 9.375e-03 | Epoch: [5][200/372] | Time 0.472 | Data 0.053 | Loss 0.3645 | IoU 0.352 [2021-06-11 19:03:16,864][root][INFO] - Lr: 9.371e-03 | Epoch: [5][210/372] | Time 0.471 | Data 0.052 | Loss 0.3641 | IoU 0.352 [2021-06-11 19:03:21,484][root][INFO] - Lr: 9.368e-03 | Epoch: [5][220/372] | Time 0.471 | Data 0.052 | Loss 0.3637 | IoU 0.352 [2021-06-11 19:03:26,145][root][INFO] - Lr: 9.365e-03 | Epoch: [5][230/372] | Time 0.471 | Data 0.052 | Loss 0.3633 | IoU 0.353 [2021-06-11 19:03:30,765][root][INFO] - Lr: 9.362e-03 | Epoch: [5][240/372] | Time 0.470 | Data 0.052 | Loss 0.3629 | IoU 0.353 [2021-06-11 19:03:35,406][root][INFO] - Lr: 9.359e-03 | Epoch: [5][250/372] | Time 0.470 | Data 0.051 | Loss 0.3624 | IoU 0.353 [2021-06-11 19:03:40,047][root][INFO] - Lr: 9.356e-03 | Epoch: [5][260/372] | Time 0.470 | Data 0.051 | Loss 0.3620 | IoU 0.353 [2021-06-11 19:03:44,674][root][INFO] - Lr: 9.353e-03 | Epoch: [5][270/372] | Time 0.470 | Data 0.051 | Loss 0.3615 | IoU 0.354 [2021-06-11 19:03:49,297][root][INFO] - Lr: 9.350e-03 | Epoch: [5][280/372] | Time 0.469 | Data 0.051 | Loss 0.3610 | IoU 0.354 [2021-06-11 19:03:53,943][root][INFO] - Lr: 9.347e-03 | Epoch: [5][290/372] | Time 0.469 | Data 0.051 | Loss 0.3605 | IoU 0.354 [2021-06-11 19:03:58,580][root][INFO] - Lr: 9.344e-03 | Epoch: [5][300/372] | Time 0.469 | Data 0.050 | Loss 0.3600 | IoU 0.355 [2021-06-11 19:04:03,194][root][INFO] - Lr: 9.341e-03 | Epoch: [5][310/372] | Time 0.469 | Data 0.050 | Loss 0.3595 | IoU 0.355 [2021-06-11 19:04:07,815][root][INFO] - Lr: 9.338e-03 | Epoch: [5][320/372] | Time 0.468 | Data 0.050 | Loss 0.3591 | IoU 0.355 [2021-06-11 19:04:12,437][root][INFO] - Lr: 9.335e-03 | Epoch: [5][330/372] | Time 0.468 | Data 0.050 | Loss 0.3587 | IoU 0.356 [2021-06-11 19:04:17,062][root][INFO] - Lr: 9.332e-03 | Epoch: [5][340/372] | Time 0.468 | Data 0.050 | Loss 0.3583 | IoU 0.356 [2021-06-11 19:04:21,672][root][INFO] - Lr: 9.329e-03 | Epoch: [5][350/372] | Time 0.468 | Data 0.049 | Loss 0.3579 | IoU 0.356 [2021-06-11 19:04:26,336][root][INFO] - Lr: 9.326e-03 | Epoch: [5][360/372] | Time 0.468 | Data 0.049 | Loss 0.3575 | IoU 0.357 [2021-06-11 19:04:30,913][root][INFO] - Lr: 9.323e-03 | Epoch: [5][370/372] | Time 0.468 | Data 0.049 | Loss 0.3570 | IoU 0.357 [2021-06-11 19:04:31,694][root][INFO] - 0/500 [2021-06-11 19:04:31,797][root][INFO] - 1/500 [2021-06-11 19:04:31,912][root][INFO] - 2/500 [2021-06-11 19:04:32,002][root][INFO] - 3/500 [2021-06-11 19:04:32,133][root][INFO] - 4/500 [2021-06-11 19:04:32,211][root][INFO] - 5/500 [2021-06-11 19:04:32,310][root][INFO] - 6/500 [2021-06-11 19:04:32,393][root][INFO] - 7/500 [2021-06-11 19:04:32,483][root][INFO] - 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495/500 [2021-06-11 19:05:18,514][root][INFO] - 496/500 [2021-06-11 19:05:18,585][root][INFO] - 497/500 [2021-06-11 19:05:18,655][root][INFO] - 498/500 [2021-06-11 19:05:18,726][root][INFO] - 499/500 [2021-06-11 19:05:18,858][root][INFO] - Validation set: Time avg per batch 0.095 Loss avg 0.4699 IoU avg 0.358 [2021-06-11 19:05:18,860][root][INFO] - ---> save checkpoint [2021-06-11 19:05:23,962][root][INFO] - Lr: 9.322e-03 | Epoch: [6][0/372] | Time 1.774 | Data 1.295 | Loss 0.3569 | IoU 0.357 [2021-06-11 19:05:28,761][root][INFO] - Lr: 9.319e-03 | Epoch: [6][10/372] | Time 0.602 | Data 0.177 | Loss 0.3564 | IoU 0.357 [2021-06-11 19:05:33,355][root][INFO] - Lr: 9.316e-03 | Epoch: [6][20/372] | Time 0.534 | Data 0.115 | Loss 0.3559 | IoU 0.358 [2021-06-11 19:05:38,003][root][INFO] - Lr: 9.313e-03 | Epoch: [6][30/372] | Time 0.511 | Data 0.092 | Loss 0.3555 | IoU 0.358 [2021-06-11 19:05:42,593][root][INFO] - Lr: 9.310e-03 | Epoch: [6][40/372] | Time 0.499 | Data 0.081 | Loss 0.3550 | IoU 0.358 [2021-06-11 19:05:47,201][root][INFO] - Lr: 9.307e-03 | Epoch: [6][50/372] | Time 0.491 | Data 0.074 | Loss 0.3545 | IoU 0.359 [2021-06-11 19:05:51,837][root][INFO] - Lr: 9.304e-03 | Epoch: [6][60/372] | Time 0.487 | Data 0.070 | Loss 0.3541 | IoU 0.359 [2021-06-11 19:05:56,476][root][INFO] - Lr: 9.301e-03 | Epoch: [6][70/372] | Time 0.483 | Data 0.067 | Loss 0.3538 | IoU 0.359 [2021-06-11 19:06:01,060][root][INFO] - Lr: 9.298e-03 | Epoch: [6][80/372] | Time 0.480 | Data 0.064 | Loss 0.3533 | IoU 0.360 [2021-06-11 19:06:05,673][root][INFO] - Lr: 9.295e-03 | Epoch: [6][90/372] | Time 0.478 | Data 0.062 | Loss 0.3528 | IoU 0.360 [2021-06-11 19:06:10,308][root][INFO] - Lr: 9.292e-03 | Epoch: [6][100/372] | Time 0.477 | Data 0.060 | Loss 0.3523 | IoU 0.360 [2021-06-11 19:06:14,927][root][INFO] - Lr: 9.289e-03 | Epoch: [6][110/372] | Time 0.475 | Data 0.059 | Loss 0.3519 | IoU 0.361 [2021-06-11 19:06:19,552][root][INFO] - Lr: 9.286e-03 | Epoch: [6][120/372] | Time 0.474 | Data 0.058 | Loss 0.3515 | IoU 0.361 [2021-06-11 19:06:24,158][root][INFO] - Lr: 9.282e-03 | Epoch: [6][130/372] | Time 0.473 | Data 0.057 | Loss 0.3511 | IoU 0.361 [2021-06-11 19:06:28,787][root][INFO] - Lr: 9.279e-03 | Epoch: [6][140/372] | Time 0.473 | Data 0.056 | Loss 0.3507 | IoU 0.362 [2021-06-11 19:06:33,414][root][INFO] - Lr: 9.276e-03 | Epoch: [6][150/372] | Time 0.472 | Data 0.055 | Loss 0.3502 | IoU 0.362 [2021-06-11 19:06:38,004][root][INFO] - Lr: 9.273e-03 | Epoch: [6][160/372] | Time 0.471 | Data 0.055 | Loss 0.3498 | IoU 0.362 [2021-06-11 19:06:42,640][root][INFO] - Lr: 9.270e-03 | Epoch: [6][170/372] | Time 0.471 | Data 0.054 | Loss 0.3494 | IoU 0.363 [2021-06-11 19:06:47,292][root][INFO] - Lr: 9.267e-03 | Epoch: [6][180/372] | Time 0.470 | Data 0.054 | Loss 0.3489 | IoU 0.363 [2021-06-11 19:06:51,946][root][INFO] - Lr: 9.264e-03 | Epoch: [6][190/372] | Time 0.470 | Data 0.053 | Loss 0.3485 | IoU 0.363 [2021-06-11 19:06:56,594][root][INFO] - Lr: 9.261e-03 | Epoch: [6][200/372] | Time 0.470 | Data 0.053 | Loss 0.3482 | IoU 0.364 [2021-06-11 19:07:01,238][root][INFO] - Lr: 9.258e-03 | Epoch: [6][210/372] | Time 0.470 | Data 0.053 | Loss 0.3477 | IoU 0.364 [2021-06-11 19:07:05,890][root][INFO] - Lr: 9.255e-03 | Epoch: [6][220/372] | Time 0.469 | Data 0.052 | Loss 0.3473 | IoU 0.364 [2021-06-11 19:07:10,545][root][INFO] - Lr: 9.252e-03 | Epoch: [6][230/372] | Time 0.469 | Data 0.052 | Loss 0.3469 | IoU 0.364 [2021-06-11 19:07:15,191][root][INFO] - Lr: 9.249e-03 | Epoch: [6][240/372] | Time 0.469 | Data 0.052 | Loss 0.3465 | IoU 0.364 [2021-06-11 19:07:19,819][root][INFO] - Lr: 9.246e-03 | Epoch: [6][250/372] | Time 0.469 | Data 0.052 | Loss 0.3460 | IoU 0.365 [2021-06-11 19:07:24,470][root][INFO] - Lr: 9.243e-03 | Epoch: [6][260/372] | Time 0.469 | Data 0.052 | Loss 0.3457 | IoU 0.365 [2021-06-11 19:07:29,105][root][INFO] - Lr: 9.240e-03 | Epoch: [6][270/372] | Time 0.468 | Data 0.051 | Loss 0.3453 | IoU 0.365 [2021-06-11 19:07:33,734][root][INFO] - Lr: 9.237e-03 | Epoch: [6][280/372] | Time 0.468 | Data 0.051 | Loss 0.3450 | IoU 0.366 [2021-06-11 19:07:38,371][root][INFO] - Lr: 9.234e-03 | Epoch: [6][290/372] | Time 0.468 | Data 0.051 | Loss 0.3446 | IoU 0.366 [2021-06-11 19:07:43,012][root][INFO] - Lr: 9.231e-03 | Epoch: [6][300/372] | Time 0.468 | Data 0.051 | Loss 0.3444 | IoU 0.366 [2021-06-11 19:07:47,648][root][INFO] - Lr: 9.228e-03 | Epoch: [6][310/372] | Time 0.468 | Data 0.051 | Loss 0.3440 | IoU 0.366 [2021-06-11 19:07:52,276][root][INFO] - Lr: 9.225e-03 | Epoch: [6][320/372] | Time 0.468 | Data 0.050 | Loss 0.3437 | IoU 0.367 [2021-06-11 19:07:56,903][root][INFO] - Lr: 9.221e-03 | Epoch: [6][330/372] | Time 0.468 | Data 0.050 | Loss 0.3434 | IoU 0.367 [2021-06-11 19:08:01,518][root][INFO] - Lr: 9.218e-03 | Epoch: [6][340/372] | Time 0.467 | Data 0.050 | Loss 0.3431 | IoU 0.367 [2021-06-11 19:08:06,181][root][INFO] - Lr: 9.215e-03 | Epoch: [6][350/372] | Time 0.467 | Data 0.050 | Loss 0.3427 | IoU 0.367 [2021-06-11 19:08:10,795][root][INFO] - Lr: 9.212e-03 | Epoch: [6][360/372] | Time 0.467 | Data 0.050 | Loss 0.3424 | IoU 0.367 [2021-06-11 19:08:15,385][root][INFO] - Lr: 9.209e-03 | Epoch: [6][370/372] | Time 0.467 | Data 0.050 | Loss 0.3421 | IoU 0.368 [2021-06-11 19:08:17,620][root][INFO] - Lr: 9.209e-03 | Epoch: [7][0/372] | Time 1.637 | Data 1.179 | Loss 0.3420 | IoU 0.368 [2021-06-11 19:08:22,421][root][INFO] - Lr: 9.206e-03 | Epoch: [7][10/372] | Time 0.592 | Data 0.163 | Loss 0.3417 | IoU 0.368 [2021-06-11 19:08:27,072][root][INFO] - Lr: 9.203e-03 | Epoch: [7][20/372] | Time 0.530 | Data 0.107 | Loss 0.3413 | IoU 0.368 [2021-06-11 19:08:31,719][root][INFO] - Lr: 9.200e-03 | Epoch: [7][30/372] | Time 0.510 | Data 0.088 | Loss 0.3410 | IoU 0.369 [2021-06-11 19:08:36,347][root][INFO] - Lr: 9.196e-03 | Epoch: [7][40/372] | Time 0.498 | Data 0.078 | Loss 0.3406 | IoU 0.369 [2021-06-11 19:08:40,959][root][INFO] - Lr: 9.193e-03 | Epoch: [7][50/372] | Time 0.491 | Data 0.071 | Loss 0.3403 | IoU 0.369 [2021-06-11 19:08:45,598][root][INFO] - Lr: 9.190e-03 | Epoch: [7][60/372] | Time 0.486 | Data 0.067 | Loss 0.3399 | IoU 0.369 [2021-06-11 19:08:50,250][root][INFO] - Lr: 9.187e-03 | Epoch: [7][70/372] | Time 0.484 | Data 0.064 | Loss 0.3395 | IoU 0.370 [2021-06-11 19:08:54,896][root][INFO] - Lr: 9.184e-03 | Epoch: [7][80/372] | Time 0.481 | Data 0.062 | Loss 0.3391 | IoU 0.370 [2021-06-11 19:08:59,548][root][INFO] - Lr: 9.181e-03 | Epoch: [7][90/372] | Time 0.479 | Data 0.060 | Loss 0.3387 | IoU 0.370 [2021-06-11 19:09:04,184][root][INFO] - Lr: 9.178e-03 | Epoch: [7][100/372] | Time 0.478 | Data 0.059 | Loss 0.3384 | IoU 0.370 [2021-06-11 19:09:08,851][root][INFO] - Lr: 9.175e-03 | Epoch: [7][110/372] | Time 0.477 | Data 0.058 | Loss 0.3380 | IoU 0.371 [2021-06-11 19:09:13,499][root][INFO] - Lr: 9.172e-03 | Epoch: [7][120/372] | Time 0.476 | Data 0.057 | Loss 0.3376 | IoU 0.371 [2021-06-11 19:09:18,133][root][INFO] - Lr: 9.169e-03 | Epoch: [7][130/372] | Time 0.475 | Data 0.056 | Loss 0.3373 | IoU 0.371 [2021-06-11 19:09:22,757][root][INFO] - Lr: 9.166e-03 | Epoch: [7][140/372] | Time 0.474 | Data 0.055 | Loss 0.3369 | IoU 0.372 [2021-06-11 19:09:27,400][root][INFO] - Lr: 9.163e-03 | Epoch: [7][150/372] | Time 0.473 | Data 0.055 | Loss 0.3366 | IoU 0.372 [2021-06-11 19:09:32,034][root][INFO] - Lr: 9.160e-03 | Epoch: [7][160/372] | Time 0.473 | Data 0.054 | Loss 0.3362 | IoU 0.372 [2021-06-11 19:09:36,689][root][INFO] - Lr: 9.157e-03 | Epoch: [7][170/372] | Time 0.472 | Data 0.053 | Loss 0.3358 | IoU 0.372 [2021-06-11 19:09:41,325][root][INFO] - Lr: 9.154e-03 | Epoch: [7][180/372] | Time 0.472 | Data 0.053 | Loss 0.3355 | IoU 0.373 [2021-06-11 19:09:45,947][root][INFO] - Lr: 9.151e-03 | Epoch: [7][190/372] | Time 0.471 | Data 0.053 | Loss 0.3352 | IoU 0.373 [2021-06-11 19:09:50,586][root][INFO] - Lr: 9.148e-03 | Epoch: [7][200/372] | Time 0.471 | Data 0.052 | Loss 0.3349 | IoU 0.373 [2021-06-11 19:09:55,217][root][INFO] - Lr: 9.145e-03 | Epoch: [7][210/372] | Time 0.471 | Data 0.052 | Loss 0.3345 | IoU 0.373 [2021-06-11 19:09:59,866][root][INFO] - Lr: 9.141e-03 | Epoch: [7][220/372] | Time 0.470 | Data 0.052 | Loss 0.3342 | IoU 0.374 [2021-06-11 19:10:04,505][root][INFO] - Lr: 9.138e-03 | Epoch: [7][230/372] | Time 0.470 | Data 0.051 | Loss 0.3339 | IoU 0.374 [2021-06-11 19:10:09,145][root][INFO] - Lr: 9.135e-03 | Epoch: [7][240/372] | Time 0.470 | Data 0.051 | Loss 0.3336 | IoU 0.374 [2021-06-11 19:10:13,803][root][INFO] - Lr: 9.132e-03 | Epoch: [7][250/372] | Time 0.470 | Data 0.051 | Loss 0.3333 | IoU 0.374 [2021-06-11 19:10:18,424][root][INFO] - Lr: 9.129e-03 | Epoch: [7][260/372] | Time 0.469 | Data 0.051 | Loss 0.3329 | IoU 0.375 [2021-06-11 19:10:23,067][root][INFO] - Lr: 9.126e-03 | Epoch: [7][270/372] | Time 0.469 | Data 0.051 | Loss 0.3326 | IoU 0.375 [2021-06-11 19:10:27,720][root][INFO] - Lr: 9.123e-03 | Epoch: [7][280/372] | Time 0.469 | Data 0.050 | Loss 0.3323 | IoU 0.375 [2021-06-11 19:10:32,357][root][INFO] - Lr: 9.120e-03 | Epoch: [7][290/372] | Time 0.469 | Data 0.050 | Loss 0.3321 | IoU 0.375 [2021-06-11 19:10:36,982][root][INFO] - Lr: 9.117e-03 | Epoch: [7][300/372] | Time 0.469 | Data 0.050 | Loss 0.3318 | IoU 0.376 [2021-06-11 19:10:41,610][root][INFO] - Lr: 9.114e-03 | Epoch: [7][310/372] | Time 0.468 | Data 0.050 | Loss 0.3315 | IoU 0.376 [2021-06-11 19:10:46,258][root][INFO] - Lr: 9.111e-03 | Epoch: [7][320/372] | Time 0.468 | Data 0.050 | Loss 0.3312 | IoU 0.376 [2021-06-11 19:10:50,908][root][INFO] - Lr: 9.108e-03 | Epoch: [7][330/372] | Time 0.468 | Data 0.050 | Loss 0.3308 | IoU 0.376 [2021-06-11 19:10:55,557][root][INFO] - Lr: 9.105e-03 | Epoch: [7][340/372] | Time 0.468 | Data 0.050 | Loss 0.3305 | IoU 0.377 [2021-06-11 19:11:00,186][root][INFO] - Lr: 9.102e-03 | Epoch: [7][350/372] | Time 0.468 | Data 0.049 | Loss 0.3302 | IoU 0.377 [2021-06-11 19:11:04,845][root][INFO] - Lr: 9.099e-03 | Epoch: [7][360/372] | Time 0.468 | Data 0.049 | Loss 0.3299 | IoU 0.377 [2021-06-11 19:11:09,427][root][INFO] - Lr: 9.096e-03 | Epoch: [7][370/372] | Time 0.468 | Data 0.049 | Loss 0.3295 | IoU 0.377 [2021-06-11 19:11:11,595][root][INFO] - Lr: 9.095e-03 | Epoch: [8][0/372] | Time 1.609 | Data 1.183 | Loss 0.3295 | IoU 0.377 [2021-06-11 19:11:16,542][root][INFO] - Lr: 9.092e-03 | Epoch: [8][10/372] | Time 0.598 | Data 0.174 | Loss 0.3292 | IoU 0.378 [2021-06-11 19:11:21,164][root][INFO] - Lr: 9.089e-03 | Epoch: [8][20/372] | Time 0.534 | Data 0.112 | Loss 0.3289 | IoU 0.378 [2021-06-11 19:11:25,802][root][INFO] - Lr: 9.086e-03 | Epoch: [8][30/372] | Time 0.511 | Data 0.091 | Loss 0.3286 | IoU 0.378 [2021-06-11 19:11:30,446][root][INFO] - Lr: 9.083e-03 | Epoch: [8][40/372] | Time 0.500 | Data 0.080 | Loss 0.3283 | IoU 0.378 [2021-06-11 19:11:35,086][root][INFO] - Lr: 9.080e-03 | Epoch: [8][50/372] | Time 0.493 | Data 0.073 | Loss 0.3279 | IoU 0.379 [2021-06-11 19:11:39,738][root][INFO] - Lr: 9.077e-03 | Epoch: [8][60/372] | Time 0.488 | Data 0.069 | Loss 0.3277 | IoU 0.379 [2021-06-11 19:11:44,363][root][INFO] - Lr: 9.074e-03 | Epoch: [8][70/372] | Time 0.485 | Data 0.066 | Loss 0.3274 | IoU 0.379 [2021-06-11 19:11:49,001][root][INFO] - Lr: 9.071e-03 | Epoch: [8][80/372] | Time 0.482 | Data 0.063 | Loss 0.3271 | IoU 0.380 [2021-06-11 19:11:53,678][root][INFO] - Lr: 9.068e-03 | Epoch: [8][90/372] | Time 0.480 | Data 0.062 | Loss 0.3268 | IoU 0.380 [2021-06-11 19:11:58,335][root][INFO] - Lr: 9.064e-03 | Epoch: [8][100/372] | Time 0.479 | Data 0.060 | Loss 0.3264 | IoU 0.380 [2021-06-11 19:12:03,018][root][INFO] - Lr: 9.061e-03 | Epoch: [8][110/372] | Time 0.478 | Data 0.059 | Loss 0.3260 | IoU 0.380 [2021-06-11 19:12:07,646][root][INFO] - Lr: 9.058e-03 | Epoch: [8][120/372] | Time 0.477 | Data 0.058 | Loss 0.3257 | IoU 0.380 [2021-06-11 19:12:12,273][root][INFO] - Lr: 9.055e-03 | Epoch: [8][130/372] | Time 0.476 | Data 0.057 | Loss 0.3254 | IoU 0.381 [2021-06-11 19:12:16,915][root][INFO] - Lr: 9.052e-03 | Epoch: [8][140/372] | Time 0.475 | Data 0.056 | Loss 0.3251 | IoU 0.381 [2021-06-11 19:12:21,599][root][INFO] - Lr: 9.049e-03 | Epoch: [8][150/372] | Time 0.474 | Data 0.056 | Loss 0.3248 | IoU 0.381 [2021-06-11 19:12:26,255][root][INFO] - Lr: 9.046e-03 | Epoch: [8][160/372] | Time 0.474 | Data 0.055 | Loss 0.3245 | IoU 0.381 [2021-06-11 19:12:30,912][root][INFO] - Lr: 9.043e-03 | Epoch: [8][170/372] | Time 0.473 | Data 0.055 | Loss 0.3242 | IoU 0.382 [2021-06-11 19:12:35,551][root][INFO] - Lr: 9.040e-03 | Epoch: [8][180/372] | Time 0.473 | Data 0.054 | Loss 0.3240 | IoU 0.382 [2021-06-11 19:12:40,197][root][INFO] - Lr: 9.037e-03 | Epoch: [8][190/372] | Time 0.472 | Data 0.054 | Loss 0.3237 | IoU 0.382 [2021-06-11 19:12:44,829][root][INFO] - Lr: 9.034e-03 | Epoch: [8][200/372] | Time 0.472 | Data 0.053 | Loss 0.3233 | IoU 0.382 [2021-06-11 19:12:49,459][root][INFO] - Lr: 9.031e-03 | Epoch: [8][210/372] | Time 0.472 | Data 0.053 | Loss 0.3230 | IoU 0.382 [2021-06-11 19:12:54,102][root][INFO] - Lr: 9.028e-03 | Epoch: [8][220/372] | Time 0.471 | Data 0.053 | Loss 0.3227 | IoU 0.383 [2021-06-11 19:12:58,769][root][INFO] - Lr: 9.025e-03 | Epoch: [8][230/372] | Time 0.471 | Data 0.052 | Loss 0.3224 | IoU 0.383 [2021-06-11 19:13:03,406][root][INFO] - Lr: 9.022e-03 | Epoch: [8][240/372] | Time 0.471 | Data 0.052 | Loss 0.3221 | IoU 0.383 [2021-06-11 19:13:08,030][root][INFO] - Lr: 9.019e-03 | Epoch: [8][250/372] | Time 0.470 | Data 0.052 | Loss 0.3218 | IoU 0.383 [2021-06-11 19:13:12,661][root][INFO] - Lr: 9.016e-03 | Epoch: [8][260/372] | Time 0.470 | Data 0.052 | Loss 0.3215 | IoU 0.383 [2021-06-11 19:13:17,318][root][INFO] - Lr: 9.012e-03 | Epoch: [8][270/372] | Time 0.470 | Data 0.051 | Loss 0.3212 | IoU 0.384 [2021-06-11 19:13:22,010][root][INFO] - Lr: 9.009e-03 | Epoch: [8][280/372] | Time 0.470 | Data 0.051 | Loss 0.3210 | IoU 0.384 [2021-06-11 19:13:26,625][root][INFO] - Lr: 9.006e-03 | Epoch: [8][290/372] | Time 0.470 | Data 0.051 | Loss 0.3208 | IoU 0.384 [2021-06-11 19:13:31,233][root][INFO] - Lr: 9.003e-03 | Epoch: [8][300/372] | Time 0.469 | Data 0.051 | Loss 0.3205 | IoU 0.384 [2021-06-11 19:13:35,867][root][INFO] - Lr: 9.000e-03 | Epoch: [8][310/372] | Time 0.469 | Data 0.051 | Loss 0.3203 | IoU 0.384 [2021-06-11 19:13:40,490][root][INFO] - Lr: 8.997e-03 | Epoch: [8][320/372] | Time 0.469 | Data 0.050 | Loss 0.3200 | IoU 0.385 [2021-06-11 19:13:45,125][root][INFO] - Lr: 8.994e-03 | Epoch: [8][330/372] | Time 0.469 | Data 0.050 | Loss 0.3198 | IoU 0.385 [2021-06-11 19:13:49,767][root][INFO] - Lr: 8.991e-03 | Epoch: [8][340/372] | Time 0.469 | Data 0.050 | Loss 0.3195 | IoU 0.385 [2021-06-11 19:13:54,396][root][INFO] - Lr: 8.988e-03 | Epoch: [8][350/372] | Time 0.468 | Data 0.050 | Loss 0.3192 | IoU 0.385 [2021-06-11 19:13:59,017][root][INFO] - Lr: 8.985e-03 | Epoch: [8][360/372] | Time 0.468 | Data 0.050 | Loss 0.3189 | IoU 0.386 [2021-06-11 19:14:03,588][root][INFO] - Lr: 8.982e-03 | Epoch: [8][370/372] | Time 0.468 | Data 0.050 | Loss 0.3186 | IoU 0.386 [2021-06-11 19:14:05,772][root][INFO] - Lr: 8.981e-03 | Epoch: [9][0/372] | Time 1.645 | Data 1.205 | Loss 0.3186 | IoU 0.386 [2021-06-11 19:14:10,620][root][INFO] - Lr: 8.978e-03 | Epoch: [9][10/372] | Time 0.591 | Data 0.168 | Loss 0.3183 | IoU 0.386 [2021-06-11 19:14:15,241][root][INFO] - Lr: 8.975e-03 | Epoch: [9][20/372] | Time 0.529 | Data 0.109 | Loss 0.3180 | IoU 0.386 [2021-06-11 19:14:19,878][root][INFO] - Lr: 8.972e-03 | Epoch: [9][30/372] | Time 0.508 | Data 0.088 | Loss 0.3177 | IoU 0.386 [2021-06-11 19:14:24,529][root][INFO] - Lr: 8.969e-03 | Epoch: [9][40/372] | Time 0.498 | Data 0.078 | Loss 0.3174 | IoU 0.387 [2021-06-11 19:14:29,184][root][INFO] - Lr: 8.966e-03 | Epoch: [9][50/372] | Time 0.492 | Data 0.072 | Loss 0.3171 | IoU 0.387 [2021-06-11 19:14:33,828][root][INFO] - Lr: 8.963e-03 | Epoch: [9][60/372] | Time 0.487 | Data 0.068 | Loss 0.3168 | IoU 0.387 [2021-06-11 19:14:38,468][root][INFO] - Lr: 8.960e-03 | Epoch: [9][70/372] | Time 0.484 | Data 0.065 | Loss 0.3165 | IoU 0.387 [2021-06-11 19:14:43,126][root][INFO] - Lr: 8.957e-03 | Epoch: [9][80/372] | Time 0.482 | Data 0.063 | Loss 0.3163 | IoU 0.388 [2021-06-11 19:14:47,749][root][INFO] - Lr: 8.954e-03 | Epoch: [9][90/372] | Time 0.479 | Data 0.061 | Loss 0.3160 | IoU 0.388 [2021-06-11 19:14:52,401][root][INFO] - Lr: 8.951e-03 | Epoch: [9][100/372] | Time 0.478 | Data 0.059 | Loss 0.3157 | IoU 0.388 [2021-06-11 19:14:57,036][root][INFO] - Lr: 8.948e-03 | Epoch: [9][110/372] | Time 0.477 | Data 0.058 | Loss 0.3154 | IoU 0.388 [2021-06-11 19:15:01,642][root][INFO] - Lr: 8.945e-03 | Epoch: [9][120/372] | Time 0.475 | Data 0.057 | Loss 0.3152 | IoU 0.389 [2021-06-11 19:15:06,301][root][INFO] - Lr: 8.941e-03 | Epoch: [9][130/372] | Time 0.475 | Data 0.056 | Loss 0.3149 | IoU 0.389 [2021-06-11 19:15:10,912][root][INFO] - Lr: 8.938e-03 | Epoch: [9][140/372] | Time 0.474 | Data 0.055 | Loss 0.3147 | IoU 0.389 [2021-06-11 19:15:15,556][root][INFO] - Lr: 8.935e-03 | Epoch: [9][150/372] | Time 0.473 | Data 0.055 | Loss 0.3144 | IoU 0.389 [2021-06-11 19:15:20,197][root][INFO] - Lr: 8.932e-03 | Epoch: [9][160/372] | Time 0.473 | Data 0.054 | Loss 0.3142 | IoU 0.390 [2021-06-11 19:15:24,805][root][INFO] - Lr: 8.929e-03 | Epoch: [9][170/372] | Time 0.472 | Data 0.053 | Loss 0.3140 | IoU 0.390 [2021-06-11 19:15:29,434][root][INFO] - Lr: 8.926e-03 | Epoch: [9][180/372] | Time 0.471 | Data 0.053 | Loss 0.3137 | IoU 0.390 [2021-06-11 19:15:34,038][root][INFO] - Lr: 8.923e-03 | Epoch: [9][190/372] | Time 0.471 | Data 0.052 | Loss 0.3135 | IoU 0.390 [2021-06-11 19:15:38,668][root][INFO] - Lr: 8.920e-03 | Epoch: [9][200/372] | Time 0.470 | Data 0.052 | Loss 0.3132 | IoU 0.390 [2021-06-11 19:15:43,322][root][INFO] - Lr: 8.917e-03 | Epoch: [9][210/372] | Time 0.470 | Data 0.052 | Loss 0.3130 | IoU 0.391 [2021-06-11 19:15:47,955][root][INFO] - Lr: 8.914e-03 | Epoch: [9][220/372] | Time 0.470 | Data 0.051 | Loss 0.3128 | IoU 0.391 [2021-06-11 19:15:52,628][root][INFO] - Lr: 8.911e-03 | Epoch: [9][230/372] | Time 0.470 | Data 0.051 | Loss 0.3125 | IoU 0.391 [2021-06-11 19:15:57,260][root][INFO] - Lr: 8.908e-03 | Epoch: [9][240/372] | Time 0.469 | Data 0.051 | Loss 0.3122 | IoU 0.391 [2021-06-11 19:16:01,920][root][INFO] - Lr: 8.905e-03 | Epoch: [9][250/372] | Time 0.469 | Data 0.051 | Loss 0.3119 | IoU 0.391 [2021-06-11 19:16:06,553][root][INFO] - Lr: 8.902e-03 | Epoch: [9][260/372] | Time 0.469 | Data 0.051 | Loss 0.3117 | IoU 0.392 [2021-06-11 19:16:11,204][root][INFO] - Lr: 8.899e-03 | Epoch: [9][270/372] | Time 0.469 | Data 0.051 | Loss 0.3115 | IoU 0.392 [2021-06-11 19:16:15,870][root][INFO] - Lr: 8.896e-03 | Epoch: [9][280/372] | Time 0.469 | Data 0.050 | Loss 0.3112 | IoU 0.392 [2021-06-11 19:16:20,503][root][INFO] - Lr: 8.892e-03 | Epoch: [9][290/372] | Time 0.469 | Data 0.050 | Loss 0.3110 | IoU 0.392 [2021-06-11 19:16:25,154][root][INFO] - Lr: 8.889e-03 | Epoch: [9][300/372] | Time 0.469 | Data 0.050 | Loss 0.3108 | IoU 0.392 [2021-06-11 19:16:29,784][root][INFO] - Lr: 8.886e-03 | Epoch: [9][310/372] | Time 0.468 | Data 0.050 | Loss 0.3105 | IoU 0.392 [2021-06-11 19:16:34,391][root][INFO] - Lr: 8.883e-03 | Epoch: [9][320/372] | Time 0.468 | Data 0.050 | Loss 0.3103 | IoU 0.393 [2021-06-11 19:16:39,024][root][INFO] - Lr: 8.880e-03 | Epoch: [9][330/372] | Time 0.468 | Data 0.050 | Loss 0.3101 | IoU 0.393 [2021-06-11 19:16:43,654][root][INFO] - Lr: 8.877e-03 | Epoch: [9][340/372] | Time 0.468 | Data 0.050 | Loss 0.3099 | IoU 0.393 [2021-06-11 19:16:48,260][root][INFO] - Lr: 8.874e-03 | Epoch: [9][350/372] | Time 0.468 | Data 0.049 | Loss 0.3096 | IoU 0.393 [2021-06-11 19:16:52,903][root][INFO] - Lr: 8.871e-03 | Epoch: [9][360/372] | Time 0.468 | Data 0.049 | Loss 0.3094 | IoU 0.393 [2021-06-11 19:16:57,480][root][INFO] - Lr: 8.868e-03 | Epoch: [9][370/372] | Time 0.467 | Data 0.049 | Loss 0.3091 | IoU 0.394 [2021-06-11 19:16:59,720][root][INFO] - Lr: 8.867e-03 | Epoch: [10][0/372] | Time 1.697 | Data 1.226 | Loss 0.3091 | IoU 0.394 [2021-06-11 19:17:04,535][root][INFO] - Lr: 8.864e-03 | Epoch: [10][10/372] | Time 0.592 | Data 0.159 | Loss 0.3088 | IoU 0.394 [2021-06-11 19:17:09,335][root][INFO] - Lr: 8.861e-03 | Epoch: [10][20/372] | Time 0.538 | Data 0.105 | Loss 0.3086 | IoU 0.394 [2021-06-11 19:17:13,952][root][INFO] - Lr: 8.858e-03 | Epoch: [10][30/372] | Time 0.514 | Data 0.086 | Loss 0.3083 | IoU 0.394 [2021-06-11 19:17:18,558][root][INFO] - Lr: 8.855e-03 | Epoch: [10][40/372] | Time 0.501 | Data 0.076 | Loss 0.3081 | IoU 0.395 [2021-06-11 19:17:23,183][root][INFO] - Lr: 8.852e-03 | Epoch: [10][50/372] | Time 0.493 | Data 0.070 | Loss 0.3079 | IoU 0.395 [2021-06-11 19:17:27,815][root][INFO] - Lr: 8.849e-03 | Epoch: [10][60/372] | Time 0.488 | Data 0.066 | Loss 0.3076 | IoU 0.395 [2021-06-11 19:17:32,408][root][INFO] - Lr: 8.846e-03 | Epoch: [10][70/372] | Time 0.484 | Data 0.062 | Loss 0.3074 | IoU 0.395 [2021-06-11 19:17:37,068][root][INFO] - Lr: 8.843e-03 | Epoch: [10][80/372] | Time 0.482 | Data 0.060 | Loss 0.3071 | IoU 0.395 [2021-06-11 19:17:41,727][root][INFO] - Lr: 8.840e-03 | Epoch: [10][90/372] | Time 0.480 | Data 0.058 | Loss 0.3069 | IoU 0.396 [2021-06-11 19:17:46,342][root][INFO] - Lr: 8.837e-03 | Epoch: [10][100/372] | Time 0.478 | Data 0.057 | Loss 0.3066 | IoU 0.396 [2021-06-11 19:17:51,013][root][INFO] - Lr: 8.834e-03 | Epoch: [10][110/372] | Time 0.477 | Data 0.057 | Loss 0.3064 | IoU 0.396 [2021-06-11 19:17:55,622][root][INFO] - Lr: 8.831e-03 | Epoch: [10][120/372] | Time 0.476 | Data 0.055 | Loss 0.3062 | IoU 0.396 [2021-06-11 19:18:00,251][root][INFO] - Lr: 8.828e-03 | Epoch: [10][130/372] | Time 0.475 | Data 0.055 | Loss 0.3059 | IoU 0.396 [2021-06-11 19:18:04,883][root][INFO] - Lr: 8.824e-03 | Epoch: [10][140/372] | Time 0.474 | Data 0.054 | Loss 0.3057 | IoU 0.397 [2021-06-11 19:18:09,520][root][INFO] - Lr: 8.821e-03 | Epoch: [10][150/372] | Time 0.473 | Data 0.054 | Loss 0.3054 | IoU 0.397 [2021-06-11 19:18:14,169][root][INFO] - Lr: 8.818e-03 | Epoch: [10][160/372] | Time 0.473 | Data 0.053 | Loss 0.3052 | IoU 0.397 [2021-06-11 19:18:18,800][root][INFO] - Lr: 8.815e-03 | Epoch: [10][170/372] | Time 0.472 | Data 0.053 | Loss 0.3050 | IoU 0.397 [2021-06-11 19:18:23,430][root][INFO] - Lr: 8.812e-03 | Epoch: [10][180/372] | Time 0.472 | Data 0.052 | Loss 0.3047 | IoU 0.397 [2021-06-11 19:18:28,060][root][INFO] - Lr: 8.809e-03 | Epoch: [10][190/372] | Time 0.471 | Data 0.052 | Loss 0.3046 | IoU 0.398 [2021-06-11 19:18:32,731][root][INFO] - Lr: 8.806e-03 | Epoch: [10][200/372] | Time 0.471 | Data 0.052 | Loss 0.3044 | IoU 0.398 [2021-06-11 19:18:37,384][root][INFO] - Lr: 8.803e-03 | Epoch: [10][210/372] | Time 0.471 | Data 0.051 | Loss 0.3042 | IoU 0.398 [2021-06-11 19:18:42,009][root][INFO] - Lr: 8.800e-03 | Epoch: [10][220/372] | Time 0.471 | Data 0.051 | Loss 0.3039 | IoU 0.398 [2021-06-11 19:18:46,656][root][INFO] - Lr: 8.797e-03 | Epoch: [10][230/372] | Time 0.470 | Data 0.051 | Loss 0.3037 | IoU 0.398 [2021-06-11 19:18:51,306][root][INFO] - Lr: 8.794e-03 | Epoch: [10][240/372] | Time 0.470 | Data 0.051 | Loss 0.3036 | IoU 0.399 [2021-06-11 19:18:55,951][root][INFO] - Lr: 8.791e-03 | Epoch: [10][250/372] | Time 0.470 | Data 0.051 | Loss 0.3033 | IoU 0.399 [2021-06-11 19:19:00,600][root][INFO] - Lr: 8.788e-03 | Epoch: [10][260/372] | Time 0.470 | Data 0.051 | Loss 0.3031 | IoU 0.399 [2021-06-11 19:19:05,259][root][INFO] - Lr: 8.785e-03 | Epoch: [10][270/372] | Time 0.470 | Data 0.050 | Loss 0.3029 | IoU 0.399 [2021-06-11 19:19:09,897][root][INFO] - Lr: 8.781e-03 | Epoch: [10][280/372] | Time 0.469 | Data 0.050 | Loss 0.3027 | IoU 0.399 [2021-06-11 19:19:14,517][root][INFO] - Lr: 8.778e-03 | Epoch: [10][290/372] | Time 0.469 | Data 0.050 | Loss 0.3024 | IoU 0.399 [2021-06-11 19:19:19,165][root][INFO] - Lr: 8.775e-03 | Epoch: [10][300/372] | Time 0.469 | Data 0.050 | Loss 0.3022 | IoU 0.400 [2021-06-11 19:19:23,804][root][INFO] - Lr: 8.772e-03 | Epoch: [10][310/372] | Time 0.469 | Data 0.050 | Loss 0.3020 | IoU 0.400 [2021-06-11 19:19:28,453][root][INFO] - Lr: 8.769e-03 | Epoch: [10][320/372] | Time 0.469 | Data 0.050 | Loss 0.3018 | IoU 0.400 [2021-06-11 19:19:33,097][root][INFO] - Lr: 8.766e-03 | Epoch: [10][330/372] | Time 0.468 | Data 0.050 | Loss 0.3016 | IoU 0.400 [2021-06-11 19:19:37,713][root][INFO] - Lr: 8.763e-03 | Epoch: [10][340/372] | Time 0.468 | Data 0.049 | Loss 0.3014 | IoU 0.400 [2021-06-11 19:19:42,360][root][INFO] - Lr: 8.760e-03 | Epoch: [10][350/372] | Time 0.468 | Data 0.049 | Loss 0.3012 | IoU 0.400 [2021-06-11 19:19:46,998][root][INFO] - Lr: 8.757e-03 | Epoch: [10][360/372] | Time 0.468 | Data 0.049 | Loss 0.3009 | IoU 0.400 [2021-06-11 19:19:51,584][root][INFO] - Lr: 8.754e-03 | Epoch: [10][370/372] | Time 0.468 | Data 0.049 | Loss 0.3007 | IoU 0.401 [2021-06-11 19:19:52,389][root][INFO] - 0/500 [2021-06-11 19:19:52,484][root][INFO] - 1/500 [2021-06-11 19:19:52,593][root][INFO] - 2/500 [2021-06-11 19:19:52,700][root][INFO] - 3/500 [2021-06-11 19:19:52,808][root][INFO] - 4/500 [2021-06-11 19:19:52,908][root][INFO] - 5/500 [2021-06-11 19:19:53,019][root][INFO] - 6/500 [2021-06-11 19:19:53,124][root][INFO] - 7/500 [2021-06-11 19:19:53,231][root][INFO] - 8/500 [2021-06-11 19:19:53,332][root][INFO] - 9/500 [2021-06-11 19:19:53,439][root][INFO] - 10/500 [2021-06-11 19:19:53,534][root][INFO] - 11/500 [2021-06-11 19:19:53,637][root][INFO] - 12/500 [2021-06-11 19:19:53,715][root][INFO] - 13/500 [2021-06-11 19:19:53,821][root][INFO] - 14/500 [2021-06-11 19:19:53,929][root][INFO] - 15/500 [2021-06-11 19:19:54,034][root][INFO] - 16/500 [2021-06-11 19:19:54,137][root][INFO] - 17/500 [2021-06-11 19:19:54,241][root][INFO] - 18/500 [2021-06-11 19:19:54,346][root][INFO] - 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485/500 [2021-06-11 19:20:38,737][root][INFO] - 486/500 [2021-06-11 19:20:38,816][root][INFO] - 487/500 [2021-06-11 19:20:38,923][root][INFO] - 488/500 [2021-06-11 19:20:38,999][root][INFO] - 489/500 [2021-06-11 19:20:39,095][root][INFO] - 490/500 [2021-06-11 19:20:39,171][root][INFO] - 491/500 [2021-06-11 19:20:39,276][root][INFO] - 492/500 [2021-06-11 19:20:39,347][root][INFO] - 493/500 [2021-06-11 19:20:39,418][root][INFO] - 494/500 [2021-06-11 19:20:39,491][root][INFO] - 495/500 [2021-06-11 19:20:39,562][root][INFO] - 496/500 [2021-06-11 19:20:39,633][root][INFO] - 497/500 [2021-06-11 19:20:39,703][root][INFO] - 498/500 [2021-06-11 19:20:39,774][root][INFO] - 499/500 [2021-06-11 19:20:39,934][root][INFO] - Validation set: Time avg per batch 0.096 Loss avg 0.3337 IoU avg 0.448 [2021-06-11 19:20:39,938][root][INFO] - ---> save checkpoint [2021-06-11 19:20:44,848][root][INFO] - Lr: 8.753e-03 | Epoch: [11][0/372] | Time 1.715 | Data 1.256 | Loss 0.3007 | IoU 0.401 [2021-06-11 19:20:49,675][root][INFO] - Lr: 8.750e-03 | Epoch: [11][10/372] | Time 0.599 | Data 0.176 | Loss 0.3005 | IoU 0.401 [2021-06-11 19:20:54,270][root][INFO] - Lr: 8.747e-03 | Epoch: [11][20/372] | Time 0.533 | Data 0.114 | Loss 0.3003 | IoU 0.401 [2021-06-11 19:20:58,840][root][INFO] - Lr: 8.744e-03 | Epoch: [11][30/372] | Time 0.508 | Data 0.092 | Loss 0.3000 | IoU 0.401 [2021-06-11 19:21:03,484][root][INFO] - Lr: 8.741e-03 | Epoch: [11][40/372] | Time 0.497 | Data 0.080 | Loss 0.2998 | IoU 0.401 [2021-06-11 19:21:08,113][root][INFO] - Lr: 8.738e-03 | Epoch: [11][50/372] | Time 0.490 | Data 0.074 | Loss 0.2995 | IoU 0.402 [2021-06-11 19:21:12,744][root][INFO] - Lr: 8.735e-03 | Epoch: [11][60/372] | Time 0.486 | Data 0.070 | Loss 0.2993 | IoU 0.402 [2021-06-11 19:21:17,363][root][INFO] - Lr: 8.732e-03 | Epoch: [11][70/372] | Time 0.483 | Data 0.066 | Loss 0.2991 | IoU 0.402 [2021-06-11 19:21:21,983][root][INFO] - Lr: 8.729e-03 | Epoch: [11][80/372] | Time 0.480 | Data 0.064 | Loss 0.2989 | IoU 0.402 [2021-06-11 19:21:26,619][root][INFO] - Lr: 8.726e-03 | Epoch: [11][90/372] | Time 0.478 | Data 0.062 | Loss 0.2987 | IoU 0.402 [2021-06-11 19:21:31,230][root][INFO] - Lr: 8.723e-03 | Epoch: [11][100/372] | Time 0.477 | Data 0.060 | Loss 0.2984 | IoU 0.403 [2021-06-11 19:21:35,822][root][INFO] - Lr: 8.719e-03 | Epoch: [11][110/372] | Time 0.475 | Data 0.059 | Loss 0.2982 | IoU 0.403 [2021-06-11 19:21:40,462][root][INFO] - Lr: 8.716e-03 | Epoch: [11][120/372] | Time 0.474 | Data 0.058 | Loss 0.2980 | IoU 0.403 [2021-06-11 19:21:45,089][root][INFO] - Lr: 8.713e-03 | Epoch: [11][130/372] | Time 0.473 | Data 0.057 | Loss 0.2978 | IoU 0.403 [2021-06-11 19:21:49,737][root][INFO] - Lr: 8.710e-03 | Epoch: [11][140/372] | Time 0.473 | Data 0.056 | Loss 0.2976 | IoU 0.403 [2021-06-11 19:21:54,342][root][INFO] - Lr: 8.707e-03 | Epoch: [11][150/372] | Time 0.472 | Data 0.056 | Loss 0.2974 | IoU 0.404 [2021-06-11 19:21:58,966][root][INFO] - Lr: 8.704e-03 | Epoch: [11][160/372] | Time 0.471 | Data 0.055 | Loss 0.2972 | IoU 0.404 [2021-06-11 19:22:03,591][root][INFO] - Lr: 8.701e-03 | Epoch: [11][170/372] | Time 0.471 | Data 0.055 | Loss 0.2970 | IoU 0.404 [2021-06-11 19:22:08,251][root][INFO] - Lr: 8.698e-03 | Epoch: [11][180/372] | Time 0.470 | Data 0.054 | Loss 0.2968 | IoU 0.404 [2021-06-11 19:22:12,893][root][INFO] - Lr: 8.695e-03 | Epoch: [11][190/372] | Time 0.470 | Data 0.054 | Loss 0.2966 | IoU 0.404 [2021-06-11 19:22:17,533][root][INFO] - Lr: 8.692e-03 | Epoch: [11][200/372] | Time 0.470 | Data 0.053 | Loss 0.2964 | IoU 0.404 [2021-06-11 19:22:22,171][root][INFO] - Lr: 8.689e-03 | Epoch: [11][210/372] | Time 0.470 | Data 0.053 | Loss 0.2962 | IoU 0.405 [2021-06-11 19:22:26,833][root][INFO] - Lr: 8.686e-03 | Epoch: [11][220/372] | Time 0.469 | Data 0.053 | Loss 0.2960 | IoU 0.405 [2021-06-11 19:22:31,453][root][INFO] - Lr: 8.683e-03 | Epoch: [11][230/372] | Time 0.469 | Data 0.052 | Loss 0.2959 | IoU 0.405 [2021-06-11 19:22:36,103][root][INFO] - Lr: 8.680e-03 | Epoch: [11][240/372] | Time 0.469 | Data 0.052 | Loss 0.2957 | IoU 0.405 [2021-06-11 19:22:40,759][root][INFO] - Lr: 8.676e-03 | Epoch: [11][250/372] | Time 0.469 | Data 0.052 | Loss 0.2955 | IoU 0.405 [2021-06-11 19:22:45,403][root][INFO] - Lr: 8.673e-03 | Epoch: [11][260/372] | Time 0.469 | Data 0.052 | Loss 0.2953 | IoU 0.405 [2021-06-11 19:22:50,033][root][INFO] - Lr: 8.670e-03 | Epoch: [11][270/372] | Time 0.468 | Data 0.052 | Loss 0.2951 | IoU 0.406 [2021-06-11 19:22:54,676][root][INFO] - Lr: 8.667e-03 | Epoch: [11][280/372] | Time 0.468 | Data 0.051 | Loss 0.2949 | IoU 0.406 [2021-06-11 19:22:59,285][root][INFO] - Lr: 8.664e-03 | Epoch: [11][290/372] | Time 0.468 | Data 0.051 | Loss 0.2947 | IoU 0.406 [2021-06-11 19:23:03,918][root][INFO] - Lr: 8.661e-03 | Epoch: [11][300/372] | Time 0.468 | Data 0.051 | Loss 0.2945 | IoU 0.406 [2021-06-11 19:23:08,596][root][INFO] - Lr: 8.658e-03 | Epoch: [11][310/372] | Time 0.468 | Data 0.051 | Loss 0.2943 | IoU 0.406 [2021-06-11 19:23:13,241][root][INFO] - Lr: 8.655e-03 | Epoch: [11][320/372] | Time 0.468 | Data 0.051 | Loss 0.2942 | IoU 0.406 [2021-06-11 19:23:17,863][root][INFO] - Lr: 8.652e-03 | Epoch: [11][330/372] | Time 0.468 | Data 0.050 | Loss 0.2940 | IoU 0.406 [2021-06-11 19:23:22,485][root][INFO] - Lr: 8.649e-03 | Epoch: [11][340/372] | Time 0.467 | Data 0.050 | Loss 0.2938 | IoU 0.407 [2021-06-11 19:23:27,105][root][INFO] - Lr: 8.646e-03 | Epoch: [11][350/372] | Time 0.467 | Data 0.050 | Loss 0.2936 | IoU 0.407 [2021-06-11 19:23:31,738][root][INFO] - Lr: 8.643e-03 | Epoch: [11][360/372] | Time 0.467 | Data 0.050 | Loss 0.2934 | IoU 0.407 [2021-06-11 19:23:36,332][root][INFO] - Lr: 8.640e-03 | Epoch: [11][370/372] | Time 0.467 | Data 0.050 | Loss 0.2932 | IoU 0.407 [2021-06-11 19:23:38,529][root][INFO] - Lr: 8.639e-03 | Epoch: [12][0/372] | Time 1.612 | Data 1.161 | Loss 0.2932 | IoU 0.407 [2021-06-11 19:23:43,306][root][INFO] - Lr: 8.636e-03 | Epoch: [12][10/372] | Time 0.585 | Data 0.157 | Loss 0.2930 | IoU 0.407 [2021-06-11 19:23:47,904][root][INFO] - Lr: 8.633e-03 | Epoch: [12][20/372] | Time 0.525 | Data 0.103 | Loss 0.2928 | IoU 0.407 [2021-06-11 19:23:52,537][root][INFO] - Lr: 8.630e-03 | Epoch: [12][30/372] | Time 0.505 | Data 0.084 | Loss 0.2926 | IoU 0.408 [2021-06-11 19:23:57,207][root][INFO] - Lr: 8.627e-03 | Epoch: [12][40/372] | Time 0.496 | Data 0.076 | Loss 0.2924 | IoU 0.408 [2021-06-11 19:24:01,846][root][INFO] - Lr: 8.624e-03 | Epoch: [12][50/372] | Time 0.490 | Data 0.070 | Loss 0.2922 | IoU 0.408 [2021-06-11 19:24:06,485][root][INFO] - Lr: 8.621e-03 | Epoch: [12][60/372] | Time 0.485 | Data 0.066 | Loss 0.2920 | IoU 0.408 [2021-06-11 19:24:11,088][root][INFO] - Lr: 8.617e-03 | Epoch: [12][70/372] | Time 0.482 | Data 0.063 | Loss 0.2918 | IoU 0.408 [2021-06-11 19:24:15,748][root][INFO] - Lr: 8.614e-03 | Epoch: [12][80/372] | Time 0.480 | Data 0.061 | Loss 0.2916 | IoU 0.409 [2021-06-11 19:24:20,388][root][INFO] - Lr: 8.611e-03 | Epoch: [12][90/372] | Time 0.478 | Data 0.059 | Loss 0.2914 | IoU 0.409 [2021-06-11 19:24:25,026][root][INFO] - Lr: 8.608e-03 | Epoch: [12][100/372] | Time 0.477 | Data 0.058 | Loss 0.2912 | IoU 0.409 [2021-06-11 19:24:29,668][root][INFO] - Lr: 8.605e-03 | Epoch: [12][110/372] | Time 0.476 | Data 0.057 | Loss 0.2910 | IoU 0.409 [2021-06-11 19:24:34,317][root][INFO] - Lr: 8.602e-03 | Epoch: [12][120/372] | Time 0.475 | Data 0.056 | Loss 0.2908 | IoU 0.409 [2021-06-11 19:24:38,937][root][INFO] - Lr: 8.599e-03 | Epoch: [12][130/372] | Time 0.474 | Data 0.055 | Loss 0.2906 | IoU 0.409 [2021-06-11 19:24:43,565][root][INFO] - Lr: 8.596e-03 | Epoch: [12][140/372] | Time 0.473 | Data 0.054 | Loss 0.2904 | IoU 0.410 [2021-06-11 19:24:48,198][root][INFO] - Lr: 8.593e-03 | Epoch: [12][150/372] | Time 0.472 | Data 0.054 | Loss 0.2903 | IoU 0.410 [2021-06-11 19:24:52,871][root][INFO] - Lr: 8.590e-03 | Epoch: [12][160/372] | Time 0.472 | Data 0.053 | Loss 0.2901 | IoU 0.410 [2021-06-11 19:24:57,550][root][INFO] - Lr: 8.587e-03 | Epoch: [12][170/372] | Time 0.472 | Data 0.053 | Loss 0.2900 | IoU 0.410 [2021-06-11 19:25:02,188][root][INFO] - Lr: 8.584e-03 | Epoch: [12][180/372] | Time 0.471 | Data 0.053 | Loss 0.2898 | IoU 0.410 [2021-06-11 19:25:06,860][root][INFO] - Lr: 8.581e-03 | Epoch: [12][190/372] | Time 0.471 | Data 0.053 | Loss 0.2896 | IoU 0.410 [2021-06-11 19:25:11,504][root][INFO] - Lr: 8.578e-03 | Epoch: [12][200/372] | Time 0.471 | Data 0.052 | Loss 0.2895 | IoU 0.410 [2021-06-11 19:25:16,139][root][INFO] - Lr: 8.574e-03 | Epoch: [12][210/372] | Time 0.470 | Data 0.052 | Loss 0.2893 | IoU 0.411 [2021-06-11 19:25:20,768][root][INFO] - Lr: 8.571e-03 | Epoch: [12][220/372] | Time 0.470 | Data 0.052 | Loss 0.2892 | IoU 0.411 [2021-06-11 19:25:25,422][root][INFO] - Lr: 8.568e-03 | Epoch: [12][230/372] | Time 0.470 | Data 0.051 | Loss 0.2890 | IoU 0.411 [2021-06-11 19:25:30,048][root][INFO] - Lr: 8.565e-03 | Epoch: [12][240/372] | Time 0.470 | Data 0.051 | Loss 0.2889 | IoU 0.411 [2021-06-11 19:25:34,673][root][INFO] - Lr: 8.562e-03 | Epoch: [12][250/372] | Time 0.469 | Data 0.051 | Loss 0.2887 | IoU 0.411 [2021-06-11 19:25:39,312][root][INFO] - Lr: 8.559e-03 | Epoch: [12][260/372] | Time 0.469 | Data 0.051 | Loss 0.2885 | IoU 0.411 [2021-06-11 19:25:43,977][root][INFO] - Lr: 8.556e-03 | Epoch: [12][270/372] | Time 0.469 | Data 0.051 | Loss 0.2883 | IoU 0.412 [2021-06-11 19:25:48,620][root][INFO] - Lr: 8.553e-03 | Epoch: [12][280/372] | Time 0.469 | Data 0.050 | Loss 0.2882 | IoU 0.412 [2021-06-11 19:25:53,244][root][INFO] - Lr: 8.550e-03 | Epoch: [12][290/372] | Time 0.469 | Data 0.050 | Loss 0.2880 | IoU 0.412 [2021-06-11 19:25:57,859][root][INFO] - Lr: 8.547e-03 | Epoch: [12][300/372] | Time 0.468 | Data 0.050 | Loss 0.2879 | IoU 0.412 [2021-06-11 19:26:02,484][root][INFO] - Lr: 8.544e-03 | Epoch: [12][310/372] | Time 0.468 | Data 0.050 | Loss 0.2877 | IoU 0.412 [2021-06-11 19:26:07,124][root][INFO] - Lr: 8.541e-03 | Epoch: [12][320/372] | Time 0.468 | Data 0.050 | Loss 0.2875 | IoU 0.412 [2021-06-11 19:26:11,752][root][INFO] - Lr: 8.538e-03 | Epoch: [12][330/372] | Time 0.468 | Data 0.050 | Loss 0.2873 | IoU 0.412 [2021-06-11 19:26:16,401][root][INFO] - Lr: 8.534e-03 | Epoch: [12][340/372] | Time 0.468 | Data 0.050 | Loss 0.2871 | IoU 0.413 [2021-06-11 19:26:21,056][root][INFO] - Lr: 8.531e-03 | Epoch: [12][350/372] | Time 0.468 | Data 0.049 | Loss 0.2870 | IoU 0.413 [2021-06-11 19:26:25,702][root][INFO] - Lr: 8.528e-03 | Epoch: [12][360/372] | Time 0.468 | Data 0.049 | Loss 0.2868 | IoU 0.413 [2021-06-11 19:26:30,284][root][INFO] - Lr: 8.525e-03 | Epoch: [12][370/372] | Time 0.467 | Data 0.049 | Loss 0.2866 | IoU 0.413 [2021-06-11 19:26:32,487][root][INFO] - Lr: 8.525e-03 | Epoch: [13][0/372] | Time 1.659 | Data 1.195 | Loss 0.2866 | IoU 0.413 [2021-06-11 19:26:37,297][root][INFO] - Lr: 8.522e-03 | Epoch: [13][10/372] | Time 0.590 | Data 0.166 | Loss 0.2864 | IoU 0.413 [2021-06-11 19:26:41,920][root][INFO] - Lr: 8.518e-03 | Epoch: [13][20/372] | Time 0.529 | Data 0.108 | Loss 0.2863 | IoU 0.413 [2021-06-11 19:26:46,563][root][INFO] - Lr: 8.515e-03 | Epoch: [13][30/372] | Time 0.508 | Data 0.088 | Loss 0.2861 | IoU 0.413 [2021-06-11 19:26:51,173][root][INFO] - Lr: 8.512e-03 | Epoch: [13][40/372] | Time 0.497 | Data 0.077 | Loss 0.2859 | IoU 0.414 [2021-06-11 19:26:55,801][root][INFO] - Lr: 8.509e-03 | Epoch: [13][50/372] | Time 0.490 | Data 0.071 | Loss 0.2857 | IoU 0.414 [2021-06-11 19:27:00,423][root][INFO] - Lr: 8.506e-03 | Epoch: [13][60/372] | Time 0.485 | Data 0.067 | Loss 0.2855 | IoU 0.414 [2021-06-11 19:27:05,068][root][INFO] - Lr: 8.503e-03 | Epoch: [13][70/372] | Time 0.482 | Data 0.064 | Loss 0.2853 | IoU 0.414 [2021-06-11 19:27:09,697][root][INFO] - Lr: 8.500e-03 | Epoch: [13][80/372] | Time 0.480 | Data 0.062 | Loss 0.2852 | IoU 0.414 [2021-06-11 19:27:14,317][root][INFO] - Lr: 8.497e-03 | Epoch: [13][90/372] | Time 0.478 | Data 0.060 | Loss 0.2850 | IoU 0.414 [2021-06-11 19:27:18,948][root][INFO] - Lr: 8.494e-03 | Epoch: [13][100/372] | Time 0.477 | Data 0.058 | Loss 0.2848 | IoU 0.415 [2021-06-11 19:27:23,587][root][INFO] - Lr: 8.491e-03 | Epoch: [13][110/372] | Time 0.475 | Data 0.057 | Loss 0.2846 | IoU 0.415 [2021-06-11 19:27:28,219][root][INFO] - Lr: 8.488e-03 | Epoch: [13][120/372] | Time 0.474 | Data 0.056 | Loss 0.2845 | IoU 0.415 [2021-06-11 19:27:32,864][root][INFO] - Lr: 8.485e-03 | Epoch: [13][130/372] | Time 0.474 | Data 0.056 | Loss 0.2843 | IoU 0.415 [2021-06-11 19:27:37,491][root][INFO] - Lr: 8.481e-03 | Epoch: [13][140/372] | Time 0.473 | Data 0.055 | Loss 0.2841 | IoU 0.415 [2021-06-11 19:27:42,129][root][INFO] - Lr: 8.478e-03 | Epoch: [13][150/372] | Time 0.472 | Data 0.054 | Loss 0.2839 | IoU 0.415 [2021-06-11 19:27:46,748][root][INFO] - Lr: 8.475e-03 | Epoch: [13][160/372] | Time 0.472 | Data 0.054 | Loss 0.2838 | IoU 0.416 [2021-06-11 19:27:51,384][root][INFO] - Lr: 8.472e-03 | Epoch: [13][170/372] | Time 0.471 | Data 0.053 | Loss 0.2836 | IoU 0.416 [2021-06-11 19:27:56,043][root][INFO] - Lr: 8.469e-03 | Epoch: [13][180/372] | Time 0.471 | Data 0.053 | Loss 0.2835 | IoU 0.416 [2021-06-11 19:28:00,690][root][INFO] - Lr: 8.466e-03 | Epoch: [13][190/372] | Time 0.471 | Data 0.052 | Loss 0.2833 | IoU 0.416 [2021-06-11 19:28:05,349][root][INFO] - Lr: 8.463e-03 | Epoch: [13][200/372] | Time 0.470 | Data 0.052 | Loss 0.2831 | IoU 0.416 [2021-06-11 19:28:09,988][root][INFO] - Lr: 8.460e-03 | Epoch: [13][210/372] | Time 0.470 | Data 0.052 | Loss 0.2829 | IoU 0.416 [2021-06-11 19:28:14,595][root][INFO] - Lr: 8.457e-03 | Epoch: [13][220/372] | Time 0.470 | Data 0.052 | Loss 0.2828 | IoU 0.417 [2021-06-11 19:28:19,238][root][INFO] - Lr: 8.454e-03 | Epoch: [13][230/372] | Time 0.469 | Data 0.051 | Loss 0.2826 | IoU 0.417 [2021-06-11 19:28:23,886][root][INFO] - Lr: 8.451e-03 | Epoch: [13][240/372] | Time 0.469 | Data 0.051 | Loss 0.2825 | IoU 0.417 [2021-06-11 19:28:28,502][root][INFO] - Lr: 8.448e-03 | Epoch: [13][250/372] | Time 0.469 | Data 0.051 | Loss 0.2823 | IoU 0.417 [2021-06-11 19:28:33,128][root][INFO] - Lr: 8.445e-03 | Epoch: [13][260/372] | Time 0.469 | Data 0.051 | Loss 0.2822 | IoU 0.417 [2021-06-11 19:28:37,762][root][INFO] - Lr: 8.441e-03 | Epoch: [13][270/372] | Time 0.468 | Data 0.050 | Loss 0.2820 | IoU 0.417 [2021-06-11 19:28:42,380][root][INFO] - Lr: 8.438e-03 | Epoch: [13][280/372] | Time 0.468 | Data 0.050 | Loss 0.2819 | IoU 0.417 [2021-06-11 19:28:47,026][root][INFO] - Lr: 8.435e-03 | Epoch: [13][290/372] | Time 0.468 | Data 0.050 | Loss 0.2817 | IoU 0.418 [2021-06-11 19:28:51,651][root][INFO] - Lr: 8.432e-03 | Epoch: [13][300/372] | Time 0.468 | Data 0.050 | Loss 0.2816 | IoU 0.418 [2021-06-11 19:28:56,296][root][INFO] - Lr: 8.429e-03 | Epoch: [13][310/372] | Time 0.468 | Data 0.050 | Loss 0.2814 | IoU 0.418 [2021-06-11 19:29:00,943][root][INFO] - Lr: 8.426e-03 | Epoch: [13][320/372] | Time 0.468 | Data 0.050 | Loss 0.2813 | IoU 0.418 [2021-06-11 19:29:05,557][root][INFO] - Lr: 8.423e-03 | Epoch: [13][330/372] | Time 0.468 | Data 0.049 | Loss 0.2811 | IoU 0.418 [2021-06-11 19:29:10,182][root][INFO] - Lr: 8.420e-03 | Epoch: [13][340/372] | Time 0.467 | Data 0.049 | Loss 0.2810 | IoU 0.418 [2021-06-11 19:29:14,831][root][INFO] - Lr: 8.417e-03 | Epoch: [13][350/372] | Time 0.467 | Data 0.049 | Loss 0.2808 | IoU 0.418 [2021-06-11 19:29:19,449][root][INFO] - Lr: 8.414e-03 | Epoch: [13][360/372] | Time 0.467 | Data 0.049 | Loss 0.2807 | IoU 0.418 [2021-06-11 19:29:24,020][root][INFO] - Lr: 8.411e-03 | Epoch: [13][370/372] | Time 0.467 | Data 0.049 | Loss 0.2805 | IoU 0.419 [2021-06-11 19:29:26,201][root][INFO] - Lr: 8.410e-03 | Epoch: [14][0/372] | Time 1.617 | Data 1.156 | Loss 0.2805 | IoU 0.419 [2021-06-11 19:29:30,960][root][INFO] - Lr: 8.407e-03 | Epoch: [14][10/372] | Time 0.581 | Data 0.152 | Loss 0.2803 | IoU 0.419 [2021-06-11 19:29:35,602][root][INFO] - Lr: 8.404e-03 | Epoch: [14][20/372] | Time 0.526 | Data 0.103 | Loss 0.2802 | IoU 0.419 [2021-06-11 19:29:40,233][root][INFO] - Lr: 8.401e-03 | Epoch: [14][30/372] | Time 0.506 | Data 0.084 | Loss 0.2800 | IoU 0.419 [2021-06-11 19:29:44,850][root][INFO] - Lr: 8.398e-03 | Epoch: [14][40/372] | Time 0.495 | Data 0.074 | Loss 0.2798 | IoU 0.419 [2021-06-11 19:29:49,508][root][INFO] - Lr: 8.395e-03 | Epoch: [14][50/372] | Time 0.489 | Data 0.069 | Loss 0.2797 | IoU 0.419 [2021-06-11 19:29:54,164][root][INFO] - Lr: 8.391e-03 | Epoch: [14][60/372] | Time 0.485 | Data 0.065 | Loss 0.2795 | IoU 0.419 [2021-06-11 19:29:58,810][root][INFO] - Lr: 8.388e-03 | Epoch: [14][70/372] | Time 0.482 | Data 0.062 | Loss 0.2794 | IoU 0.420 [2021-06-11 19:30:03,428][root][INFO] - Lr: 8.385e-03 | Epoch: [14][80/372] | Time 0.480 | Data 0.060 | Loss 0.2792 | IoU 0.420 [2021-06-11 19:30:08,073][root][INFO] - Lr: 8.382e-03 | Epoch: [14][90/372] | Time 0.478 | Data 0.059 | Loss 0.2791 | IoU 0.420 [2021-06-11 19:30:12,680][root][INFO] - Lr: 8.379e-03 | Epoch: [14][100/372] | Time 0.476 | Data 0.057 | Loss 0.2789 | IoU 0.420 [2021-06-11 19:30:17,316][root][INFO] - Lr: 8.376e-03 | Epoch: [14][110/372] | Time 0.475 | Data 0.056 | Loss 0.2788 | IoU 0.420 [2021-06-11 19:30:21,939][root][INFO] - Lr: 8.373e-03 | Epoch: [14][120/372] | Time 0.474 | Data 0.055 | Loss 0.2787 | IoU 0.420 [2021-06-11 19:30:26,580][root][INFO] - Lr: 8.370e-03 | Epoch: [14][130/372] | Time 0.473 | Data 0.055 | Loss 0.2785 | IoU 0.420 [2021-06-11 19:30:31,214][root][INFO] - Lr: 8.367e-03 | Epoch: [14][140/372] | Time 0.473 | Data 0.054 | Loss 0.2784 | IoU 0.421 [2021-06-11 19:30:35,835][root][INFO] - Lr: 8.364e-03 | Epoch: [14][150/372] | Time 0.472 | Data 0.053 | Loss 0.2782 | IoU 0.421 [2021-06-11 19:30:40,481][root][INFO] - Lr: 8.361e-03 | Epoch: [14][160/372] | Time 0.472 | Data 0.053 | Loss 0.2780 | IoU 0.421 [2021-06-11 19:30:45,129][root][INFO] - Lr: 8.358e-03 | Epoch: [14][170/372] | Time 0.471 | Data 0.052 | Loss 0.2779 | IoU 0.421 [2021-06-11 19:30:49,776][root][INFO] - Lr: 8.354e-03 | Epoch: [14][180/372] | Time 0.471 | Data 0.052 | Loss 0.2777 | IoU 0.421 [2021-06-11 19:30:54,413][root][INFO] - Lr: 8.351e-03 | Epoch: [14][190/372] | Time 0.470 | Data 0.052 | Loss 0.2775 | IoU 0.421 [2021-06-11 19:30:59,028][root][INFO] - Lr: 8.348e-03 | Epoch: [14][200/372] | Time 0.470 | Data 0.051 | Loss 0.2774 | IoU 0.421 [2021-06-11 19:31:03,663][root][INFO] - Lr: 8.345e-03 | Epoch: [14][210/372] | Time 0.470 | Data 0.051 | Loss 0.2772 | IoU 0.421 [2021-06-11 19:31:08,320][root][INFO] - Lr: 8.342e-03 | Epoch: [14][220/372] | Time 0.469 | Data 0.051 | Loss 0.2770 | IoU 0.422 [2021-06-11 19:31:12,963][root][INFO] - Lr: 8.339e-03 | Epoch: [14][230/372] | Time 0.469 | Data 0.051 | Loss 0.2769 | IoU 0.422 [2021-06-11 19:31:17,612][root][INFO] - Lr: 8.336e-03 | Epoch: [14][240/372] | Time 0.469 | Data 0.051 | Loss 0.2768 | IoU 0.422 [2021-06-11 19:31:22,241][root][INFO] - Lr: 8.333e-03 | Epoch: [14][250/372] | Time 0.469 | Data 0.050 | Loss 0.2767 | IoU 0.422 [2021-06-11 19:31:26,871][root][INFO] - Lr: 8.330e-03 | Epoch: [14][260/372] | Time 0.469 | Data 0.050 | Loss 0.2765 | IoU 0.422 [2021-06-11 19:31:31,537][root][INFO] - Lr: 8.327e-03 | Epoch: [14][270/372] | Time 0.469 | Data 0.050 | Loss 0.2764 | IoU 0.422 [2021-06-11 19:31:36,175][root][INFO] - Lr: 8.324e-03 | Epoch: [14][280/372] | Time 0.468 | Data 0.050 | Loss 0.2762 | IoU 0.422 [2021-06-11 19:31:40,847][root][INFO] - Lr: 8.321e-03 | Epoch: [14][290/372] | Time 0.468 | Data 0.050 | Loss 0.2760 | IoU 0.423 [2021-06-11 19:31:45,491][root][INFO] - Lr: 8.317e-03 | Epoch: [14][300/372] | Time 0.468 | Data 0.050 | Loss 0.2759 | IoU 0.423 [2021-06-11 19:31:50,127][root][INFO] - Lr: 8.314e-03 | Epoch: [14][310/372] | Time 0.468 | Data 0.050 | Loss 0.2758 | IoU 0.423 [2021-06-11 19:31:54,779][root][INFO] - Lr: 8.311e-03 | Epoch: [14][320/372] | Time 0.468 | Data 0.049 | Loss 0.2756 | IoU 0.423 [2021-06-11 19:31:59,413][root][INFO] - Lr: 8.308e-03 | Epoch: [14][330/372] | Time 0.468 | Data 0.049 | Loss 0.2755 | IoU 0.423 [2021-06-11 19:32:04,058][root][INFO] - Lr: 8.305e-03 | Epoch: [14][340/372] | Time 0.468 | Data 0.049 | Loss 0.2753 | IoU 0.423 [2021-06-11 19:32:08,702][root][INFO] - Lr: 8.302e-03 | Epoch: [14][350/372] | Time 0.468 | Data 0.049 | Loss 0.2752 | IoU 0.423 [2021-06-11 19:32:13,321][root][INFO] - Lr: 8.299e-03 | Epoch: [14][360/372] | Time 0.467 | Data 0.049 | Loss 0.2750 | IoU 0.424 [2021-06-11 19:32:17,900][root][INFO] - Lr: 8.296e-03 | Epoch: [14][370/372] | Time 0.467 | Data 0.049 | Loss 0.2749 | IoU 0.424 [2021-06-11 19:32:20,047][root][INFO] - Lr: 8.295e-03 | Epoch: [15][0/372] | Time 1.612 | Data 1.145 | Loss 0.2749 | IoU 0.424 [2021-06-11 19:32:24,877][root][INFO] - Lr: 8.292e-03 | Epoch: [15][10/372] | Time 0.586 | Data 0.163 | Loss 0.2747 | IoU 0.424 [2021-06-11 19:32:29,523][root][INFO] - Lr: 8.289e-03 | Epoch: [15][20/372] | Time 0.529 | Data 0.108 | Loss 0.2746 | IoU 0.424 [2021-06-11 19:32:34,157][root][INFO] - Lr: 8.286e-03 | Epoch: [15][30/372] | Time 0.508 | Data 0.088 | Loss 0.2744 | IoU 0.424 [2021-06-11 19:32:38,795][root][INFO] - Lr: 8.283e-03 | Epoch: [15][40/372] | Time 0.497 | Data 0.078 | Loss 0.2743 | IoU 0.424 [2021-06-11 19:32:43,421][root][INFO] - Lr: 8.280e-03 | Epoch: [15][50/372] | Time 0.490 | Data 0.072 | Loss 0.2741 | IoU 0.424 [2021-06-11 19:32:48,059][root][INFO] - Lr: 8.277e-03 | Epoch: [15][60/372] | Time 0.486 | Data 0.067 | Loss 0.2740 | IoU 0.425 [2021-06-11 19:32:52,672][root][INFO] - Lr: 8.274e-03 | Epoch: [15][70/372] | Time 0.482 | Data 0.064 | Loss 0.2739 | IoU 0.425 [2021-06-11 19:32:57,309][root][INFO] - Lr: 8.271e-03 | Epoch: [15][80/372] | Time 0.480 | Data 0.062 | Loss 0.2737 | IoU 0.425 [2021-06-11 19:33:01,943][root][INFO] - Lr: 8.267e-03 | Epoch: [15][90/372] | Time 0.478 | Data 0.060 | Loss 0.2736 | IoU 0.425 [2021-06-11 19:33:06,593][root][INFO] - Lr: 8.264e-03 | Epoch: [15][100/372] | Time 0.477 | Data 0.059 | Loss 0.2734 | IoU 0.425 [2021-06-11 19:33:11,216][root][INFO] - Lr: 8.261e-03 | Epoch: [15][110/372] | Time 0.476 | Data 0.057 | Loss 0.2733 | IoU 0.425 [2021-06-11 19:33:15,833][root][INFO] - Lr: 8.258e-03 | Epoch: [15][120/372] | Time 0.474 | Data 0.056 | Loss 0.2731 | IoU 0.425 [2021-06-11 19:33:20,498][root][INFO] - Lr: 8.255e-03 | Epoch: [15][130/372] | Time 0.474 | Data 0.056 | Loss 0.2730 | IoU 0.425 [2021-06-11 19:33:25,132][root][INFO] - Lr: 8.252e-03 | Epoch: [15][140/372] | Time 0.473 | Data 0.055 | Loss 0.2729 | IoU 0.426 [2021-06-11 19:33:29,737][root][INFO] - Lr: 8.249e-03 | Epoch: [15][150/372] | Time 0.472 | Data 0.054 | Loss 0.2727 | IoU 0.426 [2021-06-11 19:33:34,421][root][INFO] - Lr: 8.246e-03 | Epoch: [15][160/372] | Time 0.472 | Data 0.054 | Loss 0.2726 | IoU 0.426 [2021-06-11 19:33:39,057][root][INFO] - Lr: 8.243e-03 | Epoch: [15][170/372] | Time 0.472 | Data 0.054 | Loss 0.2725 | IoU 0.426 [2021-06-11 19:33:43,710][root][INFO] - Lr: 8.240e-03 | Epoch: [15][180/372] | Time 0.471 | Data 0.053 | Loss 0.2724 | IoU 0.426 [2021-06-11 19:33:48,338][root][INFO] - Lr: 8.237e-03 | Epoch: [15][190/372] | Time 0.471 | Data 0.053 | Loss 0.2722 | IoU 0.426 [2021-06-11 19:33:52,990][root][INFO] - Lr: 8.233e-03 | Epoch: [15][200/372] | Time 0.470 | Data 0.052 | Loss 0.2721 | IoU 0.426 [2021-06-11 19:33:57,628][root][INFO] - Lr: 8.230e-03 | Epoch: [15][210/372] | Time 0.470 | Data 0.052 | Loss 0.2719 | IoU 0.426 [2021-06-11 19:34:02,266][root][INFO] - Lr: 8.227e-03 | Epoch: [15][220/372] | Time 0.470 | Data 0.052 | Loss 0.2718 | IoU 0.427 [2021-06-11 19:34:06,904][root][INFO] - Lr: 8.224e-03 | Epoch: [15][230/372] | Time 0.470 | Data 0.051 | Loss 0.2717 | IoU 0.427 [2021-06-11 19:34:11,532][root][INFO] - Lr: 8.221e-03 | Epoch: [15][240/372] | Time 0.469 | Data 0.051 | Loss 0.2716 | IoU 0.427 [2021-06-11 19:34:16,186][root][INFO] - Lr: 8.218e-03 | Epoch: [15][250/372] | Time 0.469 | Data 0.051 | Loss 0.2714 | IoU 0.427 [2021-06-11 19:34:20,809][root][INFO] - Lr: 8.215e-03 | Epoch: [15][260/372] | Time 0.469 | Data 0.051 | Loss 0.2713 | IoU 0.427 [2021-06-11 19:34:25,480][root][INFO] - Lr: 8.212e-03 | Epoch: [15][270/372] | Time 0.469 | Data 0.051 | Loss 0.2711 | IoU 0.427 [2021-06-11 19:34:30,110][root][INFO] - Lr: 8.209e-03 | Epoch: [15][280/372] | Time 0.469 | Data 0.051 | Loss 0.2710 | IoU 0.427 [2021-06-11 19:34:34,775][root][INFO] - Lr: 8.206e-03 | Epoch: [15][290/372] | Time 0.469 | Data 0.050 | Loss 0.2709 | IoU 0.427 [2021-06-11 19:34:39,409][root][INFO] - Lr: 8.203e-03 | Epoch: [15][300/372] | Time 0.468 | Data 0.050 | Loss 0.2708 | IoU 0.427 [2021-06-11 19:34:44,032][root][INFO] - Lr: 8.199e-03 | Epoch: [15][310/372] | Time 0.468 | Data 0.050 | Loss 0.2706 | IoU 0.428 [2021-06-11 19:34:48,649][root][INFO] - Lr: 8.196e-03 | Epoch: [15][320/372] | Time 0.468 | Data 0.050 | Loss 0.2705 | IoU 0.428 [2021-06-11 19:34:53,307][root][INFO] - Lr: 8.193e-03 | Epoch: [15][330/372] | Time 0.468 | Data 0.050 | Loss 0.2703 | IoU 0.428 [2021-06-11 19:34:57,936][root][INFO] - Lr: 8.190e-03 | Epoch: [15][340/372] | Time 0.468 | Data 0.050 | Loss 0.2702 | IoU 0.428 [2021-06-11 19:35:02,584][root][INFO] - Lr: 8.187e-03 | Epoch: [15][350/372] | Time 0.468 | Data 0.050 | Loss 0.2701 | IoU 0.428 [2021-06-11 19:35:07,202][root][INFO] - Lr: 8.184e-03 | Epoch: [15][360/372] | Time 0.468 | Data 0.049 | Loss 0.2700 | IoU 0.428 [2021-06-11 19:35:11,793][root][INFO] - Lr: 8.181e-03 | Epoch: [15][370/372] | Time 0.467 | Data 0.049 | Loss 0.2699 | IoU 0.428 [2021-06-11 19:35:12,595][root][INFO] - 0/500 [2021-06-11 19:35:12,727][root][INFO] - 1/500 [2021-06-11 19:35:12,832][root][INFO] - 2/500 [2021-06-11 19:35:12,922][root][INFO] - 3/500 [2021-06-11 19:35:13,018][root][INFO] - 4/500 [2021-06-11 19:35:13,127][root][INFO] - 5/500 [2021-06-11 19:35:13,228][root][INFO] - 6/500 [2021-06-11 19:35:13,298][root][INFO] - 7/500 [2021-06-11 19:35:13,383][root][INFO] - 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495/500 [2021-06-11 19:35:59,843][root][INFO] - 496/500 [2021-06-11 19:35:59,914][root][INFO] - 497/500 [2021-06-11 19:35:59,984][root][INFO] - 498/500 [2021-06-11 19:36:00,056][root][INFO] - 499/500 [2021-06-11 19:36:00,189][root][INFO] - Validation set: Time avg per batch 0.096 Loss avg 0.2906 IoU avg 0.507 [2021-06-11 19:36:00,190][root][INFO] - ---> save checkpoint [2021-06-11 19:36:05,271][root][INFO] - Lr: 8.180e-03 | Epoch: [16][0/372] | Time 1.679 | Data 1.210 | Loss 0.2699 | IoU 0.428 [2021-06-11 19:36:10,006][root][INFO] - Lr: 8.177e-03 | Epoch: [16][10/372] | Time 0.587 | Data 0.161 | Loss 0.2697 | IoU 0.428 [2021-06-11 19:36:14,758][root][INFO] - Lr: 8.174e-03 | Epoch: [16][20/372] | Time 0.534 | Data 0.106 | Loss 0.2696 | IoU 0.429 [2021-06-11 19:36:19,366][root][INFO] - Lr: 8.171e-03 | Epoch: [16][30/372] | Time 0.510 | Data 0.087 | Loss 0.2694 | IoU 0.429 [2021-06-11 19:36:23,994][root][INFO] - Lr: 8.168e-03 | Epoch: [16][40/372] | Time 0.499 | Data 0.078 | Loss 0.2693 | IoU 0.429 [2021-06-11 19:36:28,604][root][INFO] - Lr: 8.165e-03 | Epoch: [16][50/372] | Time 0.491 | Data 0.071 | Loss 0.2692 | IoU 0.429 [2021-06-11 19:36:33,213][root][INFO] - Lr: 8.162e-03 | Epoch: [16][60/372] | Time 0.486 | Data 0.067 | Loss 0.2690 | IoU 0.429 [2021-06-11 19:36:37,831][root][INFO] - Lr: 8.159e-03 | Epoch: [16][70/372] | Time 0.483 | Data 0.064 | Loss 0.2689 | IoU 0.429 [2021-06-11 19:36:42,429][root][INFO] - Lr: 8.156e-03 | Epoch: [16][80/372] | Time 0.480 | Data 0.062 | Loss 0.2688 | IoU 0.429 [2021-06-11 19:36:47,016][root][INFO] - Lr: 8.152e-03 | Epoch: [16][90/372] | Time 0.478 | Data 0.060 | Loss 0.2687 | IoU 0.429 [2021-06-11 19:36:51,623][root][INFO] - Lr: 8.149e-03 | Epoch: [16][100/372] | Time 0.476 | Data 0.058 | Loss 0.2686 | IoU 0.430 [2021-06-11 19:36:56,286][root][INFO] - Lr: 8.146e-03 | Epoch: [16][110/372] | Time 0.475 | Data 0.057 | Loss 0.2684 | IoU 0.430 [2021-06-11 19:37:00,903][root][INFO] - Lr: 8.143e-03 | Epoch: [16][120/372] | Time 0.474 | Data 0.057 | Loss 0.2683 | IoU 0.430 [2021-06-11 19:37:05,527][root][INFO] - Lr: 8.140e-03 | Epoch: [16][130/372] | Time 0.473 | Data 0.056 | Loss 0.2682 | IoU 0.430 [2021-06-11 19:37:10,175][root][INFO] - Lr: 8.137e-03 | Epoch: [16][140/372] | Time 0.473 | Data 0.055 | Loss 0.2681 | IoU 0.430 [2021-06-11 19:37:14,795][root][INFO] - Lr: 8.134e-03 | Epoch: [16][150/372] | Time 0.472 | Data 0.054 | Loss 0.2679 | IoU 0.430 [2021-06-11 19:37:19,411][root][INFO] - Lr: 8.131e-03 | Epoch: [16][160/372] | Time 0.471 | Data 0.054 | Loss 0.2678 | IoU 0.430 [2021-06-11 19:37:24,030][root][INFO] - Lr: 8.128e-03 | Epoch: [16][170/372] | Time 0.471 | Data 0.053 | Loss 0.2677 | IoU 0.430 [2021-06-11 19:37:28,677][root][INFO] - Lr: 8.125e-03 | Epoch: [16][180/372] | Time 0.470 | Data 0.053 | Loss 0.2675 | IoU 0.430 [2021-06-11 19:37:33,310][root][INFO] - Lr: 8.121e-03 | Epoch: [16][190/372] | Time 0.470 | Data 0.053 | Loss 0.2674 | IoU 0.431 [2021-06-11 19:37:37,962][root][INFO] - Lr: 8.118e-03 | Epoch: [16][200/372] | Time 0.470 | Data 0.052 | Loss 0.2673 | IoU 0.431 [2021-06-11 19:37:42,607][root][INFO] - Lr: 8.115e-03 | Epoch: [16][210/372] | Time 0.469 | Data 0.052 | Loss 0.2672 | IoU 0.431 [2021-06-11 19:37:47,263][root][INFO] - Lr: 8.112e-03 | Epoch: [16][220/372] | Time 0.469 | Data 0.052 | Loss 0.2671 | IoU 0.431 [2021-06-11 19:37:51,881][root][INFO] - Lr: 8.109e-03 | Epoch: [16][230/372] | Time 0.469 | Data 0.052 | Loss 0.2669 | IoU 0.431 [2021-06-11 19:37:56,524][root][INFO] - Lr: 8.106e-03 | Epoch: [16][240/372] | Time 0.469 | Data 0.051 | Loss 0.2668 | IoU 0.431 [2021-06-11 19:38:01,151][root][INFO] - Lr: 8.103e-03 | Epoch: [16][250/372] | Time 0.469 | Data 0.051 | Loss 0.2667 | IoU 0.431 [2021-06-11 19:38:05,809][root][INFO] - Lr: 8.100e-03 | Epoch: [16][260/372] | Time 0.468 | Data 0.051 | Loss 0.2666 | IoU 0.431 [2021-06-11 19:38:10,468][root][INFO] - Lr: 8.097e-03 | Epoch: [16][270/372] | Time 0.468 | Data 0.051 | Loss 0.2664 | IoU 0.431 [2021-06-11 19:38:15,140][root][INFO] - Lr: 8.094e-03 | Epoch: [16][280/372] | Time 0.468 | Data 0.051 | Loss 0.2663 | IoU 0.432 [2021-06-11 19:38:19,774][root][INFO] - Lr: 8.091e-03 | Epoch: [16][290/372] | Time 0.468 | Data 0.051 | Loss 0.2662 | IoU 0.432 [2021-06-11 19:38:24,424][root][INFO] - Lr: 8.087e-03 | Epoch: [16][300/372] | Time 0.468 | Data 0.050 | Loss 0.2661 | IoU 0.432 [2021-06-11 19:38:29,074][root][INFO] - Lr: 8.084e-03 | Epoch: [16][310/372] | Time 0.468 | Data 0.050 | Loss 0.2660 | IoU 0.432 [2021-06-11 19:38:33,715][root][INFO] - Lr: 8.081e-03 | Epoch: [16][320/372] | Time 0.468 | Data 0.050 | Loss 0.2658 | IoU 0.432 [2021-06-11 19:38:38,350][root][INFO] - Lr: 8.078e-03 | Epoch: [16][330/372] | Time 0.468 | Data 0.050 | Loss 0.2657 | IoU 0.432 [2021-06-11 19:38:42,964][root][INFO] - Lr: 8.075e-03 | Epoch: [16][340/372] | Time 0.468 | Data 0.050 | Loss 0.2656 | IoU 0.432 [2021-06-11 19:38:47,609][root][INFO] - Lr: 8.072e-03 | Epoch: [16][350/372] | Time 0.467 | Data 0.050 | Loss 0.2655 | IoU 0.432 [2021-06-11 19:38:52,228][root][INFO] - Lr: 8.069e-03 | Epoch: [16][360/372] | Time 0.467 | Data 0.050 | Loss 0.2653 | IoU 0.432 [2021-06-11 19:38:56,807][root][INFO] - Lr: 8.066e-03 | Epoch: [16][370/372] | Time 0.467 | Data 0.049 | Loss 0.2652 | IoU 0.433 [2021-06-11 19:38:58,968][root][INFO] - Lr: 8.065e-03 | Epoch: [17][0/372] | Time 1.613 | Data 1.164 | Loss 0.2652 | IoU 0.433 [2021-06-11 19:39:03,789][root][INFO] - Lr: 8.062e-03 | Epoch: [17][10/372] | Time 0.582 | Data 0.159 | Loss 0.2651 | IoU 0.433 [2021-06-11 19:39:08,418][root][INFO] - Lr: 8.059e-03 | Epoch: [17][20/372] | Time 0.527 | Data 0.107 | Loss 0.2649 | IoU 0.433 [2021-06-11 19:39:13,021][root][INFO] - Lr: 8.056e-03 | Epoch: [17][30/372] | Time 0.505 | Data 0.086 | Loss 0.2648 | IoU 0.433 [2021-06-11 19:39:17,653][root][INFO] - Lr: 8.053e-03 | Epoch: [17][40/372] | Time 0.495 | Data 0.076 | Loss 0.2647 | IoU 0.433 [2021-06-11 19:39:22,290][root][INFO] - Lr: 8.050e-03 | Epoch: [17][50/372] | Time 0.489 | Data 0.070 | Loss 0.2646 | IoU 0.433 [2021-06-11 19:39:26,924][root][INFO] - Lr: 8.047e-03 | Epoch: [17][60/372] | Time 0.485 | Data 0.066 | Loss 0.2644 | IoU 0.433 [2021-06-11 19:39:31,601][root][INFO] - Lr: 8.043e-03 | Epoch: [17][70/372] | Time 0.482 | Data 0.063 | Loss 0.2643 | IoU 0.433 [2021-06-11 19:39:36,266][root][INFO] - Lr: 8.040e-03 | Epoch: [17][80/372] | Time 0.480 | Data 0.061 | Loss 0.2642 | IoU 0.433 [2021-06-11 19:39:40,921][root][INFO] - Lr: 8.037e-03 | Epoch: [17][90/372] | Time 0.479 | Data 0.060 | Loss 0.2640 | IoU 0.434 [2021-06-11 19:39:45,573][root][INFO] - Lr: 8.034e-03 | Epoch: [17][100/372] | Time 0.477 | Data 0.059 | Loss 0.2639 | IoU 0.434 [2021-06-11 19:39:50,222][root][INFO] - Lr: 8.031e-03 | Epoch: [17][110/372] | Time 0.476 | Data 0.057 | Loss 0.2638 | IoU 0.434 [2021-06-11 19:39:54,901][root][INFO] - Lr: 8.028e-03 | Epoch: [17][120/372] | Time 0.476 | Data 0.057 | Loss 0.2636 | IoU 0.434 [2021-06-11 19:39:59,554][root][INFO] - Lr: 8.025e-03 | Epoch: [17][130/372] | Time 0.475 | Data 0.056 | Loss 0.2635 | IoU 0.434 [2021-06-11 19:40:04,166][root][INFO] - Lr: 8.022e-03 | Epoch: [17][140/372] | Time 0.474 | Data 0.055 | Loss 0.2634 | IoU 0.434 [2021-06-11 19:40:08,817][root][INFO] - Lr: 8.019e-03 | Epoch: [17][150/372] | Time 0.473 | Data 0.054 | Loss 0.2633 | IoU 0.434 [2021-06-11 19:40:13,477][root][INFO] - Lr: 8.016e-03 | Epoch: [17][160/372] | Time 0.473 | Data 0.054 | Loss 0.2632 | IoU 0.435 [2021-06-11 19:40:18,128][root][INFO] - Lr: 8.012e-03 | Epoch: [17][170/372] | Time 0.472 | Data 0.054 | Loss 0.2630 | IoU 0.435 [2021-06-11 19:40:22,761][root][INFO] - Lr: 8.009e-03 | Epoch: [17][180/372] | Time 0.472 | Data 0.053 | Loss 0.2629 | IoU 0.435 [2021-06-11 19:40:27,374][root][INFO] - Lr: 8.006e-03 | Epoch: [17][190/372] | Time 0.471 | Data 0.053 | Loss 0.2628 | IoU 0.435 [2021-06-11 19:40:32,012][root][INFO] - Lr: 8.003e-03 | Epoch: [17][200/372] | Time 0.471 | Data 0.052 | Loss 0.2627 | IoU 0.435 [2021-06-11 19:40:36,654][root][INFO] - Lr: 8.000e-03 | Epoch: [17][210/372] | Time 0.471 | Data 0.052 | Loss 0.2626 | IoU 0.435 [2021-06-11 19:40:41,288][root][INFO] - Lr: 7.997e-03 | Epoch: [17][220/372] | Time 0.470 | Data 0.052 | Loss 0.2625 | IoU 0.435 [2021-06-11 19:40:45,903][root][INFO] - Lr: 7.994e-03 | Epoch: [17][230/372] | Time 0.470 | Data 0.051 | Loss 0.2624 | IoU 0.435 [2021-06-11 19:40:50,531][root][INFO] - Lr: 7.991e-03 | Epoch: [17][240/372] | Time 0.470 | Data 0.051 | Loss 0.2623 | IoU 0.435 [2021-06-11 19:40:55,180][root][INFO] - Lr: 7.988e-03 | Epoch: [17][250/372] | Time 0.469 | Data 0.051 | Loss 0.2621 | IoU 0.435 [2021-06-11 19:40:59,806][root][INFO] - Lr: 7.985e-03 | Epoch: [17][260/372] | Time 0.469 | Data 0.051 | Loss 0.2620 | IoU 0.436 [2021-06-11 19:41:04,449][root][INFO] - Lr: 7.981e-03 | Epoch: [17][270/372] | Time 0.469 | Data 0.050 | Loss 0.2619 | IoU 0.436 [2021-06-11 19:41:09,091][root][INFO] - Lr: 7.978e-03 | Epoch: [17][280/372] | Time 0.469 | Data 0.050 | Loss 0.2618 | IoU 0.436 [2021-06-11 19:41:13,723][root][INFO] - Lr: 7.975e-03 | Epoch: [17][290/372] | Time 0.469 | Data 0.050 | Loss 0.2617 | IoU 0.436 [2021-06-11 19:41:18,360][root][INFO] - Lr: 7.972e-03 | Epoch: [17][300/372] | Time 0.468 | Data 0.050 | Loss 0.2616 | IoU 0.436 [2021-06-11 19:41:22,975][root][INFO] - Lr: 7.969e-03 | Epoch: [17][310/372] | Time 0.468 | Data 0.050 | Loss 0.2615 | IoU 0.436 [2021-06-11 19:41:27,649][root][INFO] - Lr: 7.966e-03 | Epoch: [17][320/372] | Time 0.468 | Data 0.050 | Loss 0.2613 | IoU 0.436 [2021-06-11 19:41:32,266][root][INFO] - Lr: 7.963e-03 | Epoch: [17][330/372] | Time 0.468 | Data 0.050 | Loss 0.2612 | IoU 0.436 [2021-06-11 19:41:36,907][root][INFO] - Lr: 7.960e-03 | Epoch: [17][340/372] | Time 0.468 | Data 0.049 | Loss 0.2611 | IoU 0.436 [2021-06-11 19:41:41,579][root][INFO] - Lr: 7.957e-03 | Epoch: [17][350/372] | Time 0.468 | Data 0.049 | Loss 0.2610 | IoU 0.437 [2021-06-11 19:41:46,210][root][INFO] - Lr: 7.954e-03 | Epoch: [17][360/372] | Time 0.468 | Data 0.049 | Loss 0.2609 | IoU 0.437 [2021-06-11 19:41:50,799][root][INFO] - Lr: 7.950e-03 | Epoch: [17][370/372] | Time 0.467 | Data 0.049 | Loss 0.2608 | IoU 0.437 [2021-06-11 19:41:53,039][root][INFO] - Lr: 7.950e-03 | Epoch: [18][0/372] | Time 1.688 | Data 1.253 | Loss 0.2608 | IoU 0.437 [2021-06-11 19:41:57,809][root][INFO] - Lr: 7.947e-03 | Epoch: [18][10/372] | Time 0.588 | Data 0.162 | Loss 0.2606 | IoU 0.437 [2021-06-11 19:42:02,441][root][INFO] - Lr: 7.944e-03 | Epoch: [18][20/372] | Time 0.529 | Data 0.106 | Loss 0.2605 | IoU 0.437 [2021-06-11 19:42:07,107][root][INFO] - Lr: 7.941e-03 | Epoch: [18][30/372] | Time 0.509 | Data 0.088 | Loss 0.2604 | IoU 0.437 [2021-06-11 19:42:11,727][root][INFO] - Lr: 7.937e-03 | Epoch: [18][40/372] | Time 0.497 | Data 0.077 | Loss 0.2603 | IoU 0.437 [2021-06-11 19:42:16,368][root][INFO] - Lr: 7.934e-03 | Epoch: [18][50/372] | Time 0.491 | Data 0.071 | Loss 0.2602 | IoU 0.437 [2021-06-11 19:42:20,994][root][INFO] - Lr: 7.931e-03 | Epoch: [18][60/372] | Time 0.486 | Data 0.067 | Loss 0.2601 | IoU 0.438 [2021-06-11 19:42:25,638][root][INFO] - Lr: 7.928e-03 | Epoch: [18][70/372] | Time 0.483 | Data 0.064 | Loss 0.2599 | IoU 0.438 [2021-06-11 19:42:30,263][root][INFO] - Lr: 7.925e-03 | Epoch: [18][80/372] | Time 0.481 | Data 0.062 | Loss 0.2598 | IoU 0.438 [2021-06-11 19:42:34,918][root][INFO] - Lr: 7.922e-03 | Epoch: [18][90/372] | Time 0.479 | Data 0.060 | Loss 0.2597 | IoU 0.438 [2021-06-11 19:42:39,534][root][INFO] - Lr: 7.919e-03 | Epoch: [18][100/372] | Time 0.477 | Data 0.059 | Loss 0.2596 | IoU 0.438 [2021-06-11 19:42:44,137][root][INFO] - Lr: 7.916e-03 | Epoch: [18][110/372] | Time 0.476 | Data 0.057 | Loss 0.2595 | IoU 0.438 [2021-06-11 19:42:48,800][root][INFO] - Lr: 7.913e-03 | Epoch: [18][120/372] | Time 0.475 | Data 0.056 | Loss 0.2593 | IoU 0.438 [2021-06-11 19:42:53,437][root][INFO] - Lr: 7.910e-03 | Epoch: [18][130/372] | Time 0.474 | Data 0.056 | Loss 0.2592 | IoU 0.438 [2021-06-11 19:42:58,046][root][INFO] - Lr: 7.906e-03 | Epoch: [18][140/372] | Time 0.473 | Data 0.055 | Loss 0.2591 | IoU 0.438 [2021-06-11 19:43:02,714][root][INFO] - Lr: 7.903e-03 | Epoch: [18][150/372] | Time 0.473 | Data 0.054 | Loss 0.2590 | IoU 0.438 [2021-06-11 19:43:07,353][root][INFO] - Lr: 7.900e-03 | Epoch: [18][160/372] | Time 0.472 | Data 0.054 | Loss 0.2589 | IoU 0.439 [2021-06-11 19:43:11,998][root][INFO] - Lr: 7.897e-03 | Epoch: [18][170/372] | Time 0.472 | Data 0.053 | Loss 0.2587 | IoU 0.439 [2021-06-11 19:43:16,685][root][INFO] - Lr: 7.894e-03 | Epoch: [18][180/372] | Time 0.472 | Data 0.053 | Loss 0.2586 | IoU 0.439 [2021-06-11 19:43:21,312][root][INFO] - Lr: 7.891e-03 | Epoch: [18][190/372] | Time 0.471 | Data 0.053 | Loss 0.2585 | IoU 0.439 [2021-06-11 19:43:25,983][root][INFO] - Lr: 7.888e-03 | Epoch: [18][200/372] | Time 0.471 | Data 0.052 | Loss 0.2584 | IoU 0.439 [2021-06-11 19:43:30,596][root][INFO] - Lr: 7.885e-03 | Epoch: [18][210/372] | Time 0.470 | Data 0.052 | Loss 0.2583 | IoU 0.439 [2021-06-11 19:43:35,248][root][INFO] - Lr: 7.882e-03 | Epoch: [18][220/372] | Time 0.470 | Data 0.052 | Loss 0.2581 | IoU 0.439 [2021-06-11 19:43:39,889][root][INFO] - Lr: 7.878e-03 | Epoch: [18][230/372] | Time 0.470 | Data 0.052 | Loss 0.2580 | IoU 0.439 [2021-06-11 19:43:44,540][root][INFO] - Lr: 7.875e-03 | Epoch: [18][240/372] | Time 0.470 | Data 0.051 | Loss 0.2579 | IoU 0.440 [2021-06-11 19:43:49,180][root][INFO] - Lr: 7.872e-03 | Epoch: [18][250/372] | Time 0.469 | Data 0.051 | Loss 0.2578 | IoU 0.440 [2021-06-11 19:43:53,820][root][INFO] - Lr: 7.869e-03 | Epoch: [18][260/372] | Time 0.469 | Data 0.051 | Loss 0.2577 | IoU 0.440 [2021-06-11 19:43:58,429][root][INFO] - Lr: 7.866e-03 | Epoch: [18][270/372] | Time 0.469 | Data 0.051 | Loss 0.2576 | IoU 0.440 [2021-06-11 19:44:03,077][root][INFO] - Lr: 7.863e-03 | Epoch: [18][280/372] | Time 0.469 | Data 0.051 | Loss 0.2575 | IoU 0.440 [2021-06-11 19:44:07,709][root][INFO] - Lr: 7.860e-03 | Epoch: [18][290/372] | Time 0.469 | Data 0.050 | Loss 0.2574 | IoU 0.440 [2021-06-11 19:44:12,320][root][INFO] - Lr: 7.857e-03 | Epoch: [18][300/372] | Time 0.468 | Data 0.050 | Loss 0.2573 | IoU 0.440 [2021-06-11 19:44:16,934][root][INFO] - Lr: 7.854e-03 | Epoch: [18][310/372] | Time 0.468 | Data 0.050 | Loss 0.2572 | IoU 0.440 [2021-06-11 19:44:21,569][root][INFO] - Lr: 7.851e-03 | Epoch: [18][320/372] | Time 0.468 | Data 0.050 | Loss 0.2571 | IoU 0.440 [2021-06-11 19:44:26,219][root][INFO] - Lr: 7.847e-03 | Epoch: [18][330/372] | Time 0.468 | Data 0.050 | Loss 0.2570 | IoU 0.441 [2021-06-11 19:44:30,835][root][INFO] - Lr: 7.844e-03 | Epoch: [18][340/372] | Time 0.468 | Data 0.050 | Loss 0.2569 | IoU 0.441 [2021-06-11 19:44:35,467][root][INFO] - Lr: 7.841e-03 | Epoch: [18][350/372] | Time 0.468 | Data 0.049 | Loss 0.2568 | IoU 0.441 [2021-06-11 19:44:40,107][root][INFO] - Lr: 7.838e-03 | Epoch: [18][360/372] | Time 0.467 | Data 0.049 | Loss 0.2567 | IoU 0.441 [2021-06-11 19:44:44,684][root][INFO] - Lr: 7.835e-03 | Epoch: [18][370/372] | Time 0.467 | Data 0.049 | Loss 0.2566 | IoU 0.441 [2021-06-11 19:44:46,823][root][INFO] - Lr: 7.834e-03 | Epoch: [19][0/372] | Time 1.574 | Data 1.145 | Loss 0.2566 | IoU 0.441 [2021-06-11 19:44:51,771][root][INFO] - Lr: 7.831e-03 | Epoch: [19][10/372] | Time 0.597 | Data 0.170 | Loss 0.2565 | IoU 0.441 [2021-06-11 19:44:56,380][root][INFO] - Lr: 7.828e-03 | Epoch: [19][20/372] | Time 0.532 | Data 0.110 | Loss 0.2564 | IoU 0.441 [2021-06-11 19:45:00,987][root][INFO] - Lr: 7.825e-03 | Epoch: [19][30/372] | Time 0.509 | Data 0.088 | Loss 0.2562 | IoU 0.441 [2021-06-11 19:45:05,643][root][INFO] - Lr: 7.822e-03 | Epoch: [19][40/372] | Time 0.498 | Data 0.078 | Loss 0.2561 | IoU 0.441 [2021-06-11 19:45:10,296][root][INFO] - Lr: 7.819e-03 | Epoch: [19][50/372] | Time 0.492 | Data 0.072 | Loss 0.2560 | IoU 0.442 [2021-06-11 19:45:14,963][root][INFO] - Lr: 7.816e-03 | Epoch: [19][60/372] | Time 0.488 | Data 0.068 | Loss 0.2559 | IoU 0.442 [2021-06-11 19:45:19,604][root][INFO] - Lr: 7.813e-03 | Epoch: [19][70/372] | Time 0.484 | Data 0.065 | Loss 0.2558 | IoU 0.442 [2021-06-11 19:45:24,282][root][INFO] - Lr: 7.809e-03 | Epoch: [19][80/372] | Time 0.482 | Data 0.063 | Loss 0.2557 | IoU 0.442 [2021-06-11 19:45:28,940][root][INFO] - Lr: 7.806e-03 | Epoch: [19][90/372] | Time 0.481 | Data 0.062 | Loss 0.2556 | IoU 0.442 [2021-06-11 19:45:33,564][root][INFO] - Lr: 7.803e-03 | Epoch: [19][100/372] | Time 0.479 | Data 0.060 | Loss 0.2555 | IoU 0.442 [2021-06-11 19:45:38,188][root][INFO] - Lr: 7.800e-03 | Epoch: [19][110/372] | Time 0.477 | Data 0.059 | Loss 0.2554 | IoU 0.442 [2021-06-11 19:45:42,819][root][INFO] - Lr: 7.797e-03 | Epoch: [19][120/372] | Time 0.476 | Data 0.058 | Loss 0.2553 | IoU 0.442 [2021-06-11 19:45:47,466][root][INFO] - Lr: 7.794e-03 | Epoch: [19][130/372] | Time 0.475 | Data 0.057 | Loss 0.2552 | IoU 0.442 [2021-06-11 19:45:52,110][root][INFO] - Lr: 7.791e-03 | Epoch: [19][140/372] | Time 0.474 | Data 0.056 | Loss 0.2551 | IoU 0.442 [2021-06-11 19:45:56,750][root][INFO] - Lr: 7.788e-03 | Epoch: [19][150/372] | Time 0.474 | Data 0.055 | Loss 0.2549 | IoU 0.443 [2021-06-11 19:46:01,396][root][INFO] - Lr: 7.785e-03 | Epoch: [19][160/372] | Time 0.473 | Data 0.055 | Loss 0.2548 | IoU 0.443 [2021-06-11 19:46:06,082][root][INFO] - Lr: 7.782e-03 | Epoch: [19][170/372] | Time 0.473 | Data 0.054 | Loss 0.2547 | IoU 0.443 [2021-06-11 19:46:10,717][root][INFO] - Lr: 7.778e-03 | Epoch: [19][180/372] | Time 0.472 | Data 0.054 | Loss 0.2546 | IoU 0.443 [2021-06-11 19:46:15,360][root][INFO] - Lr: 7.775e-03 | Epoch: [19][190/372] | Time 0.472 | Data 0.053 | Loss 0.2545 | IoU 0.443 [2021-06-11 19:46:19,985][root][INFO] - Lr: 7.772e-03 | Epoch: [19][200/372] | Time 0.472 | Data 0.053 | Loss 0.2544 | IoU 0.443 [2021-06-11 19:46:24,608][root][INFO] - Lr: 7.769e-03 | Epoch: [19][210/372] | Time 0.471 | Data 0.053 | Loss 0.2543 | IoU 0.443 [2021-06-11 19:46:29,242][root][INFO] - Lr: 7.766e-03 | Epoch: [19][220/372] | Time 0.471 | Data 0.052 | Loss 0.2542 | IoU 0.443 [2021-06-11 19:46:33,914][root][INFO] - Lr: 7.763e-03 | Epoch: [19][230/372] | Time 0.471 | Data 0.052 | Loss 0.2541 | IoU 0.443 [2021-06-11 19:46:38,551][root][INFO] - Lr: 7.760e-03 | Epoch: [19][240/372] | Time 0.470 | Data 0.052 | Loss 0.2540 | IoU 0.444 [2021-06-11 19:46:43,185][root][INFO] - Lr: 7.757e-03 | Epoch: [19][250/372] | Time 0.470 | Data 0.052 | Loss 0.2539 | IoU 0.444 [2021-06-11 19:46:47,857][root][INFO] - Lr: 7.754e-03 | Epoch: [19][260/372] | Time 0.470 | Data 0.051 | Loss 0.2538 | IoU 0.444 [2021-06-11 19:46:52,499][root][INFO] - Lr: 7.750e-03 | Epoch: [19][270/372] | Time 0.470 | Data 0.051 | Loss 0.2537 | IoU 0.444 [2021-06-11 19:46:57,134][root][INFO] - Lr: 7.747e-03 | Epoch: [19][280/372] | Time 0.469 | Data 0.051 | Loss 0.2536 | IoU 0.444 [2021-06-11 19:47:01,783][root][INFO] - Lr: 7.744e-03 | Epoch: [19][290/372] | Time 0.469 | Data 0.051 | Loss 0.2535 | IoU 0.444 [2021-06-11 19:47:06,414][root][INFO] - Lr: 7.741e-03 | Epoch: [19][300/372] | Time 0.469 | Data 0.051 | Loss 0.2534 | IoU 0.444 [2021-06-11 19:47:11,025][root][INFO] - Lr: 7.738e-03 | Epoch: [19][310/372] | Time 0.469 | Data 0.050 | Loss 0.2533 | IoU 0.444 [2021-06-11 19:47:15,706][root][INFO] - Lr: 7.735e-03 | Epoch: [19][320/372] | Time 0.469 | Data 0.050 | Loss 0.2532 | IoU 0.444 [2021-06-11 19:47:20,343][root][INFO] - Lr: 7.732e-03 | Epoch: [19][330/372] | Time 0.469 | Data 0.050 | Loss 0.2531 | IoU 0.444 [2021-06-11 19:47:24,976][root][INFO] - Lr: 7.729e-03 | Epoch: [19][340/372] | Time 0.469 | Data 0.050 | Loss 0.2530 | IoU 0.444 [2021-06-11 19:47:29,637][root][INFO] - Lr: 7.726e-03 | Epoch: [19][350/372] | Time 0.468 | Data 0.050 | Loss 0.2529 | IoU 0.445 [2021-06-11 19:47:34,258][root][INFO] - Lr: 7.722e-03 | Epoch: [19][360/372] | Time 0.468 | Data 0.050 | Loss 0.2528 | IoU 0.445 [2021-06-11 19:47:38,849][root][INFO] - Lr: 7.719e-03 | Epoch: [19][370/372] | Time 0.468 | Data 0.050 | Loss 0.2527 | IoU 0.445 [2021-06-11 19:47:41,001][root][INFO] - Lr: 7.719e-03 | Epoch: [20][0/372] | Time 1.608 | Data 1.150 | Loss 0.2526 | IoU 0.445 [2021-06-11 19:47:45,881][root][INFO] - Lr: 7.716e-03 | Epoch: [20][10/372] | Time 0.591 | Data 0.160 | Loss 0.2525 | IoU 0.445 [2021-06-11 19:47:50,498][root][INFO] - Lr: 7.712e-03 | Epoch: [20][20/372] | Time 0.530 | Data 0.105 | Loss 0.2524 | IoU 0.445 [2021-06-11 19:47:55,172][root][INFO] - Lr: 7.709e-03 | Epoch: [20][30/372] | Time 0.510 | Data 0.086 | Loss 0.2523 | IoU 0.445 [2021-06-11 19:47:59,824][root][INFO] - Lr: 7.706e-03 | Epoch: [20][40/372] | Time 0.499 | Data 0.077 | Loss 0.2522 | IoU 0.445 [2021-06-11 19:48:04,470][root][INFO] - Lr: 7.703e-03 | Epoch: [20][50/372] | Time 0.492 | Data 0.071 | Loss 0.2521 | IoU 0.445 [2021-06-11 19:48:09,131][root][INFO] - Lr: 7.700e-03 | Epoch: [20][60/372] | Time 0.488 | Data 0.067 | Loss 0.2520 | IoU 0.445 [2021-06-11 19:48:13,806][root][INFO] - Lr: 7.697e-03 | Epoch: [20][70/372] | Time 0.485 | Data 0.064 | Loss 0.2519 | IoU 0.446 [2021-06-11 19:48:18,423][root][INFO] - Lr: 7.694e-03 | Epoch: [20][80/372] | Time 0.482 | Data 0.062 | Loss 0.2518 | IoU 0.446 [2021-06-11 19:48:23,047][root][INFO] - Lr: 7.691e-03 | Epoch: [20][90/372] | Time 0.480 | Data 0.060 | Loss 0.2516 | IoU 0.446 [2021-06-11 19:48:27,656][root][INFO] - Lr: 7.688e-03 | Epoch: [20][100/372] | Time 0.478 | Data 0.058 | Loss 0.2515 | IoU 0.446 [2021-06-11 19:48:32,295][root][INFO] - Lr: 7.684e-03 | Epoch: [20][110/372] | Time 0.477 | Data 0.057 | Loss 0.2514 | IoU 0.446 [2021-06-11 19:48:36,969][root][INFO] - Lr: 7.681e-03 | Epoch: [20][120/372] | Time 0.476 | Data 0.056 | Loss 0.2513 | IoU 0.446 [2021-06-11 19:48:41,628][root][INFO] - Lr: 7.678e-03 | Epoch: [20][130/372] | Time 0.475 | Data 0.056 | Loss 0.2513 | IoU 0.446 [2021-06-11 19:48:46,265][root][INFO] - Lr: 7.675e-03 | Epoch: [20][140/372] | Time 0.474 | Data 0.055 | Loss 0.2511 | IoU 0.446 [2021-06-11 19:48:50,871][root][INFO] - Lr: 7.672e-03 | Epoch: [20][150/372] | Time 0.473 | Data 0.054 | Loss 0.2510 | IoU 0.446 [2021-06-11 19:48:55,511][root][INFO] - Lr: 7.669e-03 | Epoch: [20][160/372] | Time 0.473 | Data 0.054 | Loss 0.2510 | IoU 0.447 [2021-06-11 19:49:00,154][root][INFO] - Lr: 7.666e-03 | Epoch: [20][170/372] | Time 0.472 | Data 0.053 | Loss 0.2509 | IoU 0.447 [2021-06-11 19:49:04,776][root][INFO] - Lr: 7.663e-03 | Epoch: [20][180/372] | Time 0.472 | Data 0.053 | Loss 0.2508 | IoU 0.447 [2021-06-11 19:49:09,409][root][INFO] - Lr: 7.660e-03 | Epoch: [20][190/372] | Time 0.471 | Data 0.052 | Loss 0.2507 | IoU 0.447 [2021-06-11 19:49:14,046][root][INFO] - Lr: 7.656e-03 | Epoch: [20][200/372] | Time 0.471 | Data 0.052 | Loss 0.2506 | IoU 0.447 [2021-06-11 19:49:18,720][root][INFO] - Lr: 7.653e-03 | Epoch: [20][210/372] | Time 0.471 | Data 0.052 | Loss 0.2504 | IoU 0.447 [2021-06-11 19:49:23,356][root][INFO] - Lr: 7.650e-03 | Epoch: [20][220/372] | Time 0.470 | Data 0.052 | Loss 0.2503 | IoU 0.447 [2021-06-11 19:49:28,005][root][INFO] - Lr: 7.647e-03 | Epoch: [20][230/372] | Time 0.470 | Data 0.051 | Loss 0.2502 | IoU 0.447 [2021-06-11 19:49:32,630][root][INFO] - Lr: 7.644e-03 | Epoch: [20][240/372] | Time 0.470 | Data 0.051 | Loss 0.2502 | IoU 0.447 [2021-06-11 19:49:37,252][root][INFO] - Lr: 7.641e-03 | Epoch: [20][250/372] | Time 0.470 | Data 0.051 | Loss 0.2501 | IoU 0.447 [2021-06-11 19:49:41,884][root][INFO] - Lr: 7.638e-03 | Epoch: [20][260/372] | Time 0.469 | Data 0.051 | Loss 0.2500 | IoU 0.447 [2021-06-11 19:49:46,492][root][INFO] - Lr: 7.635e-03 | Epoch: [20][270/372] | Time 0.469 | Data 0.050 | Loss 0.2498 | IoU 0.448 [2021-06-11 19:49:51,120][root][INFO] - Lr: 7.631e-03 | Epoch: [20][280/372] | Time 0.469 | Data 0.050 | Loss 0.2498 | IoU 0.448 [2021-06-11 19:49:55,756][root][INFO] - Lr: 7.628e-03 | Epoch: [20][290/372] | Time 0.469 | Data 0.050 | Loss 0.2497 | IoU 0.448 [2021-06-11 19:50:00,416][root][INFO] - Lr: 7.625e-03 | Epoch: [20][300/372] | Time 0.469 | Data 0.050 | Loss 0.2496 | IoU 0.448 [2021-06-11 19:50:05,081][root][INFO] - Lr: 7.622e-03 | Epoch: [20][310/372] | Time 0.468 | Data 0.050 | Loss 0.2495 | IoU 0.448 [2021-06-11 19:50:09,740][root][INFO] - Lr: 7.619e-03 | Epoch: [20][320/372] | Time 0.468 | Data 0.050 | Loss 0.2494 | IoU 0.448 [2021-06-11 19:50:14,383][root][INFO] - Lr: 7.616e-03 | Epoch: [20][330/372] | Time 0.468 | Data 0.050 | Loss 0.2493 | IoU 0.448 [2021-06-11 19:50:19,043][root][INFO] - Lr: 7.613e-03 | Epoch: [20][340/372] | Time 0.468 | Data 0.050 | Loss 0.2492 | IoU 0.448 [2021-06-11 19:50:23,707][root][INFO] - Lr: 7.610e-03 | Epoch: [20][350/372] | Time 0.468 | Data 0.050 | Loss 0.2491 | IoU 0.448 [2021-06-11 19:50:28,339][root][INFO] - Lr: 7.607e-03 | Epoch: [20][360/372] | Time 0.468 | Data 0.049 | Loss 0.2490 | IoU 0.448 [2021-06-11 19:50:32,911][root][INFO] - Lr: 7.603e-03 | Epoch: [20][370/372] | Time 0.468 | Data 0.049 | Loss 0.2489 | IoU 0.449 [2021-06-11 19:50:33,682][root][INFO] - 0/500 [2021-06-11 19:50:33,826][root][INFO] - 1/500 [2021-06-11 19:50:33,939][root][INFO] - 2/500 [2021-06-11 19:50:34,011][root][INFO] - 3/500 [2021-06-11 19:50:34,084][root][INFO] - 4/500 [2021-06-11 19:50:34,195][root][INFO] - 5/500 [2021-06-11 19:50:34,265][root][INFO] - 6/500 [2021-06-11 19:50:34,362][root][INFO] - 7/500 [2021-06-11 19:50:34,454][root][INFO] - 8/500 [2021-06-11 19:50:34,560][root][INFO] - 9/500 [2021-06-11 19:50:34,662][root][INFO] - 10/500 [2021-06-11 19:50:34,749][root][INFO] - 11/500 [2021-06-11 19:50:34,831][root][INFO] - 12/500 [2021-06-11 19:50:34,939][root][INFO] - 13/500 [2021-06-11 19:50:35,042][root][INFO] - 14/500 [2021-06-11 19:50:35,135][root][INFO] - 15/500 [2021-06-11 19:50:35,216][root][INFO] - 16/500 [2021-06-11 19:50:35,287][root][INFO] - 17/500 [2021-06-11 19:50:35,377][root][INFO] - 18/500 [2021-06-11 19:50:35,464][root][INFO] - 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485/500 [2021-06-11 19:51:18,886][root][INFO] - 486/500 [2021-06-11 19:51:19,017][root][INFO] - 487/500 [2021-06-11 19:51:19,087][root][INFO] - 488/500 [2021-06-11 19:51:19,195][root][INFO] - 489/500 [2021-06-11 19:51:19,284][root][INFO] - 490/500 [2021-06-11 19:51:19,393][root][INFO] - 491/500 [2021-06-11 19:51:19,464][root][INFO] - 492/500 [2021-06-11 19:51:19,535][root][INFO] - 493/500 [2021-06-11 19:51:19,606][root][INFO] - 494/500 [2021-06-11 19:51:19,677][root][INFO] - 495/500 [2021-06-11 19:51:19,748][root][INFO] - 496/500 [2021-06-11 19:51:19,819][root][INFO] - 497/500 [2021-06-11 19:51:19,890][root][INFO] - 498/500 [2021-06-11 19:51:19,961][root][INFO] - 499/500 [2021-06-11 19:51:20,098][root][INFO] - Validation set: Time avg per batch 0.093 Loss avg 0.2897 IoU avg 0.528 [2021-06-11 19:51:20,099][root][INFO] - ---> save checkpoint [2021-06-11 19:51:25,082][root][INFO] - Lr: 7.603e-03 | Epoch: [21][0/372] | Time 1.621 | Data 1.175 | Loss 0.2489 | IoU 0.449 [2021-06-11 19:51:29,835][root][INFO] - Lr: 7.600e-03 | Epoch: [21][10/372] | Time 0.580 | Data 0.156 | Loss 0.2488 | IoU 0.449 [2021-06-11 19:51:34,392][root][INFO] - Lr: 7.597e-03 | Epoch: [21][20/372] | Time 0.521 | Data 0.102 | Loss 0.2487 | IoU 0.449 [2021-06-11 19:51:38,973][root][INFO] - Lr: 7.593e-03 | Epoch: [21][30/372] | Time 0.501 | Data 0.084 | Loss 0.2486 | IoU 0.449 [2021-06-11 19:51:43,615][root][INFO] - Lr: 7.590e-03 | Epoch: [21][40/372] | Time 0.492 | Data 0.075 | Loss 0.2485 | IoU 0.449 [2021-06-11 19:51:48,189][root][INFO] - Lr: 7.587e-03 | Epoch: [21][50/372] | Time 0.485 | Data 0.069 | Loss 0.2484 | IoU 0.449 [2021-06-11 19:51:52,827][root][INFO] - Lr: 7.584e-03 | Epoch: [21][60/372] | Time 0.482 | Data 0.065 | Loss 0.2483 | IoU 0.449 [2021-06-11 19:51:57,469][root][INFO] - Lr: 7.581e-03 | Epoch: [21][70/372] | Time 0.479 | Data 0.063 | Loss 0.2482 | IoU 0.449 [2021-06-11 19:52:02,118][root][INFO] - Lr: 7.578e-03 | Epoch: [21][80/372] | Time 0.477 | Data 0.061 | Loss 0.2481 | IoU 0.449 [2021-06-11 19:52:06,763][root][INFO] - Lr: 7.575e-03 | Epoch: [21][90/372] | Time 0.476 | Data 0.060 | Loss 0.2480 | IoU 0.449 [2021-06-11 19:52:11,406][root][INFO] - Lr: 7.572e-03 | Epoch: [21][100/372] | Time 0.475 | Data 0.058 | Loss 0.2479 | IoU 0.450 [2021-06-11 19:52:16,024][root][INFO] - Lr: 7.568e-03 | Epoch: [21][110/372] | Time 0.474 | Data 0.057 | Loss 0.2478 | IoU 0.450 [2021-06-11 19:52:20,652][root][INFO] - Lr: 7.565e-03 | Epoch: [21][120/372] | Time 0.473 | Data 0.056 | Loss 0.2477 | IoU 0.450 [2021-06-11 19:52:25,331][root][INFO] - Lr: 7.562e-03 | Epoch: [21][130/372] | Time 0.472 | Data 0.056 | Loss 0.2476 | IoU 0.450 [2021-06-11 19:52:29,943][root][INFO] - Lr: 7.559e-03 | Epoch: [21][140/372] | Time 0.472 | Data 0.055 | Loss 0.2475 | IoU 0.450 [2021-06-11 19:52:34,598][root][INFO] - Lr: 7.556e-03 | Epoch: [21][150/372] | Time 0.471 | Data 0.055 | Loss 0.2475 | IoU 0.450 [2021-06-11 19:52:39,219][root][INFO] - Lr: 7.553e-03 | Epoch: [21][160/372] | Time 0.471 | Data 0.054 | Loss 0.2473 | IoU 0.450 [2021-06-11 19:52:43,843][root][INFO] - Lr: 7.550e-03 | Epoch: [21][170/372] | Time 0.470 | Data 0.054 | Loss 0.2472 | IoU 0.450 [2021-06-11 19:52:48,472][root][INFO] - Lr: 7.547e-03 | Epoch: [21][180/372] | Time 0.470 | Data 0.053 | Loss 0.2471 | IoU 0.450 [2021-06-11 19:52:53,082][root][INFO] - Lr: 7.544e-03 | Epoch: [21][190/372] | Time 0.469 | Data 0.053 | Loss 0.2470 | IoU 0.450 [2021-06-11 19:52:57,706][root][INFO] - Lr: 7.540e-03 | Epoch: [21][200/372] | Time 0.469 | Data 0.052 | Loss 0.2469 | IoU 0.451 [2021-06-11 19:53:02,358][root][INFO] - Lr: 7.537e-03 | Epoch: [21][210/372] | Time 0.469 | Data 0.052 | Loss 0.2468 | IoU 0.451 [2021-06-11 19:53:07,014][root][INFO] - Lr: 7.534e-03 | Epoch: [21][220/372] | Time 0.469 | Data 0.052 | Loss 0.2468 | IoU 0.451 [2021-06-11 19:53:11,643][root][INFO] - Lr: 7.531e-03 | Epoch: [21][230/372] | Time 0.468 | Data 0.052 | Loss 0.2467 | IoU 0.451 [2021-06-11 19:53:16,281][root][INFO] - Lr: 7.528e-03 | Epoch: [21][240/372] | Time 0.468 | Data 0.051 | Loss 0.2466 | IoU 0.451 [2021-06-11 19:53:20,923][root][INFO] - Lr: 7.525e-03 | Epoch: [21][250/372] | Time 0.468 | Data 0.051 | Loss 0.2465 | IoU 0.451 [2021-06-11 19:53:25,558][root][INFO] - Lr: 7.522e-03 | Epoch: [21][260/372] | Time 0.468 | Data 0.051 | Loss 0.2464 | IoU 0.451 [2021-06-11 19:53:30,189][root][INFO] - Lr: 7.519e-03 | Epoch: [21][270/372] | Time 0.468 | Data 0.051 | Loss 0.2463 | IoU 0.451 [2021-06-11 19:53:34,823][root][INFO] - Lr: 7.515e-03 | Epoch: [21][280/372] | Time 0.468 | Data 0.051 | Loss 0.2462 | IoU 0.451 [2021-06-11 19:53:39,480][root][INFO] - Lr: 7.512e-03 | Epoch: [21][290/372] | Time 0.467 | Data 0.050 | Loss 0.2461 | IoU 0.451 [2021-06-11 19:53:44,112][root][INFO] - Lr: 7.509e-03 | Epoch: [21][300/372] | Time 0.467 | Data 0.050 | Loss 0.2460 | IoU 0.451 [2021-06-11 19:53:48,752][root][INFO] - Lr: 7.506e-03 | Epoch: [21][310/372] | Time 0.467 | Data 0.050 | Loss 0.2459 | IoU 0.452 [2021-06-11 19:53:53,452][root][INFO] - Lr: 7.503e-03 | Epoch: [21][320/372] | Time 0.467 | Data 0.050 | Loss 0.2458 | IoU 0.452 [2021-06-11 19:53:58,095][root][INFO] - Lr: 7.500e-03 | Epoch: [21][330/372] | Time 0.467 | Data 0.050 | Loss 0.2458 | IoU 0.452 [2021-06-11 19:54:02,737][root][INFO] - Lr: 7.497e-03 | Epoch: [21][340/372] | Time 0.467 | Data 0.050 | Loss 0.2457 | IoU 0.452 [2021-06-11 19:54:07,410][root][INFO] - Lr: 7.494e-03 | Epoch: [21][350/372] | Time 0.467 | Data 0.050 | Loss 0.2456 | IoU 0.452 [2021-06-11 19:54:12,049][root][INFO] - Lr: 7.490e-03 | Epoch: [21][360/372] | Time 0.467 | Data 0.050 | Loss 0.2455 | IoU 0.452 [2021-06-11 19:54:16,634][root][INFO] - Lr: 7.487e-03 | Epoch: [21][370/372] | Time 0.467 | Data 0.050 | Loss 0.2454 | IoU 0.452 [2021-06-11 19:54:18,864][root][INFO] - Lr: 7.487e-03 | Epoch: [22][0/372] | Time 1.696 | Data 1.237 | Loss 0.2454 | IoU 0.452 [2021-06-11 19:54:23,616][root][INFO] - Lr: 7.484e-03 | Epoch: [22][10/372] | Time 0.587 | Data 0.158 | Loss 0.2453 | IoU 0.452 [2021-06-11 19:54:28,295][root][INFO] - Lr: 7.480e-03 | Epoch: [22][20/372] | Time 0.531 | Data 0.106 | Loss 0.2452 | IoU 0.452 [2021-06-11 19:54:32,935][root][INFO] - Lr: 7.477e-03 | Epoch: [22][30/372] | Time 0.509 | Data 0.086 | Loss 0.2451 | IoU 0.452 [2021-06-11 19:54:37,577][root][INFO] - Lr: 7.474e-03 | Epoch: [22][40/372] | Time 0.498 | Data 0.077 | Loss 0.2450 | IoU 0.452 [2021-06-11 19:54:42,212][root][INFO] - Lr: 7.471e-03 | Epoch: [22][50/372] | Time 0.491 | Data 0.071 | Loss 0.2449 | IoU 0.453 [2021-06-11 19:54:46,872][root][INFO] - Lr: 7.468e-03 | Epoch: [22][60/372] | Time 0.487 | Data 0.067 | Loss 0.2448 | IoU 0.453 [2021-06-11 19:54:51,527][root][INFO] - Lr: 7.465e-03 | Epoch: [22][70/372] | Time 0.484 | Data 0.064 | Loss 0.2447 | IoU 0.453 [2021-06-11 19:54:56,149][root][INFO] - Lr: 7.462e-03 | Epoch: [22][80/372] | Time 0.481 | Data 0.061 | Loss 0.2446 | IoU 0.453 [2021-06-11 19:55:00,806][root][INFO] - Lr: 7.459e-03 | Epoch: [22][90/372] | Time 0.480 | Data 0.060 | Loss 0.2445 | IoU 0.453 [2021-06-11 19:55:05,467][root][INFO] - Lr: 7.455e-03 | Epoch: [22][100/372] | Time 0.478 | Data 0.059 | Loss 0.2444 | IoU 0.453 [2021-06-11 19:55:10,130][root][INFO] - Lr: 7.452e-03 | Epoch: [22][110/372] | Time 0.477 | Data 0.058 | Loss 0.2444 | IoU 0.453 [2021-06-11 19:55:14,789][root][INFO] - Lr: 7.449e-03 | Epoch: [22][120/372] | Time 0.476 | Data 0.057 | Loss 0.2443 | IoU 0.453 [2021-06-11 19:55:19,411][root][INFO] - Lr: 7.446e-03 | Epoch: [22][130/372] | Time 0.475 | Data 0.056 | Loss 0.2442 | IoU 0.453 [2021-06-11 19:55:24,040][root][INFO] - Lr: 7.443e-03 | Epoch: [22][140/372] | Time 0.474 | Data 0.055 | Loss 0.2441 | IoU 0.453 [2021-06-11 19:55:28,670][root][INFO] - Lr: 7.440e-03 | Epoch: [22][150/372] | Time 0.474 | Data 0.054 | Loss 0.2440 | IoU 0.453 [2021-06-11 19:55:33,347][root][INFO] - Lr: 7.437e-03 | Epoch: [22][160/372] | Time 0.473 | Data 0.054 | Loss 0.2439 | IoU 0.454 [2021-06-11 19:55:37,962][root][INFO] - Lr: 7.434e-03 | Epoch: [22][170/372] | Time 0.473 | Data 0.053 | Loss 0.2438 | IoU 0.454 [2021-06-11 19:55:42,585][root][INFO] - Lr: 7.430e-03 | Epoch: [22][180/372] | Time 0.472 | Data 0.053 | Loss 0.2437 | IoU 0.454 [2021-06-11 19:55:47,248][root][INFO] - Lr: 7.427e-03 | Epoch: [22][190/372] | Time 0.472 | Data 0.053 | Loss 0.2436 | IoU 0.454 [2021-06-11 19:55:51,909][root][INFO] - Lr: 7.424e-03 | Epoch: [22][200/372] | Time 0.471 | Data 0.052 | Loss 0.2436 | IoU 0.454 [2021-06-11 19:55:56,541][root][INFO] - Lr: 7.421e-03 | Epoch: [22][210/372] | Time 0.471 | Data 0.052 | Loss 0.2435 | IoU 0.454 [2021-06-11 19:56:01,175][root][INFO] - Lr: 7.418e-03 | Epoch: [22][220/372] | Time 0.471 | Data 0.052 | Loss 0.2434 | IoU 0.454 [2021-06-11 19:56:05,809][root][INFO] - Lr: 7.415e-03 | Epoch: [22][230/372] | Time 0.470 | Data 0.051 | Loss 0.2433 | IoU 0.454 [2021-06-11 19:56:10,457][root][INFO] - Lr: 7.412e-03 | Epoch: [22][240/372] | Time 0.470 | Data 0.051 | Loss 0.2432 | IoU 0.454 [2021-06-11 19:56:15,129][root][INFO] - Lr: 7.409e-03 | Epoch: [22][250/372] | Time 0.470 | Data 0.051 | Loss 0.2431 | IoU 0.454 [2021-06-11 19:56:19,728][root][INFO] - Lr: 7.405e-03 | Epoch: [22][260/372] | Time 0.470 | Data 0.051 | Loss 0.2430 | IoU 0.455 [2021-06-11 19:56:24,388][root][INFO] - Lr: 7.402e-03 | Epoch: [22][270/372] | Time 0.469 | Data 0.051 | Loss 0.2429 | IoU 0.455 [2021-06-11 19:56:29,022][root][INFO] - Lr: 7.399e-03 | Epoch: [22][280/372] | Time 0.469 | Data 0.050 | Loss 0.2428 | IoU 0.455 [2021-06-11 19:56:33,639][root][INFO] - Lr: 7.396e-03 | Epoch: [22][290/372] | Time 0.469 | Data 0.050 | Loss 0.2428 | IoU 0.455 [2021-06-11 19:56:38,285][root][INFO] - Lr: 7.393e-03 | Epoch: [22][300/372] | Time 0.469 | Data 0.050 | Loss 0.2427 | IoU 0.455 [2021-06-11 19:56:42,932][root][INFO] - Lr: 7.390e-03 | Epoch: [22][310/372] | Time 0.469 | Data 0.050 | Loss 0.2426 | IoU 0.455 [2021-06-11 19:56:47,596][root][INFO] - Lr: 7.387e-03 | Epoch: [22][320/372] | Time 0.469 | Data 0.050 | Loss 0.2425 | IoU 0.455 [2021-06-11 19:56:52,262][root][INFO] - Lr: 7.384e-03 | Epoch: [22][330/372] | Time 0.469 | Data 0.050 | Loss 0.2424 | IoU 0.455 [2021-06-11 19:56:56,901][root][INFO] - Lr: 7.380e-03 | Epoch: [22][340/372] | Time 0.468 | Data 0.050 | Loss 0.2423 | IoU 0.455 [2021-06-11 19:57:01,556][root][INFO] - Lr: 7.377e-03 | Epoch: [22][350/372] | Time 0.468 | Data 0.050 | Loss 0.2423 | IoU 0.455 [2021-06-11 19:57:06,195][root][INFO] - Lr: 7.374e-03 | Epoch: [22][360/372] | Time 0.468 | Data 0.050 | Loss 0.2422 | IoU 0.455 [2021-06-11 19:57:10,798][root][INFO] - Lr: 7.371e-03 | Epoch: [22][370/372] | Time 0.468 | Data 0.049 | Loss 0.2421 | IoU 0.456 [2021-06-11 19:57:12,922][root][INFO] - Lr: 7.370e-03 | Epoch: [23][0/372] | Time 1.594 | Data 1.160 | Loss 0.2421 | IoU 0.456 [2021-06-11 19:57:17,780][root][INFO] - Lr: 7.367e-03 | Epoch: [23][10/372] | Time 0.587 | Data 0.165 | Loss 0.2420 | IoU 0.456 [2021-06-11 19:57:22,448][root][INFO] - Lr: 7.364e-03 | Epoch: [23][20/372] | Time 0.530 | Data 0.109 | Loss 0.2419 | IoU 0.456 [2021-06-11 19:57:27,076][root][INFO] - Lr: 7.361e-03 | Epoch: [23][30/372] | Time 0.508 | Data 0.089 | Loss 0.2419 | IoU 0.456 [2021-06-11 19:57:31,710][root][INFO] - Lr: 7.358e-03 | Epoch: [23][40/372] | Time 0.497 | Data 0.078 | Loss 0.2418 | IoU 0.456 [2021-06-11 19:57:36,364][root][INFO] - Lr: 7.355e-03 | Epoch: [23][50/372] | Time 0.491 | Data 0.072 | Loss 0.2417 | IoU 0.456 [2021-06-11 19:57:41,038][root][INFO] - Lr: 7.352e-03 | Epoch: [23][60/372] | Time 0.487 | Data 0.069 | Loss 0.2416 | IoU 0.456 [2021-06-11 19:57:45,674][root][INFO] - Lr: 7.349e-03 | Epoch: [23][70/372] | Time 0.484 | Data 0.065 | Loss 0.2416 | IoU 0.456 [2021-06-11 19:57:50,331][root][INFO] - Lr: 7.345e-03 | Epoch: [23][80/372] | Time 0.482 | Data 0.063 | Loss 0.2415 | IoU 0.456 [2021-06-11 19:57:54,954][root][INFO] - Lr: 7.342e-03 | Epoch: [23][90/372] | Time 0.479 | Data 0.061 | Loss 0.2414 | IoU 0.456 [2021-06-11 19:57:59,559][root][INFO] - Lr: 7.339e-03 | Epoch: [23][100/372] | Time 0.478 | Data 0.059 | Loss 0.2413 | IoU 0.456 [2021-06-11 19:58:04,212][root][INFO] - Lr: 7.336e-03 | Epoch: [23][110/372] | Time 0.476 | Data 0.058 | Loss 0.2412 | IoU 0.457 [2021-06-11 19:58:08,888][root][INFO] - Lr: 7.333e-03 | Epoch: [23][120/372] | Time 0.476 | Data 0.057 | Loss 0.2411 | IoU 0.457 [2021-06-11 19:58:13,532][root][INFO] - Lr: 7.330e-03 | Epoch: [23][130/372] | Time 0.475 | Data 0.057 | Loss 0.2410 | IoU 0.457 [2021-06-11 19:58:18,153][root][INFO] - Lr: 7.327e-03 | Epoch: [23][140/372] | Time 0.474 | Data 0.056 | Loss 0.2409 | IoU 0.457 [2021-06-11 19:58:22,759][root][INFO] - Lr: 7.323e-03 | Epoch: [23][150/372] | Time 0.473 | Data 0.055 | Loss 0.2408 | IoU 0.457 [2021-06-11 19:58:27,395][root][INFO] - Lr: 7.320e-03 | Epoch: [23][160/372] | Time 0.473 | Data 0.054 | Loss 0.2408 | IoU 0.457 [2021-06-11 19:58:32,024][root][INFO] - Lr: 7.317e-03 | Epoch: [23][170/372] | Time 0.472 | Data 0.054 | Loss 0.2407 | IoU 0.457 [2021-06-11 19:58:36,660][root][INFO] - Lr: 7.314e-03 | Epoch: [23][180/372] | Time 0.472 | Data 0.053 | Loss 0.2406 | IoU 0.457 [2021-06-11 19:58:41,304][root][INFO] - Lr: 7.311e-03 | Epoch: [23][190/372] | Time 0.471 | Data 0.053 | Loss 0.2405 | IoU 0.457 [2021-06-11 19:58:45,963][root][INFO] - Lr: 7.308e-03 | Epoch: [23][200/372] | Time 0.471 | Data 0.053 | Loss 0.2404 | IoU 0.457 [2021-06-11 19:58:50,605][root][INFO] - Lr: 7.305e-03 | Epoch: [23][210/372] | Time 0.471 | Data 0.052 | Loss 0.2404 | IoU 0.457 [2021-06-11 19:58:55,235][root][INFO] - Lr: 7.302e-03 | Epoch: [23][220/372] | Time 0.470 | Data 0.052 | Loss 0.2403 | IoU 0.457 [2021-06-11 19:58:59,845][root][INFO] - Lr: 7.298e-03 | Epoch: [23][230/372] | Time 0.470 | Data 0.052 | Loss 0.2402 | IoU 0.458 [2021-06-11 19:59:04,440][root][INFO] - Lr: 7.295e-03 | Epoch: [23][240/372] | Time 0.469 | Data 0.051 | Loss 0.2401 | IoU 0.458 [2021-06-11 19:59:09,057][root][INFO] - Lr: 7.292e-03 | Epoch: [23][250/372] | Time 0.469 | Data 0.051 | Loss 0.2401 | IoU 0.458 [2021-06-11 19:59:13,707][root][INFO] - Lr: 7.289e-03 | Epoch: [23][260/372] | Time 0.469 | Data 0.051 | Loss 0.2400 | IoU 0.458 [2021-06-11 19:59:18,324][root][INFO] - Lr: 7.286e-03 | Epoch: [23][270/372] | Time 0.469 | Data 0.051 | Loss 0.2399 | IoU 0.458 [2021-06-11 19:59:22,975][root][INFO] - Lr: 7.283e-03 | Epoch: [23][280/372] | Time 0.469 | Data 0.051 | Loss 0.2398 | IoU 0.458 [2021-06-11 19:59:27,610][root][INFO] - Lr: 7.280e-03 | Epoch: [23][290/372] | Time 0.468 | Data 0.050 | Loss 0.2397 | IoU 0.458 [2021-06-11 19:59:32,232][root][INFO] - Lr: 7.277e-03 | Epoch: [23][300/372] | Time 0.468 | Data 0.050 | Loss 0.2397 | IoU 0.458 [2021-06-11 19:59:36,854][root][INFO] - Lr: 7.273e-03 | Epoch: [23][310/372] | Time 0.468 | Data 0.050 | Loss 0.2396 | IoU 0.458 [2021-06-11 19:59:41,510][root][INFO] - Lr: 7.270e-03 | Epoch: [23][320/372] | Time 0.468 | Data 0.050 | Loss 0.2395 | IoU 0.458 [2021-06-11 19:59:46,139][root][INFO] - Lr: 7.267e-03 | Epoch: [23][330/372] | Time 0.468 | Data 0.050 | Loss 0.2394 | IoU 0.458 [2021-06-11 19:59:50,746][root][INFO] - Lr: 7.264e-03 | Epoch: [23][340/372] | Time 0.468 | Data 0.050 | Loss 0.2394 | IoU 0.458 [2021-06-11 19:59:55,359][root][INFO] - Lr: 7.261e-03 | Epoch: [23][350/372] | Time 0.467 | Data 0.049 | Loss 0.2393 | IoU 0.459 [2021-06-11 19:59:59,987][root][INFO] - Lr: 7.258e-03 | Epoch: [23][360/372] | Time 0.467 | Data 0.049 | Loss 0.2392 | IoU 0.459 [2021-06-11 20:00:04,563][root][INFO] - Lr: 7.255e-03 | Epoch: [23][370/372] | Time 0.467 | Data 0.049 | Loss 0.2391 | IoU 0.459 [2021-06-11 20:00:06,751][root][INFO] - Lr: 7.254e-03 | Epoch: [24][0/372] | Time 1.641 | Data 1.171 | Loss 0.2391 | IoU 0.459 [2021-06-11 20:00:11,504][root][INFO] - Lr: 7.251e-03 | Epoch: [24][10/372] | Time 0.583 | Data 0.160 | Loss 0.2391 | IoU 0.459 [2021-06-11 20:00:16,129][root][INFO] - Lr: 7.248e-03 | Epoch: [24][20/372] | Time 0.526 | Data 0.105 | Loss 0.2390 | IoU 0.459 [2021-06-11 20:00:20,799][root][INFO] - Lr: 7.245e-03 | Epoch: [24][30/372] | Time 0.507 | Data 0.087 | Loss 0.2389 | IoU 0.459 [2021-06-11 20:00:25,450][root][INFO] - Lr: 7.241e-03 | Epoch: [24][40/372] | Time 0.496 | Data 0.077 | Loss 0.2388 | IoU 0.459 [2021-06-11 20:00:30,096][root][INFO] - Lr: 7.238e-03 | Epoch: [24][50/372] | Time 0.490 | Data 0.071 | Loss 0.2387 | IoU 0.459 [2021-06-11 20:00:34,716][root][INFO] - Lr: 7.235e-03 | Epoch: [24][60/372] | Time 0.486 | Data 0.067 | Loss 0.2386 | IoU 0.459 [2021-06-11 20:00:39,359][root][INFO] - Lr: 7.232e-03 | Epoch: [24][70/372] | Time 0.483 | Data 0.064 | Loss 0.2386 | IoU 0.459 [2021-06-11 20:00:43,992][root][INFO] - Lr: 7.229e-03 | Epoch: [24][80/372] | Time 0.480 | Data 0.062 | Loss 0.2385 | IoU 0.459 [2021-06-11 20:00:48,629][root][INFO] - Lr: 7.226e-03 | Epoch: [24][90/372] | Time 0.478 | Data 0.060 | Loss 0.2384 | IoU 0.459 [2021-06-11 20:00:53,255][root][INFO] - Lr: 7.223e-03 | Epoch: [24][100/372] | Time 0.477 | Data 0.058 | Loss 0.2383 | IoU 0.460 [2021-06-11 20:00:57,883][root][INFO] - Lr: 7.219e-03 | Epoch: [24][110/372] | Time 0.475 | Data 0.057 | Loss 0.2383 | IoU 0.460 [2021-06-11 20:01:02,519][root][INFO] - Lr: 7.216e-03 | Epoch: [24][120/372] | Time 0.475 | Data 0.056 | Loss 0.2382 | IoU 0.460 [2021-06-11 20:01:07,164][root][INFO] - Lr: 7.213e-03 | Epoch: [24][130/372] | Time 0.474 | Data 0.055 | Loss 0.2381 | IoU 0.460 [2021-06-11 20:01:11,814][root][INFO] - Lr: 7.210e-03 | Epoch: [24][140/372] | Time 0.473 | Data 0.055 | Loss 0.2380 | IoU 0.460 [2021-06-11 20:01:16,460][root][INFO] - Lr: 7.207e-03 | Epoch: [24][150/372] | Time 0.473 | Data 0.054 | Loss 0.2379 | IoU 0.460 [2021-06-11 20:01:21,065][root][INFO] - Lr: 7.204e-03 | Epoch: [24][160/372] | Time 0.472 | Data 0.054 | Loss 0.2378 | IoU 0.460 [2021-06-11 20:01:25,687][root][INFO] - Lr: 7.201e-03 | Epoch: [24][170/372] | Time 0.471 | Data 0.053 | Loss 0.2378 | IoU 0.460 [2021-06-11 20:01:30,320][root][INFO] - Lr: 7.198e-03 | Epoch: [24][180/372] | Time 0.471 | Data 0.053 | Loss 0.2377 | IoU 0.460 [2021-06-11 20:01:34,947][root][INFO] - Lr: 7.194e-03 | Epoch: [24][190/372] | Time 0.470 | Data 0.052 | Loss 0.2376 | IoU 0.460 [2021-06-11 20:01:39,597][root][INFO] - Lr: 7.191e-03 | Epoch: [24][200/372] | Time 0.470 | Data 0.052 | Loss 0.2375 | IoU 0.460 [2021-06-11 20:01:44,233][root][INFO] - Lr: 7.188e-03 | Epoch: [24][210/372] | Time 0.470 | Data 0.052 | Loss 0.2374 | IoU 0.460 [2021-06-11 20:01:48,920][root][INFO] - Lr: 7.185e-03 | Epoch: [24][220/372] | Time 0.470 | Data 0.052 | Loss 0.2374 | IoU 0.460 [2021-06-11 20:01:53,537][root][INFO] - Lr: 7.182e-03 | Epoch: [24][230/372] | Time 0.469 | Data 0.051 | Loss 0.2373 | IoU 0.461 [2021-06-11 20:01:58,162][root][INFO] - Lr: 7.179e-03 | Epoch: [24][240/372] | Time 0.469 | Data 0.051 | Loss 0.2372 | IoU 0.461 [2021-06-11 20:02:02,795][root][INFO] - Lr: 7.176e-03 | Epoch: [24][250/372] | Time 0.469 | Data 0.051 | Loss 0.2371 | IoU 0.461 [2021-06-11 20:02:07,429][root][INFO] - Lr: 7.172e-03 | Epoch: [24][260/372] | Time 0.469 | Data 0.051 | Loss 0.2371 | IoU 0.461 [2021-06-11 20:02:12,034][root][INFO] - Lr: 7.169e-03 | Epoch: [24][270/372] | Time 0.468 | Data 0.050 | Loss 0.2370 | IoU 0.461 [2021-06-11 20:02:16,702][root][INFO] - Lr: 7.166e-03 | Epoch: [24][280/372] | Time 0.468 | Data 0.050 | Loss 0.2369 | IoU 0.461 [2021-06-11 20:02:21,325][root][INFO] - Lr: 7.163e-03 | Epoch: [24][290/372] | Time 0.468 | Data 0.050 | Loss 0.2368 | IoU 0.461 [2021-06-11 20:02:25,977][root][INFO] - Lr: 7.160e-03 | Epoch: [24][300/372] | Time 0.468 | Data 0.050 | Loss 0.2368 | IoU 0.461 [2021-06-11 20:02:30,582][root][INFO] - Lr: 7.157e-03 | Epoch: [24][310/372] | Time 0.468 | Data 0.050 | Loss 0.2367 | IoU 0.461 [2021-06-11 20:02:35,193][root][INFO] - Lr: 7.154e-03 | Epoch: [24][320/372] | Time 0.468 | Data 0.050 | Loss 0.2366 | IoU 0.461 [2021-06-11 20:02:39,839][root][INFO] - Lr: 7.150e-03 | Epoch: [24][330/372] | Time 0.468 | Data 0.050 | Loss 0.2365 | IoU 0.461 [2021-06-11 20:02:44,472][root][INFO] - Lr: 7.147e-03 | Epoch: [24][340/372] | Time 0.467 | Data 0.049 | Loss 0.2365 | IoU 0.461 [2021-06-11 20:02:49,106][root][INFO] - Lr: 7.144e-03 | Epoch: [24][350/372] | Time 0.467 | Data 0.049 | Loss 0.2364 | IoU 0.462 [2021-06-11 20:02:53,750][root][INFO] - Lr: 7.141e-03 | Epoch: [24][360/372] | Time 0.467 | Data 0.049 | Loss 0.2363 | IoU 0.462 [2021-06-11 20:02:58,345][root][INFO] - Lr: 7.138e-03 | Epoch: [24][370/372] | Time 0.467 | Data 0.049 | Loss 0.2362 | IoU 0.462 [2021-06-11 20:03:00,550][root][INFO] - Lr: 7.137e-03 | Epoch: [25][0/372] | Time 1.668 | Data 1.209 | Loss 0.2362 | IoU 0.462 [2021-06-11 20:03:05,402][root][INFO] - Lr: 7.134e-03 | Epoch: [25][10/372] | Time 0.592 | Data 0.163 | Loss 0.2361 | IoU 0.462 [2021-06-11 20:03:10,001][root][INFO] - Lr: 7.131e-03 | Epoch: [25][20/372] | Time 0.530 | Data 0.106 | Loss 0.2361 | IoU 0.462 [2021-06-11 20:03:14,636][root][INFO] - Lr: 7.128e-03 | Epoch: [25][30/372] | Time 0.508 | Data 0.087 | Loss 0.2360 | IoU 0.462 [2021-06-11 20:03:19,281][root][INFO] - Lr: 7.125e-03 | Epoch: [25][40/372] | Time 0.498 | Data 0.077 | Loss 0.2359 | IoU 0.462 [2021-06-11 20:03:23,908][root][INFO] - Lr: 7.122e-03 | Epoch: [25][50/372] | Time 0.491 | Data 0.071 | Loss 0.2358 | IoU 0.462 [2021-06-11 20:03:28,555][root][INFO] - Lr: 7.118e-03 | Epoch: [25][60/372] | Time 0.486 | Data 0.067 | Loss 0.2357 | IoU 0.462 [2021-06-11 20:03:33,158][root][INFO] - Lr: 7.115e-03 | Epoch: [25][70/372] | Time 0.483 | Data 0.064 | Loss 0.2356 | IoU 0.462 [2021-06-11 20:03:37,802][root][INFO] - Lr: 7.112e-03 | Epoch: [25][80/372] | Time 0.481 | Data 0.062 | Loss 0.2356 | IoU 0.462 [2021-06-11 20:03:42,421][root][INFO] - Lr: 7.109e-03 | Epoch: [25][90/372] | Time 0.479 | Data 0.060 | Loss 0.2355 | IoU 0.462 [2021-06-11 20:03:47,081][root][INFO] - Lr: 7.106e-03 | Epoch: [25][100/372] | Time 0.477 | Data 0.059 | Loss 0.2354 | IoU 0.463 [2021-06-11 20:03:51,744][root][INFO] - Lr: 7.103e-03 | Epoch: [25][110/372] | Time 0.476 | Data 0.057 | Loss 0.2353 | IoU 0.463 [2021-06-11 20:03:56,361][root][INFO] - Lr: 7.100e-03 | Epoch: [25][120/372] | Time 0.475 | Data 0.056 | Loss 0.2352 | IoU 0.463 [2021-06-11 20:04:00,981][root][INFO] - Lr: 7.096e-03 | Epoch: [25][130/372] | Time 0.474 | Data 0.056 | Loss 0.2352 | IoU 0.463 [2021-06-11 20:04:05,641][root][INFO] - Lr: 7.093e-03 | Epoch: [25][140/372] | Time 0.474 | Data 0.055 | Loss 0.2351 | IoU 0.463 [2021-06-11 20:04:10,284][root][INFO] - Lr: 7.090e-03 | Epoch: [25][150/372] | Time 0.473 | Data 0.054 | Loss 0.2350 | IoU 0.463 [2021-06-11 20:04:14,930][root][INFO] - Lr: 7.087e-03 | Epoch: [25][160/372] | Time 0.472 | Data 0.054 | Loss 0.2349 | IoU 0.463 [2021-06-11 20:04:19,559][root][INFO] - Lr: 7.084e-03 | Epoch: [25][170/372] | Time 0.472 | Data 0.053 | Loss 0.2348 | IoU 0.463 [2021-06-11 20:04:24,188][root][INFO] - Lr: 7.081e-03 | Epoch: [25][180/372] | Time 0.471 | Data 0.053 | Loss 0.2348 | IoU 0.463 [2021-06-11 20:04:28,811][root][INFO] - Lr: 7.078e-03 | Epoch: [25][190/372] | Time 0.471 | Data 0.052 | Loss 0.2347 | IoU 0.463 [2021-06-11 20:04:33,407][root][INFO] - Lr: 7.074e-03 | Epoch: [25][200/372] | Time 0.470 | Data 0.052 | Loss 0.2346 | IoU 0.463 [2021-06-11 20:04:38,051][root][INFO] - Lr: 7.071e-03 | Epoch: [25][210/372] | Time 0.470 | Data 0.052 | Loss 0.2345 | IoU 0.464 [2021-06-11 20:04:42,680][root][INFO] - Lr: 7.068e-03 | Epoch: [25][220/372] | Time 0.470 | Data 0.051 | Loss 0.2344 | IoU 0.464 [2021-06-11 20:04:47,298][root][INFO] - Lr: 7.065e-03 | Epoch: [25][230/372] | Time 0.469 | Data 0.051 | Loss 0.2344 | IoU 0.464 [2021-06-11 20:04:51,940][root][INFO] - Lr: 7.062e-03 | Epoch: [25][240/372] | Time 0.469 | Data 0.051 | Loss 0.2343 | IoU 0.464 [2021-06-11 20:04:56,560][root][INFO] - Lr: 7.059e-03 | Epoch: [25][250/372] | Time 0.469 | Data 0.051 | Loss 0.2342 | IoU 0.464 [2021-06-11 20:05:01,168][root][INFO] - Lr: 7.056e-03 | Epoch: [25][260/372] | Time 0.469 | Data 0.050 | Loss 0.2341 | IoU 0.464 [2021-06-11 20:05:05,782][root][INFO] - Lr: 7.052e-03 | Epoch: [25][270/372] | Time 0.468 | Data 0.050 | Loss 0.2341 | IoU 0.464 [2021-06-11 20:05:10,403][root][INFO] - Lr: 7.049e-03 | Epoch: [25][280/372] | Time 0.468 | Data 0.050 | Loss 0.2340 | IoU 0.464 [2021-06-11 20:05:15,017][root][INFO] - Lr: 7.046e-03 | Epoch: [25][290/372] | Time 0.468 | Data 0.050 | Loss 0.2339 | IoU 0.464 [2021-06-11 20:05:19,629][root][INFO] - Lr: 7.043e-03 | Epoch: [25][300/372] | Time 0.468 | Data 0.050 | Loss 0.2339 | IoU 0.464 [2021-06-11 20:05:24,274][root][INFO] - Lr: 7.040e-03 | Epoch: [25][310/372] | Time 0.467 | Data 0.049 | Loss 0.2338 | IoU 0.464 [2021-06-11 20:05:28,939][root][INFO] - Lr: 7.037e-03 | Epoch: [25][320/372] | Time 0.467 | Data 0.049 | Loss 0.2337 | IoU 0.464 [2021-06-11 20:05:33,584][root][INFO] - Lr: 7.034e-03 | Epoch: [25][330/372] | Time 0.467 | Data 0.049 | Loss 0.2336 | IoU 0.464 [2021-06-11 20:05:38,244][root][INFO] - Lr: 7.030e-03 | Epoch: [25][340/372] | Time 0.467 | Data 0.049 | Loss 0.2336 | IoU 0.465 [2021-06-11 20:05:42,876][root][INFO] - Lr: 7.027e-03 | Epoch: [25][350/372] | Time 0.467 | Data 0.049 | Loss 0.2335 | IoU 0.465 [2021-06-11 20:05:47,533][root][INFO] - Lr: 7.024e-03 | Epoch: [25][360/372] | Time 0.467 | Data 0.049 | Loss 0.2335 | IoU 0.465 [2021-06-11 20:05:52,125][root][INFO] - Lr: 7.021e-03 | Epoch: [25][370/372] | Time 0.467 | Data 0.049 | Loss 0.2334 | IoU 0.465 [2021-06-11 20:05:52,902][root][INFO] - 0/500 [2021-06-11 20:05:53,011][root][INFO] - 1/500 [2021-06-11 20:05:53,135][root][INFO] - 2/500 [2021-06-11 20:05:53,223][root][INFO] - 3/500 [2021-06-11 20:05:53,323][root][INFO] - 4/500 [2021-06-11 20:05:53,400][root][INFO] - 5/500 [2021-06-11 20:05:53,503][root][INFO] - 6/500 [2021-06-11 20:05:53,580][root][INFO] - 7/500 [2021-06-11 20:05:53,659][root][INFO] - 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474/500 [2021-06-11 20:06:38,101][root][INFO] - 475/500 [2021-06-11 20:06:38,196][root][INFO] - 476/500 [2021-06-11 20:06:38,294][root][INFO] - 477/500 [2021-06-11 20:06:38,384][root][INFO] - 478/500 [2021-06-11 20:06:38,491][root][INFO] - 479/500 [2021-06-11 20:06:38,570][root][INFO] - 480/500 [2021-06-11 20:06:38,680][root][INFO] - 481/500 [2021-06-11 20:06:38,784][root][INFO] - 482/500 [2021-06-11 20:06:38,889][root][INFO] - 483/500 [2021-06-11 20:06:38,996][root][INFO] - 484/500 [2021-06-11 20:06:39,101][root][INFO] - 485/500 [2021-06-11 20:06:39,214][root][INFO] - 486/500 [2021-06-11 20:06:39,325][root][INFO] - 487/500 [2021-06-11 20:06:39,404][root][INFO] - 488/500 [2021-06-11 20:06:39,475][root][INFO] - 489/500 [2021-06-11 20:06:39,563][root][INFO] - 490/500 [2021-06-11 20:06:39,664][root][INFO] - 491/500 [2021-06-11 20:06:39,774][root][INFO] - 492/500 [2021-06-11 20:06:39,844][root][INFO] - 493/500 [2021-06-11 20:06:39,915][root][INFO] - 494/500 [2021-06-11 20:06:39,986][root][INFO] - 495/500 [2021-06-11 20:06:40,057][root][INFO] - 496/500 [2021-06-11 20:06:40,128][root][INFO] - 497/500 [2021-06-11 20:06:40,198][root][INFO] - 498/500 [2021-06-11 20:06:40,269][root][INFO] - 499/500 [2021-06-11 20:06:40,417][root][INFO] - Validation set: Time avg per batch 0.095 Loss avg 0.2935 IoU avg 0.529 [2021-06-11 20:06:40,419][root][INFO] - ---> save checkpoint [2021-06-11 20:06:45,388][root][INFO] - Lr: 7.020e-03 | Epoch: [26][0/372] | Time 1.666 | Data 1.188 | Loss 0.2334 | IoU 0.465 [2021-06-11 20:06:50,229][root][INFO] - Lr: 7.017e-03 | Epoch: [26][10/372] | Time 0.593 | Data 0.165 | Loss 0.2333 | IoU 0.465 [2021-06-11 20:06:54,817][root][INFO] - Lr: 7.014e-03 | Epoch: [26][20/372] | Time 0.529 | Data 0.108 | Loss 0.2332 | IoU 0.465 [2021-06-11 20:06:59,452][root][INFO] - Lr: 7.011e-03 | Epoch: [26][30/372] | Time 0.508 | Data 0.089 | Loss 0.2331 | IoU 0.465 [2021-06-11 20:07:04,035][root][INFO] - Lr: 7.008e-03 | Epoch: [26][40/372] | Time 0.496 | Data 0.078 | Loss 0.2331 | IoU 0.465 [2021-06-11 20:07:08,664][root][INFO] - Lr: 7.005e-03 | Epoch: [26][50/372] | Time 0.489 | Data 0.073 | Loss 0.2330 | IoU 0.465 [2021-06-11 20:07:13,265][root][INFO] - Lr: 7.001e-03 | Epoch: [26][60/372] | Time 0.485 | Data 0.068 | Loss 0.2329 | IoU 0.465 [2021-06-11 20:07:17,860][root][INFO] - Lr: 6.998e-03 | Epoch: [26][70/372] | Time 0.481 | Data 0.065 | Loss 0.2328 | IoU 0.465 [2021-06-11 20:07:22,468][root][INFO] - Lr: 6.995e-03 | Epoch: [26][80/372] | Time 0.479 | Data 0.062 | Loss 0.2328 | IoU 0.465 [2021-06-11 20:07:27,088][root][INFO] - Lr: 6.992e-03 | Epoch: [26][90/372] | Time 0.477 | Data 0.061 | Loss 0.2327 | IoU 0.466 [2021-06-11 20:07:31,736][root][INFO] - Lr: 6.989e-03 | Epoch: [26][100/372] | Time 0.476 | Data 0.059 | Loss 0.2326 | IoU 0.466 [2021-06-11 20:07:36,351][root][INFO] - Lr: 6.986e-03 | Epoch: [26][110/372] | Time 0.474 | Data 0.058 | Loss 0.2325 | IoU 0.466 [2021-06-11 20:07:40,953][root][INFO] - Lr: 6.983e-03 | Epoch: [26][120/372] | Time 0.473 | Data 0.057 | Loss 0.2325 | IoU 0.466 [2021-06-11 20:07:45,582][root][INFO] - Lr: 6.979e-03 | Epoch: [26][130/372] | Time 0.472 | Data 0.056 | Loss 0.2324 | IoU 0.466 [2021-06-11 20:07:50,181][root][INFO] - Lr: 6.976e-03 | Epoch: [26][140/372] | Time 0.471 | Data 0.055 | Loss 0.2323 | IoU 0.466 [2021-06-11 20:07:54,841][root][INFO] - Lr: 6.973e-03 | Epoch: [26][150/372] | Time 0.471 | Data 0.055 | Loss 0.2322 | IoU 0.466 [2021-06-11 20:07:59,475][root][INFO] - Lr: 6.970e-03 | Epoch: [26][160/372] | Time 0.471 | Data 0.054 | Loss 0.2322 | IoU 0.466 [2021-06-11 20:08:04,126][root][INFO] - Lr: 6.967e-03 | Epoch: [26][170/372] | Time 0.470 | Data 0.054 | Loss 0.2321 | IoU 0.466 [2021-06-11 20:08:08,726][root][INFO] - Lr: 6.964e-03 | Epoch: [26][180/372] | Time 0.470 | Data 0.054 | Loss 0.2320 | IoU 0.466 [2021-06-11 20:08:13,353][root][INFO] - Lr: 6.961e-03 | Epoch: [26][190/372] | Time 0.469 | Data 0.053 | Loss 0.2320 | IoU 0.466 [2021-06-11 20:08:17,976][root][INFO] - Lr: 6.957e-03 | Epoch: [26][200/372] | Time 0.469 | Data 0.053 | Loss 0.2319 | IoU 0.466 [2021-06-11 20:08:22,589][root][INFO] - Lr: 6.954e-03 | Epoch: [26][210/372] | Time 0.469 | Data 0.052 | Loss 0.2318 | IoU 0.467 [2021-06-11 20:08:27,205][root][INFO] - Lr: 6.951e-03 | Epoch: [26][220/372] | Time 0.468 | Data 0.052 | Loss 0.2318 | IoU 0.467 [2021-06-11 20:08:31,860][root][INFO] - Lr: 6.948e-03 | Epoch: [26][230/372] | Time 0.468 | Data 0.052 | Loss 0.2317 | IoU 0.467 [2021-06-11 20:08:36,482][root][INFO] - Lr: 6.945e-03 | Epoch: [26][240/372] | Time 0.468 | Data 0.052 | Loss 0.2316 | IoU 0.467 [2021-06-11 20:08:41,106][root][INFO] - Lr: 6.942e-03 | Epoch: [26][250/372] | Time 0.468 | Data 0.051 | Loss 0.2315 | IoU 0.467 [2021-06-11 20:08:45,732][root][INFO] - Lr: 6.939e-03 | Epoch: [26][260/372] | Time 0.468 | Data 0.051 | Loss 0.2315 | IoU 0.467 [2021-06-11 20:08:50,366][root][INFO] - Lr: 6.935e-03 | Epoch: [26][270/372] | Time 0.467 | Data 0.051 | Loss 0.2314 | IoU 0.467 [2021-06-11 20:08:54,984][root][INFO] - Lr: 6.932e-03 | Epoch: [26][280/372] | Time 0.467 | Data 0.051 | Loss 0.2313 | IoU 0.467 [2021-06-11 20:08:59,602][root][INFO] - Lr: 6.929e-03 | Epoch: [26][290/372] | Time 0.467 | Data 0.050 | Loss 0.2312 | IoU 0.467 [2021-06-11 20:09:04,244][root][INFO] - Lr: 6.926e-03 | Epoch: [26][300/372] | Time 0.467 | Data 0.050 | Loss 0.2312 | IoU 0.467 [2021-06-11 20:09:08,895][root][INFO] - Lr: 6.923e-03 | Epoch: [26][310/372] | Time 0.467 | Data 0.050 | Loss 0.2311 | IoU 0.467 [2021-06-11 20:09:13,526][root][INFO] - Lr: 6.920e-03 | Epoch: [26][320/372] | Time 0.467 | Data 0.050 | Loss 0.2310 | IoU 0.467 [2021-06-11 20:09:18,124][root][INFO] - Lr: 6.916e-03 | Epoch: [26][330/372] | Time 0.467 | Data 0.050 | Loss 0.2309 | IoU 0.467 [2021-06-11 20:09:22,767][root][INFO] - Lr: 6.913e-03 | Epoch: [26][340/372] | Time 0.466 | Data 0.050 | Loss 0.2309 | IoU 0.468 [2021-06-11 20:09:27,418][root][INFO] - Lr: 6.910e-03 | Epoch: [26][350/372] | Time 0.466 | Data 0.049 | Loss 0.2308 | IoU 0.468 [2021-06-11 20:09:32,072][root][INFO] - Lr: 6.907e-03 | Epoch: [26][360/372] | Time 0.466 | Data 0.049 | Loss 0.2307 | IoU 0.468 [2021-06-11 20:09:36,645][root][INFO] - Lr: 6.904e-03 | Epoch: [26][370/372] | Time 0.466 | Data 0.049 | Loss 0.2307 | IoU 0.468 [2021-06-11 20:09:38,865][root][INFO] - Lr: 6.903e-03 | Epoch: [27][0/372] | Time 1.663 | Data 1.196 | Loss 0.2307 | IoU 0.468 [2021-06-11 20:09:43,634][root][INFO] - Lr: 6.900e-03 | Epoch: [27][10/372] | Time 0.587 | Data 0.159 | Loss 0.2306 | IoU 0.468 [2021-06-11 20:09:48,277][root][INFO] - Lr: 6.897e-03 | Epoch: [27][20/372] | Time 0.529 | Data 0.106 | Loss 0.2305 | IoU 0.468 [2021-06-11 20:09:52,890][root][INFO] - Lr: 6.894e-03 | Epoch: [27][30/372] | Time 0.507 | Data 0.085 | Loss 0.2304 | IoU 0.468 [2021-06-11 20:09:57,530][root][INFO] - Lr: 6.891e-03 | Epoch: [27][40/372] | Time 0.496 | Data 0.076 | Loss 0.2304 | IoU 0.468 [2021-06-11 20:10:02,201][root][INFO] - Lr: 6.888e-03 | Epoch: [27][50/372] | Time 0.491 | Data 0.070 | Loss 0.2303 | IoU 0.468 [2021-06-11 20:10:06,805][root][INFO] - Lr: 6.884e-03 | Epoch: [27][60/372] | Time 0.486 | Data 0.066 | Loss 0.2302 | IoU 0.468 [2021-06-11 20:10:11,439][root][INFO] - Lr: 6.881e-03 | Epoch: [27][70/372] | Time 0.483 | Data 0.063 | Loss 0.2302 | IoU 0.468 [2021-06-11 20:10:16,117][root][INFO] - Lr: 6.878e-03 | Epoch: [27][80/372] | Time 0.481 | Data 0.061 | Loss 0.2301 | IoU 0.468 [2021-06-11 20:10:20,763][root][INFO] - Lr: 6.875e-03 | Epoch: [27][90/372] | Time 0.479 | Data 0.060 | Loss 0.2300 | IoU 0.469 [2021-06-11 20:10:25,432][root][INFO] - Lr: 6.872e-03 | Epoch: [27][100/372] | Time 0.478 | Data 0.059 | Loss 0.2299 | IoU 0.469 [2021-06-11 20:10:30,095][root][INFO] - Lr: 6.869e-03 | Epoch: [27][110/372] | Time 0.477 | Data 0.057 | Loss 0.2299 | IoU 0.469 [2021-06-11 20:10:34,778][root][INFO] - Lr: 6.865e-03 | Epoch: [27][120/372] | Time 0.476 | Data 0.057 | Loss 0.2298 | IoU 0.469 [2021-06-11 20:10:39,392][root][INFO] - Lr: 6.862e-03 | Epoch: [27][130/372] | Time 0.475 | Data 0.056 | Loss 0.2297 | IoU 0.469 [2021-06-11 20:10:44,006][root][INFO] - Lr: 6.859e-03 | Epoch: [27][140/372] | Time 0.474 | Data 0.055 | Loss 0.2297 | IoU 0.469 [2021-06-11 20:10:48,629][root][INFO] - Lr: 6.856e-03 | Epoch: [27][150/372] | Time 0.473 | Data 0.054 | Loss 0.2296 | IoU 0.469 [2021-06-11 20:10:53,253][root][INFO] - Lr: 6.853e-03 | Epoch: [27][160/372] | Time 0.473 | Data 0.054 | Loss 0.2295 | IoU 0.469 [2021-06-11 20:10:57,871][root][INFO] - Lr: 6.850e-03 | Epoch: [27][170/372] | Time 0.472 | Data 0.053 | Loss 0.2294 | IoU 0.469 [2021-06-11 20:11:02,500][root][INFO] - Lr: 6.847e-03 | Epoch: [27][180/372] | Time 0.471 | Data 0.053 | Loss 0.2294 | IoU 0.469 [2021-06-11 20:11:07,165][root][INFO] - Lr: 6.843e-03 | Epoch: [27][190/372] | Time 0.471 | Data 0.052 | Loss 0.2293 | IoU 0.469 [2021-06-11 20:11:11,786][root][INFO] - Lr: 6.840e-03 | Epoch: [27][200/372] | Time 0.471 | Data 0.052 | Loss 0.2292 | IoU 0.469 [2021-06-11 20:11:16,390][root][INFO] - Lr: 6.837e-03 | Epoch: [27][210/372] | Time 0.470 | Data 0.052 | Loss 0.2292 | IoU 0.469 [2021-06-11 20:11:21,002][root][INFO] - Lr: 6.834e-03 | Epoch: [27][220/372] | Time 0.470 | Data 0.051 | Loss 0.2291 | IoU 0.470 [2021-06-11 20:11:25,644][root][INFO] - Lr: 6.831e-03 | Epoch: [27][230/372] | Time 0.470 | Data 0.051 | Loss 0.2290 | IoU 0.470 [2021-06-11 20:11:30,280][root][INFO] - Lr: 6.828e-03 | Epoch: [27][240/372] | Time 0.469 | Data 0.051 | Loss 0.2290 | IoU 0.470 [2021-06-11 20:11:34,924][root][INFO] - Lr: 6.824e-03 | Epoch: [27][250/372] | Time 0.469 | Data 0.051 | Loss 0.2289 | IoU 0.470 [2021-06-11 20:11:39,547][root][INFO] - Lr: 6.821e-03 | Epoch: [27][260/372] | Time 0.469 | Data 0.050 | Loss 0.2288 | IoU 0.470 [2021-06-11 20:11:44,162][root][INFO] - Lr: 6.818e-03 | Epoch: [27][270/372] | Time 0.469 | Data 0.050 | Loss 0.2288 | IoU 0.470 [2021-06-11 20:11:48,789][root][INFO] - Lr: 6.815e-03 | Epoch: [27][280/372] | Time 0.468 | Data 0.050 | Loss 0.2287 | IoU 0.470 [2021-06-11 20:11:53,426][root][INFO] - Lr: 6.812e-03 | Epoch: [27][290/372] | Time 0.468 | Data 0.050 | Loss 0.2286 | IoU 0.470 [2021-06-11 20:11:58,076][root][INFO] - Lr: 6.809e-03 | Epoch: [27][300/372] | Time 0.468 | Data 0.050 | Loss 0.2286 | IoU 0.470 [2021-06-11 20:12:02,701][root][INFO] - Lr: 6.805e-03 | Epoch: [27][310/372] | Time 0.468 | Data 0.049 | Loss 0.2285 | IoU 0.470 [2021-06-11 20:12:07,339][root][INFO] - Lr: 6.802e-03 | Epoch: [27][320/372] | Time 0.468 | Data 0.049 | Loss 0.2284 | IoU 0.470 [2021-06-11 20:12:11,981][root][INFO] - Lr: 6.799e-03 | Epoch: [27][330/372] | Time 0.468 | Data 0.049 | Loss 0.2284 | IoU 0.470 [2021-06-11 20:12:16,614][root][INFO] - Lr: 6.796e-03 | Epoch: [27][340/372] | Time 0.468 | Data 0.049 | Loss 0.2283 | IoU 0.471 [2021-06-11 20:12:21,262][root][INFO] - Lr: 6.793e-03 | Epoch: [27][350/372] | Time 0.467 | Data 0.049 | Loss 0.2282 | IoU 0.471 [2021-06-11 20:12:25,909][root][INFO] - Lr: 6.790e-03 | Epoch: [27][360/372] | Time 0.467 | Data 0.049 | Loss 0.2282 | IoU 0.471 [2021-06-11 20:12:30,497][root][INFO] - Lr: 6.787e-03 | Epoch: [27][370/372] | Time 0.467 | Data 0.049 | Loss 0.2281 | IoU 0.471 [2021-06-11 20:12:32,747][root][INFO] - Lr: 6.786e-03 | Epoch: [28][0/372] | Time 1.688 | Data 1.219 | Loss 0.2281 | IoU 0.471 [2021-06-11 20:12:37,438][root][INFO] - Lr: 6.783e-03 | Epoch: [28][10/372] | Time 0.583 | Data 0.157 | Loss 0.2280 | IoU 0.471 [2021-06-11 20:12:42,071][root][INFO] - Lr: 6.780e-03 | Epoch: [28][20/372] | Time 0.526 | Data 0.104 | Loss 0.2279 | IoU 0.471 [2021-06-11 20:12:46,713][root][INFO] - Lr: 6.776e-03 | Epoch: [28][30/372] | Time 0.506 | Data 0.085 | Loss 0.2279 | IoU 0.471 [2021-06-11 20:12:51,346][root][INFO] - Lr: 6.773e-03 | Epoch: [28][40/372] | Time 0.495 | Data 0.075 | Loss 0.2278 | IoU 0.471 [2021-06-11 20:12:55,981][root][INFO] - Lr: 6.770e-03 | Epoch: [28][50/372] | Time 0.489 | Data 0.070 | Loss 0.2278 | IoU 0.471 [2021-06-11 20:13:00,687][root][INFO] - Lr: 6.767e-03 | Epoch: [28][60/372] | Time 0.486 | Data 0.067 | Loss 0.2277 | IoU 0.471 [2021-06-11 20:13:05,330][root][INFO] - Lr: 6.764e-03 | Epoch: [28][70/372] | Time 0.483 | Data 0.064 | Loss 0.2276 | IoU 0.471 [2021-06-11 20:13:09,977][root][INFO] - Lr: 6.761e-03 | Epoch: [28][80/372] | Time 0.481 | Data 0.062 | Loss 0.2276 | IoU 0.471 [2021-06-11 20:13:14,641][root][INFO] - Lr: 6.758e-03 | Epoch: [28][90/372] | Time 0.479 | Data 0.060 | Loss 0.2275 | IoU 0.471 [2021-06-11 20:13:19,319][root][INFO] - Lr: 6.754e-03 | Epoch: [28][100/372] | Time 0.478 | Data 0.059 | Loss 0.2274 | IoU 0.472 [2021-06-11 20:13:23,941][root][INFO] - Lr: 6.751e-03 | Epoch: [28][110/372] | Time 0.477 | Data 0.058 | Loss 0.2273 | IoU 0.472 [2021-06-11 20:13:28,568][root][INFO] - Lr: 6.748e-03 | Epoch: [28][120/372] | Time 0.476 | Data 0.057 | Loss 0.2273 | IoU 0.472 [2021-06-11 20:13:33,222][root][INFO] - Lr: 6.745e-03 | Epoch: [28][130/372] | Time 0.475 | Data 0.056 | Loss 0.2272 | IoU 0.472 [2021-06-11 20:13:37,887][root][INFO] - Lr: 6.742e-03 | Epoch: [28][140/372] | Time 0.474 | Data 0.055 | Loss 0.2271 | IoU 0.472 [2021-06-11 20:13:42,509][root][INFO] - Lr: 6.739e-03 | Epoch: [28][150/372] | Time 0.473 | Data 0.055 | Loss 0.2271 | IoU 0.472 [2021-06-11 20:13:47,119][root][INFO] - Lr: 6.735e-03 | Epoch: [28][160/372] | Time 0.473 | Data 0.054 | Loss 0.2270 | IoU 0.472 [2021-06-11 20:13:51,731][root][INFO] - Lr: 6.732e-03 | Epoch: [28][170/372] | Time 0.472 | Data 0.053 | Loss 0.2269 | IoU 0.472 [2021-06-11 20:13:56,394][root][INFO] - Lr: 6.729e-03 | Epoch: [28][180/372] | Time 0.472 | Data 0.053 | Loss 0.2269 | IoU 0.472 [2021-06-11 20:14:01,032][root][INFO] - Lr: 6.726e-03 | Epoch: [28][190/372] | Time 0.471 | Data 0.053 | Loss 0.2268 | IoU 0.472 [2021-06-11 20:14:05,654][root][INFO] - Lr: 6.723e-03 | Epoch: [28][200/372] | Time 0.471 | Data 0.052 | Loss 0.2268 | IoU 0.472 [2021-06-11 20:14:10,311][root][INFO] - Lr: 6.720e-03 | Epoch: [28][210/372] | Time 0.471 | Data 0.052 | Loss 0.2267 | IoU 0.472 [2021-06-11 20:14:14,967][root][INFO] - Lr: 6.716e-03 | Epoch: [28][220/372] | Time 0.470 | Data 0.052 | Loss 0.2266 | IoU 0.472 [2021-06-11 20:14:19,603][root][INFO] - Lr: 6.713e-03 | Epoch: [28][230/372] | Time 0.470 | Data 0.052 | Loss 0.2266 | IoU 0.472 [2021-06-11 20:14:24,269][root][INFO] - Lr: 6.710e-03 | Epoch: [28][240/372] | Time 0.470 | Data 0.051 | Loss 0.2265 | IoU 0.473 [2021-06-11 20:14:28,900][root][INFO] - Lr: 6.707e-03 | Epoch: [28][250/372] | Time 0.470 | Data 0.051 | Loss 0.2264 | IoU 0.473 [2021-06-11 20:14:33,532][root][INFO] - Lr: 6.704e-03 | Epoch: [28][260/372] | Time 0.469 | Data 0.051 | Loss 0.2263 | IoU 0.473 [2021-06-11 20:14:38,189][root][INFO] - Lr: 6.701e-03 | Epoch: [28][270/372] | Time 0.469 | Data 0.051 | Loss 0.2263 | IoU 0.473 [2021-06-11 20:14:42,813][root][INFO] - Lr: 6.697e-03 | Epoch: [28][280/372] | Time 0.469 | Data 0.050 | Loss 0.2262 | IoU 0.473 [2021-06-11 20:14:47,470][root][INFO] - Lr: 6.694e-03 | Epoch: [28][290/372] | Time 0.469 | Data 0.050 | Loss 0.2262 | IoU 0.473 [2021-06-11 20:14:52,085][root][INFO] - Lr: 6.691e-03 | Epoch: [28][300/372] | Time 0.469 | Data 0.050 | Loss 0.2261 | IoU 0.473 [2021-06-11 20:14:56,688][root][INFO] - Lr: 6.688e-03 | Epoch: [28][310/372] | Time 0.468 | Data 0.050 | Loss 0.2260 | IoU 0.473 [2021-06-11 20:15:01,326][root][INFO] - Lr: 6.685e-03 | Epoch: [28][320/372] | Time 0.468 | Data 0.050 | Loss 0.2260 | IoU 0.473 [2021-06-11 20:15:05,957][root][INFO] - Lr: 6.682e-03 | Epoch: [28][330/372] | Time 0.468 | Data 0.050 | Loss 0.2259 | IoU 0.473 [2021-06-11 20:15:10,580][root][INFO] - Lr: 6.678e-03 | Epoch: [28][340/372] | Time 0.468 | Data 0.049 | Loss 0.2258 | IoU 0.473 [2021-06-11 20:15:15,213][root][INFO] - Lr: 6.675e-03 | Epoch: [28][350/372] | Time 0.468 | Data 0.049 | Loss 0.2258 | IoU 0.473 [2021-06-11 20:15:19,826][root][INFO] - Lr: 6.672e-03 | Epoch: [28][360/372] | Time 0.468 | Data 0.049 | Loss 0.2257 | IoU 0.474 [2021-06-11 20:15:24,411][root][INFO] - Lr: 6.669e-03 | Epoch: [28][370/372] | Time 0.467 | Data 0.049 | Loss 0.2256 | IoU 0.474 [2021-06-11 20:15:26,597][root][INFO] - Lr: 6.668e-03 | Epoch: [29][0/372] | Time 1.613 | Data 1.163 | Loss 0.2256 | IoU 0.474 [2021-06-11 20:15:31,434][root][INFO] - Lr: 6.665e-03 | Epoch: [29][10/372] | Time 0.589 | Data 0.161 | Loss 0.2255 | IoU 0.474 [2021-06-11 20:15:36,083][root][INFO] - Lr: 6.662e-03 | Epoch: [29][20/372] | Time 0.530 | Data 0.107 | Loss 0.2255 | IoU 0.474 [2021-06-11 20:15:40,731][root][INFO] - Lr: 6.659e-03 | Epoch: [29][30/372] | Time 0.510 | Data 0.088 | Loss 0.2254 | IoU 0.474 [2021-06-11 20:15:45,356][root][INFO] - Lr: 6.656e-03 | Epoch: [29][40/372] | Time 0.498 | Data 0.077 | Loss 0.2254 | IoU 0.474 [2021-06-11 20:15:50,001][root][INFO] - Lr: 6.653e-03 | Epoch: [29][50/372] | Time 0.491 | Data 0.070 | Loss 0.2253 | IoU 0.474 [2021-06-11 20:15:54,634][root][INFO] - Lr: 6.649e-03 | Epoch: [29][60/372] | Time 0.487 | Data 0.067 | Loss 0.2252 | IoU 0.474 [2021-06-11 20:15:59,262][root][INFO] - Lr: 6.646e-03 | Epoch: [29][70/372] | Time 0.483 | Data 0.063 | Loss 0.2252 | IoU 0.474 [2021-06-11 20:16:03,920][root][INFO] - Lr: 6.643e-03 | Epoch: [29][80/372] | Time 0.481 | Data 0.062 | Loss 0.2251 | IoU 0.474 [2021-06-11 20:16:08,538][root][INFO] - Lr: 6.640e-03 | Epoch: [29][90/372] | Time 0.479 | Data 0.060 | Loss 0.2250 | IoU 0.474 [2021-06-11 20:16:13,159][root][INFO] - Lr: 6.637e-03 | Epoch: [29][100/372] | Time 0.477 | Data 0.058 | Loss 0.2250 | IoU 0.474 [2021-06-11 20:16:17,779][root][INFO] - Lr: 6.634e-03 | Epoch: [29][110/372] | Time 0.476 | Data 0.057 | Loss 0.2249 | IoU 0.474 [2021-06-11 20:16:22,396][root][INFO] - Lr: 6.630e-03 | Epoch: [29][120/372] | Time 0.475 | Data 0.056 | Loss 0.2248 | IoU 0.474 [2021-06-11 20:16:27,054][root][INFO] - Lr: 6.627e-03 | Epoch: [29][130/372] | Time 0.474 | Data 0.055 | Loss 0.2248 | IoU 0.475 [2021-06-11 20:16:31,688][root][INFO] - Lr: 6.624e-03 | Epoch: [29][140/372] | Time 0.473 | Data 0.055 | Loss 0.2247 | IoU 0.475 [2021-06-11 20:16:36,366][root][INFO] - Lr: 6.621e-03 | Epoch: [29][150/372] | Time 0.473 | Data 0.054 | Loss 0.2246 | IoU 0.475 [2021-06-11 20:16:41,001][root][INFO] - Lr: 6.618e-03 | Epoch: [29][160/372] | Time 0.472 | Data 0.054 | Loss 0.2246 | IoU 0.475 [2021-06-11 20:16:45,619][root][INFO] - Lr: 6.615e-03 | Epoch: [29][170/372] | Time 0.472 | Data 0.053 | Loss 0.2245 | IoU 0.475 [2021-06-11 20:16:50,250][root][INFO] - Lr: 6.611e-03 | Epoch: [29][180/372] | Time 0.471 | Data 0.053 | Loss 0.2244 | IoU 0.475 [2021-06-11 20:16:54,896][root][INFO] - Lr: 6.608e-03 | Epoch: [29][190/372] | Time 0.471 | Data 0.052 | Loss 0.2244 | IoU 0.475 [2021-06-11 20:16:59,527][root][INFO] - Lr: 6.605e-03 | Epoch: [29][200/372] | Time 0.471 | Data 0.052 | Loss 0.2243 | IoU 0.475 [2021-06-11 20:17:04,144][root][INFO] - Lr: 6.602e-03 | Epoch: [29][210/372] | Time 0.470 | Data 0.052 | Loss 0.2242 | IoU 0.475 [2021-06-11 20:17:08,766][root][INFO] - Lr: 6.599e-03 | Epoch: [29][220/372] | Time 0.470 | Data 0.051 | Loss 0.2242 | IoU 0.475 [2021-06-11 20:17:13,420][root][INFO] - Lr: 6.596e-03 | Epoch: [29][230/372] | Time 0.470 | Data 0.051 | Loss 0.2241 | IoU 0.475 [2021-06-11 20:17:18,074][root][INFO] - Lr: 6.592e-03 | Epoch: [29][240/372] | Time 0.469 | Data 0.051 | Loss 0.2241 | IoU 0.475 [2021-06-11 20:17:22,714][root][INFO] - Lr: 6.589e-03 | Epoch: [29][250/372] | Time 0.469 | Data 0.051 | Loss 0.2240 | IoU 0.475 [2021-06-11 20:17:27,352][root][INFO] - Lr: 6.586e-03 | Epoch: [29][260/372] | Time 0.469 | Data 0.051 | Loss 0.2239 | IoU 0.476 [2021-06-11 20:17:31,986][root][INFO] - Lr: 6.583e-03 | Epoch: [29][270/372] | Time 0.469 | Data 0.050 | Loss 0.2239 | IoU 0.476 [2021-06-11 20:17:36,620][root][INFO] - Lr: 6.580e-03 | Epoch: [29][280/372] | Time 0.469 | Data 0.050 | Loss 0.2238 | IoU 0.476 [2021-06-11 20:17:41,256][root][INFO] - Lr: 6.577e-03 | Epoch: [29][290/372] | Time 0.468 | Data 0.050 | Loss 0.2237 | IoU 0.476 [2021-06-11 20:17:45,884][root][INFO] - Lr: 6.573e-03 | Epoch: [29][300/372] | Time 0.468 | Data 0.050 | Loss 0.2237 | IoU 0.476 [2021-06-11 20:17:50,524][root][INFO] - Lr: 6.570e-03 | Epoch: [29][310/372] | Time 0.468 | Data 0.050 | Loss 0.2236 | IoU 0.476 [2021-06-11 20:17:55,154][root][INFO] - Lr: 6.567e-03 | Epoch: [29][320/372] | Time 0.468 | Data 0.050 | Loss 0.2236 | IoU 0.476 [2021-06-11 20:17:59,782][root][INFO] - Lr: 6.564e-03 | Epoch: [29][330/372] | Time 0.468 | Data 0.049 | Loss 0.2235 | IoU 0.476 [2021-06-11 20:18:04,409][root][INFO] - Lr: 6.561e-03 | Epoch: [29][340/372] | Time 0.468 | Data 0.049 | Loss 0.2234 | IoU 0.476 [2021-06-11 20:18:09,050][root][INFO] - Lr: 6.558e-03 | Epoch: [29][350/372] | Time 0.468 | Data 0.049 | Loss 0.2234 | IoU 0.476 [2021-06-11 20:18:13,687][root][INFO] - Lr: 6.554e-03 | Epoch: [29][360/372] | Time 0.467 | Data 0.049 | Loss 0.2233 | IoU 0.476 [2021-06-11 20:18:18,267][root][INFO] - Lr: 6.551e-03 | Epoch: [29][370/372] | Time 0.467 | Data 0.049 | Loss 0.2232 | IoU 0.476 [2021-06-11 20:18:20,397][root][INFO] - Lr: 6.551e-03 | Epoch: [30][0/372] | Time 1.577 | Data 1.143 | Loss 0.2232 | IoU 0.476 [2021-06-11 20:18:25,188][root][INFO] - Lr: 6.547e-03 | Epoch: [30][10/372] | Time 0.578 | Data 0.155 | Loss 0.2232 | IoU 0.476 [2021-06-11 20:18:29,813][root][INFO] - Lr: 6.544e-03 | Epoch: [30][20/372] | Time 0.523 | Data 0.102 | Loss 0.2231 | IoU 0.476 [2021-06-11 20:18:34,432][root][INFO] - Lr: 6.541e-03 | Epoch: [30][30/372] | Time 0.503 | Data 0.083 | Loss 0.2230 | IoU 0.477 [2021-06-11 20:18:39,080][root][INFO] - Lr: 6.538e-03 | Epoch: [30][40/372] | Time 0.494 | Data 0.074 | Loss 0.2230 | IoU 0.477 [2021-06-11 20:18:43,717][root][INFO] - Lr: 6.535e-03 | Epoch: [30][50/372] | Time 0.488 | Data 0.068 | Loss 0.2229 | IoU 0.477 [2021-06-11 20:18:48,369][root][INFO] - Lr: 6.532e-03 | Epoch: [30][60/372] | Time 0.484 | Data 0.065 | Loss 0.2228 | IoU 0.477 [2021-06-11 20:18:53,024][root][INFO] - Lr: 6.528e-03 | Epoch: [30][70/372] | Time 0.482 | Data 0.062 | Loss 0.2228 | IoU 0.477 [2021-06-11 20:18:57,665][root][INFO] - Lr: 6.525e-03 | Epoch: [30][80/372] | Time 0.479 | Data 0.060 | Loss 0.2227 | IoU 0.477 [2021-06-11 20:19:02,281][root][INFO] - Lr: 6.522e-03 | Epoch: [30][90/372] | Time 0.478 | Data 0.058 | Loss 0.2226 | IoU 0.477 [2021-06-11 20:19:06,914][root][INFO] - Lr: 6.519e-03 | Epoch: [30][100/372] | Time 0.476 | Data 0.057 | Loss 0.2226 | IoU 0.477 [2021-06-11 20:19:11,595][root][INFO] - Lr: 6.516e-03 | Epoch: [30][110/372] | Time 0.475 | Data 0.056 | Loss 0.2225 | IoU 0.477 [2021-06-11 20:19:16,221][root][INFO] - Lr: 6.513e-03 | Epoch: [30][120/372] | Time 0.474 | Data 0.055 | Loss 0.2224 | IoU 0.477 [2021-06-11 20:19:20,893][root][INFO] - Lr: 6.509e-03 | Epoch: [30][130/372] | Time 0.474 | Data 0.055 | Loss 0.2224 | IoU 0.477 [2021-06-11 20:19:25,525][root][INFO] - Lr: 6.506e-03 | Epoch: [30][140/372] | Time 0.473 | Data 0.054 | Loss 0.2223 | IoU 0.477 [2021-06-11 20:19:30,144][root][INFO] - Lr: 6.503e-03 | Epoch: [30][150/372] | Time 0.472 | Data 0.053 | Loss 0.2223 | IoU 0.477 [2021-06-11 20:19:34,779][root][INFO] - Lr: 6.500e-03 | Epoch: [30][160/372] | Time 0.472 | Data 0.053 | Loss 0.2222 | IoU 0.477 [2021-06-11 20:19:39,407][root][INFO] - Lr: 6.497e-03 | Epoch: [30][170/372] | Time 0.471 | Data 0.052 | Loss 0.2221 | IoU 0.478 [2021-06-11 20:19:44,053][root][INFO] - Lr: 6.493e-03 | Epoch: [30][180/372] | Time 0.471 | Data 0.052 | Loss 0.2221 | IoU 0.478 [2021-06-11 20:19:48,692][root][INFO] - Lr: 6.490e-03 | Epoch: [30][190/372] | Time 0.470 | Data 0.052 | Loss 0.2220 | IoU 0.478 [2021-06-11 20:19:53,353][root][INFO] - Lr: 6.487e-03 | Epoch: [30][200/372] | Time 0.470 | Data 0.051 | Loss 0.2220 | IoU 0.478 [2021-06-11 20:19:57,986][root][INFO] - Lr: 6.484e-03 | Epoch: [30][210/372] | Time 0.470 | Data 0.051 | Loss 0.2219 | IoU 0.478 [2021-06-11 20:20:02,643][root][INFO] - Lr: 6.481e-03 | Epoch: [30][220/372] | Time 0.470 | Data 0.051 | Loss 0.2218 | IoU 0.478 [2021-06-11 20:20:07,285][root][INFO] - Lr: 6.478e-03 | Epoch: [30][230/372] | Time 0.469 | Data 0.051 | Loss 0.2218 | IoU 0.478 [2021-06-11 20:20:11,899][root][INFO] - Lr: 6.474e-03 | Epoch: [30][240/372] | Time 0.469 | Data 0.050 | Loss 0.2217 | IoU 0.478 [2021-06-11 20:20:16,546][root][INFO] - Lr: 6.471e-03 | Epoch: [30][250/372] | Time 0.469 | Data 0.050 | Loss 0.2217 | IoU 0.478 [2021-06-11 20:20:21,191][root][INFO] - Lr: 6.468e-03 | Epoch: [30][260/372] | Time 0.469 | Data 0.050 | Loss 0.2216 | IoU 0.478 [2021-06-11 20:20:25,858][root][INFO] - Lr: 6.465e-03 | Epoch: [30][270/372] | Time 0.469 | Data 0.050 | Loss 0.2215 | IoU 0.478 [2021-06-11 20:20:30,513][root][INFO] - Lr: 6.462e-03 | Epoch: [30][280/372] | Time 0.469 | Data 0.050 | Loss 0.2215 | IoU 0.478 [2021-06-11 20:20:35,142][root][INFO] - Lr: 6.459e-03 | Epoch: [30][290/372] | Time 0.468 | Data 0.050 | Loss 0.2214 | IoU 0.478 [2021-06-11 20:20:39,798][root][INFO] - Lr: 6.455e-03 | Epoch: [30][300/372] | Time 0.468 | Data 0.050 | Loss 0.2214 | IoU 0.478 [2021-06-11 20:20:44,436][root][INFO] - Lr: 6.452e-03 | Epoch: [30][310/372] | Time 0.468 | Data 0.050 | Loss 0.2213 | IoU 0.479 [2021-06-11 20:20:49,072][root][INFO] - Lr: 6.449e-03 | Epoch: [30][320/372] | Time 0.468 | Data 0.049 | Loss 0.2212 | IoU 0.479 [2021-06-11 20:20:53,709][root][INFO] - Lr: 6.446e-03 | Epoch: [30][330/372] | Time 0.468 | Data 0.049 | Loss 0.2212 | IoU 0.479 [2021-06-11 20:20:58,330][root][INFO] - Lr: 6.443e-03 | Epoch: [30][340/372] | Time 0.468 | Data 0.049 | Loss 0.2211 | IoU 0.479 [2021-06-11 20:21:02,997][root][INFO] - Lr: 6.440e-03 | Epoch: [30][350/372] | Time 0.468 | Data 0.049 | Loss 0.2211 | IoU 0.479 [2021-06-11 20:21:07,647][root][INFO] - Lr: 6.436e-03 | Epoch: [30][360/372] | Time 0.468 | Data 0.049 | Loss 0.2210 | IoU 0.479 [2021-06-11 20:21:12,222][root][INFO] - Lr: 6.433e-03 | Epoch: [30][370/372] | Time 0.467 | Data 0.049 | Loss 0.2209 | IoU 0.479 [2021-06-11 20:21:12,999][root][INFO] - 0/500 [2021-06-11 20:21:13,139][root][INFO] - 1/500 [2021-06-11 20:21:13,245][root][INFO] - 2/500 [2021-06-11 20:21:13,336][root][INFO] - 3/500 [2021-06-11 20:21:13,444][root][INFO] - 4/500 [2021-06-11 20:21:13,523][root][INFO] - 5/500 [2021-06-11 20:21:13,627][root][INFO] - 6/500 [2021-06-11 20:21:13,705][root][INFO] - 7/500 [2021-06-11 20:21:13,813][root][INFO] - 8/500 [2021-06-11 20:21:13,893][root][INFO] - 9/500 [2021-06-11 20:21:13,993][root][INFO] - 10/500 [2021-06-11 20:21:14,099][root][INFO] - 11/500 [2021-06-11 20:21:14,174][root][INFO] - 12/500 [2021-06-11 20:21:14,298][root][INFO] - 13/500 [2021-06-11 20:21:14,377][root][INFO] - 14/500 [2021-06-11 20:21:14,484][root][INFO] - 15/500 [2021-06-11 20:21:14,561][root][INFO] - 16/500 [2021-06-11 20:21:14,686][root][INFO] - 17/500 [2021-06-11 20:21:14,790][root][INFO] - 18/500 [2021-06-11 20:21:14,902][root][INFO] - 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485/500 [2021-06-11 20:21:58,686][root][INFO] - 486/500 [2021-06-11 20:21:58,768][root][INFO] - 487/500 [2021-06-11 20:21:58,890][root][INFO] - 488/500 [2021-06-11 20:21:58,965][root][INFO] - 489/500 [2021-06-11 20:21:59,045][root][INFO] - 490/500 [2021-06-11 20:21:59,163][root][INFO] - 491/500 [2021-06-11 20:21:59,251][root][INFO] - 492/500 [2021-06-11 20:21:59,322][root][INFO] - 493/500 [2021-06-11 20:21:59,393][root][INFO] - 494/500 [2021-06-11 20:21:59,464][root][INFO] - 495/500 [2021-06-11 20:21:59,534][root][INFO] - 496/500 [2021-06-11 20:21:59,605][root][INFO] - 497/500 [2021-06-11 20:21:59,676][root][INFO] - 498/500 [2021-06-11 20:21:59,748][root][INFO] - 499/500 [2021-06-11 20:21:59,903][root][INFO] - Validation set: Time avg per batch 0.094 Loss avg 0.2914 IoU avg 0.532 [2021-06-11 20:21:59,906][root][INFO] - ---> save checkpoint [2021-06-11 20:22:04,969][root][INFO] - Lr: 6.433e-03 | Epoch: [31][0/372] | Time 1.664 | Data 1.200 | Loss 0.2209 | IoU 0.479 [2021-06-11 20:22:09,727][root][INFO] - Lr: 6.429e-03 | Epoch: [31][10/372] | Time 0.589 | Data 0.164 | Loss 0.2209 | IoU 0.479 [2021-06-11 20:22:14,319][root][INFO] - Lr: 6.426e-03 | Epoch: [31][20/372] | Time 0.528 | Data 0.109 | Loss 0.2208 | IoU 0.479 [2021-06-11 20:22:18,900][root][INFO] - Lr: 6.423e-03 | Epoch: [31][30/372] | Time 0.505 | Data 0.088 | Loss 0.2207 | IoU 0.479 [2021-06-11 20:22:23,503][root][INFO] - Lr: 6.420e-03 | Epoch: [31][40/372] | Time 0.494 | Data 0.078 | Loss 0.2207 | IoU 0.479 [2021-06-11 20:22:28,118][root][INFO] - Lr: 6.417e-03 | Epoch: [31][50/372] | Time 0.488 | Data 0.071 | Loss 0.2206 | IoU 0.479 [2021-06-11 20:22:32,771][root][INFO] - Lr: 6.413e-03 | Epoch: [31][60/372] | Time 0.484 | Data 0.068 | Loss 0.2206 | IoU 0.479 [2021-06-11 20:22:37,383][root][INFO] - Lr: 6.410e-03 | Epoch: [31][70/372] | Time 0.481 | Data 0.064 | Loss 0.2205 | IoU 0.479 [2021-06-11 20:22:41,989][root][INFO] - Lr: 6.407e-03 | Epoch: [31][80/372] | Time 0.478 | Data 0.062 | Loss 0.2204 | IoU 0.480 [2021-06-11 20:22:46,591][root][INFO] - Lr: 6.404e-03 | Epoch: [31][90/372] | Time 0.476 | Data 0.060 | Loss 0.2204 | IoU 0.480 [2021-06-11 20:22:51,180][root][INFO] - Lr: 6.401e-03 | Epoch: [31][100/372] | Time 0.475 | Data 0.058 | Loss 0.2203 | IoU 0.480 [2021-06-11 20:22:55,830][root][INFO] - Lr: 6.398e-03 | Epoch: [31][110/372] | Time 0.474 | Data 0.057 | Loss 0.2203 | IoU 0.480 [2021-06-11 20:23:00,435][root][INFO] - Lr: 6.394e-03 | Epoch: [31][120/372] | Time 0.473 | Data 0.056 | Loss 0.2202 | IoU 0.480 [2021-06-11 20:23:05,043][root][INFO] - Lr: 6.391e-03 | Epoch: [31][130/372] | Time 0.472 | Data 0.056 | Loss 0.2201 | IoU 0.480 [2021-06-11 20:23:09,692][root][INFO] - Lr: 6.388e-03 | Epoch: [31][140/372] | Time 0.471 | Data 0.055 | Loss 0.2201 | IoU 0.480 [2021-06-11 20:23:14,296][root][INFO] - Lr: 6.385e-03 | Epoch: [31][150/372] | Time 0.471 | Data 0.054 | Loss 0.2200 | IoU 0.480 [2021-06-11 20:23:18,914][root][INFO] - Lr: 6.382e-03 | Epoch: [31][160/372] | Time 0.470 | Data 0.054 | Loss 0.2200 | IoU 0.480 [2021-06-11 20:23:23,534][root][INFO] - Lr: 6.379e-03 | Epoch: [31][170/372] | Time 0.470 | Data 0.053 | Loss 0.2199 | IoU 0.480 [2021-06-11 20:23:28,204][root][INFO] - Lr: 6.375e-03 | Epoch: [31][180/372] | Time 0.469 | Data 0.053 | Loss 0.2198 | IoU 0.480 [2021-06-11 20:23:32,802][root][INFO] - Lr: 6.372e-03 | Epoch: [31][190/372] | Time 0.469 | Data 0.052 | Loss 0.2198 | IoU 0.480 [2021-06-11 20:23:37,439][root][INFO] - Lr: 6.369e-03 | Epoch: [31][200/372] | Time 0.469 | Data 0.052 | Loss 0.2197 | IoU 0.480 [2021-06-11 20:23:42,062][root][INFO] - Lr: 6.366e-03 | Epoch: [31][210/372] | Time 0.468 | Data 0.052 | Loss 0.2197 | IoU 0.480 [2021-06-11 20:23:46,705][root][INFO] - Lr: 6.363e-03 | Epoch: [31][220/372] | Time 0.468 | Data 0.052 | Loss 0.2196 | IoU 0.481 [2021-06-11 20:23:51,362][root][INFO] - Lr: 6.359e-03 | Epoch: [31][230/372] | Time 0.468 | Data 0.051 | Loss 0.2195 | IoU 0.481 [2021-06-11 20:23:56,021][root][INFO] - Lr: 6.356e-03 | Epoch: [31][240/372] | Time 0.468 | Data 0.051 | Loss 0.2195 | IoU 0.481 [2021-06-11 20:24:00,672][root][INFO] - Lr: 6.353e-03 | Epoch: [31][250/372] | Time 0.468 | Data 0.051 | Loss 0.2194 | IoU 0.481 [2021-06-11 20:24:05,305][root][INFO] - Lr: 6.350e-03 | Epoch: [31][260/372] | Time 0.468 | Data 0.051 | Loss 0.2194 | IoU 0.481 [2021-06-11 20:24:09,930][root][INFO] - Lr: 6.347e-03 | Epoch: [31][270/372] | Time 0.467 | Data 0.051 | Loss 0.2193 | IoU 0.481 [2021-06-11 20:24:14,549][root][INFO] - Lr: 6.344e-03 | Epoch: [31][280/372] | Time 0.467 | Data 0.050 | Loss 0.2193 | IoU 0.481 [2021-06-11 20:24:19,181][root][INFO] - Lr: 6.340e-03 | Epoch: [31][290/372] | Time 0.467 | Data 0.050 | Loss 0.2192 | IoU 0.481 [2021-06-11 20:24:23,785][root][INFO] - Lr: 6.337e-03 | Epoch: [31][300/372] | Time 0.467 | Data 0.050 | Loss 0.2191 | IoU 0.481 [2021-06-11 20:24:28,456][root][INFO] - Lr: 6.334e-03 | Epoch: [31][310/372] | Time 0.467 | Data 0.050 | Loss 0.2191 | IoU 0.481 [2021-06-11 20:24:33,058][root][INFO] - Lr: 6.331e-03 | Epoch: [31][320/372] | Time 0.467 | Data 0.050 | Loss 0.2190 | IoU 0.481 [2021-06-11 20:24:37,717][root][INFO] - Lr: 6.328e-03 | Epoch: [31][330/372] | Time 0.467 | Data 0.050 | Loss 0.2190 | IoU 0.481 [2021-06-11 20:24:42,357][root][INFO] - Lr: 6.324e-03 | Epoch: [31][340/372] | Time 0.467 | Data 0.049 | Loss 0.2189 | IoU 0.481 [2021-06-11 20:24:46,989][root][INFO] - Lr: 6.321e-03 | Epoch: [31][350/372] | Time 0.466 | Data 0.049 | Loss 0.2188 | IoU 0.481 [2021-06-11 20:24:51,634][root][INFO] - Lr: 6.318e-03 | Epoch: [31][360/372] | Time 0.466 | Data 0.049 | Loss 0.2188 | IoU 0.481 [2021-06-11 20:24:56,228][root][INFO] - Lr: 6.315e-03 | Epoch: [31][370/372] | Time 0.466 | Data 0.049 | Loss 0.2187 | IoU 0.482 [2021-06-11 20:24:58,453][root][INFO] - Lr: 6.314e-03 | Epoch: [32][0/372] | Time 1.622 | Data 1.165 | Loss 0.2187 | IoU 0.482 [2021-06-11 20:25:03,323][root][INFO] - Lr: 6.311e-03 | Epoch: [32][10/372] | Time 0.594 | Data 0.172 | Loss 0.2187 | IoU 0.482 [2021-06-11 20:25:07,936][root][INFO] - Lr: 6.308e-03 | Epoch: [32][20/372] | Time 0.531 | Data 0.111 | Loss 0.2186 | IoU 0.482 [2021-06-11 20:25:12,557][root][INFO] - Lr: 6.305e-03 | Epoch: [32][30/372] | Time 0.509 | Data 0.090 | Loss 0.2185 | IoU 0.482 [2021-06-11 20:25:17,178][root][INFO] - Lr: 6.302e-03 | Epoch: [32][40/372] | Time 0.497 | Data 0.078 | Loss 0.2185 | IoU 0.482 [2021-06-11 20:25:21,816][root][INFO] - Lr: 6.298e-03 | Epoch: [32][50/372] | Time 0.491 | Data 0.072 | Loss 0.2184 | IoU 0.482 [2021-06-11 20:25:26,436][root][INFO] - Lr: 6.295e-03 | Epoch: [32][60/372] | Time 0.486 | Data 0.067 | Loss 0.2184 | IoU 0.482 [2021-06-11 20:25:31,096][root][INFO] - Lr: 6.292e-03 | Epoch: [32][70/372] | Time 0.483 | Data 0.064 | Loss 0.2183 | IoU 0.482 [2021-06-11 20:25:35,757][root][INFO] - Lr: 6.289e-03 | Epoch: [32][80/372] | Time 0.481 | Data 0.062 | Loss 0.2182 | IoU 0.482 [2021-06-11 20:25:40,373][root][INFO] - Lr: 6.286e-03 | Epoch: [32][90/372] | Time 0.479 | Data 0.060 | Loss 0.2182 | IoU 0.482 [2021-06-11 20:25:45,001][root][INFO] - Lr: 6.282e-03 | Epoch: [32][100/372] | Time 0.477 | Data 0.059 | Loss 0.2181 | IoU 0.482 [2021-06-11 20:25:49,648][root][INFO] - Lr: 6.279e-03 | Epoch: [32][110/372] | Time 0.476 | Data 0.058 | Loss 0.2180 | IoU 0.482 [2021-06-11 20:25:54,281][root][INFO] - Lr: 6.276e-03 | Epoch: [32][120/372] | Time 0.475 | Data 0.057 | Loss 0.2180 | IoU 0.482 [2021-06-11 20:25:58,960][root][INFO] - Lr: 6.273e-03 | Epoch: [32][130/372] | Time 0.475 | Data 0.056 | Loss 0.2179 | IoU 0.482 [2021-06-11 20:26:03,623][root][INFO] - Lr: 6.270e-03 | Epoch: [32][140/372] | Time 0.474 | Data 0.055 | Loss 0.2179 | IoU 0.483 [2021-06-11 20:26:08,278][root][INFO] - Lr: 6.267e-03 | Epoch: [32][150/372] | Time 0.473 | Data 0.055 | Loss 0.2178 | IoU 0.483 [2021-06-11 20:26:12,929][root][INFO] - Lr: 6.263e-03 | Epoch: [32][160/372] | Time 0.473 | Data 0.054 | Loss 0.2178 | IoU 0.483 [2021-06-11 20:26:17,545][root][INFO] - Lr: 6.260e-03 | Epoch: [32][170/372] | Time 0.472 | Data 0.054 | Loss 0.2177 | IoU 0.483 [2021-06-11 20:26:22,201][root][INFO] - Lr: 6.257e-03 | Epoch: [32][180/372] | Time 0.472 | Data 0.053 | Loss 0.2176 | IoU 0.483 [2021-06-11 20:26:26,855][root][INFO] - Lr: 6.254e-03 | Epoch: [32][190/372] | Time 0.472 | Data 0.053 | Loss 0.2176 | IoU 0.483 [2021-06-11 20:26:31,485][root][INFO] - Lr: 6.251e-03 | Epoch: [32][200/372] | Time 0.471 | Data 0.053 | Loss 0.2175 | IoU 0.483 [2021-06-11 20:26:36,125][root][INFO] - Lr: 6.247e-03 | Epoch: [32][210/372] | Time 0.471 | Data 0.052 | Loss 0.2175 | IoU 0.483 [2021-06-11 20:26:40,754][root][INFO] - Lr: 6.244e-03 | Epoch: [32][220/372] | Time 0.470 | Data 0.052 | Loss 0.2174 | IoU 0.483 [2021-06-11 20:26:45,386][root][INFO] - Lr: 6.241e-03 | Epoch: [32][230/372] | Time 0.470 | Data 0.052 | Loss 0.2174 | IoU 0.483 [2021-06-11 20:26:50,036][root][INFO] - Lr: 6.238e-03 | Epoch: [32][240/372] | Time 0.470 | Data 0.052 | Loss 0.2173 | IoU 0.483 [2021-06-11 20:26:54,665][root][INFO] - Lr: 6.235e-03 | Epoch: [32][250/372] | Time 0.470 | Data 0.051 | Loss 0.2173 | IoU 0.483 [2021-06-11 20:26:59,300][root][INFO] - Lr: 6.231e-03 | Epoch: [32][260/372] | Time 0.469 | Data 0.051 | Loss 0.2172 | IoU 0.483 [2021-06-11 20:27:03,928][root][INFO] - Lr: 6.228e-03 | Epoch: [32][270/372] | Time 0.469 | Data 0.051 | Loss 0.2172 | IoU 0.483 [2021-06-11 20:27:08,586][root][INFO] - Lr: 6.225e-03 | Epoch: [32][280/372] | Time 0.469 | Data 0.051 | Loss 0.2171 | IoU 0.483 [2021-06-11 20:27:13,240][root][INFO] - Lr: 6.222e-03 | Epoch: [32][290/372] | Time 0.469 | Data 0.051 | Loss 0.2170 | IoU 0.484 [2021-06-11 20:27:17,873][root][INFO] - Lr: 6.219e-03 | Epoch: [32][300/372] | Time 0.469 | Data 0.050 | Loss 0.2170 | IoU 0.484 [2021-06-11 20:27:22,533][root][INFO] - Lr: 6.216e-03 | Epoch: [32][310/372] | Time 0.469 | Data 0.050 | Loss 0.2169 | IoU 0.484 [2021-06-11 20:27:27,176][root][INFO] - Lr: 6.212e-03 | Epoch: [32][320/372] | Time 0.468 | Data 0.050 | Loss 0.2169 | IoU 0.484 [2021-06-11 20:27:31,801][root][INFO] - Lr: 6.209e-03 | Epoch: [32][330/372] | Time 0.468 | Data 0.050 | Loss 0.2168 | IoU 0.484 [2021-06-11 20:27:36,451][root][INFO] - Lr: 6.206e-03 | Epoch: [32][340/372] | Time 0.468 | Data 0.050 | Loss 0.2168 | IoU 0.484 [2021-06-11 20:27:41,083][root][INFO] - Lr: 6.203e-03 | Epoch: [32][350/372] | Time 0.468 | Data 0.050 | Loss 0.2167 | IoU 0.484 [2021-06-11 20:27:45,698][root][INFO] - Lr: 6.200e-03 | Epoch: [32][360/372] | Time 0.468 | Data 0.050 | Loss 0.2167 | IoU 0.484 [2021-06-11 20:27:50,285][root][INFO] - Lr: 6.196e-03 | Epoch: [32][370/372] | Time 0.468 | Data 0.049 | Loss 0.2166 | IoU 0.484 [2021-06-11 20:27:52,472][root][INFO] - Lr: 6.196e-03 | Epoch: [33][0/372] | Time 1.618 | Data 1.157 | Loss 0.2166 | IoU 0.484 [2021-06-11 20:27:57,187][root][INFO] - Lr: 6.193e-03 | Epoch: [33][10/372] | Time 0.577 | Data 0.153 | Loss 0.2165 | IoU 0.484 [2021-06-11 20:28:01,837][root][INFO] - Lr: 6.189e-03 | Epoch: [33][20/372] | Time 0.522 | Data 0.101 | Loss 0.2165 | IoU 0.484 [2021-06-11 20:28:06,504][root][INFO] - Lr: 6.186e-03 | Epoch: [33][30/372] | Time 0.505 | Data 0.085 | Loss 0.2164 | IoU 0.484 [2021-06-11 20:28:11,148][root][INFO] - Lr: 6.183e-03 | Epoch: [33][40/372] | Time 0.495 | Data 0.075 | Loss 0.2164 | IoU 0.484 [2021-06-11 20:28:15,793][root][INFO] - Lr: 6.180e-03 | Epoch: [33][50/372] | Time 0.489 | Data 0.070 | Loss 0.2163 | IoU 0.484 [2021-06-11 20:28:20,422][root][INFO] - Lr: 6.177e-03 | Epoch: [33][60/372] | Time 0.485 | Data 0.066 | Loss 0.2163 | IoU 0.484 [2021-06-11 20:28:25,103][root][INFO] - Lr: 6.173e-03 | Epoch: [33][70/372] | Time 0.482 | Data 0.063 | Loss 0.2162 | IoU 0.484 [2021-06-11 20:28:29,739][root][INFO] - Lr: 6.170e-03 | Epoch: [33][80/372] | Time 0.480 | Data 0.061 | Loss 0.2161 | IoU 0.485 [2021-06-11 20:28:34,361][root][INFO] - Lr: 6.167e-03 | Epoch: [33][90/372] | Time 0.478 | Data 0.060 | Loss 0.2161 | IoU 0.485 [2021-06-11 20:28:38,975][root][INFO] - Lr: 6.164e-03 | Epoch: [33][100/372] | Time 0.477 | Data 0.058 | Loss 0.2160 | IoU 0.485 [2021-06-11 20:28:43,595][root][INFO] - Lr: 6.161e-03 | Epoch: [33][110/372] | Time 0.475 | Data 0.057 | Loss 0.2160 | IoU 0.485 [2021-06-11 20:28:48,267][root][INFO] - Lr: 6.157e-03 | Epoch: [33][120/372] | Time 0.475 | Data 0.056 | Loss 0.2159 | IoU 0.485 [2021-06-11 20:28:52,917][root][INFO] - Lr: 6.154e-03 | Epoch: [33][130/372] | Time 0.474 | Data 0.055 | Loss 0.2159 | IoU 0.485 [2021-06-11 20:28:57,537][root][INFO] - Lr: 6.151e-03 | Epoch: [33][140/372] | Time 0.473 | Data 0.055 | Loss 0.2158 | IoU 0.485 [2021-06-11 20:29:02,180][root][INFO] - Lr: 6.148e-03 | Epoch: [33][150/372] | Time 0.472 | Data 0.054 | Loss 0.2158 | IoU 0.485 [2021-06-11 20:29:06,822][root][INFO] - Lr: 6.145e-03 | Epoch: [33][160/372] | Time 0.472 | Data 0.054 | Loss 0.2157 | IoU 0.485 [2021-06-11 20:29:11,461][root][INFO] - Lr: 6.142e-03 | Epoch: [33][170/372] | Time 0.471 | Data 0.053 | Loss 0.2156 | IoU 0.485 [2021-06-11 20:29:16,072][root][INFO] - Lr: 6.138e-03 | Epoch: [33][180/372] | Time 0.471 | Data 0.053 | Loss 0.2156 | IoU 0.485 [2021-06-11 20:29:20,681][root][INFO] - Lr: 6.135e-03 | Epoch: [33][190/372] | Time 0.470 | Data 0.052 | Loss 0.2155 | IoU 0.485 [2021-06-11 20:29:25,328][root][INFO] - Lr: 6.132e-03 | Epoch: [33][200/372] | Time 0.470 | Data 0.052 | Loss 0.2155 | IoU 0.485 [2021-06-11 20:29:29,965][root][INFO] - Lr: 6.129e-03 | Epoch: [33][210/372] | Time 0.470 | Data 0.052 | Loss 0.2154 | IoU 0.485 [2021-06-11 20:29:34,596][root][INFO] - Lr: 6.126e-03 | Epoch: [33][220/372] | Time 0.469 | Data 0.051 | Loss 0.2154 | IoU 0.485 [2021-06-11 20:29:39,234][root][INFO] - Lr: 6.122e-03 | Epoch: [33][230/372] | Time 0.469 | Data 0.051 | Loss 0.2153 | IoU 0.486 [2021-06-11 20:29:43,887][root][INFO] - Lr: 6.119e-03 | Epoch: [33][240/372] | Time 0.469 | Data 0.051 | Loss 0.2153 | IoU 0.486 [2021-06-11 20:29:48,492][root][INFO] - Lr: 6.116e-03 | Epoch: [33][250/372] | Time 0.469 | Data 0.051 | Loss 0.2152 | IoU 0.486 [2021-06-11 20:29:53,124][root][INFO] - Lr: 6.113e-03 | Epoch: [33][260/372] | Time 0.469 | Data 0.050 | Loss 0.2151 | IoU 0.486 [2021-06-11 20:29:57,752][root][INFO] - Lr: 6.110e-03 | Epoch: [33][270/372] | Time 0.468 | Data 0.050 | Loss 0.2151 | IoU 0.486 [2021-06-11 20:30:02,410][root][INFO] - Lr: 6.106e-03 | Epoch: [33][280/372] | Time 0.468 | Data 0.050 | Loss 0.2150 | IoU 0.486 [2021-06-11 20:30:07,041][root][INFO] - Lr: 6.103e-03 | Epoch: [33][290/372] | Time 0.468 | Data 0.050 | Loss 0.2150 | IoU 0.486 [2021-06-11 20:30:11,650][root][INFO] - Lr: 6.100e-03 | Epoch: [33][300/372] | Time 0.468 | Data 0.050 | Loss 0.2149 | IoU 0.486 [2021-06-11 20:30:16,297][root][INFO] - Lr: 6.097e-03 | Epoch: [33][310/372] | Time 0.468 | Data 0.049 | Loss 0.2149 | IoU 0.486 [2021-06-11 20:30:20,927][root][INFO] - Lr: 6.094e-03 | Epoch: [33][320/372] | Time 0.468 | Data 0.049 | Loss 0.2148 | IoU 0.486 [2021-06-11 20:30:25,541][root][INFO] - Lr: 6.090e-03 | Epoch: [33][330/372] | Time 0.467 | Data 0.049 | Loss 0.2148 | IoU 0.486 [2021-06-11 20:30:30,157][root][INFO] - Lr: 6.087e-03 | Epoch: [33][340/372] | Time 0.467 | Data 0.049 | Loss 0.2147 | IoU 0.486 [2021-06-11 20:30:34,818][root][INFO] - Lr: 6.084e-03 | Epoch: [33][350/372] | Time 0.467 | Data 0.049 | Loss 0.2147 | IoU 0.486 [2021-06-11 20:30:39,443][root][INFO] - Lr: 6.081e-03 | Epoch: [33][360/372] | Time 0.467 | Data 0.049 | Loss 0.2146 | IoU 0.486 [2021-06-11 20:30:44,034][root][INFO] - Lr: 6.078e-03 | Epoch: [33][370/372] | Time 0.467 | Data 0.049 | Loss 0.2146 | IoU 0.486 [2021-06-11 20:30:46,234][root][INFO] - Lr: 6.077e-03 | Epoch: [34][0/372] | Time 1.650 | Data 1.195 | Loss 0.2146 | IoU 0.486 [2021-06-11 20:30:50,991][root][INFO] - Lr: 6.074e-03 | Epoch: [34][10/372] | Time 0.584 | Data 0.155 | Loss 0.2145 | IoU 0.486 [2021-06-11 20:30:55,637][root][INFO] - Lr: 6.071e-03 | Epoch: [34][20/372] | Time 0.527 | Data 0.103 | Loss 0.2144 | IoU 0.487 [2021-06-11 20:31:00,270][root][INFO] - Lr: 6.067e-03 | Epoch: [34][30/372] | Time 0.506 | Data 0.085 | Loss 0.2144 | IoU 0.487 [2021-06-11 20:31:04,883][root][INFO] - Lr: 6.064e-03 | Epoch: [34][40/372] | Time 0.496 | Data 0.075 | Loss 0.2143 | IoU 0.487 [2021-06-11 20:31:09,511][root][INFO] - Lr: 6.061e-03 | Epoch: [34][50/372] | Time 0.489 | Data 0.069 | Loss 0.2143 | IoU 0.487 [2021-06-11 20:31:14,127][root][INFO] - Lr: 6.058e-03 | Epoch: [34][60/372] | Time 0.484 | Data 0.065 | Loss 0.2142 | IoU 0.487 [2021-06-11 20:31:18,734][root][INFO] - Lr: 6.055e-03 | Epoch: [34][70/372] | Time 0.481 | Data 0.062 | Loss 0.2142 | IoU 0.487 [2021-06-11 20:31:23,364][root][INFO] - Lr: 6.051e-03 | Epoch: [34][80/372] | Time 0.479 | Data 0.060 | Loss 0.2141 | IoU 0.487 [2021-06-11 20:31:28,025][root][INFO] - Lr: 6.048e-03 | Epoch: [34][90/372] | Time 0.478 | Data 0.058 | Loss 0.2141 | IoU 0.487 [2021-06-11 20:31:32,681][root][INFO] - Lr: 6.045e-03 | Epoch: [34][100/372] | Time 0.476 | Data 0.057 | Loss 0.2140 | IoU 0.487 [2021-06-11 20:31:37,306][root][INFO] - Lr: 6.042e-03 | Epoch: [34][110/372] | Time 0.475 | Data 0.056 | Loss 0.2139 | IoU 0.487 [2021-06-11 20:31:41,943][root][INFO] - Lr: 6.039e-03 | Epoch: [34][120/372] | Time 0.474 | Data 0.055 | Loss 0.2139 | IoU 0.487 [2021-06-11 20:31:46,599][root][INFO] - Lr: 6.035e-03 | Epoch: [34][130/372] | Time 0.474 | Data 0.055 | Loss 0.2138 | IoU 0.487 [2021-06-11 20:31:51,206][root][INFO] - Lr: 6.032e-03 | Epoch: [34][140/372] | Time 0.473 | Data 0.054 | Loss 0.2138 | IoU 0.487 [2021-06-11 20:31:55,868][root][INFO] - Lr: 6.029e-03 | Epoch: [34][150/372] | Time 0.472 | Data 0.054 | Loss 0.2137 | IoU 0.487 [2021-06-11 20:32:00,492][root][INFO] - Lr: 6.026e-03 | Epoch: [34][160/372] | Time 0.472 | Data 0.053 | Loss 0.2137 | IoU 0.487 [2021-06-11 20:32:05,143][root][INFO] - Lr: 6.023e-03 | Epoch: [34][170/372] | Time 0.471 | Data 0.053 | Loss 0.2136 | IoU 0.488 [2021-06-11 20:32:09,797][root][INFO] - Lr: 6.019e-03 | Epoch: [34][180/372] | Time 0.471 | Data 0.052 | Loss 0.2136 | IoU 0.488 [2021-06-11 20:32:14,437][root][INFO] - Lr: 6.016e-03 | Epoch: [34][190/372] | Time 0.471 | Data 0.052 | Loss 0.2135 | IoU 0.488 [2021-06-11 20:32:19,065][root][INFO] - Lr: 6.013e-03 | Epoch: [34][200/372] | Time 0.470 | Data 0.052 | Loss 0.2135 | IoU 0.488 [2021-06-11 20:32:23,692][root][INFO] - Lr: 6.010e-03 | Epoch: [34][210/372] | Time 0.470 | Data 0.051 | Loss 0.2134 | IoU 0.488 [2021-06-11 20:32:28,340][root][INFO] - Lr: 6.007e-03 | Epoch: [34][220/372] | Time 0.470 | Data 0.051 | Loss 0.2134 | IoU 0.488 [2021-06-11 20:32:32,995][root][INFO] - Lr: 6.003e-03 | Epoch: [34][230/372] | Time 0.469 | Data 0.051 | Loss 0.2133 | IoU 0.488 [2021-06-11 20:32:37,624][root][INFO] - Lr: 6.000e-03 | Epoch: [34][240/372] | Time 0.469 | Data 0.051 | Loss 0.2133 | IoU 0.488 [2021-06-11 20:32:42,296][root][INFO] - Lr: 5.997e-03 | Epoch: [34][250/372] | Time 0.469 | Data 0.051 | Loss 0.2132 | IoU 0.488 [2021-06-11 20:32:46,945][root][INFO] - Lr: 5.994e-03 | Epoch: [34][260/372] | Time 0.469 | Data 0.051 | Loss 0.2132 | IoU 0.488 [2021-06-11 20:32:51,573][root][INFO] - Lr: 5.991e-03 | Epoch: [34][270/372] | Time 0.469 | Data 0.050 | Loss 0.2131 | IoU 0.488 [2021-06-11 20:32:56,215][root][INFO] - Lr: 5.987e-03 | Epoch: [34][280/372] | Time 0.468 | Data 0.050 | Loss 0.2131 | IoU 0.488 [2021-06-11 20:33:00,860][root][INFO] - Lr: 5.984e-03 | Epoch: [34][290/372] | Time 0.468 | Data 0.050 | Loss 0.2130 | IoU 0.488 [2021-06-11 20:33:05,506][root][INFO] - Lr: 5.981e-03 | Epoch: [34][300/372] | Time 0.468 | Data 0.050 | Loss 0.2129 | IoU 0.488 [2021-06-11 20:33:10,139][root][INFO] - Lr: 5.978e-03 | Epoch: [34][310/372] | Time 0.468 | Data 0.050 | Loss 0.2129 | IoU 0.488 [2021-06-11 20:33:14,765][root][INFO] - Lr: 5.975e-03 | Epoch: [34][320/372] | Time 0.468 | Data 0.050 | Loss 0.2128 | IoU 0.489 [2021-06-11 20:33:19,418][root][INFO] - Lr: 5.971e-03 | Epoch: [34][330/372] | Time 0.468 | Data 0.050 | Loss 0.2128 | IoU 0.489 [2021-06-11 20:33:24,053][root][INFO] - Lr: 5.968e-03 | Epoch: [34][340/372] | Time 0.468 | Data 0.049 | Loss 0.2127 | IoU 0.489 [2021-06-11 20:33:28,695][root][INFO] - Lr: 5.965e-03 | Epoch: [34][350/372] | Time 0.468 | Data 0.049 | Loss 0.2127 | IoU 0.489 [2021-06-11 20:33:33,347][root][INFO] - Lr: 5.962e-03 | Epoch: [34][360/372] | Time 0.468 | Data 0.049 | Loss 0.2126 | IoU 0.489 [2021-06-11 20:33:37,921][root][INFO] - Lr: 5.959e-03 | Epoch: [34][370/372] | Time 0.467 | Data 0.049 | Loss 0.2126 | IoU 0.489 [2021-06-11 20:33:40,038][root][INFO] - Lr: 5.958e-03 | Epoch: [35][0/372] | Time 1.605 | Data 1.134 | Loss 0.2126 | IoU 0.489 [2021-06-11 20:33:44,879][root][INFO] - Lr: 5.955e-03 | Epoch: [35][10/372] | Time 0.583 | Data 0.156 | Loss 0.2125 | IoU 0.489 [2021-06-11 20:33:49,486][root][INFO] - Lr: 5.952e-03 | Epoch: [35][20/372] | Time 0.526 | Data 0.103 | Loss 0.2125 | IoU 0.489 [2021-06-11 20:33:54,120][root][INFO] - Lr: 5.948e-03 | Epoch: [35][30/372] | Time 0.506 | Data 0.084 | Loss 0.2124 | IoU 0.489 [2021-06-11 20:33:58,757][root][INFO] - Lr: 5.945e-03 | Epoch: [35][40/372] | Time 0.495 | Data 0.075 | Loss 0.2124 | IoU 0.489 [2021-06-11 20:34:03,416][root][INFO] - Lr: 5.942e-03 | Epoch: [35][50/372] | Time 0.490 | Data 0.069 | Loss 0.2123 | IoU 0.489 [2021-06-11 20:34:08,032][root][INFO] - Lr: 5.939e-03 | Epoch: [35][60/372] | Time 0.485 | Data 0.065 | Loss 0.2123 | IoU 0.489 [2021-06-11 20:34:12,660][root][INFO] - Lr: 5.936e-03 | Epoch: [35][70/372] | Time 0.482 | Data 0.063 | Loss 0.2122 | IoU 0.489 [2021-06-11 20:34:17,297][root][INFO] - Lr: 5.932e-03 | Epoch: [35][80/372] | Time 0.480 | Data 0.060 | Loss 0.2122 | IoU 0.489 [2021-06-11 20:34:21,925][root][INFO] - Lr: 5.929e-03 | Epoch: [35][90/372] | Time 0.478 | Data 0.059 | Loss 0.2121 | IoU 0.489 [2021-06-11 20:34:26,555][root][INFO] - Lr: 5.926e-03 | Epoch: [35][100/372] | Time 0.476 | Data 0.058 | Loss 0.2121 | IoU 0.489 [2021-06-11 20:34:31,246][root][INFO] - Lr: 5.923e-03 | Epoch: [35][110/372] | Time 0.476 | Data 0.056 | Loss 0.2120 | IoU 0.490 [2021-06-11 20:34:35,857][root][INFO] - Lr: 5.920e-03 | Epoch: [35][120/372] | Time 0.474 | Data 0.055 | Loss 0.2120 | IoU 0.490 [2021-06-11 20:34:40,514][root][INFO] - Lr: 5.916e-03 | Epoch: [35][130/372] | Time 0.474 | Data 0.055 | Loss 0.2119 | IoU 0.490 [2021-06-11 20:34:45,134][root][INFO] - Lr: 5.913e-03 | Epoch: [35][140/372] | Time 0.473 | Data 0.054 | Loss 0.2119 | IoU 0.490 [2021-06-11 20:34:49,767][root][INFO] - Lr: 5.910e-03 | Epoch: [35][150/372] | Time 0.472 | Data 0.053 | Loss 0.2118 | IoU 0.490 [2021-06-11 20:34:54,434][root][INFO] - Lr: 5.907e-03 | Epoch: [35][160/372] | Time 0.472 | Data 0.053 | Loss 0.2117 | IoU 0.490 [2021-06-11 20:34:59,056][root][INFO] - Lr: 5.903e-03 | Epoch: [35][170/372] | Time 0.471 | Data 0.053 | Loss 0.2117 | IoU 0.490 [2021-06-11 20:35:03,652][root][INFO] - Lr: 5.900e-03 | Epoch: [35][180/372] | Time 0.471 | Data 0.052 | Loss 0.2117 | IoU 0.490 [2021-06-11 20:35:08,267][root][INFO] - Lr: 5.897e-03 | Epoch: [35][190/372] | Time 0.470 | Data 0.052 | Loss 0.2116 | IoU 0.490 [2021-06-11 20:35:12,963][root][INFO] - Lr: 5.894e-03 | Epoch: [35][200/372] | Time 0.470 | Data 0.051 | Loss 0.2116 | IoU 0.490 [2021-06-11 20:35:17,601][root][INFO] - Lr: 5.891e-03 | Epoch: [35][210/372] | Time 0.470 | Data 0.051 | Loss 0.2115 | IoU 0.490 [2021-06-11 20:35:22,263][root][INFO] - Lr: 5.887e-03 | Epoch: [35][220/372] | Time 0.470 | Data 0.051 | Loss 0.2115 | IoU 0.490 [2021-06-11 20:35:26,860][root][INFO] - Lr: 5.884e-03 | Epoch: [35][230/372] | Time 0.469 | Data 0.051 | Loss 0.2114 | IoU 0.490 [2021-06-11 20:35:31,460][root][INFO] - Lr: 5.881e-03 | Epoch: [35][240/372] | Time 0.469 | Data 0.050 | Loss 0.2114 | IoU 0.490 [2021-06-11 20:35:36,134][root][INFO] - Lr: 5.878e-03 | Epoch: [35][250/372] | Time 0.469 | Data 0.050 | Loss 0.2113 | IoU 0.490 [2021-06-11 20:35:40,801][root][INFO] - Lr: 5.875e-03 | Epoch: [35][260/372] | Time 0.469 | Data 0.050 | Loss 0.2113 | IoU 0.490 [2021-06-11 20:35:45,448][root][INFO] - Lr: 5.871e-03 | Epoch: [35][270/372] | Time 0.469 | Data 0.050 | Loss 0.2112 | IoU 0.490 [2021-06-11 20:35:50,074][root][INFO] - Lr: 5.868e-03 | Epoch: [35][280/372] | Time 0.468 | Data 0.050 | Loss 0.2112 | IoU 0.491 [2021-06-11 20:35:54,696][root][INFO] - Lr: 5.865e-03 | Epoch: [35][290/372] | Time 0.468 | Data 0.049 | Loss 0.2111 | IoU 0.491 [2021-06-11 20:35:59,352][root][INFO] - Lr: 5.862e-03 | Epoch: [35][300/372] | Time 0.468 | Data 0.049 | Loss 0.2111 | IoU 0.491 [2021-06-11 20:36:04,000][root][INFO] - Lr: 5.859e-03 | Epoch: [35][310/372] | Time 0.468 | Data 0.049 | Loss 0.2110 | IoU 0.491 [2021-06-11 20:36:08,638][root][INFO] - Lr: 5.855e-03 | Epoch: [35][320/372] | Time 0.468 | Data 0.049 | Loss 0.2110 | IoU 0.491 [2021-06-11 20:36:13,307][root][INFO] - Lr: 5.852e-03 | Epoch: [35][330/372] | Time 0.468 | Data 0.049 | Loss 0.2109 | IoU 0.491 [2021-06-11 20:36:17,952][root][INFO] - Lr: 5.849e-03 | Epoch: [35][340/372] | Time 0.468 | Data 0.049 | Loss 0.2109 | IoU 0.491 [2021-06-11 20:36:22,601][root][INFO] - Lr: 5.846e-03 | Epoch: [35][350/372] | Time 0.468 | Data 0.049 | Loss 0.2108 | IoU 0.491 [2021-06-11 20:36:27,252][root][INFO] - Lr: 5.843e-03 | Epoch: [35][360/372] | Time 0.468 | Data 0.049 | Loss 0.2108 | IoU 0.491 [2021-06-11 20:36:31,821][root][INFO] - Lr: 5.839e-03 | Epoch: [35][370/372] | Time 0.467 | Data 0.049 | Loss 0.2107 | IoU 0.491 [2021-06-11 20:36:32,638][root][INFO] - 0/500 [2021-06-11 20:36:32,771][root][INFO] - 1/500 [2021-06-11 20:36:32,892][root][INFO] - 2/500 [2021-06-11 20:36:32,974][root][INFO] - 3/500 [2021-06-11 20:36:33,083][root][INFO] - 4/500 [2021-06-11 20:36:33,177][root][INFO] - 5/500 [2021-06-11 20:36:33,280][root][INFO] - 6/500 [2021-06-11 20:36:33,374][root][INFO] - 7/500 [2021-06-11 20:36:33,481][root][INFO] - 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495/500 [2021-06-11 20:37:19,729][root][INFO] - 496/500 [2021-06-11 20:37:19,800][root][INFO] - 497/500 [2021-06-11 20:37:19,871][root][INFO] - 498/500 [2021-06-11 20:37:19,945][root][INFO] - 499/500 [2021-06-11 20:37:20,105][root][INFO] - Validation set: Time avg per batch 0.095 Loss avg 0.2858 IoU avg 0.538 [2021-06-11 20:37:20,106][root][INFO] - ---> save checkpoint [2021-06-11 20:37:25,033][root][INFO] - Lr: 5.839e-03 | Epoch: [36][0/372] | Time 1.721 | Data 1.236 | Loss 0.2107 | IoU 0.491 [2021-06-11 20:37:29,784][root][INFO] - Lr: 5.835e-03 | Epoch: [36][10/372] | Time 0.596 | Data 0.176 | Loss 0.2107 | IoU 0.491 [2021-06-11 20:37:34,407][root][INFO] - Lr: 5.832e-03 | Epoch: [36][20/372] | Time 0.532 | Data 0.114 | Loss 0.2106 | IoU 0.491 [2021-06-11 20:37:39,006][root][INFO] - Lr: 5.829e-03 | Epoch: [36][30/372] | Time 0.509 | Data 0.092 | Loss 0.2106 | IoU 0.491 [2021-06-11 20:37:43,617][root][INFO] - Lr: 5.826e-03 | Epoch: [36][40/372] | Time 0.497 | Data 0.081 | Loss 0.2105 | IoU 0.491 [2021-06-11 20:37:48,231][root][INFO] - Lr: 5.823e-03 | Epoch: [36][50/372] | Time 0.490 | Data 0.074 | Loss 0.2105 | IoU 0.491 [2021-06-11 20:37:52,841][root][INFO] - Lr: 5.819e-03 | Epoch: [36][60/372] | Time 0.486 | Data 0.069 | Loss 0.2104 | IoU 0.491 [2021-06-11 20:37:57,433][root][INFO] - Lr: 5.816e-03 | Epoch: [36][70/372] | Time 0.482 | Data 0.066 | Loss 0.2104 | IoU 0.492 [2021-06-11 20:38:02,040][root][INFO] - Lr: 5.813e-03 | Epoch: [36][80/372] | Time 0.479 | Data 0.063 | Loss 0.2103 | IoU 0.492 [2021-06-11 20:38:06,679][root][INFO] - Lr: 5.810e-03 | Epoch: [36][90/372] | Time 0.477 | Data 0.061 | Loss 0.2103 | IoU 0.492 [2021-06-11 20:38:11,344][root][INFO] - Lr: 5.807e-03 | Epoch: [36][100/372] | Time 0.476 | Data 0.060 | Loss 0.2102 | IoU 0.492 [2021-06-11 20:38:15,972][root][INFO] - Lr: 5.803e-03 | Epoch: [36][110/372] | Time 0.475 | Data 0.059 | Loss 0.2102 | IoU 0.492 [2021-06-11 20:38:20,653][root][INFO] - Lr: 5.800e-03 | Epoch: [36][120/372] | Time 0.475 | Data 0.058 | Loss 0.2101 | IoU 0.492 [2021-06-11 20:38:25,290][root][INFO] - Lr: 5.797e-03 | Epoch: [36][130/372] | Time 0.474 | Data 0.057 | Loss 0.2101 | IoU 0.492 [2021-06-11 20:38:29,934][root][INFO] - Lr: 5.794e-03 | Epoch: [36][140/372] | Time 0.473 | Data 0.057 | Loss 0.2100 | IoU 0.492 [2021-06-11 20:38:34,564][root][INFO] - Lr: 5.790e-03 | Epoch: [36][150/372] | Time 0.472 | Data 0.056 | Loss 0.2100 | IoU 0.492 [2021-06-11 20:38:39,182][root][INFO] - Lr: 5.787e-03 | Epoch: [36][160/372] | Time 0.472 | Data 0.055 | Loss 0.2099 | IoU 0.492 [2021-06-11 20:38:43,814][root][INFO] - Lr: 5.784e-03 | Epoch: [36][170/372] | Time 0.471 | Data 0.054 | Loss 0.2099 | IoU 0.492 [2021-06-11 20:38:48,444][root][INFO] - Lr: 5.781e-03 | Epoch: [36][180/372] | Time 0.471 | Data 0.054 | Loss 0.2098 | IoU 0.492 [2021-06-11 20:38:53,082][root][INFO] - Lr: 5.778e-03 | Epoch: [36][190/372] | Time 0.470 | Data 0.054 | Loss 0.2098 | IoU 0.492 [2021-06-11 20:38:57,731][root][INFO] - Lr: 5.774e-03 | Epoch: [36][200/372] | Time 0.470 | Data 0.053 | Loss 0.2097 | IoU 0.492 [2021-06-11 20:39:02,365][root][INFO] - Lr: 5.771e-03 | Epoch: [36][210/372] | Time 0.470 | Data 0.053 | Loss 0.2097 | IoU 0.492 [2021-06-11 20:39:06,986][root][INFO] - Lr: 5.768e-03 | Epoch: [36][220/372] | Time 0.470 | Data 0.053 | Loss 0.2096 | IoU 0.492 [2021-06-11 20:39:11,635][root][INFO] - Lr: 5.765e-03 | Epoch: [36][230/372] | Time 0.469 | Data 0.052 | Loss 0.2096 | IoU 0.492 [2021-06-11 20:39:16,262][root][INFO] - Lr: 5.762e-03 | Epoch: [36][240/372] | Time 0.469 | Data 0.052 | Loss 0.2095 | IoU 0.493 [2021-06-11 20:39:20,890][root][INFO] - Lr: 5.758e-03 | Epoch: [36][250/372] | Time 0.469 | Data 0.052 | Loss 0.2095 | IoU 0.493 [2021-06-11 20:39:25,524][root][INFO] - Lr: 5.755e-03 | Epoch: [36][260/372] | Time 0.469 | Data 0.051 | Loss 0.2094 | IoU 0.493 [2021-06-11 20:39:30,154][root][INFO] - Lr: 5.752e-03 | Epoch: [36][270/372] | Time 0.468 | Data 0.051 | Loss 0.2094 | IoU 0.493 [2021-06-11 20:39:34,790][root][INFO] - Lr: 5.749e-03 | Epoch: [36][280/372] | Time 0.468 | Data 0.051 | Loss 0.2093 | IoU 0.493 [2021-06-11 20:39:39,425][root][INFO] - Lr: 5.745e-03 | Epoch: [36][290/372] | Time 0.468 | Data 0.051 | Loss 0.2093 | IoU 0.493 [2021-06-11 20:39:44,074][root][INFO] - Lr: 5.742e-03 | Epoch: [36][300/372] | Time 0.468 | Data 0.051 | Loss 0.2092 | IoU 0.493 [2021-06-11 20:39:48,699][root][INFO] - Lr: 5.739e-03 | Epoch: [36][310/372] | Time 0.468 | Data 0.050 | Loss 0.2092 | IoU 0.493 [2021-06-11 20:39:53,377][root][INFO] - Lr: 5.736e-03 | Epoch: [36][320/372] | Time 0.468 | Data 0.050 | Loss 0.2091 | IoU 0.493 [2021-06-11 20:39:58,015][root][INFO] - Lr: 5.733e-03 | Epoch: [36][330/372] | Time 0.468 | Data 0.050 | Loss 0.2091 | IoU 0.493 [2021-06-11 20:40:02,660][root][INFO] - Lr: 5.729e-03 | Epoch: [36][340/372] | Time 0.468 | Data 0.050 | Loss 0.2090 | IoU 0.493 [2021-06-11 20:40:07,327][root][INFO] - Lr: 5.726e-03 | Epoch: [36][350/372] | Time 0.467 | Data 0.050 | Loss 0.2090 | IoU 0.493 [2021-06-11 20:40:11,953][root][INFO] - Lr: 5.723e-03 | Epoch: [36][360/372] | Time 0.467 | Data 0.050 | Loss 0.2090 | IoU 0.493 [2021-06-11 20:40:16,539][root][INFO] - Lr: 5.720e-03 | Epoch: [36][370/372] | Time 0.467 | Data 0.050 | Loss 0.2089 | IoU 0.493 [2021-06-11 20:40:18,965][root][INFO] - Lr: 5.719e-03 | Epoch: [37][0/372] | Time 1.907 | Data 1.446 | Loss 0.2089 | IoU 0.493 [2021-06-11 20:40:23,868][root][INFO] - Lr: 5.716e-03 | Epoch: [37][10/372] | Time 0.619 | Data 0.186 | Loss 0.2088 | IoU 0.493 [2021-06-11 20:40:28,556][root][INFO] - Lr: 5.713e-03 | Epoch: [37][20/372] | Time 0.547 | Data 0.121 | Loss 0.2088 | IoU 0.493 [2021-06-11 20:40:33,171][root][INFO] - Lr: 5.709e-03 | Epoch: [37][30/372] | Time 0.520 | Data 0.096 | Loss 0.2087 | IoU 0.493 [2021-06-11 20:40:37,794][root][INFO] - Lr: 5.706e-03 | Epoch: [37][40/372] | Time 0.506 | Data 0.084 | Loss 0.2087 | IoU 0.494 [2021-06-11 20:40:42,417][root][INFO] - Lr: 5.703e-03 | Epoch: [37][50/372] | Time 0.497 | Data 0.076 | Loss 0.2086 | IoU 0.494 [2021-06-11 20:40:47,032][root][INFO] - Lr: 5.700e-03 | Epoch: [37][60/372] | Time 0.491 | Data 0.071 | Loss 0.2086 | IoU 0.494 [2021-06-11 20:40:51,692][root][INFO] - Lr: 5.697e-03 | Epoch: [37][70/372] | Time 0.488 | Data 0.067 | Loss 0.2086 | IoU 0.494 [2021-06-11 20:40:56,337][root][INFO] - Lr: 5.693e-03 | Epoch: [37][80/372] | Time 0.485 | Data 0.065 | Loss 0.2085 | IoU 0.494 [2021-06-11 20:41:01,011][root][INFO] - Lr: 5.690e-03 | Epoch: [37][90/372] | Time 0.483 | Data 0.063 | Loss 0.2085 | IoU 0.494 [2021-06-11 20:41:05,643][root][INFO] - Lr: 5.687e-03 | Epoch: [37][100/372] | Time 0.481 | Data 0.061 | Loss 0.2084 | IoU 0.494 [2021-06-11 20:41:10,278][root][INFO] - Lr: 5.684e-03 | Epoch: [37][110/372] | Time 0.479 | Data 0.060 | Loss 0.2084 | IoU 0.494 [2021-06-11 20:41:14,938][root][INFO] - Lr: 5.680e-03 | Epoch: [37][120/372] | Time 0.478 | Data 0.059 | Loss 0.2083 | IoU 0.494 [2021-06-11 20:41:19,586][root][INFO] - Lr: 5.677e-03 | Epoch: [37][130/372] | Time 0.477 | Data 0.058 | Loss 0.2083 | IoU 0.494 [2021-06-11 20:41:24,245][root][INFO] - Lr: 5.674e-03 | Epoch: [37][140/372] | Time 0.477 | Data 0.057 | Loss 0.2082 | IoU 0.494 [2021-06-11 20:41:28,874][root][INFO] - Lr: 5.671e-03 | Epoch: [37][150/372] | Time 0.476 | Data 0.056 | Loss 0.2082 | IoU 0.494 [2021-06-11 20:41:33,512][root][INFO] - Lr: 5.668e-03 | Epoch: [37][160/372] | Time 0.475 | Data 0.056 | Loss 0.2081 | IoU 0.494 [2021-06-11 20:41:38,144][root][INFO] - Lr: 5.664e-03 | Epoch: [37][170/372] | Time 0.474 | Data 0.055 | Loss 0.2081 | IoU 0.494 [2021-06-11 20:41:42,806][root][INFO] - Lr: 5.661e-03 | Epoch: [37][180/372] | Time 0.474 | Data 0.054 | Loss 0.2080 | IoU 0.494 [2021-06-11 20:41:47,423][root][INFO] - Lr: 5.658e-03 | Epoch: [37][190/372] | Time 0.473 | Data 0.054 | Loss 0.2080 | IoU 0.495 [2021-06-11 20:41:52,062][root][INFO] - Lr: 5.655e-03 | Epoch: [37][200/372] | Time 0.473 | Data 0.054 | Loss 0.2079 | IoU 0.495 [2021-06-11 20:41:56,681][root][INFO] - Lr: 5.651e-03 | Epoch: [37][210/372] | Time 0.472 | Data 0.053 | Loss 0.2079 | IoU 0.495 [2021-06-11 20:42:01,356][root][INFO] - Lr: 5.648e-03 | Epoch: [37][220/372] | Time 0.472 | Data 0.053 | Loss 0.2078 | IoU 0.495 [2021-06-11 20:42:05,991][root][INFO] - Lr: 5.645e-03 | Epoch: [37][230/372] | Time 0.472 | Data 0.053 | Loss 0.2078 | IoU 0.495 [2021-06-11 20:42:10,643][root][INFO] - Lr: 5.642e-03 | Epoch: [37][240/372] | Time 0.471 | Data 0.052 | Loss 0.2077 | IoU 0.495 [2021-06-11 20:42:15,330][root][INFO] - Lr: 5.639e-03 | Epoch: [37][250/372] | Time 0.471 | Data 0.052 | Loss 0.2077 | IoU 0.495 [2021-06-11 20:42:19,975][root][INFO] - Lr: 5.635e-03 | Epoch: [37][260/372] | Time 0.471 | Data 0.052 | Loss 0.2076 | IoU 0.495 [2021-06-11 20:42:24,626][root][INFO] - Lr: 5.632e-03 | Epoch: [37][270/372] | Time 0.471 | Data 0.052 | Loss 0.2076 | IoU 0.495 [2021-06-11 20:42:29,272][root][INFO] - Lr: 5.629e-03 | Epoch: [37][280/372] | Time 0.470 | Data 0.052 | Loss 0.2075 | IoU 0.495 [2021-06-11 20:42:33,934][root][INFO] - Lr: 5.626e-03 | Epoch: [37][290/372] | Time 0.470 | Data 0.052 | Loss 0.2075 | IoU 0.495 [2021-06-11 20:42:38,573][root][INFO] - Lr: 5.622e-03 | Epoch: [37][300/372] | Time 0.470 | Data 0.051 | Loss 0.2075 | IoU 0.495 [2021-06-11 20:42:43,201][root][INFO] - Lr: 5.619e-03 | Epoch: [37][310/372] | Time 0.470 | Data 0.051 | Loss 0.2074 | IoU 0.495 [2021-06-11 20:42:47,849][root][INFO] - Lr: 5.616e-03 | Epoch: [37][320/372] | Time 0.470 | Data 0.051 | Loss 0.2074 | IoU 0.495 [2021-06-11 20:42:52,527][root][INFO] - Lr: 5.613e-03 | Epoch: [37][330/372] | Time 0.470 | Data 0.051 | Loss 0.2073 | IoU 0.495 [2021-06-11 20:42:57,148][root][INFO] - Lr: 5.610e-03 | Epoch: [37][340/372] | Time 0.469 | Data 0.051 | Loss 0.2073 | IoU 0.495 [2021-06-11 20:43:01,787][root][INFO] - Lr: 5.606e-03 | Epoch: [37][350/372] | Time 0.469 | Data 0.051 | Loss 0.2072 | IoU 0.495 [2021-06-11 20:43:06,431][root][INFO] - Lr: 5.603e-03 | Epoch: [37][360/372] | Time 0.469 | Data 0.050 | Loss 0.2072 | IoU 0.496 [2021-06-11 20:43:11,034][root][INFO] - Lr: 5.600e-03 | Epoch: [37][370/372] | Time 0.469 | Data 0.050 | Loss 0.2071 | IoU 0.496 [2021-06-11 20:43:13,213][root][INFO] - Lr: 5.599e-03 | Epoch: [38][0/372] | Time 1.655 | Data 1.197 | Loss 0.2071 | IoU 0.496 [2021-06-11 20:43:18,072][root][INFO] - Lr: 5.596e-03 | Epoch: [38][10/372] | Time 0.592 | Data 0.167 | Loss 0.2071 | IoU 0.496 [2021-06-11 20:43:22,711][root][INFO] - Lr: 5.593e-03 | Epoch: [38][20/372] | Time 0.531 | Data 0.110 | Loss 0.2070 | IoU 0.496 [2021-06-11 20:43:27,360][root][INFO] - Lr: 5.590e-03 | Epoch: [38][30/372] | Time 0.509 | Data 0.090 | Loss 0.2070 | IoU 0.496 [2021-06-11 20:43:32,039][root][INFO] - Lr: 5.586e-03 | Epoch: [38][40/372] | Time 0.499 | Data 0.079 | Loss 0.2069 | IoU 0.496 [2021-06-11 20:43:36,639][root][INFO] - Lr: 5.583e-03 | Epoch: [38][50/372] | Time 0.492 | Data 0.072 | Loss 0.2069 | IoU 0.496 [2021-06-11 20:43:41,312][root][INFO] - Lr: 5.580e-03 | Epoch: [38][60/372] | Time 0.488 | Data 0.068 | Loss 0.2068 | IoU 0.496 [2021-06-11 20:43:45,963][root][INFO] - Lr: 5.577e-03 | Epoch: [38][70/372] | Time 0.484 | Data 0.065 | Loss 0.2068 | IoU 0.496 [2021-06-11 20:43:50,574][root][INFO] - Lr: 5.573e-03 | Epoch: [38][80/372] | Time 0.482 | Data 0.062 | Loss 0.2067 | IoU 0.496 [2021-06-11 20:43:55,224][root][INFO] - Lr: 5.570e-03 | Epoch: [38][90/372] | Time 0.480 | Data 0.061 | Loss 0.2067 | IoU 0.496 [2021-06-11 20:43:59,896][root][INFO] - Lr: 5.567e-03 | Epoch: [38][100/372] | Time 0.479 | Data 0.060 | Loss 0.2066 | IoU 0.496 [2021-06-11 20:44:04,542][root][INFO] - Lr: 5.564e-03 | Epoch: [38][110/372] | Time 0.477 | Data 0.058 | Loss 0.2066 | IoU 0.496 [2021-06-11 20:44:09,179][root][INFO] - Lr: 5.561e-03 | Epoch: [38][120/372] | Time 0.476 | Data 0.057 | Loss 0.2065 | IoU 0.496 [2021-06-11 20:44:13,787][root][INFO] - Lr: 5.557e-03 | Epoch: [38][130/372] | Time 0.475 | Data 0.056 | Loss 0.2065 | IoU 0.496 [2021-06-11 20:44:18,442][root][INFO] - Lr: 5.554e-03 | Epoch: [38][140/372] | Time 0.474 | Data 0.056 | Loss 0.2065 | IoU 0.496 [2021-06-11 20:44:23,088][root][INFO] - Lr: 5.551e-03 | Epoch: [38][150/372] | Time 0.474 | Data 0.055 | Loss 0.2064 | IoU 0.496 [2021-06-11 20:44:27,755][root][INFO] - Lr: 5.548e-03 | Epoch: [38][160/372] | Time 0.473 | Data 0.055 | Loss 0.2064 | IoU 0.496 [2021-06-11 20:44:32,399][root][INFO] - Lr: 5.544e-03 | Epoch: [38][170/372] | Time 0.473 | Data 0.054 | Loss 0.2063 | IoU 0.497 [2021-06-11 20:44:37,044][root][INFO] - Lr: 5.541e-03 | Epoch: [38][180/372] | Time 0.472 | Data 0.054 | Loss 0.2063 | IoU 0.497 [2021-06-11 20:44:41,677][root][INFO] - Lr: 5.538e-03 | Epoch: [38][190/372] | Time 0.472 | Data 0.053 | Loss 0.2062 | IoU 0.497 [2021-06-11 20:44:46,314][root][INFO] - Lr: 5.535e-03 | Epoch: [38][200/372] | Time 0.471 | Data 0.053 | Loss 0.2062 | IoU 0.497 [2021-06-11 20:44:50,971][root][INFO] - Lr: 5.531e-03 | Epoch: [38][210/372] | Time 0.471 | Data 0.053 | Loss 0.2061 | IoU 0.497 [2021-06-11 20:44:55,635][root][INFO] - Lr: 5.528e-03 | Epoch: [38][220/372] | Time 0.471 | Data 0.052 | Loss 0.2061 | IoU 0.497 [2021-06-11 20:45:00,273][root][INFO] - Lr: 5.525e-03 | Epoch: [38][230/372] | Time 0.471 | Data 0.052 | Loss 0.2060 | IoU 0.497 [2021-06-11 20:45:04,923][root][INFO] - Lr: 5.522e-03 | Epoch: [38][240/372] | Time 0.470 | Data 0.052 | Loss 0.2060 | IoU 0.497 [2021-06-11 20:45:09,570][root][INFO] - Lr: 5.519e-03 | Epoch: [38][250/372] | Time 0.470 | Data 0.052 | Loss 0.2059 | IoU 0.497 [2021-06-11 20:45:14,207][root][INFO] - Lr: 5.515e-03 | Epoch: [38][260/372] | Time 0.470 | Data 0.051 | Loss 0.2059 | IoU 0.497 [2021-06-11 20:45:18,839][root][INFO] - Lr: 5.512e-03 | Epoch: [38][270/372] | Time 0.470 | Data 0.051 | Loss 0.2059 | IoU 0.497 [2021-06-11 20:45:23,481][root][INFO] - Lr: 5.509e-03 | Epoch: [38][280/372] | Time 0.469 | Data 0.051 | Loss 0.2058 | IoU 0.497 [2021-06-11 20:45:28,155][root][INFO] - Lr: 5.506e-03 | Epoch: [38][290/372] | Time 0.469 | Data 0.051 | Loss 0.2058 | IoU 0.497 [2021-06-11 20:45:32,786][root][INFO] - Lr: 5.502e-03 | Epoch: [38][300/372] | Time 0.469 | Data 0.051 | Loss 0.2057 | IoU 0.497 [2021-06-11 20:45:37,468][root][INFO] - Lr: 5.499e-03 | Epoch: [38][310/372] | Time 0.469 | Data 0.051 | Loss 0.2057 | IoU 0.497 [2021-06-11 20:45:42,112][root][INFO] - Lr: 5.496e-03 | Epoch: [38][320/372] | Time 0.469 | Data 0.051 | Loss 0.2056 | IoU 0.497 [2021-06-11 20:45:46,792][root][INFO] - Lr: 5.493e-03 | Epoch: [38][330/372] | Time 0.469 | Data 0.050 | Loss 0.2056 | IoU 0.497 [2021-06-11 20:45:51,432][root][INFO] - Lr: 5.489e-03 | Epoch: [38][340/372] | Time 0.469 | Data 0.050 | Loss 0.2055 | IoU 0.498 [2021-06-11 20:45:56,038][root][INFO] - Lr: 5.486e-03 | Epoch: [38][350/372] | Time 0.469 | Data 0.050 | Loss 0.2055 | IoU 0.498 [2021-06-11 20:46:00,675][root][INFO] - Lr: 5.483e-03 | Epoch: [38][360/372] | Time 0.468 | Data 0.050 | Loss 0.2055 | IoU 0.498 [2021-06-11 20:46:05,259][root][INFO] - Lr: 5.480e-03 | Epoch: [38][370/372] | Time 0.468 | Data 0.050 | Loss 0.2054 | IoU 0.498 [2021-06-11 20:46:07,463][root][INFO] - Lr: 5.479e-03 | Epoch: [39][0/372] | Time 1.635 | Data 1.159 | Loss 0.2054 | IoU 0.498 [2021-06-11 20:46:12,353][root][INFO] - Lr: 5.476e-03 | Epoch: [39][10/372] | Time 0.597 | Data 0.171 | Loss 0.2053 | IoU 0.498 [2021-06-11 20:46:16,980][root][INFO] - Lr: 5.473e-03 | Epoch: [39][20/372] | Time 0.533 | Data 0.112 | Loss 0.2053 | IoU 0.498 [2021-06-11 20:46:21,602][root][INFO] - Lr: 5.469e-03 | Epoch: [39][30/372] | Time 0.510 | Data 0.090 | Loss 0.2053 | IoU 0.498 [2021-06-11 20:46:26,232][root][INFO] - Lr: 5.466e-03 | Epoch: [39][40/372] | Time 0.499 | Data 0.079 | Loss 0.2052 | IoU 0.498 [2021-06-11 20:46:30,832][root][INFO] - Lr: 5.463e-03 | Epoch: [39][50/372] | Time 0.491 | Data 0.072 | Loss 0.2052 | IoU 0.498 [2021-06-11 20:46:35,461][root][INFO] - Lr: 5.460e-03 | Epoch: [39][60/372] | Time 0.487 | Data 0.067 | Loss 0.2051 | IoU 0.498 [2021-06-11 20:46:40,092][root][INFO] - Lr: 5.456e-03 | Epoch: [39][70/372] | Time 0.483 | Data 0.064 | Loss 0.2051 | IoU 0.498 [2021-06-11 20:46:44,716][root][INFO] - Lr: 5.453e-03 | Epoch: [39][80/372] | Time 0.481 | Data 0.062 | Loss 0.2050 | IoU 0.498 [2021-06-11 20:46:49,345][root][INFO] - Lr: 5.450e-03 | Epoch: [39][90/372] | Time 0.479 | Data 0.060 | Loss 0.2050 | IoU 0.498 [2021-06-11 20:46:53,964][root][INFO] - Lr: 5.447e-03 | Epoch: [39][100/372] | Time 0.477 | Data 0.058 | Loss 0.2050 | IoU 0.498 [2021-06-11 20:46:58,592][root][INFO] - Lr: 5.444e-03 | Epoch: [39][110/372] | Time 0.476 | Data 0.057 | Loss 0.2049 | IoU 0.498 [2021-06-11 20:47:03,230][root][INFO] - Lr: 5.440e-03 | Epoch: [39][120/372] | Time 0.475 | Data 0.056 | Loss 0.2049 | IoU 0.498 [2021-06-11 20:47:07,860][root][INFO] - Lr: 5.437e-03 | Epoch: [39][130/372] | Time 0.474 | Data 0.055 | Loss 0.2048 | IoU 0.499 [2021-06-11 20:47:12,551][root][INFO] - Lr: 5.434e-03 | Epoch: [39][140/372] | Time 0.473 | Data 0.055 | Loss 0.2048 | IoU 0.499 [2021-06-11 20:47:17,177][root][INFO] - Lr: 5.431e-03 | Epoch: [39][150/372] | Time 0.473 | Data 0.054 | Loss 0.2047 | IoU 0.499 [2021-06-11 20:47:21,826][root][INFO] - Lr: 5.427e-03 | Epoch: [39][160/372] | Time 0.472 | Data 0.054 | Loss 0.2047 | IoU 0.499 [2021-06-11 20:47:26,464][root][INFO] - Lr: 5.424e-03 | Epoch: [39][170/372] | Time 0.472 | Data 0.053 | Loss 0.2046 | IoU 0.499 [2021-06-11 20:47:31,113][root][INFO] - Lr: 5.421e-03 | Epoch: [39][180/372] | Time 0.471 | Data 0.053 | Loss 0.2046 | IoU 0.499 [2021-06-11 20:47:35,767][root][INFO] - Lr: 5.418e-03 | Epoch: [39][190/372] | Time 0.471 | Data 0.053 | Loss 0.2045 | IoU 0.499 [2021-06-11 20:47:40,460][root][INFO] - Lr: 5.414e-03 | Epoch: [39][200/372] | Time 0.471 | Data 0.052 | Loss 0.2045 | IoU 0.499 [2021-06-11 20:47:45,072][root][INFO] - Lr: 5.411e-03 | Epoch: [39][210/372] | Time 0.471 | Data 0.052 | Loss 0.2045 | IoU 0.499 [2021-06-11 20:47:49,707][root][INFO] - Lr: 5.408e-03 | Epoch: [39][220/372] | Time 0.470 | Data 0.052 | Loss 0.2044 | IoU 0.499 [2021-06-11 20:47:54,343][root][INFO] - Lr: 5.405e-03 | Epoch: [39][230/372] | Time 0.470 | Data 0.052 | Loss 0.2044 | IoU 0.499 [2021-06-11 20:47:58,979][root][INFO] - Lr: 5.401e-03 | Epoch: [39][240/372] | Time 0.470 | Data 0.051 | Loss 0.2043 | IoU 0.499 [2021-06-11 20:48:03,617][root][INFO] - Lr: 5.398e-03 | Epoch: [39][250/372] | Time 0.469 | Data 0.051 | Loss 0.2043 | IoU 0.499 [2021-06-11 20:48:08,291][root][INFO] - Lr: 5.395e-03 | Epoch: [39][260/372] | Time 0.469 | Data 0.051 | Loss 0.2042 | IoU 0.499 [2021-06-11 20:48:12,938][root][INFO] - Lr: 5.392e-03 | Epoch: [39][270/372] | Time 0.469 | Data 0.051 | Loss 0.2042 | IoU 0.499 [2021-06-11 20:48:17,578][root][INFO] - Lr: 5.389e-03 | Epoch: [39][280/372] | Time 0.469 | Data 0.051 | Loss 0.2041 | IoU 0.499 [2021-06-11 20:48:22,243][root][INFO] - Lr: 5.385e-03 | Epoch: [39][290/372] | Time 0.469 | Data 0.051 | Loss 0.2041 | IoU 0.499 [2021-06-11 20:48:26,874][root][INFO] - Lr: 5.382e-03 | Epoch: [39][300/372] | Time 0.469 | Data 0.050 | Loss 0.2041 | IoU 0.499 [2021-06-11 20:48:31,506][root][INFO] - Lr: 5.379e-03 | Epoch: [39][310/372] | Time 0.469 | Data 0.050 | Loss 0.2040 | IoU 0.500 [2021-06-11 20:48:36,126][root][INFO] - Lr: 5.376e-03 | Epoch: [39][320/372] | Time 0.468 | Data 0.050 | Loss 0.2040 | IoU 0.500 [2021-06-11 20:48:40,765][root][INFO] - Lr: 5.372e-03 | Epoch: [39][330/372] | Time 0.468 | Data 0.050 | Loss 0.2039 | IoU 0.500 [2021-06-11 20:48:45,437][root][INFO] - Lr: 5.369e-03 | Epoch: [39][340/372] | Time 0.468 | Data 0.050 | Loss 0.2039 | IoU 0.500 [2021-06-11 20:48:50,080][root][INFO] - Lr: 5.366e-03 | Epoch: [39][350/372] | Time 0.468 | Data 0.050 | Loss 0.2038 | IoU 0.500 [2021-06-11 20:48:54,719][root][INFO] - Lr: 5.363e-03 | Epoch: [39][360/372] | Time 0.468 | Data 0.050 | Loss 0.2038 | IoU 0.500 [2021-06-11 20:48:59,310][root][INFO] - Lr: 5.359e-03 | Epoch: [39][370/372] | Time 0.468 | Data 0.049 | Loss 0.2037 | IoU 0.500 [2021-06-11 20:49:01,525][root][INFO] - Lr: 5.359e-03 | Epoch: [40][0/372] | Time 1.689 | Data 1.258 | Loss 0.2037 | IoU 0.500 [2021-06-11 20:49:06,328][root][INFO] - Lr: 5.355e-03 | Epoch: [40][10/372] | Time 0.590 | Data 0.159 | Loss 0.2037 | IoU 0.500 [2021-06-11 20:49:10,963][root][INFO] - Lr: 5.352e-03 | Epoch: [40][20/372] | Time 0.529 | Data 0.105 | Loss 0.2036 | IoU 0.500 [2021-06-11 20:49:15,599][root][INFO] - Lr: 5.349e-03 | Epoch: [40][30/372] | Time 0.508 | Data 0.086 | Loss 0.2036 | IoU 0.500 [2021-06-11 20:49:20,221][root][INFO] - Lr: 5.346e-03 | Epoch: [40][40/372] | Time 0.497 | Data 0.076 | Loss 0.2035 | IoU 0.500 [2021-06-11 20:49:24,867][root][INFO] - Lr: 5.342e-03 | Epoch: [40][50/372] | Time 0.491 | Data 0.070 | Loss 0.2035 | IoU 0.500 [2021-06-11 20:49:29,513][root][INFO] - Lr: 5.339e-03 | Epoch: [40][60/372] | Time 0.486 | Data 0.066 | Loss 0.2035 | IoU 0.500 [2021-06-11 20:49:34,135][root][INFO] - Lr: 5.336e-03 | Epoch: [40][70/372] | Time 0.483 | Data 0.063 | Loss 0.2034 | IoU 0.500 [2021-06-11 20:49:38,750][root][INFO] - Lr: 5.333e-03 | Epoch: [40][80/372] | Time 0.480 | Data 0.060 | Loss 0.2034 | IoU 0.500 [2021-06-11 20:49:43,413][root][INFO] - Lr: 5.330e-03 | Epoch: [40][90/372] | Time 0.479 | Data 0.059 | Loss 0.2033 | IoU 0.500 [2021-06-11 20:49:48,074][root][INFO] - Lr: 5.326e-03 | Epoch: [40][100/372] | Time 0.477 | Data 0.058 | Loss 0.2033 | IoU 0.500 [2021-06-11 20:49:52,745][root][INFO] - Lr: 5.323e-03 | Epoch: [40][110/372] | Time 0.477 | Data 0.057 | Loss 0.2032 | IoU 0.500 [2021-06-11 20:49:57,360][root][INFO] - Lr: 5.320e-03 | Epoch: [40][120/372] | Time 0.475 | Data 0.056 | Loss 0.2032 | IoU 0.500 [2021-06-11 20:50:02,019][root][INFO] - Lr: 5.317e-03 | Epoch: [40][130/372] | Time 0.475 | Data 0.055 | Loss 0.2031 | IoU 0.500 [2021-06-11 20:50:06,657][root][INFO] - Lr: 5.313e-03 | Epoch: [40][140/372] | Time 0.474 | Data 0.055 | Loss 0.2031 | IoU 0.501 [2021-06-11 20:50:11,309][root][INFO] - Lr: 5.310e-03 | Epoch: [40][150/372] | Time 0.473 | Data 0.054 | Loss 0.2031 | IoU 0.501 [2021-06-11 20:50:15,972][root][INFO] - Lr: 5.307e-03 | Epoch: [40][160/372] | Time 0.473 | Data 0.054 | Loss 0.2030 | IoU 0.501 [2021-06-11 20:50:20,630][root][INFO] - Lr: 5.304e-03 | Epoch: [40][170/372] | Time 0.472 | Data 0.053 | Loss 0.2030 | IoU 0.501 [2021-06-11 20:50:25,294][root][INFO] - Lr: 5.300e-03 | Epoch: [40][180/372] | Time 0.472 | Data 0.053 | Loss 0.2029 | IoU 0.501 [2021-06-11 20:50:29,962][root][INFO] - Lr: 5.297e-03 | Epoch: [40][190/372] | Time 0.472 | Data 0.053 | Loss 0.2029 | IoU 0.501 [2021-06-11 20:50:34,613][root][INFO] - Lr: 5.294e-03 | Epoch: [40][200/372] | Time 0.471 | Data 0.052 | Loss 0.2028 | IoU 0.501 [2021-06-11 20:50:39,289][root][INFO] - Lr: 5.291e-03 | Epoch: [40][210/372] | Time 0.471 | Data 0.052 | Loss 0.2028 | IoU 0.501 [2021-06-11 20:50:43,922][root][INFO] - Lr: 5.287e-03 | Epoch: [40][220/372] | Time 0.471 | Data 0.052 | Loss 0.2028 | IoU 0.501 [2021-06-11 20:50:48,572][root][INFO] - Lr: 5.284e-03 | Epoch: [40][230/372] | Time 0.471 | Data 0.052 | Loss 0.2027 | IoU 0.501 [2021-06-11 20:50:53,225][root][INFO] - Lr: 5.281e-03 | Epoch: [40][240/372] | Time 0.470 | Data 0.051 | Loss 0.2027 | IoU 0.501 [2021-06-11 20:50:57,876][root][INFO] - Lr: 5.278e-03 | Epoch: [40][250/372] | Time 0.470 | Data 0.051 | Loss 0.2026 | IoU 0.501 [2021-06-11 20:51:02,520][root][INFO] - Lr: 5.274e-03 | Epoch: [40][260/372] | Time 0.470 | Data 0.051 | Loss 0.2026 | IoU 0.501 [2021-06-11 20:51:07,166][root][INFO] - Lr: 5.271e-03 | Epoch: [40][270/372] | Time 0.470 | Data 0.051 | Loss 0.2025 | IoU 0.501 [2021-06-11 20:51:11,824][root][INFO] - Lr: 5.268e-03 | Epoch: [40][280/372] | Time 0.470 | Data 0.051 | Loss 0.2025 | IoU 0.501 [2021-06-11 20:51:16,453][root][INFO] - Lr: 5.265e-03 | Epoch: [40][290/372] | Time 0.469 | Data 0.050 | Loss 0.2025 | IoU 0.501 [2021-06-11 20:51:21,089][root][INFO] - Lr: 5.261e-03 | Epoch: [40][300/372] | Time 0.469 | Data 0.050 | Loss 0.2024 | IoU 0.501 [2021-06-11 20:51:25,750][root][INFO] - Lr: 5.258e-03 | Epoch: [40][310/372] | Time 0.469 | Data 0.050 | Loss 0.2024 | IoU 0.501 [2021-06-11 20:51:30,389][root][INFO] - Lr: 5.255e-03 | Epoch: [40][320/372] | Time 0.469 | Data 0.050 | Loss 0.2023 | IoU 0.502 [2021-06-11 20:51:35,038][root][INFO] - Lr: 5.252e-03 | Epoch: [40][330/372] | Time 0.469 | Data 0.050 | Loss 0.2023 | IoU 0.502 [2021-06-11 20:51:39,683][root][INFO] - Lr: 5.248e-03 | Epoch: [40][340/372] | Time 0.469 | Data 0.050 | Loss 0.2023 | IoU 0.502 [2021-06-11 20:51:44,361][root][INFO] - Lr: 5.245e-03 | Epoch: [40][350/372] | Time 0.469 | Data 0.050 | Loss 0.2022 | IoU 0.502 [2021-06-11 20:51:49,000][root][INFO] - Lr: 5.242e-03 | Epoch: [40][360/372] | Time 0.469 | Data 0.050 | Loss 0.2022 | IoU 0.502 [2021-06-11 20:51:53,577][root][INFO] - 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464/500 [2021-06-11 20:52:38,419][root][INFO] - 465/500 [2021-06-11 20:52:38,534][root][INFO] - 466/500 [2021-06-11 20:52:38,621][root][INFO] - 467/500 [2021-06-11 20:52:38,696][root][INFO] - 468/500 [2021-06-11 20:52:38,776][root][INFO] - 469/500 [2021-06-11 20:52:38,884][root][INFO] - 470/500 [2021-06-11 20:52:38,979][root][INFO] - 471/500 [2021-06-11 20:52:39,086][root][INFO] - 472/500 [2021-06-11 20:52:39,184][root][INFO] - 473/500 [2021-06-11 20:52:39,261][root][INFO] - 474/500 [2021-06-11 20:52:39,359][root][INFO] - 475/500 [2021-06-11 20:52:39,463][root][INFO] - 476/500 [2021-06-11 20:52:39,547][root][INFO] - 477/500 [2021-06-11 20:52:39,644][root][INFO] - 478/500 [2021-06-11 20:52:39,736][root][INFO] - 479/500 [2021-06-11 20:52:39,845][root][INFO] - 480/500 [2021-06-11 20:52:39,936][root][INFO] - 481/500 [2021-06-11 20:52:40,043][root][INFO] - 482/500 [2021-06-11 20:52:40,156][root][INFO] - 483/500 [2021-06-11 20:52:40,236][root][INFO] - 484/500 [2021-06-11 20:52:40,325][root][INFO] - 485/500 [2021-06-11 20:52:40,437][root][INFO] - 486/500 [2021-06-11 20:52:40,549][root][INFO] - 487/500 [2021-06-11 20:52:40,634][root][INFO] - 488/500 [2021-06-11 20:52:40,741][root][INFO] - 489/500 [2021-06-11 20:52:40,861][root][INFO] - 490/500 [2021-06-11 20:52:40,961][root][INFO] - 491/500 [2021-06-11 20:52:41,069][root][INFO] - 492/500 [2021-06-11 20:52:41,140][root][INFO] - 493/500 [2021-06-11 20:52:41,211][root][INFO] - 494/500 [2021-06-11 20:52:41,282][root][INFO] - 495/500 [2021-06-11 20:52:41,352][root][INFO] - 496/500 [2021-06-11 20:52:41,423][root][INFO] - 497/500 [2021-06-11 20:52:41,495][root][INFO] - 498/500 [2021-06-11 20:52:41,567][root][INFO] - 499/500 [2021-06-11 20:52:41,715][root][INFO] - Validation set: Time avg per batch 0.095 Loss avg 0.2849 IoU avg 0.557 [2021-06-11 20:52:41,717][root][INFO] - ---> save checkpoint [2021-06-11 20:52:46,842][root][INFO] - Lr: 5.238e-03 | Epoch: [41][0/372] | Time 1.708 | Data 1.232 | Loss 0.2021 | IoU 0.502 [2021-06-11 20:52:51,564][root][INFO] - Lr: 5.235e-03 | Epoch: [41][10/372] | Time 0.591 | Data 0.172 | Loss 0.2021 | IoU 0.502 [2021-06-11 20:52:56,173][root][INFO] - Lr: 5.231e-03 | Epoch: [41][20/372] | Time 0.529 | Data 0.112 | Loss 0.2020 | IoU 0.502 [2021-06-11 20:53:00,817][root][INFO] - Lr: 5.228e-03 | Epoch: [41][30/372] | Time 0.508 | Data 0.092 | Loss 0.2020 | IoU 0.502 [2021-06-11 20:53:05,404][root][INFO] - Lr: 5.225e-03 | Epoch: [41][40/372] | Time 0.496 | Data 0.080 | Loss 0.2020 | IoU 0.502 [2021-06-11 20:53:10,011][root][INFO] - Lr: 5.222e-03 | Epoch: [41][50/372] | Time 0.489 | Data 0.074 | Loss 0.2019 | IoU 0.502 [2021-06-11 20:53:14,646][root][INFO] - Lr: 5.218e-03 | Epoch: [41][60/372] | Time 0.485 | Data 0.069 | Loss 0.2019 | IoU 0.502 [2021-06-11 20:53:19,256][root][INFO] - Lr: 5.215e-03 | Epoch: [41][70/372] | Time 0.481 | Data 0.066 | Loss 0.2018 | IoU 0.502 [2021-06-11 20:53:23,870][root][INFO] - Lr: 5.212e-03 | Epoch: [41][80/372] | Time 0.479 | Data 0.064 | Loss 0.2018 | IoU 0.502 [2021-06-11 20:53:28,493][root][INFO] - Lr: 5.209e-03 | Epoch: [41][90/372] | Time 0.477 | Data 0.061 | Loss 0.2017 | IoU 0.502 [2021-06-11 20:53:33,117][root][INFO] - Lr: 5.205e-03 | Epoch: [41][100/372] | Time 0.476 | Data 0.060 | Loss 0.2017 | IoU 0.502 [2021-06-11 20:53:37,766][root][INFO] - Lr: 5.202e-03 | Epoch: [41][110/372] | Time 0.475 | Data 0.059 | Loss 0.2017 | IoU 0.502 [2021-06-11 20:53:42,398][root][INFO] - Lr: 5.199e-03 | Epoch: [41][120/372] | Time 0.474 | Data 0.058 | Loss 0.2016 | IoU 0.502 [2021-06-11 20:53:47,034][root][INFO] - Lr: 5.196e-03 | Epoch: [41][130/372] | Time 0.473 | Data 0.057 | Loss 0.2016 | IoU 0.502 [2021-06-11 20:53:51,663][root][INFO] - Lr: 5.192e-03 | Epoch: [41][140/372] | Time 0.472 | Data 0.056 | Loss 0.2015 | IoU 0.503 [2021-06-11 20:53:56,308][root][INFO] - Lr: 5.189e-03 | Epoch: [41][150/372] | Time 0.472 | Data 0.056 | Loss 0.2015 | IoU 0.503 [2021-06-11 20:54:00,945][root][INFO] - Lr: 5.186e-03 | Epoch: [41][160/372] | Time 0.471 | Data 0.055 | Loss 0.2015 | IoU 0.503 [2021-06-11 20:54:05,558][root][INFO] - Lr: 5.183e-03 | Epoch: [41][170/372] | Time 0.471 | Data 0.055 | Loss 0.2014 | IoU 0.503 [2021-06-11 20:54:10,244][root][INFO] - Lr: 5.179e-03 | Epoch: [41][180/372] | Time 0.471 | Data 0.054 | Loss 0.2014 | IoU 0.503 [2021-06-11 20:54:14,894][root][INFO] - Lr: 5.176e-03 | Epoch: [41][190/372] | Time 0.470 | Data 0.054 | Loss 0.2013 | IoU 0.503 [2021-06-11 20:54:19,540][root][INFO] - Lr: 5.173e-03 | Epoch: [41][200/372] | Time 0.470 | Data 0.054 | Loss 0.2013 | IoU 0.503 [2021-06-11 20:54:24,188][root][INFO] - Lr: 5.170e-03 | Epoch: [41][210/372] | Time 0.470 | Data 0.053 | Loss 0.2012 | IoU 0.503 [2021-06-11 20:54:28,829][root][INFO] - Lr: 5.166e-03 | Epoch: [41][220/372] | Time 0.470 | Data 0.053 | Loss 0.2012 | IoU 0.503 [2021-06-11 20:54:33,479][root][INFO] - Lr: 5.163e-03 | Epoch: [41][230/372] | Time 0.469 | Data 0.053 | Loss 0.2012 | IoU 0.503 [2021-06-11 20:54:38,113][root][INFO] - Lr: 5.160e-03 | Epoch: [41][240/372] | Time 0.469 | Data 0.052 | Loss 0.2011 | IoU 0.503 [2021-06-11 20:54:42,781][root][INFO] - Lr: 5.157e-03 | Epoch: [41][250/372] | Time 0.469 | Data 0.052 | Loss 0.2011 | IoU 0.503 [2021-06-11 20:54:47,413][root][INFO] - Lr: 5.153e-03 | Epoch: [41][260/372] | Time 0.469 | Data 0.052 | Loss 0.2010 | IoU 0.503 [2021-06-11 20:54:52,076][root][INFO] - Lr: 5.150e-03 | Epoch: [41][270/372] | Time 0.469 | Data 0.052 | Loss 0.2010 | IoU 0.503 [2021-06-11 20:54:56,730][root][INFO] - Lr: 5.147e-03 | Epoch: [41][280/372] | Time 0.469 | Data 0.052 | Loss 0.2009 | IoU 0.503 [2021-06-11 20:55:01,395][root][INFO] - Lr: 5.144e-03 | Epoch: [41][290/372] | Time 0.468 | Data 0.052 | Loss 0.2009 | IoU 0.503 [2021-06-11 20:55:06,040][root][INFO] - Lr: 5.140e-03 | Epoch: [41][300/372] | Time 0.468 | Data 0.051 | Loss 0.2009 | IoU 0.503 [2021-06-11 20:55:10,661][root][INFO] - Lr: 5.137e-03 | Epoch: [41][310/372] | Time 0.468 | Data 0.051 | Loss 0.2008 | IoU 0.503 [2021-06-11 20:55:15,314][root][INFO] - Lr: 5.134e-03 | Epoch: [41][320/372] | Time 0.468 | Data 0.051 | Loss 0.2008 | IoU 0.504 [2021-06-11 20:55:19,956][root][INFO] - Lr: 5.131e-03 | Epoch: [41][330/372] | Time 0.468 | Data 0.051 | Loss 0.2007 | IoU 0.504 [2021-06-11 20:55:24,603][root][INFO] - Lr: 5.127e-03 | Epoch: [41][340/372] | Time 0.468 | Data 0.051 | Loss 0.2007 | IoU 0.504 [2021-06-11 20:55:29,233][root][INFO] - Lr: 5.124e-03 | Epoch: [41][350/372] | Time 0.468 | Data 0.051 | Loss 0.2007 | IoU 0.504 [2021-06-11 20:55:33,903][root][INFO] - Lr: 5.121e-03 | Epoch: [41][360/372] | Time 0.468 | Data 0.050 | Loss 0.2006 | IoU 0.504 [2021-06-11 20:55:38,487][root][INFO] - Lr: 5.118e-03 | Epoch: [41][370/372] | Time 0.467 | Data 0.050 | Loss 0.2006 | IoU 0.504 [2021-06-11 20:55:40,663][root][INFO] - Lr: 5.117e-03 | Epoch: [42][0/372] | Time 1.618 | Data 1.174 | Loss 0.2006 | IoU 0.504 [2021-06-11 20:55:45,591][root][INFO] - Lr: 5.114e-03 | Epoch: [42][10/372] | Time 0.594 | Data 0.165 | Loss 0.2005 | IoU 0.504 [2021-06-11 20:55:50,205][root][INFO] - Lr: 5.110e-03 | Epoch: [42][20/372] | Time 0.531 | Data 0.108 | Loss 0.2005 | IoU 0.504 [2021-06-11 20:55:54,846][root][INFO] - Lr: 5.107e-03 | Epoch: [42][30/372] | Time 0.509 | Data 0.087 | Loss 0.2004 | IoU 0.504 [2021-06-11 20:55:59,480][root][INFO] - Lr: 5.104e-03 | Epoch: [42][40/372] | Time 0.498 | Data 0.077 | Loss 0.2004 | IoU 0.504 [2021-06-11 20:56:04,121][root][INFO] - Lr: 5.101e-03 | Epoch: [42][50/372] | Time 0.492 | Data 0.071 | Loss 0.2004 | IoU 0.504 [2021-06-11 20:56:08,769][root][INFO] - Lr: 5.097e-03 | Epoch: [42][60/372] | Time 0.487 | Data 0.067 | Loss 0.2003 | IoU 0.504 [2021-06-11 20:56:13,394][root][INFO] - Lr: 5.094e-03 | Epoch: [42][70/372] | Time 0.484 | Data 0.064 | Loss 0.2003 | IoU 0.504 [2021-06-11 20:56:18,072][root][INFO] - Lr: 5.091e-03 | Epoch: [42][80/372] | Time 0.482 | Data 0.062 | Loss 0.2002 | IoU 0.504 [2021-06-11 20:56:22,695][root][INFO] - Lr: 5.088e-03 | Epoch: [42][90/372] | Time 0.480 | Data 0.060 | Loss 0.2002 | IoU 0.504 [2021-06-11 20:56:27,321][root][INFO] - Lr: 5.084e-03 | Epoch: [42][100/372] | Time 0.478 | Data 0.058 | Loss 0.2001 | IoU 0.504 [2021-06-11 20:56:31,953][root][INFO] - Lr: 5.081e-03 | Epoch: [42][110/372] | Time 0.477 | Data 0.057 | Loss 0.2001 | IoU 0.504 [2021-06-11 20:56:36,580][root][INFO] - Lr: 5.078e-03 | Epoch: [42][120/372] | Time 0.475 | Data 0.056 | Loss 0.2001 | IoU 0.504 [2021-06-11 20:56:41,209][root][INFO] - Lr: 5.075e-03 | Epoch: [42][130/372] | Time 0.475 | Data 0.055 | Loss 0.2000 | IoU 0.504 [2021-06-11 20:56:45,842][root][INFO] - Lr: 5.071e-03 | Epoch: [42][140/372] | Time 0.474 | Data 0.055 | Loss 0.2000 | IoU 0.504 [2021-06-11 20:56:50,484][root][INFO] - Lr: 5.068e-03 | Epoch: [42][150/372] | Time 0.473 | Data 0.054 | Loss 0.1999 | IoU 0.505 [2021-06-11 20:56:55,120][root][INFO] - Lr: 5.065e-03 | Epoch: [42][160/372] | Time 0.473 | Data 0.053 | Loss 0.1999 | IoU 0.505 [2021-06-11 20:56:59,768][root][INFO] - Lr: 5.062e-03 | Epoch: [42][170/372] | Time 0.472 | Data 0.053 | Loss 0.1999 | IoU 0.505 [2021-06-11 20:57:04,434][root][INFO] - Lr: 5.058e-03 | Epoch: [42][180/372] | Time 0.472 | Data 0.052 | Loss 0.1998 | IoU 0.505 [2021-06-11 20:57:09,071][root][INFO] - Lr: 5.055e-03 | Epoch: [42][190/372] | Time 0.471 | Data 0.052 | Loss 0.1998 | IoU 0.505 [2021-06-11 20:57:13,697][root][INFO] - Lr: 5.052e-03 | Epoch: [42][200/372] | Time 0.471 | Data 0.052 | Loss 0.1997 | IoU 0.505 [2021-06-11 20:57:18,359][root][INFO] - Lr: 5.048e-03 | Epoch: [42][210/372] | Time 0.471 | Data 0.051 | Loss 0.1997 | IoU 0.505 [2021-06-11 20:57:22,996][root][INFO] - Lr: 5.045e-03 | Epoch: [42][220/372] | Time 0.470 | Data 0.051 | Loss 0.1997 | IoU 0.505 [2021-06-11 20:57:27,645][root][INFO] - Lr: 5.042e-03 | Epoch: [42][230/372] | Time 0.470 | Data 0.051 | Loss 0.1996 | IoU 0.505 [2021-06-11 20:57:32,301][root][INFO] - Lr: 5.039e-03 | Epoch: [42][240/372] | Time 0.470 | Data 0.051 | Loss 0.1996 | IoU 0.505 [2021-06-11 20:57:36,957][root][INFO] - Lr: 5.035e-03 | Epoch: [42][250/372] | Time 0.470 | Data 0.051 | Loss 0.1995 | IoU 0.505 [2021-06-11 20:57:41,606][root][INFO] - Lr: 5.032e-03 | Epoch: [42][260/372] | Time 0.470 | Data 0.050 | Loss 0.1995 | IoU 0.505 [2021-06-11 20:57:46,260][root][INFO] - Lr: 5.029e-03 | Epoch: [42][270/372] | Time 0.469 | Data 0.050 | Loss 0.1995 | IoU 0.505 [2021-06-11 20:57:50,910][root][INFO] - Lr: 5.026e-03 | Epoch: [42][280/372] | Time 0.469 | Data 0.050 | Loss 0.1994 | IoU 0.505 [2021-06-11 20:57:55,569][root][INFO] - Lr: 5.022e-03 | Epoch: [42][290/372] | Time 0.469 | Data 0.050 | Loss 0.1994 | IoU 0.505 [2021-06-11 20:58:00,231][root][INFO] - Lr: 5.019e-03 | Epoch: [42][300/372] | Time 0.469 | Data 0.050 | Loss 0.1993 | IoU 0.505 [2021-06-11 20:58:04,870][root][INFO] - Lr: 5.016e-03 | Epoch: [42][310/372] | Time 0.469 | Data 0.050 | Loss 0.1993 | IoU 0.505 [2021-06-11 20:58:09,490][root][INFO] - Lr: 5.013e-03 | Epoch: [42][320/372] | Time 0.469 | Data 0.050 | Loss 0.1993 | IoU 0.505 [2021-06-11 20:58:14,120][root][INFO] - Lr: 5.009e-03 | Epoch: [42][330/372] | Time 0.468 | Data 0.050 | Loss 0.1992 | IoU 0.505 [2021-06-11 20:58:18,783][root][INFO] - Lr: 5.006e-03 | Epoch: [42][340/372] | Time 0.468 | Data 0.050 | Loss 0.1992 | IoU 0.506 [2021-06-11 20:58:23,405][root][INFO] - Lr: 5.003e-03 | Epoch: [42][350/372] | Time 0.468 | Data 0.049 | Loss 0.1991 | IoU 0.506 [2021-06-11 20:58:28,022][root][INFO] - Lr: 5.000e-03 | Epoch: [42][360/372] | Time 0.468 | Data 0.049 | Loss 0.1991 | IoU 0.506 [2021-06-11 20:58:32,615][root][INFO] - Lr: 4.996e-03 | Epoch: [42][370/372] | Time 0.468 | Data 0.049 | Loss 0.1991 | IoU 0.506 [2021-06-11 20:58:34,842][root][INFO] - Lr: 4.996e-03 | Epoch: [43][0/372] | Time 1.645 | Data 1.194 | Loss 0.1991 | IoU 0.506 [2021-06-11 20:58:39,635][root][INFO] - Lr: 4.992e-03 | Epoch: [43][10/372] | Time 0.586 | Data 0.161 | Loss 0.1990 | IoU 0.506 [2021-06-11 20:58:44,285][root][INFO] - Lr: 4.989e-03 | Epoch: [43][20/372] | Time 0.528 | Data 0.106 | Loss 0.1990 | IoU 0.506 [2021-06-11 20:58:48,964][root][INFO] - Lr: 4.986e-03 | Epoch: [43][30/372] | Time 0.509 | Data 0.087 | Loss 0.1989 | IoU 0.506 [2021-06-11 20:58:53,613][root][INFO] - Lr: 4.983e-03 | Epoch: [43][40/372] | Time 0.499 | Data 0.078 | Loss 0.1989 | IoU 0.506 [2021-06-11 20:58:58,238][root][INFO] - Lr: 4.979e-03 | Epoch: [43][50/372] | Time 0.492 | Data 0.071 | Loss 0.1989 | IoU 0.506 [2021-06-11 20:59:02,876][root][INFO] - Lr: 4.976e-03 | Epoch: [43][60/372] | Time 0.487 | Data 0.067 | Loss 0.1988 | IoU 0.506 [2021-06-11 20:59:07,503][root][INFO] - Lr: 4.973e-03 | Epoch: [43][70/372] | Time 0.484 | Data 0.064 | Loss 0.1988 | IoU 0.506 [2021-06-11 20:59:12,137][root][INFO] - Lr: 4.969e-03 | Epoch: [43][80/372] | Time 0.481 | Data 0.061 | Loss 0.1987 | IoU 0.506 [2021-06-11 20:59:16,792][root][INFO] - Lr: 4.966e-03 | Epoch: [43][90/372] | Time 0.479 | Data 0.060 | Loss 0.1987 | IoU 0.506 [2021-06-11 20:59:21,456][root][INFO] - Lr: 4.963e-03 | Epoch: [43][100/372] | Time 0.478 | Data 0.059 | Loss 0.1987 | IoU 0.506 [2021-06-11 20:59:26,099][root][INFO] - Lr: 4.960e-03 | Epoch: [43][110/372] | Time 0.477 | Data 0.057 | Loss 0.1986 | IoU 0.506 [2021-06-11 20:59:30,733][root][INFO] - Lr: 4.956e-03 | Epoch: [43][120/372] | Time 0.476 | Data 0.056 | Loss 0.1986 | IoU 0.506 [2021-06-11 20:59:35,379][root][INFO] - Lr: 4.953e-03 | Epoch: [43][130/372] | Time 0.475 | Data 0.056 | Loss 0.1985 | IoU 0.506 [2021-06-11 20:59:40,012][root][INFO] - Lr: 4.950e-03 | Epoch: [43][140/372] | Time 0.474 | Data 0.055 | Loss 0.1985 | IoU 0.506 [2021-06-11 20:59:44,672][root][INFO] - Lr: 4.947e-03 | Epoch: [43][150/372] | Time 0.473 | Data 0.054 | Loss 0.1985 | IoU 0.506 [2021-06-11 20:59:49,302][root][INFO] - Lr: 4.943e-03 | Epoch: [43][160/372] | Time 0.473 | Data 0.054 | Loss 0.1984 | IoU 0.507 [2021-06-11 20:59:53,944][root][INFO] - Lr: 4.940e-03 | Epoch: [43][170/372] | Time 0.472 | Data 0.053 | Loss 0.1984 | IoU 0.507 [2021-06-11 20:59:58,587][root][INFO] - Lr: 4.937e-03 | Epoch: [43][180/372] | Time 0.472 | Data 0.053 | Loss 0.1983 | IoU 0.507 [2021-06-11 21:00:03,201][root][INFO] - Lr: 4.933e-03 | Epoch: [43][190/372] | Time 0.471 | Data 0.053 | Loss 0.1983 | IoU 0.507 [2021-06-11 21:00:07,872][root][INFO] - Lr: 4.930e-03 | Epoch: [43][200/372] | Time 0.471 | Data 0.052 | Loss 0.1983 | IoU 0.507 [2021-06-11 21:00:12,492][root][INFO] - Lr: 4.927e-03 | Epoch: [43][210/372] | Time 0.471 | Data 0.052 | Loss 0.1982 | IoU 0.507 [2021-06-11 21:00:17,152][root][INFO] - Lr: 4.924e-03 | Epoch: [43][220/372] | Time 0.470 | Data 0.052 | Loss 0.1982 | IoU 0.507 [2021-06-11 21:00:21,775][root][INFO] - Lr: 4.920e-03 | Epoch: [43][230/372] | Time 0.470 | Data 0.051 | Loss 0.1981 | IoU 0.507 [2021-06-11 21:00:26,394][root][INFO] - Lr: 4.917e-03 | Epoch: [43][240/372] | Time 0.470 | Data 0.051 | Loss 0.1981 | IoU 0.507 [2021-06-11 21:00:31,011][root][INFO] - Lr: 4.914e-03 | Epoch: [43][250/372] | Time 0.469 | Data 0.051 | Loss 0.1981 | IoU 0.507 [2021-06-11 21:00:35,638][root][INFO] - Lr: 4.911e-03 | Epoch: [43][260/372] | Time 0.469 | Data 0.051 | Loss 0.1980 | IoU 0.507 [2021-06-11 21:00:40,302][root][INFO] - Lr: 4.907e-03 | Epoch: [43][270/372] | Time 0.469 | Data 0.050 | Loss 0.1980 | IoU 0.507 [2021-06-11 21:00:44,921][root][INFO] - Lr: 4.904e-03 | Epoch: [43][280/372] | Time 0.469 | Data 0.050 | Loss 0.1979 | IoU 0.507 [2021-06-11 21:00:49,565][root][INFO] - Lr: 4.901e-03 | Epoch: [43][290/372] | Time 0.469 | Data 0.050 | Loss 0.1979 | IoU 0.507 [2021-06-11 21:00:54,248][root][INFO] - Lr: 4.897e-03 | Epoch: [43][300/372] | Time 0.469 | Data 0.050 | Loss 0.1979 | IoU 0.507 [2021-06-11 21:00:58,894][root][INFO] - Lr: 4.894e-03 | Epoch: [43][310/372] | Time 0.469 | Data 0.050 | Loss 0.1978 | IoU 0.507 [2021-06-11 21:01:03,529][root][INFO] - Lr: 4.891e-03 | Epoch: [43][320/372] | Time 0.468 | Data 0.050 | Loss 0.1978 | IoU 0.507 [2021-06-11 21:01:08,157][root][INFO] - Lr: 4.888e-03 | Epoch: [43][330/372] | Time 0.468 | Data 0.050 | Loss 0.1977 | IoU 0.507 [2021-06-11 21:01:12,848][root][INFO] - Lr: 4.884e-03 | Epoch: [43][340/372] | Time 0.468 | Data 0.049 | Loss 0.1977 | IoU 0.507 [2021-06-11 21:01:17,510][root][INFO] - Lr: 4.881e-03 | Epoch: [43][350/372] | Time 0.468 | Data 0.049 | Loss 0.1977 | IoU 0.508 [2021-06-11 21:01:22,137][root][INFO] - Lr: 4.878e-03 | Epoch: [43][360/372] | Time 0.468 | Data 0.049 | Loss 0.1976 | IoU 0.508 [2021-06-11 21:01:26,730][root][INFO] - Lr: 4.875e-03 | Epoch: [43][370/372] | Time 0.468 | Data 0.049 | Loss 0.1976 | IoU 0.508 [2021-06-11 21:01:28,902][root][INFO] - Lr: 4.874e-03 | Epoch: [44][0/372] | Time 1.593 | Data 1.165 | Loss 0.1976 | IoU 0.508 [2021-06-11 21:01:33,778][root][INFO] - Lr: 4.871e-03 | Epoch: [44][10/372] | Time 0.593 | Data 0.167 | Loss 0.1976 | IoU 0.508 [2021-06-11 21:01:38,418][root][INFO] - Lr: 4.867e-03 | Epoch: [44][20/372] | Time 0.531 | Data 0.109 | Loss 0.1975 | IoU 0.508 [2021-06-11 21:01:43,061][root][INFO] - Lr: 4.864e-03 | Epoch: [44][30/372] | Time 0.509 | Data 0.089 | Loss 0.1975 | IoU 0.508 [2021-06-11 21:01:47,696][root][INFO] - Lr: 4.861e-03 | Epoch: [44][40/372] | Time 0.499 | Data 0.079 | Loss 0.1974 | IoU 0.508 [2021-06-11 21:01:52,314][root][INFO] - Lr: 4.858e-03 | Epoch: [44][50/372] | Time 0.491 | Data 0.072 | Loss 0.1974 | IoU 0.508 [2021-06-11 21:01:56,923][root][INFO] - Lr: 4.854e-03 | Epoch: [44][60/372] | Time 0.486 | Data 0.067 | Loss 0.1974 | IoU 0.508 [2021-06-11 21:02:01,554][root][INFO] - Lr: 4.851e-03 | Epoch: [44][70/372] | Time 0.483 | Data 0.064 | Loss 0.1973 | IoU 0.508 [2021-06-11 21:02:06,195][root][INFO] - Lr: 4.848e-03 | Epoch: [44][80/372] | Time 0.481 | Data 0.062 | Loss 0.1973 | IoU 0.508 [2021-06-11 21:02:10,826][root][INFO] - Lr: 4.844e-03 | Epoch: [44][90/372] | Time 0.479 | Data 0.060 | Loss 0.1972 | IoU 0.508 [2021-06-11 21:02:15,460][root][INFO] - Lr: 4.841e-03 | Epoch: [44][100/372] | Time 0.477 | Data 0.058 | Loss 0.1972 | IoU 0.508 [2021-06-11 21:02:20,096][root][INFO] - Lr: 4.838e-03 | Epoch: [44][110/372] | Time 0.476 | Data 0.057 | Loss 0.1972 | IoU 0.508 [2021-06-11 21:02:24,761][root][INFO] - Lr: 4.835e-03 | Epoch: [44][120/372] | Time 0.475 | Data 0.057 | Loss 0.1971 | IoU 0.508 [2021-06-11 21:02:29,397][root][INFO] - Lr: 4.831e-03 | Epoch: [44][130/372] | Time 0.474 | Data 0.056 | Loss 0.1971 | IoU 0.508 [2021-06-11 21:02:34,043][root][INFO] - Lr: 4.828e-03 | Epoch: [44][140/372] | Time 0.474 | Data 0.055 | Loss 0.1971 | IoU 0.508 [2021-06-11 21:02:38,682][root][INFO] - Lr: 4.825e-03 | Epoch: [44][150/372] | Time 0.473 | Data 0.054 | Loss 0.1970 | IoU 0.508 [2021-06-11 21:02:43,313][root][INFO] - Lr: 4.821e-03 | Epoch: [44][160/372] | Time 0.472 | Data 0.054 | Loss 0.1970 | IoU 0.508 [2021-06-11 21:02:47,969][root][INFO] - Lr: 4.818e-03 | Epoch: [44][170/372] | Time 0.472 | Data 0.053 | Loss 0.1969 | IoU 0.508 [2021-06-11 21:02:52,622][root][INFO] - Lr: 4.815e-03 | Epoch: [44][180/372] | Time 0.472 | Data 0.053 | Loss 0.1969 | IoU 0.509 [2021-06-11 21:02:57,277][root][INFO] - Lr: 4.812e-03 | Epoch: [44][190/372] | Time 0.471 | Data 0.052 | Loss 0.1968 | IoU 0.509 [2021-06-11 21:03:01,946][root][INFO] - Lr: 4.808e-03 | Epoch: [44][200/372] | Time 0.471 | Data 0.052 | Loss 0.1968 | IoU 0.509 [2021-06-11 21:03:06,580][root][INFO] - Lr: 4.805e-03 | Epoch: [44][210/372] | Time 0.471 | Data 0.052 | Loss 0.1968 | IoU 0.509 [2021-06-11 21:03:11,218][root][INFO] - Lr: 4.802e-03 | Epoch: [44][220/372] | Time 0.470 | Data 0.052 | Loss 0.1967 | IoU 0.509 [2021-06-11 21:03:15,889][root][INFO] - Lr: 4.799e-03 | Epoch: [44][230/372] | Time 0.470 | Data 0.051 | Loss 0.1967 | IoU 0.509 [2021-06-11 21:03:20,506][root][INFO] - Lr: 4.795e-03 | Epoch: [44][240/372] | Time 0.470 | Data 0.051 | Loss 0.1967 | IoU 0.509 [2021-06-11 21:03:25,170][root][INFO] - Lr: 4.792e-03 | Epoch: [44][250/372] | Time 0.470 | Data 0.051 | Loss 0.1966 | IoU 0.509 [2021-06-11 21:03:29,821][root][INFO] - Lr: 4.789e-03 | Epoch: [44][260/372] | Time 0.470 | Data 0.051 | Loss 0.1966 | IoU 0.509 [2021-06-11 21:03:34,479][root][INFO] - Lr: 4.785e-03 | Epoch: [44][270/372] | Time 0.469 | Data 0.051 | Loss 0.1965 | IoU 0.509 [2021-06-11 21:03:39,133][root][INFO] - Lr: 4.782e-03 | Epoch: [44][280/372] | Time 0.469 | Data 0.051 | Loss 0.1965 | IoU 0.509 [2021-06-11 21:03:43,740][root][INFO] - Lr: 4.779e-03 | Epoch: [44][290/372] | Time 0.469 | Data 0.050 | Loss 0.1965 | IoU 0.509 [2021-06-11 21:03:48,397][root][INFO] - Lr: 4.776e-03 | Epoch: [44][300/372] | Time 0.469 | Data 0.050 | Loss 0.1964 | IoU 0.509 [2021-06-11 21:03:53,029][root][INFO] - Lr: 4.772e-03 | Epoch: [44][310/372] | Time 0.469 | Data 0.050 | Loss 0.1964 | IoU 0.509 [2021-06-11 21:03:57,647][root][INFO] - Lr: 4.769e-03 | Epoch: [44][320/372] | Time 0.468 | Data 0.050 | Loss 0.1964 | IoU 0.509 [2021-06-11 21:04:02,293][root][INFO] - Lr: 4.766e-03 | Epoch: [44][330/372] | Time 0.468 | Data 0.050 | Loss 0.1963 | IoU 0.509 [2021-06-11 21:04:06,942][root][INFO] - Lr: 4.762e-03 | Epoch: [44][340/372] | Time 0.468 | Data 0.050 | Loss 0.1963 | IoU 0.509 [2021-06-11 21:04:11,606][root][INFO] - Lr: 4.759e-03 | Epoch: [44][350/372] | Time 0.468 | Data 0.050 | Loss 0.1962 | IoU 0.509 [2021-06-11 21:04:16,239][root][INFO] - Lr: 4.756e-03 | Epoch: [44][360/372] | Time 0.468 | Data 0.049 | Loss 0.1962 | IoU 0.509 [2021-06-11 21:04:20,845][root][INFO] - Lr: 4.753e-03 | Epoch: [44][370/372] | Time 0.468 | Data 0.049 | Loss 0.1962 | IoU 0.510 [2021-06-11 21:04:23,145][root][INFO] - Lr: 4.752e-03 | Epoch: [45][0/372] | Time 1.704 | Data 1.218 | Loss 0.1962 | IoU 0.510 [2021-06-11 21:04:27,939][root][INFO] - Lr: 4.749e-03 | Epoch: [45][10/372] | Time 0.594 | Data 0.164 | Loss 0.1961 | IoU 0.510 [2021-06-11 21:04:32,565][root][INFO] - Lr: 4.745e-03 | Epoch: [45][20/372] | Time 0.531 | Data 0.106 | Loss 0.1961 | IoU 0.510 [2021-06-11 21:04:37,181][root][INFO] - Lr: 4.742e-03 | Epoch: [45][30/372] | Time 0.509 | Data 0.087 | Loss 0.1961 | IoU 0.510 [2021-06-11 21:04:41,823][root][INFO] - Lr: 4.739e-03 | Epoch: [45][40/372] | Time 0.498 | Data 0.077 | Loss 0.1960 | IoU 0.510 [2021-06-11 21:04:46,557][root][INFO] - Lr: 4.735e-03 | Epoch: [45][50/372] | Time 0.493 | Data 0.070 | Loss 0.1960 | IoU 0.510 [2021-06-11 21:04:51,210][root][INFO] - Lr: 4.732e-03 | Epoch: [45][60/372] | Time 0.489 | Data 0.067 | Loss 0.1959 | IoU 0.510 [2021-06-11 21:04:55,890][root][INFO] - Lr: 4.729e-03 | Epoch: [45][70/372] | Time 0.486 | Data 0.064 | Loss 0.1959 | IoU 0.510 [2021-06-11 21:05:00,554][root][INFO] - Lr: 4.726e-03 | Epoch: [45][80/372] | Time 0.483 | Data 0.062 | Loss 0.1959 | IoU 0.510 [2021-06-11 21:05:05,185][root][INFO] - Lr: 4.722e-03 | Epoch: [45][90/372] | Time 0.481 | Data 0.060 | Loss 0.1958 | IoU 0.510 [2021-06-11 21:05:09,814][root][INFO] - Lr: 4.719e-03 | Epoch: [45][100/372] | Time 0.479 | Data 0.059 | Loss 0.1958 | IoU 0.510 [2021-06-11 21:05:14,446][root][INFO] - Lr: 4.716e-03 | Epoch: [45][110/372] | Time 0.478 | Data 0.058 | Loss 0.1957 | IoU 0.510 [2021-06-11 21:05:19,093][root][INFO] - Lr: 4.712e-03 | Epoch: [45][120/372] | Time 0.477 | Data 0.057 | Loss 0.1957 | IoU 0.510 [2021-06-11 21:05:23,731][root][INFO] - Lr: 4.709e-03 | Epoch: [45][130/372] | Time 0.476 | Data 0.056 | Loss 0.1957 | IoU 0.510 [2021-06-11 21:05:28,357][root][INFO] - Lr: 4.706e-03 | Epoch: [45][140/372] | Time 0.475 | Data 0.055 | Loss 0.1956 | IoU 0.510 [2021-06-11 21:05:33,036][root][INFO] - Lr: 4.703e-03 | Epoch: [45][150/372] | Time 0.474 | Data 0.055 | Loss 0.1956 | IoU 0.510 [2021-06-11 21:05:37,674][root][INFO] - Lr: 4.699e-03 | Epoch: [45][160/372] | Time 0.474 | Data 0.054 | Loss 0.1956 | IoU 0.510 [2021-06-11 21:05:42,316][root][INFO] - Lr: 4.696e-03 | Epoch: [45][170/372] | Time 0.473 | Data 0.054 | Loss 0.1955 | IoU 0.510 [2021-06-11 21:05:46,999][root][INFO] - Lr: 4.693e-03 | Epoch: [45][180/372] | Time 0.473 | Data 0.053 | Loss 0.1955 | IoU 0.510 [2021-06-11 21:05:51,661][root][INFO] - Lr: 4.689e-03 | Epoch: [45][190/372] | Time 0.473 | Data 0.053 | Loss 0.1954 | IoU 0.510 [2021-06-11 21:05:56,308][root][INFO] - Lr: 4.686e-03 | Epoch: [45][200/372] | Time 0.472 | Data 0.053 | Loss 0.1954 | IoU 0.510 [2021-06-11 21:06:00,985][root][INFO] - Lr: 4.683e-03 | Epoch: [45][210/372] | Time 0.472 | Data 0.052 | Loss 0.1954 | IoU 0.511 [2021-06-11 21:06:05,658][root][INFO] - Lr: 4.680e-03 | Epoch: [45][220/372] | Time 0.472 | Data 0.052 | Loss 0.1953 | IoU 0.511 [2021-06-11 21:06:10,295][root][INFO] - Lr: 4.676e-03 | Epoch: [45][230/372] | Time 0.471 | Data 0.052 | Loss 0.1953 | IoU 0.511 [2021-06-11 21:06:14,951][root][INFO] - Lr: 4.673e-03 | Epoch: [45][240/372] | Time 0.471 | Data 0.052 | Loss 0.1953 | IoU 0.511 [2021-06-11 21:06:19,592][root][INFO] - Lr: 4.670e-03 | Epoch: [45][250/372] | Time 0.471 | Data 0.051 | Loss 0.1952 | IoU 0.511 [2021-06-11 21:06:24,224][root][INFO] - Lr: 4.666e-03 | Epoch: [45][260/372] | Time 0.471 | Data 0.051 | Loss 0.1952 | IoU 0.511 [2021-06-11 21:06:28,882][root][INFO] - Lr: 4.663e-03 | Epoch: [45][270/372] | Time 0.470 | Data 0.051 | Loss 0.1951 | IoU 0.511 [2021-06-11 21:06:33,535][root][INFO] - Lr: 4.660e-03 | Epoch: [45][280/372] | Time 0.470 | Data 0.051 | Loss 0.1951 | IoU 0.511 [2021-06-11 21:06:38,185][root][INFO] - Lr: 4.657e-03 | Epoch: [45][290/372] | Time 0.470 | Data 0.051 | Loss 0.1951 | IoU 0.511 [2021-06-11 21:06:42,819][root][INFO] - Lr: 4.653e-03 | Epoch: [45][300/372] | Time 0.470 | Data 0.050 | Loss 0.1950 | IoU 0.511 [2021-06-11 21:06:47,458][root][INFO] - Lr: 4.650e-03 | Epoch: [45][310/372] | Time 0.470 | Data 0.050 | Loss 0.1950 | IoU 0.511 [2021-06-11 21:06:52,108][root][INFO] - Lr: 4.647e-03 | Epoch: [45][320/372] | Time 0.469 | Data 0.050 | Loss 0.1950 | IoU 0.511 [2021-06-11 21:06:56,769][root][INFO] - Lr: 4.643e-03 | Epoch: [45][330/372] | Time 0.469 | Data 0.050 | Loss 0.1949 | IoU 0.511 [2021-06-11 21:07:01,378][root][INFO] - Lr: 4.640e-03 | Epoch: [45][340/372] | Time 0.469 | Data 0.050 | Loss 0.1949 | IoU 0.511 [2021-06-11 21:07:06,008][root][INFO] - Lr: 4.637e-03 | Epoch: [45][350/372] | Time 0.469 | Data 0.050 | Loss 0.1948 | IoU 0.511 [2021-06-11 21:07:10,652][root][INFO] - Lr: 4.633e-03 | Epoch: [45][360/372] | Time 0.469 | Data 0.050 | Loss 0.1948 | IoU 0.511 [2021-06-11 21:07:15,230][root][INFO] - Lr: 4.630e-03 | Epoch: [45][370/372] | Time 0.469 | Data 0.049 | Loss 0.1948 | IoU 0.511 [2021-06-11 21:07:16,009][root][INFO] - 0/500 [2021-06-11 21:07:16,144][root][INFO] - 1/500 [2021-06-11 21:07:16,252][root][INFO] - 2/500 [2021-06-11 21:07:16,352][root][INFO] - 3/500 [2021-06-11 21:07:16,460][root][INFO] - 4/500 [2021-06-11 21:07:16,568][root][INFO] - 5/500 [2021-06-11 21:07:16,659][root][INFO] - 6/500 [2021-06-11 21:07:16,765][root][INFO] - 7/500 [2021-06-11 21:07:16,838][root][INFO] - 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495/500 [2021-06-11 21:08:03,471][root][INFO] - 496/500 [2021-06-11 21:08:03,542][root][INFO] - 497/500 [2021-06-11 21:08:03,613][root][INFO] - 498/500 [2021-06-11 21:08:03,684][root][INFO] - 499/500 [2021-06-11 21:08:03,820][root][INFO] - Validation set: Time avg per batch 0.096 Loss avg 0.2848 IoU avg 0.558 [2021-06-11 21:08:03,822][root][INFO] - ---> save checkpoint [2021-06-11 21:08:08,584][root][INFO] - Lr: 4.630e-03 | Epoch: [46][0/372] | Time 1.655 | Data 1.171 | Loss 0.1948 | IoU 0.511 [2021-06-11 21:08:13,375][root][INFO] - Lr: 4.626e-03 | Epoch: [46][10/372] | Time 0.590 | Data 0.166 | Loss 0.1947 | IoU 0.511 [2021-06-11 21:08:17,941][root][INFO] - Lr: 4.623e-03 | Epoch: [46][20/372] | Time 0.527 | Data 0.108 | Loss 0.1947 | IoU 0.511 [2021-06-11 21:08:22,530][root][INFO] - Lr: 4.620e-03 | Epoch: [46][30/372] | Time 0.505 | Data 0.087 | Loss 0.1947 | IoU 0.511 [2021-06-11 21:08:27,133][root][INFO] - Lr: 4.616e-03 | Epoch: [46][40/372] | Time 0.494 | Data 0.077 | Loss 0.1946 | IoU 0.512 [2021-06-11 21:08:31,730][root][INFO] - Lr: 4.613e-03 | Epoch: [46][50/372] | Time 0.487 | Data 0.071 | Loss 0.1946 | IoU 0.512 [2021-06-11 21:08:36,386][root][INFO] - Lr: 4.610e-03 | Epoch: [46][60/372] | Time 0.484 | Data 0.067 | Loss 0.1945 | IoU 0.512 [2021-06-11 21:08:41,017][root][INFO] - Lr: 4.606e-03 | Epoch: [46][70/372] | Time 0.481 | Data 0.065 | Loss 0.1945 | IoU 0.512 [2021-06-11 21:08:45,636][root][INFO] - Lr: 4.603e-03 | Epoch: [46][80/372] | Time 0.478 | Data 0.062 | Loss 0.1945 | IoU 0.512 [2021-06-11 21:08:50,256][root][INFO] - Lr: 4.600e-03 | Epoch: [46][90/372] | Time 0.477 | Data 0.060 | Loss 0.1944 | IoU 0.512 [2021-06-11 21:08:54,870][root][INFO] - Lr: 4.597e-03 | Epoch: [46][100/372] | Time 0.475 | Data 0.059 | Loss 0.1944 | IoU 0.512 [2021-06-11 21:08:59,482][root][INFO] - Lr: 4.593e-03 | Epoch: [46][110/372] | Time 0.474 | Data 0.058 | Loss 0.1944 | IoU 0.512 [2021-06-11 21:09:04,117][root][INFO] - Lr: 4.590e-03 | Epoch: [46][120/372] | Time 0.473 | Data 0.057 | Loss 0.1943 | IoU 0.512 [2021-06-11 21:09:08,753][root][INFO] - Lr: 4.587e-03 | Epoch: [46][130/372] | Time 0.472 | Data 0.056 | Loss 0.1943 | IoU 0.512 [2021-06-11 21:09:13,357][root][INFO] - Lr: 4.583e-03 | Epoch: [46][140/372] | Time 0.471 | Data 0.055 | Loss 0.1943 | IoU 0.512 [2021-06-11 21:09:17,992][root][INFO] - Lr: 4.580e-03 | Epoch: [46][150/372] | Time 0.471 | Data 0.055 | Loss 0.1942 | IoU 0.512 [2021-06-11 21:09:22,621][root][INFO] - Lr: 4.577e-03 | Epoch: [46][160/372] | Time 0.470 | Data 0.054 | Loss 0.1942 | IoU 0.512 [2021-06-11 21:09:27,220][root][INFO] - Lr: 4.573e-03 | Epoch: [46][170/372] | Time 0.470 | Data 0.054 | Loss 0.1941 | IoU 0.512 [2021-06-11 21:09:31,822][root][INFO] - Lr: 4.570e-03 | Epoch: [46][180/372] | Time 0.469 | Data 0.053 | Loss 0.1941 | IoU 0.512 [2021-06-11 21:09:36,489][root][INFO] - Lr: 4.567e-03 | Epoch: [46][190/372] | Time 0.469 | Data 0.053 | Loss 0.1941 | IoU 0.512 [2021-06-11 21:09:41,118][root][INFO] - Lr: 4.564e-03 | Epoch: [46][200/372] | Time 0.469 | Data 0.052 | Loss 0.1940 | IoU 0.512 [2021-06-11 21:09:45,771][root][INFO] - Lr: 4.560e-03 | Epoch: [46][210/372] | Time 0.469 | Data 0.052 | Loss 0.1940 | IoU 0.512 [2021-06-11 21:09:50,428][root][INFO] - Lr: 4.557e-03 | Epoch: [46][220/372] | Time 0.469 | Data 0.052 | Loss 0.1940 | IoU 0.512 [2021-06-11 21:09:55,081][root][INFO] - Lr: 4.554e-03 | Epoch: [46][230/372] | Time 0.468 | Data 0.052 | Loss 0.1939 | IoU 0.513 [2021-06-11 21:09:59,718][root][INFO] - Lr: 4.550e-03 | Epoch: [46][240/372] | Time 0.468 | Data 0.052 | Loss 0.1939 | IoU 0.513 [2021-06-11 21:10:04,347][root][INFO] - Lr: 4.547e-03 | Epoch: [46][250/372] | Time 0.468 | Data 0.051 | Loss 0.1939 | IoU 0.513 [2021-06-11 21:10:08,968][root][INFO] - Lr: 4.544e-03 | Epoch: [46][260/372] | Time 0.468 | Data 0.051 | Loss 0.1938 | IoU 0.513 [2021-06-11 21:10:13,657][root][INFO] - Lr: 4.540e-03 | Epoch: [46][270/372] | Time 0.468 | Data 0.051 | Loss 0.1938 | IoU 0.513 [2021-06-11 21:10:18,292][root][INFO] - Lr: 4.537e-03 | Epoch: [46][280/372] | Time 0.468 | Data 0.051 | Loss 0.1937 | IoU 0.513 [2021-06-11 21:10:22,895][root][INFO] - Lr: 4.534e-03 | Epoch: [46][290/372] | Time 0.467 | Data 0.051 | Loss 0.1937 | IoU 0.513 [2021-06-11 21:10:27,532][root][INFO] - Lr: 4.531e-03 | Epoch: [46][300/372] | Time 0.467 | Data 0.050 | Loss 0.1937 | IoU 0.513 [2021-06-11 21:10:32,204][root][INFO] - Lr: 4.527e-03 | Epoch: [46][310/372] | Time 0.467 | Data 0.050 | Loss 0.1936 | IoU 0.513 [2021-06-11 21:10:36,848][root][INFO] - Lr: 4.524e-03 | Epoch: [46][320/372] | Time 0.467 | Data 0.050 | Loss 0.1936 | IoU 0.513 [2021-06-11 21:10:41,464][root][INFO] - Lr: 4.521e-03 | Epoch: [46][330/372] | Time 0.467 | Data 0.050 | Loss 0.1936 | IoU 0.513 [2021-06-11 21:10:46,114][root][INFO] - Lr: 4.517e-03 | Epoch: [46][340/372] | Time 0.467 | Data 0.050 | Loss 0.1935 | IoU 0.513 [2021-06-11 21:10:50,762][root][INFO] - Lr: 4.514e-03 | Epoch: [46][350/372] | Time 0.467 | Data 0.050 | Loss 0.1935 | IoU 0.513 [2021-06-11 21:10:55,391][root][INFO] - Lr: 4.511e-03 | Epoch: [46][360/372] | Time 0.467 | Data 0.050 | Loss 0.1935 | IoU 0.513 [2021-06-11 21:10:59,979][root][INFO] - Lr: 4.507e-03 | Epoch: [46][370/372] | Time 0.467 | Data 0.049 | Loss 0.1934 | IoU 0.513 [2021-06-11 21:11:02,183][root][INFO] - Lr: 4.507e-03 | Epoch: [47][0/372] | Time 1.627 | Data 1.166 | Loss 0.1934 | IoU 0.513 [2021-06-11 21:11:06,987][root][INFO] - Lr: 4.503e-03 | Epoch: [47][10/372] | Time 0.588 | Data 0.152 | Loss 0.1934 | IoU 0.513 [2021-06-11 21:11:11,618][root][INFO] - Lr: 4.500e-03 | Epoch: [47][20/372] | Time 0.528 | Data 0.101 | Loss 0.1933 | IoU 0.513 [2021-06-11 21:11:16,235][root][INFO] - Lr: 4.497e-03 | Epoch: [47][30/372] | Time 0.507 | Data 0.083 | Loss 0.1933 | IoU 0.513 [2021-06-11 21:11:20,886][root][INFO] - Lr: 4.494e-03 | Epoch: [47][40/372] | Time 0.497 | Data 0.074 | Loss 0.1933 | IoU 0.513 [2021-06-11 21:11:25,527][root][INFO] - Lr: 4.490e-03 | Epoch: [47][50/372] | Time 0.490 | Data 0.069 | Loss 0.1932 | IoU 0.513 [2021-06-11 21:11:30,193][root][INFO] - Lr: 4.487e-03 | Epoch: [47][60/372] | Time 0.486 | Data 0.065 | Loss 0.1932 | IoU 0.513 [2021-06-11 21:11:34,846][root][INFO] - Lr: 4.484e-03 | Epoch: [47][70/372] | Time 0.483 | Data 0.062 | Loss 0.1931 | IoU 0.513 [2021-06-11 21:11:39,493][root][INFO] - Lr: 4.480e-03 | Epoch: [47][80/372] | Time 0.481 | Data 0.060 | Loss 0.1931 | IoU 0.514 [2021-06-11 21:11:44,145][root][INFO] - Lr: 4.477e-03 | Epoch: [47][90/372] | Time 0.479 | Data 0.059 | Loss 0.1931 | IoU 0.514 [2021-06-11 21:11:48,766][root][INFO] - Lr: 4.474e-03 | Epoch: [47][100/372] | Time 0.478 | Data 0.057 | Loss 0.1930 | IoU 0.514 [2021-06-11 21:11:53,427][root][INFO] - Lr: 4.470e-03 | Epoch: [47][110/372] | Time 0.477 | Data 0.057 | Loss 0.1930 | IoU 0.514 [2021-06-11 21:11:58,092][root][INFO] - Lr: 4.467e-03 | Epoch: [47][120/372] | Time 0.476 | Data 0.056 | Loss 0.1930 | IoU 0.514 [2021-06-11 21:12:02,728][root][INFO] - Lr: 4.464e-03 | Epoch: [47][130/372] | Time 0.475 | Data 0.055 | Loss 0.1929 | IoU 0.514 [2021-06-11 21:12:07,382][root][INFO] - Lr: 4.461e-03 | Epoch: [47][140/372] | Time 0.474 | Data 0.054 | Loss 0.1929 | IoU 0.514 [2021-06-11 21:12:12,026][root][INFO] - Lr: 4.457e-03 | Epoch: [47][150/372] | Time 0.473 | Data 0.054 | Loss 0.1929 | IoU 0.514 [2021-06-11 21:12:16,679][root][INFO] - Lr: 4.454e-03 | Epoch: [47][160/372] | Time 0.473 | Data 0.053 | Loss 0.1928 | IoU 0.514 [2021-06-11 21:12:21,358][root][INFO] - Lr: 4.451e-03 | Epoch: [47][170/372] | Time 0.473 | Data 0.053 | Loss 0.1928 | IoU 0.514 [2021-06-11 21:12:25,974][root][INFO] - Lr: 4.447e-03 | Epoch: [47][180/372] | Time 0.472 | Data 0.053 | Loss 0.1927 | IoU 0.514 [2021-06-11 21:12:30,599][root][INFO] - Lr: 4.444e-03 | Epoch: [47][190/372] | Time 0.472 | Data 0.052 | Loss 0.1927 | IoU 0.514 [2021-06-11 21:12:35,246][root][INFO] - Lr: 4.441e-03 | Epoch: [47][200/372] | Time 0.471 | Data 0.052 | Loss 0.1927 | IoU 0.514 [2021-06-11 21:12:39,893][root][INFO] - Lr: 4.437e-03 | Epoch: [47][210/372] | Time 0.471 | Data 0.052 | Loss 0.1926 | IoU 0.514 [2021-06-11 21:12:44,516][root][INFO] - Lr: 4.434e-03 | Epoch: [47][220/372] | Time 0.471 | Data 0.051 | Loss 0.1926 | IoU 0.514 [2021-06-11 21:12:49,158][root][INFO] - Lr: 4.431e-03 | Epoch: [47][230/372] | Time 0.470 | Data 0.051 | Loss 0.1926 | IoU 0.514 [2021-06-11 21:12:53,817][root][INFO] - Lr: 4.427e-03 | Epoch: [47][240/372] | Time 0.470 | Data 0.051 | Loss 0.1925 | IoU 0.514 [2021-06-11 21:12:58,462][root][INFO] - Lr: 4.424e-03 | Epoch: [47][250/372] | Time 0.470 | Data 0.051 | Loss 0.1925 | IoU 0.514 [2021-06-11 21:13:03,126][root][INFO] - Lr: 4.421e-03 | Epoch: [47][260/372] | Time 0.470 | Data 0.051 | Loss 0.1925 | IoU 0.514 [2021-06-11 21:13:07,792][root][INFO] - Lr: 4.417e-03 | Epoch: [47][270/372] | Time 0.470 | Data 0.050 | Loss 0.1924 | IoU 0.514 [2021-06-11 21:13:12,430][root][INFO] - Lr: 4.414e-03 | Epoch: [47][280/372] | Time 0.469 | Data 0.050 | Loss 0.1924 | IoU 0.515 [2021-06-11 21:13:17,092][root][INFO] - Lr: 4.411e-03 | Epoch: [47][290/372] | Time 0.469 | Data 0.050 | Loss 0.1924 | IoU 0.515 [2021-06-11 21:13:21,760][root][INFO] - Lr: 4.408e-03 | Epoch: [47][300/372] | Time 0.469 | Data 0.050 | Loss 0.1923 | IoU 0.515 [2021-06-11 21:13:26,426][root][INFO] - Lr: 4.404e-03 | Epoch: [47][310/372] | Time 0.469 | Data 0.050 | Loss 0.1923 | IoU 0.515 [2021-06-11 21:13:31,069][root][INFO] - Lr: 4.401e-03 | Epoch: [47][320/372] | Time 0.469 | Data 0.050 | Loss 0.1922 | IoU 0.515 [2021-06-11 21:13:35,717][root][INFO] - Lr: 4.398e-03 | Epoch: [47][330/372] | Time 0.469 | Data 0.050 | Loss 0.1922 | IoU 0.515 [2021-06-11 21:13:40,358][root][INFO] - Lr: 4.394e-03 | Epoch: [47][340/372] | Time 0.469 | Data 0.050 | Loss 0.1922 | IoU 0.515 [2021-06-11 21:13:45,051][root][INFO] - Lr: 4.391e-03 | Epoch: [47][350/372] | Time 0.469 | Data 0.050 | Loss 0.1922 | IoU 0.515 [2021-06-11 21:13:49,714][root][INFO] - Lr: 4.388e-03 | Epoch: [47][360/372] | Time 0.469 | Data 0.050 | Loss 0.1921 | IoU 0.515 [2021-06-11 21:13:54,289][root][INFO] - Lr: 4.384e-03 | Epoch: [47][370/372] | Time 0.468 | Data 0.049 | Loss 0.1921 | IoU 0.515 [2021-06-11 21:13:56,431][root][INFO] - Lr: 4.384e-03 | Epoch: [48][0/372] | Time 1.607 | Data 1.141 | Loss 0.1921 | IoU 0.515 [2021-06-11 21:14:01,373][root][INFO] - Lr: 4.380e-03 | Epoch: [48][10/372] | Time 0.596 | Data 0.160 | Loss 0.1920 | IoU 0.515 [2021-06-11 21:14:05,996][root][INFO] - Lr: 4.377e-03 | Epoch: [48][20/372] | Time 0.532 | Data 0.105 | Loss 0.1920 | IoU 0.515 [2021-06-11 21:14:10,659][root][INFO] - Lr: 4.374e-03 | Epoch: [48][30/372] | Time 0.511 | Data 0.087 | Loss 0.1920 | IoU 0.515 [2021-06-11 21:14:15,292][root][INFO] - Lr: 4.370e-03 | Epoch: [48][40/372] | Time 0.500 | Data 0.077 | Loss 0.1919 | IoU 0.515 [2021-06-11 21:14:19,950][root][INFO] - Lr: 4.367e-03 | Epoch: [48][50/372] | Time 0.493 | Data 0.071 | Loss 0.1919 | IoU 0.515 [2021-06-11 21:14:24,603][root][INFO] - Lr: 4.364e-03 | Epoch: [48][60/372] | Time 0.488 | Data 0.067 | Loss 0.1919 | IoU 0.515 [2021-06-11 21:14:29,232][root][INFO] - Lr: 4.360e-03 | Epoch: [48][70/372] | Time 0.485 | Data 0.064 | Loss 0.1918 | IoU 0.515 [2021-06-11 21:14:33,892][root][INFO] - Lr: 4.357e-03 | Epoch: [48][80/372] | Time 0.482 | Data 0.062 | Loss 0.1918 | IoU 0.515 [2021-06-11 21:14:38,554][root][INFO] - Lr: 4.354e-03 | Epoch: [48][90/372] | Time 0.481 | Data 0.060 | Loss 0.1918 | IoU 0.515 [2021-06-11 21:14:43,178][root][INFO] - Lr: 4.351e-03 | Epoch: [48][100/372] | Time 0.479 | Data 0.059 | Loss 0.1917 | IoU 0.515 [2021-06-11 21:14:47,866][root][INFO] - Lr: 4.347e-03 | Epoch: [48][110/372] | Time 0.478 | Data 0.058 | Loss 0.1917 | IoU 0.515 [2021-06-11 21:14:52,525][root][INFO] - Lr: 4.344e-03 | Epoch: [48][120/372] | Time 0.477 | Data 0.057 | Loss 0.1917 | IoU 0.515 [2021-06-11 21:14:57,163][root][INFO] - Lr: 4.341e-03 | Epoch: [48][130/372] | Time 0.476 | Data 0.056 | Loss 0.1916 | IoU 0.516 [2021-06-11 21:15:01,805][root][INFO] - Lr: 4.337e-03 | Epoch: [48][140/372] | Time 0.475 | Data 0.056 | Loss 0.1916 | IoU 0.516 [2021-06-11 21:15:06,445][root][INFO] - Lr: 4.334e-03 | Epoch: [48][150/372] | Time 0.474 | Data 0.055 | Loss 0.1915 | IoU 0.516 [2021-06-11 21:15:11,060][root][INFO] - Lr: 4.331e-03 | Epoch: [48][160/372] | Time 0.474 | Data 0.054 | Loss 0.1915 | IoU 0.516 [2021-06-11 21:15:15,693][root][INFO] - Lr: 4.327e-03 | Epoch: [48][170/372] | Time 0.473 | Data 0.054 | Loss 0.1915 | IoU 0.516 [2021-06-11 21:15:20,324][root][INFO] - Lr: 4.324e-03 | Epoch: [48][180/372] | Time 0.472 | Data 0.053 | Loss 0.1914 | IoU 0.516 [2021-06-11 21:15:24,966][root][INFO] - Lr: 4.321e-03 | Epoch: [48][190/372] | Time 0.472 | Data 0.053 | Loss 0.1914 | IoU 0.516 [2021-06-11 21:15:29,603][root][INFO] - Lr: 4.317e-03 | Epoch: [48][200/372] | Time 0.472 | Data 0.052 | Loss 0.1914 | IoU 0.516 [2021-06-11 21:15:34,252][root][INFO] - Lr: 4.314e-03 | Epoch: [48][210/372] | Time 0.471 | Data 0.052 | Loss 0.1913 | IoU 0.516 [2021-06-11 21:15:38,888][root][INFO] - Lr: 4.311e-03 | Epoch: [48][220/372] | Time 0.471 | Data 0.052 | Loss 0.1913 | IoU 0.516 [2021-06-11 21:15:43,539][root][INFO] - Lr: 4.307e-03 | Epoch: [48][230/372] | Time 0.471 | Data 0.052 | Loss 0.1913 | IoU 0.516 [2021-06-11 21:15:48,179][root][INFO] - Lr: 4.304e-03 | Epoch: [48][240/372] | Time 0.470 | Data 0.051 | Loss 0.1912 | IoU 0.516 [2021-06-11 21:15:52,801][root][INFO] - Lr: 4.301e-03 | Epoch: [48][250/372] | Time 0.470 | Data 0.051 | Loss 0.1912 | IoU 0.516 [2021-06-11 21:15:57,434][root][INFO] - Lr: 4.297e-03 | Epoch: [48][260/372] | Time 0.470 | Data 0.051 | Loss 0.1912 | IoU 0.516 [2021-06-11 21:16:02,069][root][INFO] - Lr: 4.294e-03 | Epoch: [48][270/372] | Time 0.470 | Data 0.051 | Loss 0.1911 | IoU 0.516 [2021-06-11 21:16:06,714][root][INFO] - Lr: 4.291e-03 | Epoch: [48][280/372] | Time 0.469 | Data 0.051 | Loss 0.1911 | IoU 0.516 [2021-06-11 21:16:11,392][root][INFO] - Lr: 4.287e-03 | Epoch: [48][290/372] | Time 0.469 | Data 0.050 | Loss 0.1911 | IoU 0.516 [2021-06-11 21:16:16,013][root][INFO] - Lr: 4.284e-03 | Epoch: [48][300/372] | Time 0.469 | Data 0.050 | Loss 0.1910 | IoU 0.516 [2021-06-11 21:16:20,660][root][INFO] - Lr: 4.281e-03 | Epoch: [48][310/372] | Time 0.469 | Data 0.050 | Loss 0.1910 | IoU 0.516 [2021-06-11 21:16:25,301][root][INFO] - Lr: 4.277e-03 | Epoch: [48][320/372] | Time 0.469 | Data 0.050 | Loss 0.1910 | IoU 0.516 [2021-06-11 21:16:29,939][root][INFO] - Lr: 4.274e-03 | Epoch: [48][330/372] | Time 0.469 | Data 0.050 | Loss 0.1909 | IoU 0.516 [2021-06-11 21:16:34,597][root][INFO] - Lr: 4.271e-03 | Epoch: [48][340/372] | Time 0.469 | Data 0.050 | Loss 0.1909 | IoU 0.516 [2021-06-11 21:16:39,255][root][INFO] - Lr: 4.268e-03 | Epoch: [48][350/372] | Time 0.468 | Data 0.050 | Loss 0.1909 | IoU 0.517 [2021-06-11 21:16:43,897][root][INFO] - Lr: 4.264e-03 | Epoch: [48][360/372] | Time 0.468 | Data 0.050 | Loss 0.1908 | IoU 0.517 [2021-06-11 21:16:48,498][root][INFO] - Lr: 4.261e-03 | Epoch: [48][370/372] | Time 0.468 | Data 0.049 | Loss 0.1908 | IoU 0.517 [2021-06-11 21:16:50,650][root][INFO] - Lr: 4.260e-03 | Epoch: [49][0/372] | Time 1.609 | Data 1.182 | Loss 0.1908 | IoU 0.517 [2021-06-11 21:16:55,578][root][INFO] - Lr: 4.257e-03 | Epoch: [49][10/372] | Time 0.595 | Data 0.170 | Loss 0.1908 | IoU 0.517 [2021-06-11 21:17:00,218][root][INFO] - Lr: 4.254e-03 | Epoch: [49][20/372] | Time 0.533 | Data 0.111 | Loss 0.1907 | IoU 0.517 [2021-06-11 21:17:04,861][root][INFO] - Lr: 4.250e-03 | Epoch: [49][30/372] | Time 0.511 | Data 0.091 | Loss 0.1907 | IoU 0.517 [2021-06-11 21:17:09,526][root][INFO] - Lr: 4.247e-03 | Epoch: [49][40/372] | Time 0.500 | Data 0.080 | Loss 0.1906 | IoU 0.517 [2021-06-11 21:17:14,140][root][INFO] - Lr: 4.244e-03 | Epoch: [49][50/372] | Time 0.492 | Data 0.073 | Loss 0.1906 | IoU 0.517 [2021-06-11 21:17:18,765][root][INFO] - Lr: 4.240e-03 | Epoch: [49][60/372] | Time 0.488 | Data 0.068 | Loss 0.1906 | IoU 0.517 [2021-06-11 21:17:23,371][root][INFO] - Lr: 4.237e-03 | Epoch: [49][70/372] | Time 0.484 | Data 0.065 | Loss 0.1905 | IoU 0.517 [2021-06-11 21:17:28,006][root][INFO] - Lr: 4.234e-03 | Epoch: [49][80/372] | Time 0.481 | Data 0.062 | Loss 0.1905 | IoU 0.517 [2021-06-11 21:17:32,639][root][INFO] - Lr: 4.230e-03 | Epoch: [49][90/372] | Time 0.479 | Data 0.060 | Loss 0.1905 | IoU 0.517 [2021-06-11 21:17:37,276][root][INFO] - Lr: 4.227e-03 | Epoch: [49][100/372] | Time 0.478 | Data 0.059 | Loss 0.1904 | IoU 0.517 [2021-06-11 21:17:41,915][root][INFO] - Lr: 4.224e-03 | Epoch: [49][110/372] | Time 0.477 | Data 0.058 | Loss 0.1904 | IoU 0.517 [2021-06-11 21:17:46,561][root][INFO] - Lr: 4.220e-03 | Epoch: [49][120/372] | Time 0.476 | Data 0.057 | Loss 0.1904 | IoU 0.517 [2021-06-11 21:17:51,217][root][INFO] - Lr: 4.217e-03 | Epoch: [49][130/372] | Time 0.475 | Data 0.056 | Loss 0.1903 | IoU 0.517 [2021-06-11 21:17:55,873][root][INFO] - Lr: 4.214e-03 | Epoch: [49][140/372] | Time 0.474 | Data 0.055 | Loss 0.1903 | IoU 0.517 [2021-06-11 21:18:00,541][root][INFO] - Lr: 4.210e-03 | Epoch: [49][150/372] | Time 0.474 | Data 0.055 | Loss 0.1903 | IoU 0.517 [2021-06-11 21:18:05,165][root][INFO] - Lr: 4.207e-03 | Epoch: [49][160/372] | Time 0.473 | Data 0.054 | Loss 0.1902 | IoU 0.517 [2021-06-11 21:18:09,783][root][INFO] - Lr: 4.204e-03 | Epoch: [49][170/372] | Time 0.472 | Data 0.054 | Loss 0.1902 | IoU 0.517 [2021-06-11 21:18:14,411][root][INFO] - Lr: 4.200e-03 | Epoch: [49][180/372] | Time 0.472 | Data 0.053 | Loss 0.1902 | IoU 0.517 [2021-06-11 21:18:19,060][root][INFO] - Lr: 4.197e-03 | Epoch: [49][190/372] | Time 0.471 | Data 0.053 | Loss 0.1901 | IoU 0.518 [2021-06-11 21:18:23,720][root][INFO] - Lr: 4.194e-03 | Epoch: [49][200/372] | Time 0.471 | Data 0.053 | Loss 0.1901 | IoU 0.518 [2021-06-11 21:18:28,392][root][INFO] - Lr: 4.190e-03 | Epoch: [49][210/372] | Time 0.471 | Data 0.052 | Loss 0.1901 | IoU 0.518 [2021-06-11 21:18:33,039][root][INFO] - Lr: 4.187e-03 | Epoch: [49][220/372] | Time 0.471 | Data 0.052 | Loss 0.1900 | IoU 0.518 [2021-06-11 21:18:37,698][root][INFO] - Lr: 4.184e-03 | Epoch: [49][230/372] | Time 0.470 | Data 0.052 | Loss 0.1900 | IoU 0.518 [2021-06-11 21:18:42,350][root][INFO] - Lr: 4.180e-03 | Epoch: [49][240/372] | Time 0.470 | Data 0.052 | Loss 0.1900 | IoU 0.518 [2021-06-11 21:18:46,996][root][INFO] - Lr: 4.177e-03 | Epoch: [49][250/372] | Time 0.470 | Data 0.051 | Loss 0.1899 | IoU 0.518 [2021-06-11 21:18:51,637][root][INFO] - Lr: 4.174e-03 | Epoch: [49][260/372] | Time 0.470 | Data 0.051 | Loss 0.1899 | IoU 0.518 [2021-06-11 21:18:56,274][root][INFO] - Lr: 4.170e-03 | Epoch: [49][270/372] | Time 0.470 | Data 0.051 | Loss 0.1899 | IoU 0.518 [2021-06-11 21:19:00,953][root][INFO] - Lr: 4.167e-03 | Epoch: [49][280/372] | Time 0.470 | Data 0.051 | Loss 0.1898 | IoU 0.518 [2021-06-11 21:19:05,575][root][INFO] - Lr: 4.164e-03 | Epoch: [49][290/372] | Time 0.469 | Data 0.051 | Loss 0.1898 | IoU 0.518 [2021-06-11 21:19:10,209][root][INFO] - Lr: 4.160e-03 | Epoch: [49][300/372] | Time 0.469 | Data 0.051 | Loss 0.1898 | IoU 0.518 [2021-06-11 21:19:14,894][root][INFO] - Lr: 4.157e-03 | Epoch: [49][310/372] | Time 0.469 | Data 0.050 | Loss 0.1897 | IoU 0.518 [2021-06-11 21:19:19,549][root][INFO] - Lr: 4.154e-03 | Epoch: [49][320/372] | Time 0.469 | Data 0.050 | Loss 0.1897 | IoU 0.518 [2021-06-11 21:19:24,179][root][INFO] - Lr: 4.150e-03 | Epoch: [49][330/372] | Time 0.469 | Data 0.050 | Loss 0.1897 | IoU 0.518 [2021-06-11 21:19:28,805][root][INFO] - Lr: 4.147e-03 | Epoch: [49][340/372] | Time 0.469 | Data 0.050 | Loss 0.1896 | IoU 0.518 [2021-06-11 21:19:33,437][root][INFO] - Lr: 4.144e-03 | Epoch: [49][350/372] | Time 0.468 | Data 0.050 | Loss 0.1896 | IoU 0.518 [2021-06-11 21:19:38,081][root][INFO] - Lr: 4.140e-03 | Epoch: [49][360/372] | Time 0.468 | Data 0.050 | Loss 0.1896 | IoU 0.518 [2021-06-11 21:19:42,668][root][INFO] - Lr: 4.137e-03 | Epoch: [49][370/372] | Time 0.468 | Data 0.050 | Loss 0.1895 | IoU 0.518 [2021-06-11 21:19:44,879][root][INFO] - Lr: 4.136e-03 | Epoch: [50][0/372] | Time 1.661 | Data 1.210 | Loss 0.1895 | IoU 0.518 [2021-06-11 21:19:49,718][root][INFO] - Lr: 4.133e-03 | Epoch: [50][10/372] | Time 0.593 | Data 0.162 | Loss 0.1895 | IoU 0.518 [2021-06-11 21:19:54,335][root][INFO] - Lr: 4.130e-03 | Epoch: [50][20/372] | Time 0.531 | Data 0.106 | Loss 0.1895 | IoU 0.518 [2021-06-11 21:19:58,944][root][INFO] - Lr: 4.126e-03 | Epoch: [50][30/372] | Time 0.508 | Data 0.085 | Loss 0.1894 | IoU 0.518 [2021-06-11 21:20:03,569][root][INFO] - Lr: 4.123e-03 | Epoch: [50][40/372] | Time 0.497 | Data 0.076 | Loss 0.1894 | IoU 0.518 [2021-06-11 21:20:08,213][root][INFO] - Lr: 4.120e-03 | Epoch: [50][50/372] | Time 0.491 | Data 0.070 | Loss 0.1894 | IoU 0.519 [2021-06-11 21:20:12,834][root][INFO] - Lr: 4.116e-03 | Epoch: [50][60/372] | Time 0.486 | Data 0.065 | Loss 0.1893 | IoU 0.519 [2021-06-11 21:20:17,468][root][INFO] - Lr: 4.113e-03 | Epoch: [50][70/372] | Time 0.483 | Data 0.063 | Loss 0.1893 | IoU 0.519 [2021-06-11 21:20:22,098][root][INFO] - Lr: 4.110e-03 | Epoch: [50][80/372] | Time 0.480 | Data 0.060 | Loss 0.1893 | IoU 0.519 [2021-06-11 21:20:26,746][root][INFO] - Lr: 4.106e-03 | Epoch: [50][90/372] | Time 0.479 | Data 0.059 | Loss 0.1892 | IoU 0.519 [2021-06-11 21:20:31,408][root][INFO] - Lr: 4.103e-03 | Epoch: [50][100/372] | Time 0.477 | Data 0.058 | Loss 0.1892 | IoU 0.519 [2021-06-11 21:20:36,041][root][INFO] - Lr: 4.100e-03 | Epoch: [50][110/372] | Time 0.476 | Data 0.057 | Loss 0.1892 | IoU 0.519 [2021-06-11 21:20:40,649][root][INFO] - Lr: 4.096e-03 | Epoch: [50][120/372] | Time 0.475 | Data 0.056 | Loss 0.1891 | IoU 0.519 [2021-06-11 21:20:45,267][root][INFO] - Lr: 4.093e-03 | Epoch: [50][130/372] | Time 0.474 | Data 0.055 | Loss 0.1891 | IoU 0.519 [2021-06-11 21:20:49,926][root][INFO] - Lr: 4.090e-03 | Epoch: [50][140/372] | Time 0.473 | Data 0.054 | Loss 0.1891 | IoU 0.519 [2021-06-11 21:20:54,565][root][INFO] - Lr: 4.086e-03 | Epoch: [50][150/372] | Time 0.473 | Data 0.054 | Loss 0.1890 | IoU 0.519 [2021-06-11 21:20:59,202][root][INFO] - Lr: 4.083e-03 | Epoch: [50][160/372] | Time 0.472 | Data 0.053 | Loss 0.1890 | IoU 0.519 [2021-06-11 21:21:03,867][root][INFO] - Lr: 4.080e-03 | Epoch: [50][170/372] | Time 0.472 | Data 0.053 | Loss 0.1890 | IoU 0.519 [2021-06-11 21:21:08,527][root][INFO] - Lr: 4.076e-03 | Epoch: [50][180/372] | Time 0.471 | Data 0.053 | Loss 0.1889 | IoU 0.519 [2021-06-11 21:21:13,179][root][INFO] - Lr: 4.073e-03 | Epoch: [50][190/372] | Time 0.471 | Data 0.052 | Loss 0.1889 | IoU 0.519 [2021-06-11 21:21:17,820][root][INFO] - Lr: 4.070e-03 | Epoch: [50][200/372] | Time 0.471 | Data 0.052 | Loss 0.1889 | IoU 0.519 [2021-06-11 21:21:22,467][root][INFO] - Lr: 4.066e-03 | Epoch: [50][210/372] | Time 0.471 | Data 0.052 | Loss 0.1888 | IoU 0.519 [2021-06-11 21:21:27,102][root][INFO] - Lr: 4.063e-03 | Epoch: [50][220/372] | Time 0.470 | Data 0.052 | Loss 0.1888 | IoU 0.519 [2021-06-11 21:21:31,742][root][INFO] - Lr: 4.060e-03 | Epoch: [50][230/372] | Time 0.470 | Data 0.051 | Loss 0.1888 | IoU 0.519 [2021-06-11 21:21:36,371][root][INFO] - Lr: 4.056e-03 | Epoch: [50][240/372] | Time 0.470 | Data 0.051 | Loss 0.1887 | IoU 0.519 [2021-06-11 21:21:40,969][root][INFO] - Lr: 4.053e-03 | Epoch: [50][250/372] | Time 0.469 | Data 0.051 | Loss 0.1887 | IoU 0.519 [2021-06-11 21:21:45,620][root][INFO] - Lr: 4.049e-03 | Epoch: [50][260/372] | Time 0.469 | Data 0.051 | Loss 0.1887 | IoU 0.519 [2021-06-11 21:21:50,298][root][INFO] - Lr: 4.046e-03 | Epoch: [50][270/372] | Time 0.469 | Data 0.050 | Loss 0.1886 | IoU 0.520 [2021-06-11 21:21:54,942][root][INFO] - Lr: 4.043e-03 | Epoch: [50][280/372] | Time 0.469 | Data 0.050 | Loss 0.1886 | IoU 0.520 [2021-06-11 21:21:59,552][root][INFO] - Lr: 4.039e-03 | Epoch: [50][290/372] | Time 0.469 | Data 0.050 | Loss 0.1886 | IoU 0.520 [2021-06-11 21:22:04,174][root][INFO] - Lr: 4.036e-03 | Epoch: [50][300/372] | Time 0.468 | Data 0.050 | Loss 0.1885 | IoU 0.520 [2021-06-11 21:22:08,825][root][INFO] - Lr: 4.033e-03 | Epoch: [50][310/372] | Time 0.468 | Data 0.050 | Loss 0.1885 | IoU 0.520 [2021-06-11 21:22:13,480][root][INFO] - Lr: 4.029e-03 | Epoch: [50][320/372] | Time 0.468 | Data 0.050 | Loss 0.1885 | IoU 0.520 [2021-06-11 21:22:18,122][root][INFO] - Lr: 4.026e-03 | Epoch: [50][330/372] | Time 0.468 | Data 0.050 | Loss 0.1884 | IoU 0.520 [2021-06-11 21:22:22,786][root][INFO] - Lr: 4.023e-03 | Epoch: [50][340/372] | Time 0.468 | Data 0.050 | Loss 0.1884 | IoU 0.520 [2021-06-11 21:22:27,402][root][INFO] - Lr: 4.019e-03 | Epoch: [50][350/372] | Time 0.468 | Data 0.049 | Loss 0.1884 | IoU 0.520 [2021-06-11 21:22:32,037][root][INFO] - Lr: 4.016e-03 | Epoch: [50][360/372] | Time 0.468 | Data 0.049 | Loss 0.1884 | IoU 0.520 [2021-06-11 21:22:36,635][root][INFO] - Lr: 4.013e-03 | Epoch: [50][370/372] | Time 0.468 | Data 0.049 | Loss 0.1883 | IoU 0.520 [2021-06-11 21:22:37,376][root][INFO] - 0/500 [2021-06-11 21:22:37,515][root][INFO] - 1/500 [2021-06-11 21:22:37,629][root][INFO] - 2/500 [2021-06-11 21:22:37,741][root][INFO] - 3/500 [2021-06-11 21:22:37,833][root][INFO] - 4/500 [2021-06-11 21:22:37,914][root][INFO] - 5/500 [2021-06-11 21:22:38,018][root][INFO] - 6/500 [2021-06-11 21:22:38,097][root][INFO] - 7/500 [2021-06-11 21:22:38,207][root][INFO] - 8/500 [2021-06-11 21:22:38,287][root][INFO] - 9/500 [2021-06-11 21:22:38,372][root][INFO] - 10/500 [2021-06-11 21:22:38,486][root][INFO] - 11/500 [2021-06-11 21:22:38,569][root][INFO] - 12/500 [2021-06-11 21:22:38,674][root][INFO] - 13/500 [2021-06-11 21:22:38,781][root][INFO] - 14/500 [2021-06-11 21:22:38,885][root][INFO] - 15/500 [2021-06-11 21:22:38,964][root][INFO] - 16/500 [2021-06-11 21:22:39,071][root][INFO] - 17/500 [2021-06-11 21:22:39,180][root][INFO] - 18/500 [2021-06-11 21:22:39,288][root][INFO] - 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485/500 [2021-06-11 21:23:24,067][root][INFO] - 486/500 [2021-06-11 21:23:24,177][root][INFO] - 487/500 [2021-06-11 21:23:24,284][root][INFO] - 488/500 [2021-06-11 21:23:24,363][root][INFO] - 489/500 [2021-06-11 21:23:24,434][root][INFO] - 490/500 [2021-06-11 21:23:24,536][root][INFO] - 491/500 [2021-06-11 21:23:24,646][root][INFO] - 492/500 [2021-06-11 21:23:24,717][root][INFO] - 493/500 [2021-06-11 21:23:24,788][root][INFO] - 494/500 [2021-06-11 21:23:24,859][root][INFO] - 495/500 [2021-06-11 21:23:24,930][root][INFO] - 496/500 [2021-06-11 21:23:25,001][root][INFO] - 497/500 [2021-06-11 21:23:25,072][root][INFO] - 498/500 [2021-06-11 21:23:25,143][root][INFO] - 499/500 [2021-06-11 21:23:25,280][root][INFO] - Validation set: Time avg per batch 0.096 Loss avg 0.2834 IoU avg 0.560 [2021-06-11 21:23:25,281][root][INFO] - ---> save checkpoint [2021-06-11 21:23:30,467][root][INFO] - Lr: 4.012e-03 | Epoch: [51][0/372] | Time 1.722 | Data 1.233 | Loss 0.1883 | IoU 0.520 [2021-06-11 21:23:35,167][root][INFO] - Lr: 4.009e-03 | Epoch: [51][10/372] | Time 0.587 | Data 0.166 | Loss 0.1883 | IoU 0.520 [2021-06-11 21:23:39,811][root][INFO] - Lr: 4.005e-03 | Epoch: [51][20/372] | Time 0.529 | Data 0.111 | Loss 0.1883 | IoU 0.520 [2021-06-11 21:23:44,415][root][INFO] - Lr: 4.002e-03 | Epoch: [51][30/372] | Time 0.507 | Data 0.090 | Loss 0.1882 | IoU 0.520 [2021-06-11 21:23:49,019][root][INFO] - Lr: 3.999e-03 | Epoch: [51][40/372] | Time 0.495 | Data 0.079 | Loss 0.1882 | IoU 0.520 [2021-06-11 21:23:53,641][root][INFO] - Lr: 3.995e-03 | Epoch: [51][50/372] | Time 0.489 | Data 0.073 | Loss 0.1881 | IoU 0.520 [2021-06-11 21:23:58,269][root][INFO] - Lr: 3.992e-03 | Epoch: [51][60/372] | Time 0.484 | Data 0.068 | Loss 0.1881 | IoU 0.520 [2021-06-11 21:24:02,871][root][INFO] - Lr: 3.989e-03 | Epoch: [51][70/372] | Time 0.481 | Data 0.065 | Loss 0.1881 | IoU 0.520 [2021-06-11 21:24:07,504][root][INFO] - Lr: 3.985e-03 | Epoch: [51][80/372] | Time 0.479 | Data 0.063 | Loss 0.1881 | IoU 0.520 [2021-06-11 21:24:12,108][root][INFO] - Lr: 3.982e-03 | Epoch: [51][90/372] | Time 0.477 | Data 0.061 | Loss 0.1880 | IoU 0.520 [2021-06-11 21:24:16,731][root][INFO] - Lr: 3.979e-03 | Epoch: [51][100/372] | Time 0.475 | Data 0.060 | Loss 0.1880 | IoU 0.520 [2021-06-11 21:24:21,341][root][INFO] - Lr: 3.975e-03 | Epoch: [51][110/372] | Time 0.474 | Data 0.058 | Loss 0.1880 | IoU 0.520 [2021-06-11 21:24:25,945][root][INFO] - Lr: 3.972e-03 | Epoch: [51][120/372] | Time 0.473 | Data 0.057 | Loss 0.1879 | IoU 0.521 [2021-06-11 21:24:30,570][root][INFO] - Lr: 3.968e-03 | Epoch: [51][130/372] | Time 0.472 | Data 0.056 | Loss 0.1879 | IoU 0.521 [2021-06-11 21:24:35,207][root][INFO] - Lr: 3.965e-03 | Epoch: [51][140/372] | Time 0.472 | Data 0.056 | Loss 0.1879 | IoU 0.521 [2021-06-11 21:24:39,799][root][INFO] - Lr: 3.962e-03 | Epoch: [51][150/372] | Time 0.471 | Data 0.055 | Loss 0.1878 | IoU 0.521 [2021-06-11 21:24:44,416][root][INFO] - Lr: 3.958e-03 | Epoch: [51][160/372] | Time 0.470 | Data 0.054 | Loss 0.1878 | IoU 0.521 [2021-06-11 21:24:49,044][root][INFO] - Lr: 3.955e-03 | Epoch: [51][170/372] | Time 0.470 | Data 0.054 | Loss 0.1878 | IoU 0.521 [2021-06-11 21:24:53,665][root][INFO] - Lr: 3.952e-03 | Epoch: [51][180/372] | Time 0.469 | Data 0.053 | Loss 0.1877 | IoU 0.521 [2021-06-11 21:24:58,288][root][INFO] - Lr: 3.948e-03 | Epoch: [51][190/372] | Time 0.469 | Data 0.053 | Loss 0.1877 | IoU 0.521 [2021-06-11 21:25:02,935][root][INFO] - Lr: 3.945e-03 | Epoch: [51][200/372] | Time 0.469 | Data 0.052 | Loss 0.1877 | IoU 0.521 [2021-06-11 21:25:07,560][root][INFO] - Lr: 3.942e-03 | Epoch: [51][210/372] | Time 0.468 | Data 0.052 | Loss 0.1876 | IoU 0.521 [2021-06-11 21:25:12,195][root][INFO] - Lr: 3.938e-03 | Epoch: [51][220/372] | Time 0.468 | Data 0.052 | Loss 0.1876 | IoU 0.521 [2021-06-11 21:25:16,825][root][INFO] - Lr: 3.935e-03 | Epoch: [51][230/372] | Time 0.468 | Data 0.051 | Loss 0.1876 | IoU 0.521 [2021-06-11 21:25:21,512][root][INFO] - Lr: 3.932e-03 | Epoch: [51][240/372] | Time 0.468 | Data 0.051 | Loss 0.1875 | IoU 0.521 [2021-06-11 21:25:26,161][root][INFO] - Lr: 3.928e-03 | Epoch: [51][250/372] | Time 0.468 | Data 0.051 | Loss 0.1875 | IoU 0.521 [2021-06-11 21:25:30,790][root][INFO] - Lr: 3.925e-03 | Epoch: [51][260/372] | Time 0.468 | Data 0.051 | Loss 0.1875 | IoU 0.521 [2021-06-11 21:25:35,447][root][INFO] - Lr: 3.922e-03 | Epoch: [51][270/372] | Time 0.468 | Data 0.051 | Loss 0.1874 | IoU 0.521 [2021-06-11 21:25:40,109][root][INFO] - Lr: 3.918e-03 | Epoch: [51][280/372] | Time 0.468 | Data 0.051 | Loss 0.1874 | IoU 0.521 [2021-06-11 21:25:44,731][root][INFO] - Lr: 3.915e-03 | Epoch: [51][290/372] | Time 0.467 | Data 0.050 | Loss 0.1874 | IoU 0.521 [2021-06-11 21:25:49,364][root][INFO] - Lr: 3.911e-03 | Epoch: [51][300/372] | Time 0.467 | Data 0.050 | Loss 0.1873 | IoU 0.521 [2021-06-11 21:25:54,011][root][INFO] - Lr: 3.908e-03 | Epoch: [51][310/372] | Time 0.467 | Data 0.050 | Loss 0.1873 | IoU 0.521 [2021-06-11 21:25:58,628][root][INFO] - Lr: 3.905e-03 | Epoch: [51][320/372] | Time 0.467 | Data 0.050 | Loss 0.1873 | IoU 0.521 [2021-06-11 21:26:03,281][root][INFO] - Lr: 3.901e-03 | Epoch: [51][330/372] | Time 0.467 | Data 0.050 | Loss 0.1873 | IoU 0.521 [2021-06-11 21:26:07,922][root][INFO] - Lr: 3.898e-03 | Epoch: [51][340/372] | Time 0.467 | Data 0.050 | Loss 0.1872 | IoU 0.521 [2021-06-11 21:26:12,554][root][INFO] - Lr: 3.895e-03 | Epoch: [51][350/372] | Time 0.467 | Data 0.050 | Loss 0.1872 | IoU 0.522 [2021-06-11 21:26:17,191][root][INFO] - Lr: 3.891e-03 | Epoch: [51][360/372] | Time 0.467 | Data 0.050 | Loss 0.1872 | IoU 0.522 [2021-06-11 21:26:21,778][root][INFO] - Lr: 3.888e-03 | Epoch: [51][370/372] | Time 0.466 | Data 0.049 | Loss 0.1871 | IoU 0.522 [2021-06-11 21:26:24,018][root][INFO] - Lr: 3.887e-03 | Epoch: [52][0/372] | Time 1.665 | Data 1.205 | Loss 0.1871 | IoU 0.522 [2021-06-11 21:26:28,885][root][INFO] - Lr: 3.884e-03 | Epoch: [52][10/372] | Time 0.598 | Data 0.177 | Loss 0.1871 | IoU 0.522 [2021-06-11 21:26:33,503][root][INFO] - Lr: 3.881e-03 | Epoch: [52][20/372] | Time 0.533 | Data 0.113 | Loss 0.1871 | IoU 0.522 [2021-06-11 21:26:38,208][root][INFO] - Lr: 3.877e-03 | Epoch: [52][30/372] | Time 0.512 | Data 0.092 | Loss 0.1870 | IoU 0.522 [2021-06-11 21:26:42,876][root][INFO] - Lr: 3.874e-03 | Epoch: [52][40/372] | Time 0.502 | Data 0.081 | Loss 0.1870 | IoU 0.522 [2021-06-11 21:26:47,533][root][INFO] - Lr: 3.871e-03 | Epoch: [52][50/372] | Time 0.495 | Data 0.074 | Loss 0.1870 | IoU 0.522 [2021-06-11 21:26:52,165][root][INFO] - Lr: 3.867e-03 | Epoch: [52][60/372] | Time 0.490 | Data 0.070 | Loss 0.1869 | IoU 0.522 [2021-06-11 21:26:56,833][root][INFO] - Lr: 3.864e-03 | Epoch: [52][70/372] | Time 0.486 | Data 0.067 | Loss 0.1869 | IoU 0.522 [2021-06-11 21:27:01,521][root][INFO] - Lr: 3.860e-03 | Epoch: [52][80/372] | Time 0.484 | Data 0.064 | Loss 0.1869 | IoU 0.522 [2021-06-11 21:27:06,169][root][INFO] - Lr: 3.857e-03 | Epoch: [52][90/372] | Time 0.482 | Data 0.063 | Loss 0.1868 | IoU 0.522 [2021-06-11 21:27:10,793][root][INFO] - Lr: 3.854e-03 | Epoch: [52][100/372] | Time 0.480 | Data 0.061 | Loss 0.1868 | IoU 0.522 [2021-06-11 21:27:15,470][root][INFO] - Lr: 3.850e-03 | Epoch: [52][110/372] | Time 0.479 | Data 0.059 | Loss 0.1868 | IoU 0.522 [2021-06-11 21:27:20,086][root][INFO] - Lr: 3.847e-03 | Epoch: [52][120/372] | Time 0.478 | Data 0.058 | Loss 0.1867 | IoU 0.522 [2021-06-11 21:27:24,748][root][INFO] - Lr: 3.844e-03 | Epoch: [52][130/372] | Time 0.477 | Data 0.057 | Loss 0.1867 | IoU 0.522 [2021-06-11 21:27:29,397][root][INFO] - Lr: 3.840e-03 | Epoch: [52][140/372] | Time 0.476 | Data 0.057 | Loss 0.1867 | IoU 0.522 [2021-06-11 21:27:34,032][root][INFO] - Lr: 3.837e-03 | Epoch: [52][150/372] | Time 0.475 | Data 0.056 | Loss 0.1866 | IoU 0.522 [2021-06-11 21:27:38,660][root][INFO] - Lr: 3.834e-03 | Epoch: [52][160/372] | Time 0.474 | Data 0.055 | Loss 0.1866 | IoU 0.522 [2021-06-11 21:27:43,263][root][INFO] - Lr: 3.830e-03 | Epoch: [52][170/372] | Time 0.473 | Data 0.054 | Loss 0.1866 | IoU 0.522 [2021-06-11 21:27:47,905][root][INFO] - Lr: 3.827e-03 | Epoch: [52][180/372] | Time 0.473 | Data 0.054 | Loss 0.1865 | IoU 0.522 [2021-06-11 21:27:52,559][root][INFO] - Lr: 3.823e-03 | Epoch: [52][190/372] | Time 0.473 | Data 0.054 | Loss 0.1865 | IoU 0.522 [2021-06-11 21:27:57,191][root][INFO] - Lr: 3.820e-03 | Epoch: [52][200/372] | Time 0.472 | Data 0.053 | Loss 0.1865 | IoU 0.522 [2021-06-11 21:28:01,811][root][INFO] - Lr: 3.817e-03 | Epoch: [52][210/372] | Time 0.472 | Data 0.053 | Loss 0.1864 | IoU 0.522 [2021-06-11 21:28:06,465][root][INFO] - Lr: 3.813e-03 | Epoch: [52][220/372] | Time 0.471 | Data 0.052 | Loss 0.1864 | IoU 0.523 [2021-06-11 21:28:11,114][root][INFO] - Lr: 3.810e-03 | Epoch: [52][230/372] | Time 0.471 | Data 0.052 | Loss 0.1864 | IoU 0.523 [2021-06-11 21:28:15,773][root][INFO] - Lr: 3.807e-03 | Epoch: [52][240/372] | Time 0.471 | Data 0.052 | Loss 0.1864 | IoU 0.523 [2021-06-11 21:28:20,413][root][INFO] - Lr: 3.803e-03 | Epoch: [52][250/372] | Time 0.471 | Data 0.052 | Loss 0.1863 | IoU 0.523 [2021-06-11 21:28:25,043][root][INFO] - Lr: 3.800e-03 | Epoch: [52][260/372] | Time 0.470 | Data 0.051 | Loss 0.1863 | IoU 0.523 [2021-06-11 21:28:29,686][root][INFO] - Lr: 3.796e-03 | Epoch: [52][270/372] | Time 0.470 | Data 0.051 | Loss 0.1863 | IoU 0.523 [2021-06-11 21:28:34,342][root][INFO] - Lr: 3.793e-03 | Epoch: [52][280/372] | Time 0.470 | Data 0.051 | Loss 0.1862 | IoU 0.523 [2021-06-11 21:28:38,967][root][INFO] - Lr: 3.790e-03 | Epoch: [52][290/372] | Time 0.470 | Data 0.051 | Loss 0.1862 | IoU 0.523 [2021-06-11 21:28:43,610][root][INFO] - Lr: 3.786e-03 | Epoch: [52][300/372] | Time 0.469 | Data 0.051 | Loss 0.1862 | IoU 0.523 [2021-06-11 21:28:48,268][root][INFO] - Lr: 3.783e-03 | Epoch: [52][310/372] | Time 0.469 | Data 0.051 | Loss 0.1861 | IoU 0.523 [2021-06-11 21:28:52,917][root][INFO] - Lr: 3.780e-03 | Epoch: [52][320/372] | Time 0.469 | Data 0.050 | Loss 0.1861 | IoU 0.523 [2021-06-11 21:28:57,553][root][INFO] - Lr: 3.776e-03 | Epoch: [52][330/372] | Time 0.469 | Data 0.050 | Loss 0.1861 | IoU 0.523 [2021-06-11 21:29:02,163][root][INFO] - Lr: 3.773e-03 | Epoch: [52][340/372] | Time 0.469 | Data 0.050 | Loss 0.1860 | IoU 0.523 [2021-06-11 21:29:06,797][root][INFO] - Lr: 3.770e-03 | Epoch: [52][350/372] | Time 0.469 | Data 0.050 | Loss 0.1860 | IoU 0.523 [2021-06-11 21:29:11,413][root][INFO] - Lr: 3.766e-03 | Epoch: [52][360/372] | Time 0.468 | Data 0.050 | Loss 0.1860 | IoU 0.523 [2021-06-11 21:29:16,002][root][INFO] - Lr: 3.763e-03 | Epoch: [52][370/372] | Time 0.468 | Data 0.050 | Loss 0.1860 | IoU 0.523 [2021-06-11 21:29:18,284][root][INFO] - Lr: 3.762e-03 | Epoch: [53][0/372] | Time 1.638 | Data 1.201 | Loss 0.1860 | IoU 0.523 [2021-06-11 21:29:23,084][root][INFO] - Lr: 3.759e-03 | Epoch: [53][10/372] | Time 0.594 | Data 0.167 | Loss 0.1859 | IoU 0.523 [2021-06-11 21:29:27,709][root][INFO] - Lr: 3.755e-03 | Epoch: [53][20/372] | Time 0.531 | Data 0.109 | Loss 0.1859 | IoU 0.523 [2021-06-11 21:29:32,395][root][INFO] - Lr: 3.752e-03 | Epoch: [53][30/372] | Time 0.511 | Data 0.089 | Loss 0.1859 | IoU 0.523 [2021-06-11 21:29:37,043][root][INFO] - Lr: 3.749e-03 | Epoch: [53][40/372] | Time 0.500 | Data 0.079 | Loss 0.1858 | IoU 0.523 [2021-06-11 21:29:41,686][root][INFO] - Lr: 3.745e-03 | Epoch: [53][50/372] | Time 0.493 | Data 0.073 | Loss 0.1858 | IoU 0.523 [2021-06-11 21:29:46,325][root][INFO] - Lr: 3.742e-03 | Epoch: [53][60/372] | Time 0.488 | Data 0.068 | Loss 0.1858 | IoU 0.523 [2021-06-11 21:29:50,964][root][INFO] - Lr: 3.739e-03 | Epoch: [53][70/372] | Time 0.485 | Data 0.065 | Loss 0.1857 | IoU 0.523 [2021-06-11 21:29:55,569][root][INFO] - Lr: 3.735e-03 | Epoch: [53][80/372] | Time 0.482 | Data 0.063 | Loss 0.1857 | IoU 0.524 [2021-06-11 21:30:00,206][root][INFO] - Lr: 3.732e-03 | Epoch: [53][90/372] | Time 0.480 | Data 0.061 | Loss 0.1857 | IoU 0.524 [2021-06-11 21:30:04,838][root][INFO] - Lr: 3.728e-03 | Epoch: [53][100/372] | Time 0.478 | Data 0.059 | Loss 0.1856 | IoU 0.524 [2021-06-11 21:30:09,484][root][INFO] - Lr: 3.725e-03 | Epoch: [53][110/372] | Time 0.477 | Data 0.058 | Loss 0.1856 | IoU 0.524 [2021-06-11 21:30:14,108][root][INFO] - Lr: 3.722e-03 | Epoch: [53][120/372] | Time 0.476 | Data 0.057 | Loss 0.1856 | IoU 0.524 [2021-06-11 21:30:18,764][root][INFO] - Lr: 3.718e-03 | Epoch: [53][130/372] | Time 0.475 | Data 0.056 | Loss 0.1855 | IoU 0.524 [2021-06-11 21:30:23,424][root][INFO] - Lr: 3.715e-03 | Epoch: [53][140/372] | Time 0.474 | Data 0.055 | Loss 0.1855 | IoU 0.524 [2021-06-11 21:30:28,053][root][INFO] - Lr: 3.712e-03 | Epoch: [53][150/372] | Time 0.473 | Data 0.055 | Loss 0.1855 | IoU 0.524 [2021-06-11 21:30:32,694][root][INFO] - Lr: 3.708e-03 | Epoch: [53][160/372] | Time 0.473 | Data 0.054 | Loss 0.1855 | IoU 0.524 [2021-06-11 21:30:37,354][root][INFO] - Lr: 3.705e-03 | Epoch: [53][170/372] | Time 0.473 | Data 0.054 | Loss 0.1854 | IoU 0.524 [2021-06-11 21:30:42,014][root][INFO] - Lr: 3.701e-03 | Epoch: [53][180/372] | Time 0.472 | Data 0.053 | Loss 0.1854 | IoU 0.524 [2021-06-11 21:30:46,686][root][INFO] - Lr: 3.698e-03 | Epoch: [53][190/372] | Time 0.472 | Data 0.053 | Loss 0.1854 | IoU 0.524 [2021-06-11 21:30:51,317][root][INFO] - Lr: 3.695e-03 | Epoch: [53][200/372] | Time 0.471 | Data 0.053 | Loss 0.1853 | IoU 0.524 [2021-06-11 21:30:55,956][root][INFO] - Lr: 3.691e-03 | Epoch: [53][210/372] | Time 0.471 | Data 0.052 | Loss 0.1853 | IoU 0.524 [2021-06-11 21:31:00,597][root][INFO] - Lr: 3.688e-03 | Epoch: [53][220/372] | Time 0.471 | Data 0.052 | Loss 0.1853 | IoU 0.524 [2021-06-11 21:31:05,266][root][INFO] - Lr: 3.685e-03 | Epoch: [53][230/372] | Time 0.471 | Data 0.052 | Loss 0.1852 | IoU 0.524 [2021-06-11 21:31:09,897][root][INFO] - Lr: 3.681e-03 | Epoch: [53][240/372] | Time 0.470 | Data 0.052 | Loss 0.1852 | IoU 0.524 [2021-06-11 21:31:14,552][root][INFO] - Lr: 3.678e-03 | Epoch: [53][250/372] | Time 0.470 | Data 0.051 | Loss 0.1852 | IoU 0.524 [2021-06-11 21:31:19,168][root][INFO] - Lr: 3.674e-03 | Epoch: [53][260/372] | Time 0.470 | Data 0.051 | Loss 0.1851 | IoU 0.524 [2021-06-11 21:31:23,814][root][INFO] - Lr: 3.671e-03 | Epoch: [53][270/372] | Time 0.470 | Data 0.051 | Loss 0.1851 | IoU 0.524 [2021-06-11 21:31:28,460][root][INFO] - Lr: 3.668e-03 | Epoch: [53][280/372] | Time 0.469 | Data 0.051 | Loss 0.1851 | IoU 0.524 [2021-06-11 21:31:33,117][root][INFO] - Lr: 3.664e-03 | Epoch: [53][290/372] | Time 0.469 | Data 0.051 | Loss 0.1851 | IoU 0.524 [2021-06-11 21:31:37,764][root][INFO] - Lr: 3.661e-03 | Epoch: [53][300/372] | Time 0.469 | Data 0.050 | Loss 0.1850 | IoU 0.524 [2021-06-11 21:31:42,439][root][INFO] - Lr: 3.657e-03 | Epoch: [53][310/372] | Time 0.469 | Data 0.050 | Loss 0.1850 | IoU 0.525 [2021-06-11 21:31:47,069][root][INFO] - Lr: 3.654e-03 | Epoch: [53][320/372] | Time 0.469 | Data 0.050 | Loss 0.1850 | IoU 0.525 [2021-06-11 21:31:51,726][root][INFO] - Lr: 3.651e-03 | Epoch: [53][330/372] | Time 0.469 | Data 0.050 | Loss 0.1849 | IoU 0.525 [2021-06-11 21:31:56,359][root][INFO] - Lr: 3.647e-03 | Epoch: [53][340/372] | Time 0.469 | Data 0.050 | Loss 0.1849 | IoU 0.525 [2021-06-11 21:32:00,982][root][INFO] - Lr: 3.644e-03 | Epoch: [53][350/372] | Time 0.468 | Data 0.050 | Loss 0.1849 | IoU 0.525 [2021-06-11 21:32:05,605][root][INFO] - Lr: 3.641e-03 | Epoch: [53][360/372] | Time 0.468 | Data 0.050 | Loss 0.1848 | IoU 0.525 [2021-06-11 21:32:10,180][root][INFO] - Lr: 3.637e-03 | Epoch: [53][370/372] | Time 0.468 | Data 0.050 | Loss 0.1848 | IoU 0.525 [2021-06-11 21:32:12,486][root][INFO] - Lr: 3.636e-03 | Epoch: [54][0/372] | Time 1.724 | Data 1.246 | Loss 0.1848 | IoU 0.525 [2021-06-11 21:32:17,260][root][INFO] - Lr: 3.633e-03 | Epoch: [54][10/372] | Time 0.593 | Data 0.167 | Loss 0.1848 | IoU 0.525 [2021-06-11 21:32:21,884][root][INFO] - Lr: 3.630e-03 | Epoch: [54][20/372] | Time 0.531 | Data 0.109 | Loss 0.1847 | IoU 0.525 [2021-06-11 21:32:26,520][root][INFO] - Lr: 3.626e-03 | Epoch: [54][30/372] | Time 0.509 | Data 0.088 | Loss 0.1847 | IoU 0.525 [2021-06-11 21:32:31,147][root][INFO] - Lr: 3.623e-03 | Epoch: [54][40/372] | Time 0.498 | Data 0.078 | Loss 0.1847 | IoU 0.525 [2021-06-11 21:32:35,760][root][INFO] - Lr: 3.620e-03 | Epoch: [54][50/372] | Time 0.491 | Data 0.071 | Loss 0.1847 | IoU 0.525 [2021-06-11 21:32:40,433][root][INFO] - Lr: 3.616e-03 | Epoch: [54][60/372] | Time 0.486 | Data 0.067 | Loss 0.1846 | IoU 0.525 [2021-06-11 21:32:45,057][root][INFO] - Lr: 3.613e-03 | Epoch: [54][70/372] | Time 0.483 | Data 0.064 | Loss 0.1846 | IoU 0.525 [2021-06-11 21:32:49,692][root][INFO] - Lr: 3.609e-03 | Epoch: [54][80/372] | Time 0.481 | Data 0.061 | Loss 0.1846 | IoU 0.525 [2021-06-11 21:32:54,330][root][INFO] - Lr: 3.606e-03 | Epoch: [54][90/372] | Time 0.479 | Data 0.060 | Loss 0.1845 | IoU 0.525 [2021-06-11 21:32:58,967][root][INFO] - Lr: 3.603e-03 | Epoch: [54][100/372] | Time 0.477 | Data 0.058 | Loss 0.1845 | IoU 0.525 [2021-06-11 21:33:03,600][root][INFO] - Lr: 3.599e-03 | Epoch: [54][110/372] | Time 0.476 | Data 0.057 | Loss 0.1845 | IoU 0.525 [2021-06-11 21:33:08,238][root][INFO] - Lr: 3.596e-03 | Epoch: [54][120/372] | Time 0.475 | Data 0.056 | Loss 0.1845 | IoU 0.525 [2021-06-11 21:33:12,857][root][INFO] - Lr: 3.592e-03 | Epoch: [54][130/372] | Time 0.474 | Data 0.055 | Loss 0.1844 | IoU 0.525 [2021-06-11 21:33:17,477][root][INFO] - Lr: 3.589e-03 | Epoch: [54][140/372] | Time 0.473 | Data 0.055 | Loss 0.1844 | IoU 0.525 [2021-06-11 21:33:22,104][root][INFO] - Lr: 3.586e-03 | Epoch: [54][150/372] | Time 0.473 | Data 0.054 | Loss 0.1844 | IoU 0.525 [2021-06-11 21:33:26,720][root][INFO] - Lr: 3.582e-03 | Epoch: [54][160/372] | Time 0.472 | Data 0.053 | Loss 0.1843 | IoU 0.525 [2021-06-11 21:33:31,355][root][INFO] - Lr: 3.579e-03 | Epoch: [54][170/372] | Time 0.471 | Data 0.053 | Loss 0.1843 | IoU 0.525 [2021-06-11 21:33:36,000][root][INFO] - Lr: 3.576e-03 | Epoch: [54][180/372] | Time 0.471 | Data 0.053 | Loss 0.1843 | IoU 0.526 [2021-06-11 21:33:40,623][root][INFO] - Lr: 3.572e-03 | Epoch: [54][190/372] | Time 0.471 | Data 0.052 | Loss 0.1842 | IoU 0.526 [2021-06-11 21:33:45,239][root][INFO] - Lr: 3.569e-03 | Epoch: [54][200/372] | Time 0.470 | Data 0.052 | Loss 0.1842 | IoU 0.526 [2021-06-11 21:33:49,881][root][INFO] - Lr: 3.565e-03 | Epoch: [54][210/372] | Time 0.470 | Data 0.051 | Loss 0.1842 | IoU 0.526 [2021-06-11 21:33:54,516][root][INFO] - Lr: 3.562e-03 | Epoch: [54][220/372] | Time 0.470 | Data 0.051 | Loss 0.1842 | IoU 0.526 [2021-06-11 21:33:59,147][root][INFO] - Lr: 3.559e-03 | Epoch: [54][230/372] | Time 0.469 | Data 0.051 | Loss 0.1841 | IoU 0.526 [2021-06-11 21:34:03,769][root][INFO] - Lr: 3.555e-03 | Epoch: [54][240/372] | Time 0.469 | Data 0.051 | Loss 0.1841 | IoU 0.526 [2021-06-11 21:34:08,435][root][INFO] - Lr: 3.552e-03 | Epoch: [54][250/372] | Time 0.469 | Data 0.051 | Loss 0.1841 | IoU 0.526 [2021-06-11 21:34:13,047][root][INFO] - Lr: 3.548e-03 | Epoch: [54][260/372] | Time 0.469 | Data 0.050 | Loss 0.1840 | IoU 0.526 [2021-06-11 21:34:17,699][root][INFO] - Lr: 3.545e-03 | Epoch: [54][270/372] | Time 0.468 | Data 0.050 | Loss 0.1840 | IoU 0.526 [2021-06-11 21:34:22,344][root][INFO] - Lr: 3.542e-03 | Epoch: [54][280/372] | Time 0.468 | Data 0.050 | Loss 0.1840 | IoU 0.526 [2021-06-11 21:34:26,983][root][INFO] - Lr: 3.538e-03 | Epoch: [54][290/372] | Time 0.468 | Data 0.050 | Loss 0.1839 | IoU 0.526 [2021-06-11 21:34:31,634][root][INFO] - Lr: 3.535e-03 | Epoch: [54][300/372] | Time 0.468 | Data 0.050 | Loss 0.1839 | IoU 0.526 [2021-06-11 21:34:36,279][root][INFO] - Lr: 3.531e-03 | Epoch: [54][310/372] | Time 0.468 | Data 0.050 | Loss 0.1839 | IoU 0.526 [2021-06-11 21:34:40,940][root][INFO] - Lr: 3.528e-03 | Epoch: [54][320/372] | Time 0.468 | Data 0.050 | Loss 0.1839 | IoU 0.526 [2021-06-11 21:34:45,584][root][INFO] - Lr: 3.525e-03 | Epoch: [54][330/372] | Time 0.468 | Data 0.050 | Loss 0.1838 | IoU 0.526 [2021-06-11 21:34:50,215][root][INFO] - Lr: 3.521e-03 | Epoch: [54][340/372] | Time 0.468 | Data 0.050 | Loss 0.1838 | IoU 0.526 [2021-06-11 21:34:54,857][root][INFO] - Lr: 3.518e-03 | Epoch: [54][350/372] | Time 0.468 | Data 0.049 | Loss 0.1838 | IoU 0.526 [2021-06-11 21:34:59,488][root][INFO] - Lr: 3.514e-03 | Epoch: [54][360/372] | Time 0.467 | Data 0.049 | Loss 0.1837 | IoU 0.526 [2021-06-11 21:35:04,084][root][INFO] - Lr: 3.511e-03 | Epoch: [54][370/372] | Time 0.467 | Data 0.049 | Loss 0.1837 | IoU 0.526 [2021-06-11 21:35:06,335][root][INFO] - Lr: 3.510e-03 | Epoch: [55][0/372] | Time 1.670 | Data 1.198 | Loss 0.1837 | IoU 0.526 [2021-06-11 21:35:11,121][root][INFO] - Lr: 3.507e-03 | Epoch: [55][10/372] | Time 0.589 | Data 0.166 | Loss 0.1837 | IoU 0.526 [2021-06-11 21:35:15,787][root][INFO] - Lr: 3.504e-03 | Epoch: [55][20/372] | Time 0.531 | Data 0.110 | Loss 0.1836 | IoU 0.526 [2021-06-11 21:35:20,412][root][INFO] - Lr: 3.500e-03 | Epoch: [55][30/372] | Time 0.509 | Data 0.090 | Loss 0.1836 | IoU 0.526 [2021-06-11 21:35:25,055][root][INFO] - Lr: 3.497e-03 | Epoch: [55][40/372] | Time 0.498 | Data 0.079 | Loss 0.1836 | IoU 0.526 [2021-06-11 21:35:29,680][root][INFO] - Lr: 3.493e-03 | Epoch: [55][50/372] | Time 0.491 | Data 0.072 | Loss 0.1835 | IoU 0.527 [2021-06-11 21:35:34,327][root][INFO] - Lr: 3.490e-03 | Epoch: [55][60/372] | Time 0.487 | Data 0.068 | Loss 0.1835 | IoU 0.527 [2021-06-11 21:35:38,942][root][INFO] - Lr: 3.487e-03 | Epoch: [55][70/372] | Time 0.483 | Data 0.065 | Loss 0.1835 | IoU 0.527 [2021-06-11 21:35:43,573][root][INFO] - Lr: 3.483e-03 | Epoch: [55][80/372] | Time 0.481 | Data 0.062 | Loss 0.1835 | IoU 0.527 [2021-06-11 21:35:48,205][root][INFO] - Lr: 3.480e-03 | Epoch: [55][90/372] | Time 0.479 | Data 0.061 | Loss 0.1834 | IoU 0.527 [2021-06-11 21:35:52,834][root][INFO] - Lr: 3.476e-03 | Epoch: [55][100/372] | Time 0.477 | Data 0.059 | Loss 0.1834 | IoU 0.527 [2021-06-11 21:35:57,481][root][INFO] - Lr: 3.473e-03 | Epoch: [55][110/372] | Time 0.476 | Data 0.058 | Loss 0.1834 | IoU 0.527 [2021-06-11 21:36:02,142][root][INFO] - Lr: 3.470e-03 | Epoch: [55][120/372] | Time 0.475 | Data 0.057 | Loss 0.1833 | IoU 0.527 [2021-06-11 21:36:06,820][root][INFO] - Lr: 3.466e-03 | Epoch: [55][130/372] | Time 0.475 | Data 0.057 | Loss 0.1833 | IoU 0.527 [2021-06-11 21:36:11,466][root][INFO] - Lr: 3.463e-03 | Epoch: [55][140/372] | Time 0.474 | Data 0.056 | Loss 0.1833 | IoU 0.527 [2021-06-11 21:36:16,106][root][INFO] - Lr: 3.459e-03 | Epoch: [55][150/372] | Time 0.473 | Data 0.055 | Loss 0.1832 | IoU 0.527 [2021-06-11 21:36:20,736][root][INFO] - Lr: 3.456e-03 | Epoch: [55][160/372] | Time 0.473 | Data 0.055 | Loss 0.1832 | IoU 0.527 [2021-06-11 21:36:25,405][root][INFO] - Lr: 3.453e-03 | Epoch: [55][170/372] | Time 0.472 | Data 0.054 | Loss 0.1832 | IoU 0.527 [2021-06-11 21:36:30,071][root][INFO] - Lr: 3.449e-03 | Epoch: [55][180/372] | Time 0.472 | Data 0.054 | Loss 0.1832 | IoU 0.527 [2021-06-11 21:36:34,698][root][INFO] - Lr: 3.446e-03 | Epoch: [55][190/372] | Time 0.472 | Data 0.054 | Loss 0.1831 | IoU 0.527 [2021-06-11 21:36:39,335][root][INFO] - Lr: 3.442e-03 | Epoch: [55][200/372] | Time 0.471 | Data 0.053 | Loss 0.1831 | IoU 0.527 [2021-06-11 21:36:43,971][root][INFO] - Lr: 3.439e-03 | Epoch: [55][210/372] | Time 0.471 | Data 0.053 | Loss 0.1831 | IoU 0.527 [2021-06-11 21:36:48,591][root][INFO] - Lr: 3.436e-03 | Epoch: [55][220/372] | Time 0.470 | Data 0.052 | Loss 0.1830 | IoU 0.527 [2021-06-11 21:36:53,222][root][INFO] - Lr: 3.432e-03 | Epoch: [55][230/372] | Time 0.470 | Data 0.052 | Loss 0.1830 | IoU 0.527 [2021-06-11 21:36:57,856][root][INFO] - Lr: 3.429e-03 | Epoch: [55][240/372] | Time 0.470 | Data 0.052 | Loss 0.1830 | IoU 0.527 [2021-06-11 21:37:02,491][root][INFO] - Lr: 3.425e-03 | Epoch: [55][250/372] | Time 0.470 | Data 0.052 | Loss 0.1830 | IoU 0.527 [2021-06-11 21:37:07,162][root][INFO] - Lr: 3.422e-03 | Epoch: [55][260/372] | Time 0.469 | Data 0.052 | Loss 0.1829 | IoU 0.527 [2021-06-11 21:37:11,801][root][INFO] - Lr: 3.419e-03 | Epoch: [55][270/372] | Time 0.469 | Data 0.051 | Loss 0.1829 | IoU 0.527 [2021-06-11 21:37:16,437][root][INFO] - Lr: 3.415e-03 | Epoch: [55][280/372] | Time 0.469 | Data 0.051 | Loss 0.1829 | IoU 0.527 [2021-06-11 21:37:21,068][root][INFO] - Lr: 3.412e-03 | Epoch: [55][290/372] | Time 0.469 | Data 0.051 | Loss 0.1828 | IoU 0.527 [2021-06-11 21:37:25,705][root][INFO] - Lr: 3.408e-03 | Epoch: [55][300/372] | Time 0.469 | Data 0.051 | Loss 0.1828 | IoU 0.528 [2021-06-11 21:37:30,332][root][INFO] - Lr: 3.405e-03 | Epoch: [55][310/372] | Time 0.468 | Data 0.051 | Loss 0.1828 | IoU 0.528 [2021-06-11 21:37:34,966][root][INFO] - Lr: 3.401e-03 | Epoch: [55][320/372] | Time 0.468 | Data 0.050 | Loss 0.1828 | IoU 0.528 [2021-06-11 21:37:39,664][root][INFO] - Lr: 3.398e-03 | Epoch: [55][330/372] | Time 0.468 | Data 0.050 | Loss 0.1827 | IoU 0.528 [2021-06-11 21:37:44,318][root][INFO] - Lr: 3.395e-03 | Epoch: [55][340/372] | Time 0.468 | Data 0.050 | Loss 0.1827 | IoU 0.528 [2021-06-11 21:37:48,974][root][INFO] - Lr: 3.391e-03 | Epoch: [55][350/372] | Time 0.468 | Data 0.050 | Loss 0.1827 | IoU 0.528 [2021-06-11 21:37:53,597][root][INFO] - Lr: 3.388e-03 | Epoch: [55][360/372] | Time 0.468 | Data 0.050 | Loss 0.1826 | IoU 0.528 [2021-06-11 21:37:58,199][root][INFO] - Lr: 3.384e-03 | Epoch: [55][370/372] | Time 0.468 | Data 0.050 | Loss 0.1826 | IoU 0.528 [2021-06-11 21:37:58,977][root][INFO] - 0/500 [2021-06-11 21:37:59,124][root][INFO] - 1/500 [2021-06-11 21:37:59,231][root][INFO] - 2/500 [2021-06-11 21:37:59,361][root][INFO] - 3/500 [2021-06-11 21:37:59,456][root][INFO] - 4/500 [2021-06-11 21:37:59,572][root][INFO] - 5/500 [2021-06-11 21:37:59,641][root][INFO] - 6/500 [2021-06-11 21:37:59,740][root][INFO] - 7/500 [2021-06-11 21:37:59,817][root][INFO] - 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495/500 [2021-06-11 21:38:46,508][root][INFO] - 496/500 [2021-06-11 21:38:46,579][root][INFO] - 497/500 [2021-06-11 21:38:46,650][root][INFO] - 498/500 [2021-06-11 21:38:46,721][root][INFO] - 499/500 [2021-06-11 21:38:46,889][root][INFO] - Validation set: Time avg per batch 0.096 Loss avg 0.2905 IoU avg 0.561 [2021-06-11 21:38:46,892][root][INFO] - ---> save checkpoint [2021-06-11 21:38:52,003][root][INFO] - Lr: 3.384e-03 | Epoch: [56][0/372] | Time 1.675 | Data 1.168 | Loss 0.1826 | IoU 0.528 [2021-06-11 21:38:56,805][root][INFO] - Lr: 3.380e-03 | Epoch: [56][10/372] | Time 0.591 | Data 0.166 | Loss 0.1826 | IoU 0.528 [2021-06-11 21:39:01,425][root][INFO] - Lr: 3.377e-03 | Epoch: [56][20/372] | Time 0.529 | Data 0.109 | Loss 0.1826 | IoU 0.528 [2021-06-11 21:39:06,007][root][INFO] - Lr: 3.373e-03 | Epoch: [56][30/372] | Time 0.506 | Data 0.088 | Loss 0.1825 | IoU 0.528 [2021-06-11 21:39:10,614][root][INFO] - Lr: 3.370e-03 | Epoch: [56][40/372] | Time 0.495 | Data 0.078 | Loss 0.1825 | IoU 0.528 [2021-06-11 21:39:15,223][root][INFO] - Lr: 3.367e-03 | Epoch: [56][50/372] | Time 0.489 | Data 0.072 | Loss 0.1825 | IoU 0.528 [2021-06-11 21:39:19,852][root][INFO] - Lr: 3.363e-03 | Epoch: [56][60/372] | Time 0.484 | Data 0.068 | Loss 0.1824 | IoU 0.528 [2021-06-11 21:39:24,449][root][INFO] - Lr: 3.360e-03 | Epoch: [56][70/372] | Time 0.481 | Data 0.064 | Loss 0.1824 | IoU 0.528 [2021-06-11 21:39:29,055][root][INFO] - Lr: 3.356e-03 | Epoch: [56][80/372] | Time 0.478 | Data 0.062 | Loss 0.1824 | IoU 0.528 [2021-06-11 21:39:33,668][root][INFO] - Lr: 3.353e-03 | Epoch: [56][90/372] | Time 0.476 | Data 0.060 | Loss 0.1824 | IoU 0.528 [2021-06-11 21:39:38,290][root][INFO] - Lr: 3.350e-03 | Epoch: [56][100/372] | Time 0.475 | Data 0.059 | Loss 0.1823 | IoU 0.528 [2021-06-11 21:39:42,948][root][INFO] - Lr: 3.346e-03 | Epoch: [56][110/372] | Time 0.474 | Data 0.058 | Loss 0.1823 | IoU 0.528 [2021-06-11 21:39:47,557][root][INFO] - Lr: 3.343e-03 | Epoch: [56][120/372] | Time 0.473 | Data 0.057 | Loss 0.1823 | IoU 0.528 [2021-06-11 21:39:52,193][root][INFO] - Lr: 3.339e-03 | Epoch: [56][130/372] | Time 0.472 | Data 0.056 | Loss 0.1822 | IoU 0.528 [2021-06-11 21:39:56,832][root][INFO] - Lr: 3.336e-03 | Epoch: [56][140/372] | Time 0.472 | Data 0.055 | Loss 0.1822 | IoU 0.528 [2021-06-11 21:40:01,469][root][INFO] - Lr: 3.333e-03 | Epoch: [56][150/372] | Time 0.471 | Data 0.055 | Loss 0.1822 | IoU 0.528 [2021-06-11 21:40:06,103][root][INFO] - Lr: 3.329e-03 | Epoch: [56][160/372] | Time 0.471 | Data 0.054 | Loss 0.1822 | IoU 0.528 [2021-06-11 21:40:10,714][root][INFO] - Lr: 3.326e-03 | Epoch: [56][170/372] | Time 0.470 | Data 0.054 | Loss 0.1821 | IoU 0.528 [2021-06-11 21:40:15,358][root][INFO] - Lr: 3.322e-03 | Epoch: [56][180/372] | Time 0.470 | Data 0.053 | Loss 0.1821 | IoU 0.528 [2021-06-11 21:40:19,978][root][INFO] - Lr: 3.319e-03 | Epoch: [56][190/372] | Time 0.469 | Data 0.053 | Loss 0.1821 | IoU 0.529 [2021-06-11 21:40:24,631][root][INFO] - Lr: 3.315e-03 | Epoch: [56][200/372] | Time 0.469 | Data 0.053 | Loss 0.1820 | IoU 0.529 [2021-06-11 21:40:29,270][root][INFO] - Lr: 3.312e-03 | Epoch: [56][210/372] | Time 0.469 | Data 0.052 | Loss 0.1820 | IoU 0.529 [2021-06-11 21:40:33,904][root][INFO] - Lr: 3.309e-03 | Epoch: [56][220/372] | Time 0.469 | Data 0.052 | Loss 0.1820 | IoU 0.529 [2021-06-11 21:40:38,568][root][INFO] - Lr: 3.305e-03 | Epoch: [56][230/372] | Time 0.469 | Data 0.052 | Loss 0.1820 | IoU 0.529 [2021-06-11 21:40:43,212][root][INFO] - Lr: 3.302e-03 | Epoch: [56][240/372] | Time 0.468 | Data 0.052 | Loss 0.1819 | IoU 0.529 [2021-06-11 21:40:47,861][root][INFO] - Lr: 3.298e-03 | Epoch: [56][250/372] | Time 0.468 | Data 0.051 | Loss 0.1819 | IoU 0.529 [2021-06-11 21:40:52,509][root][INFO] - Lr: 3.295e-03 | Epoch: [56][260/372] | Time 0.468 | Data 0.051 | Loss 0.1819 | IoU 0.529 [2021-06-11 21:40:57,134][root][INFO] - Lr: 3.291e-03 | Epoch: [56][270/372] | Time 0.468 | Data 0.051 | Loss 0.1818 | IoU 0.529 [2021-06-11 21:41:01,760][root][INFO] - Lr: 3.288e-03 | Epoch: [56][280/372] | Time 0.468 | Data 0.051 | Loss 0.1818 | IoU 0.529 [2021-06-11 21:41:06,411][root][INFO] - Lr: 3.285e-03 | Epoch: [56][290/372] | Time 0.468 | Data 0.051 | Loss 0.1818 | IoU 0.529 [2021-06-11 21:41:11,068][root][INFO] - Lr: 3.281e-03 | Epoch: [56][300/372] | Time 0.468 | Data 0.051 | Loss 0.1818 | IoU 0.529 [2021-06-11 21:41:15,707][root][INFO] - Lr: 3.278e-03 | Epoch: [56][310/372] | Time 0.468 | Data 0.050 | Loss 0.1817 | IoU 0.529 [2021-06-11 21:41:20,366][root][INFO] - Lr: 3.274e-03 | Epoch: [56][320/372] | Time 0.467 | Data 0.050 | Loss 0.1817 | IoU 0.529 [2021-06-11 21:41:25,012][root][INFO] - Lr: 3.271e-03 | Epoch: [56][330/372] | Time 0.467 | Data 0.050 | Loss 0.1817 | IoU 0.529 [2021-06-11 21:41:29,689][root][INFO] - Lr: 3.268e-03 | Epoch: [56][340/372] | Time 0.467 | Data 0.050 | Loss 0.1816 | IoU 0.529 [2021-06-11 21:41:34,336][root][INFO] - Lr: 3.264e-03 | Epoch: [56][350/372] | Time 0.467 | Data 0.050 | Loss 0.1816 | IoU 0.529 [2021-06-11 21:41:38,992][root][INFO] - Lr: 3.261e-03 | Epoch: [56][360/372] | Time 0.467 | Data 0.050 | Loss 0.1816 | IoU 0.529 [2021-06-11 21:41:43,577][root][INFO] - Lr: 3.257e-03 | Epoch: [56][370/372] | Time 0.467 | Data 0.050 | Loss 0.1816 | IoU 0.529 [2021-06-11 21:41:45,754][root][INFO] - Lr: 3.257e-03 | Epoch: [57][0/372] | Time 1.607 | Data 1.180 | Loss 0.1816 | IoU 0.529 [2021-06-11 21:41:50,501][root][INFO] - Lr: 3.253e-03 | Epoch: [57][10/372] | Time 0.580 | Data 0.153 | Loss 0.1815 | IoU 0.529 [2021-06-11 21:41:55,142][root][INFO] - Lr: 3.250e-03 | Epoch: [57][20/372] | Time 0.525 | Data 0.102 | Loss 0.1815 | IoU 0.529 [2021-06-11 21:41:59,785][root][INFO] - Lr: 3.246e-03 | Epoch: [57][30/372] | Time 0.505 | Data 0.084 | Loss 0.1815 | IoU 0.529 [2021-06-11 21:42:04,416][root][INFO] - Lr: 3.243e-03 | Epoch: [57][40/372] | Time 0.495 | Data 0.075 | Loss 0.1814 | IoU 0.529 [2021-06-11 21:42:09,073][root][INFO] - Lr: 3.239e-03 | Epoch: [57][50/372] | Time 0.489 | Data 0.069 | Loss 0.1814 | IoU 0.529 [2021-06-11 21:42:13,746][root][INFO] - Lr: 3.236e-03 | Epoch: [57][60/372] | Time 0.486 | Data 0.066 | Loss 0.1814 | IoU 0.530 [2021-06-11 21:42:18,396][root][INFO] - Lr: 3.233e-03 | Epoch: [57][70/372] | Time 0.483 | Data 0.063 | Loss 0.1814 | IoU 0.530 [2021-06-11 21:42:23,043][root][INFO] - Lr: 3.229e-03 | Epoch: [57][80/372] | Time 0.480 | Data 0.061 | Loss 0.1813 | IoU 0.530 [2021-06-11 21:42:27,684][root][INFO] - Lr: 3.226e-03 | Epoch: [57][90/372] | Time 0.479 | Data 0.059 | Loss 0.1813 | IoU 0.530 [2021-06-11 21:42:32,372][root][INFO] - Lr: 3.222e-03 | Epoch: [57][100/372] | Time 0.478 | Data 0.058 | Loss 0.1813 | IoU 0.530 [2021-06-11 21:42:37,020][root][INFO] - Lr: 3.219e-03 | Epoch: [57][110/372] | Time 0.476 | Data 0.057 | Loss 0.1813 | IoU 0.530 [2021-06-11 21:42:41,689][root][INFO] - Lr: 3.215e-03 | Epoch: [57][120/372] | Time 0.476 | Data 0.056 | Loss 0.1812 | IoU 0.530 [2021-06-11 21:42:46,334][root][INFO] - Lr: 3.212e-03 | Epoch: [57][130/372] | Time 0.475 | Data 0.056 | Loss 0.1812 | IoU 0.530 [2021-06-11 21:42:50,965][root][INFO] - Lr: 3.209e-03 | Epoch: [57][140/372] | Time 0.474 | Data 0.055 | Loss 0.1812 | IoU 0.530 [2021-06-11 21:42:55,611][root][INFO] - Lr: 3.205e-03 | Epoch: [57][150/372] | Time 0.473 | Data 0.054 | Loss 0.1811 | IoU 0.530 [2021-06-11 21:43:00,257][root][INFO] - Lr: 3.202e-03 | Epoch: [57][160/372] | Time 0.473 | Data 0.054 | Loss 0.1811 | IoU 0.530 [2021-06-11 21:43:04,914][root][INFO] - Lr: 3.198e-03 | Epoch: [57][170/372] | Time 0.472 | Data 0.053 | Loss 0.1811 | IoU 0.530 [2021-06-11 21:43:09,573][root][INFO] - Lr: 3.195e-03 | Epoch: [57][180/372] | Time 0.472 | Data 0.053 | Loss 0.1810 | IoU 0.530 [2021-06-11 21:43:14,216][root][INFO] - Lr: 3.191e-03 | Epoch: [57][190/372] | Time 0.472 | Data 0.053 | Loss 0.1810 | IoU 0.530 [2021-06-11 21:43:18,840][root][INFO] - Lr: 3.188e-03 | Epoch: [57][200/372] | Time 0.471 | Data 0.052 | Loss 0.1810 | IoU 0.530 [2021-06-11 21:43:23,487][root][INFO] - Lr: 3.185e-03 | Epoch: [57][210/372] | Time 0.471 | Data 0.052 | Loss 0.1810 | IoU 0.530 [2021-06-11 21:43:28,119][root][INFO] - Lr: 3.181e-03 | Epoch: [57][220/372] | Time 0.471 | Data 0.052 | Loss 0.1809 | IoU 0.530 [2021-06-11 21:43:32,793][root][INFO] - Lr: 3.178e-03 | Epoch: [57][230/372] | Time 0.470 | Data 0.051 | Loss 0.1809 | IoU 0.530 [2021-06-11 21:43:37,440][root][INFO] - Lr: 3.174e-03 | Epoch: [57][240/372] | Time 0.470 | Data 0.051 | Loss 0.1809 | IoU 0.530 [2021-06-11 21:43:42,073][root][INFO] - Lr: 3.171e-03 | Epoch: [57][250/372] | Time 0.470 | Data 0.051 | Loss 0.1809 | IoU 0.530 [2021-06-11 21:43:46,725][root][INFO] - Lr: 3.167e-03 | Epoch: [57][260/372] | Time 0.470 | Data 0.051 | Loss 0.1808 | IoU 0.530 [2021-06-11 21:43:51,389][root][INFO] - Lr: 3.164e-03 | Epoch: [57][270/372] | Time 0.470 | Data 0.051 | Loss 0.1808 | IoU 0.530 [2021-06-11 21:43:56,037][root][INFO] - Lr: 3.160e-03 | Epoch: [57][280/372] | Time 0.469 | Data 0.050 | Loss 0.1808 | IoU 0.530 [2021-06-11 21:44:00,652][root][INFO] - Lr: 3.157e-03 | Epoch: [57][290/372] | Time 0.469 | Data 0.050 | Loss 0.1807 | IoU 0.530 [2021-06-11 21:44:05,329][root][INFO] - Lr: 3.154e-03 | Epoch: [57][300/372] | Time 0.469 | Data 0.050 | Loss 0.1807 | IoU 0.530 [2021-06-11 21:44:09,982][root][INFO] - Lr: 3.150e-03 | Epoch: [57][310/372] | Time 0.469 | Data 0.050 | Loss 0.1807 | IoU 0.530 [2021-06-11 21:44:14,611][root][INFO] - Lr: 3.147e-03 | Epoch: [57][320/372] | Time 0.469 | Data 0.050 | Loss 0.1807 | IoU 0.531 [2021-06-11 21:44:19,297][root][INFO] - Lr: 3.143e-03 | Epoch: [57][330/372] | Time 0.469 | Data 0.050 | Loss 0.1806 | IoU 0.531 [2021-06-11 21:44:23,923][root][INFO] - Lr: 3.140e-03 | Epoch: [57][340/372] | Time 0.469 | Data 0.050 | Loss 0.1806 | IoU 0.531 [2021-06-11 21:44:28,562][root][INFO] - Lr: 3.136e-03 | Epoch: [57][350/372] | Time 0.468 | Data 0.050 | Loss 0.1806 | IoU 0.531 [2021-06-11 21:44:33,224][root][INFO] - Lr: 3.133e-03 | Epoch: [57][360/372] | Time 0.468 | Data 0.050 | Loss 0.1806 | IoU 0.531 [2021-06-11 21:44:37,824][root][INFO] - Lr: 3.130e-03 | Epoch: [57][370/372] | Time 0.468 | Data 0.049 | Loss 0.1805 | IoU 0.531 [2021-06-11 21:44:40,029][root][INFO] - Lr: 3.129e-03 | Epoch: [58][0/372] | Time 1.642 | Data 1.180 | Loss 0.1805 | IoU 0.531 [2021-06-11 21:44:44,909][root][INFO] - Lr: 3.125e-03 | Epoch: [58][10/372] | Time 0.595 | Data 0.162 | Loss 0.1805 | IoU 0.531 [2021-06-11 21:44:49,570][root][INFO] - Lr: 3.122e-03 | Epoch: [58][20/372] | Time 0.532 | Data 0.106 | Loss 0.1805 | IoU 0.531 [2021-06-11 21:44:54,217][root][INFO] - Lr: 3.119e-03 | Epoch: [58][30/372] | Time 0.511 | Data 0.088 | Loss 0.1804 | IoU 0.531 [2021-06-11 21:44:58,870][root][INFO] - Lr: 3.115e-03 | Epoch: [58][40/372] | Time 0.500 | Data 0.078 | Loss 0.1804 | IoU 0.531 [2021-06-11 21:45:03,521][root][INFO] - Lr: 3.112e-03 | Epoch: [58][50/372] | Time 0.493 | Data 0.072 | Loss 0.1804 | IoU 0.531 [2021-06-11 21:45:08,189][root][INFO] - Lr: 3.108e-03 | Epoch: [58][60/372] | Time 0.489 | Data 0.068 | Loss 0.1804 | IoU 0.531 [2021-06-11 21:45:12,892][root][INFO] - Lr: 3.105e-03 | Epoch: [58][70/372] | Time 0.486 | Data 0.065 | Loss 0.1803 | IoU 0.531 [2021-06-11 21:45:17,538][root][INFO] - Lr: 3.101e-03 | Epoch: [58][80/372] | Time 0.484 | Data 0.063 | Loss 0.1803 | IoU 0.531 [2021-06-11 21:45:22,174][root][INFO] - Lr: 3.098e-03 | Epoch: [58][90/372] | Time 0.481 | Data 0.061 | Loss 0.1803 | IoU 0.531 [2021-06-11 21:45:26,818][root][INFO] - Lr: 3.094e-03 | Epoch: [58][100/372] | Time 0.480 | Data 0.060 | Loss 0.1803 | IoU 0.531 [2021-06-11 21:45:31,489][root][INFO] - Lr: 3.091e-03 | Epoch: [58][110/372] | Time 0.479 | Data 0.059 | Loss 0.1802 | IoU 0.531 [2021-06-11 21:45:36,133][root][INFO] - Lr: 3.088e-03 | Epoch: [58][120/372] | Time 0.477 | Data 0.058 | Loss 0.1802 | IoU 0.531 [2021-06-11 21:45:40,775][root][INFO] - Lr: 3.084e-03 | Epoch: [58][130/372] | Time 0.476 | Data 0.057 | Loss 0.1802 | IoU 0.531 [2021-06-11 21:45:45,426][root][INFO] - Lr: 3.081e-03 | Epoch: [58][140/372] | Time 0.476 | Data 0.056 | Loss 0.1801 | IoU 0.531 [2021-06-11 21:45:50,061][root][INFO] - Lr: 3.077e-03 | Epoch: [58][150/372] | Time 0.475 | Data 0.055 | Loss 0.1801 | IoU 0.531 [2021-06-11 21:45:54,703][root][INFO] - Lr: 3.074e-03 | Epoch: [58][160/372] | Time 0.474 | Data 0.055 | Loss 0.1801 | IoU 0.531 [2021-06-11 21:45:59,340][root][INFO] - Lr: 3.070e-03 | Epoch: [58][170/372] | Time 0.474 | Data 0.054 | Loss 0.1800 | IoU 0.531 [2021-06-11 21:46:04,008][root][INFO] - Lr: 3.067e-03 | Epoch: [58][180/372] | Time 0.473 | Data 0.054 | Loss 0.1800 | IoU 0.531 [2021-06-11 21:46:08,608][root][INFO] - Lr: 3.063e-03 | Epoch: [58][190/372] | Time 0.472 | Data 0.053 | Loss 0.1800 | IoU 0.531 [2021-06-11 21:46:13,277][root][INFO] - Lr: 3.060e-03 | Epoch: [58][200/372] | Time 0.472 | Data 0.053 | Loss 0.1800 | IoU 0.531 [2021-06-11 21:46:17,915][root][INFO] - Lr: 3.057e-03 | Epoch: [58][210/372] | Time 0.472 | Data 0.052 | Loss 0.1799 | IoU 0.532 [2021-06-11 21:46:22,552][root][INFO] - Lr: 3.053e-03 | Epoch: [58][220/372] | Time 0.471 | Data 0.052 | Loss 0.1799 | IoU 0.532 [2021-06-11 21:46:27,183][root][INFO] - Lr: 3.050e-03 | Epoch: [58][230/372] | Time 0.471 | Data 0.052 | Loss 0.1799 | IoU 0.532 [2021-06-11 21:46:31,832][root][INFO] - Lr: 3.046e-03 | Epoch: [58][240/372] | Time 0.471 | Data 0.051 | Loss 0.1799 | IoU 0.532 [2021-06-11 21:46:36,473][root][INFO] - Lr: 3.043e-03 | Epoch: [58][250/372] | Time 0.471 | Data 0.051 | Loss 0.1798 | IoU 0.532 [2021-06-11 21:46:41,166][root][INFO] - Lr: 3.039e-03 | Epoch: [58][260/372] | Time 0.470 | Data 0.051 | Loss 0.1798 | IoU 0.532 [2021-06-11 21:46:45,814][root][INFO] - Lr: 3.036e-03 | Epoch: [58][270/372] | Time 0.470 | Data 0.051 | Loss 0.1798 | IoU 0.532 [2021-06-11 21:46:50,507][root][INFO] - Lr: 3.032e-03 | Epoch: [58][280/372] | Time 0.470 | Data 0.051 | Loss 0.1798 | IoU 0.532 [2021-06-11 21:46:55,174][root][INFO] - Lr: 3.029e-03 | Epoch: [58][290/372] | Time 0.470 | Data 0.051 | Loss 0.1797 | IoU 0.532 [2021-06-11 21:46:59,809][root][INFO] - Lr: 3.025e-03 | Epoch: [58][300/372] | Time 0.470 | Data 0.050 | Loss 0.1797 | IoU 0.532 [2021-06-11 21:47:04,413][root][INFO] - Lr: 3.022e-03 | Epoch: [58][310/372] | Time 0.470 | Data 0.050 | Loss 0.1797 | IoU 0.532 [2021-06-11 21:47:09,068][root][INFO] - Lr: 3.019e-03 | Epoch: [58][320/372] | Time 0.469 | Data 0.050 | Loss 0.1796 | IoU 0.532 [2021-06-11 21:47:13,758][root][INFO] - Lr: 3.015e-03 | Epoch: [58][330/372] | Time 0.469 | Data 0.050 | Loss 0.1796 | IoU 0.532 [2021-06-11 21:47:18,413][root][INFO] - Lr: 3.012e-03 | Epoch: [58][340/372] | Time 0.469 | Data 0.050 | Loss 0.1796 | IoU 0.532 [2021-06-11 21:47:23,046][root][INFO] - Lr: 3.008e-03 | Epoch: [58][350/372] | Time 0.469 | Data 0.050 | Loss 0.1796 | IoU 0.532 [2021-06-11 21:47:27,672][root][INFO] - Lr: 3.005e-03 | Epoch: [58][360/372] | Time 0.469 | Data 0.050 | Loss 0.1795 | IoU 0.532 [2021-06-11 21:47:32,274][root][INFO] - Lr: 3.001e-03 | Epoch: [58][370/372] | Time 0.469 | Data 0.050 | Loss 0.1795 | IoU 0.532 [2021-06-11 21:47:34,516][root][INFO] - Lr: 3.001e-03 | Epoch: [59][0/372] | Time 1.680 | Data 1.253 | Loss 0.1795 | IoU 0.532 [2021-06-11 21:47:39,308][root][INFO] - Lr: 2.997e-03 | Epoch: [59][10/372] | Time 0.591 | Data 0.170 | Loss 0.1795 | IoU 0.532 [2021-06-11 21:47:43,951][root][INFO] - Lr: 2.994e-03 | Epoch: [59][20/372] | Time 0.531 | Data 0.112 | Loss 0.1795 | IoU 0.532 [2021-06-11 21:47:48,591][root][INFO] - Lr: 2.990e-03 | Epoch: [59][30/372] | Time 0.509 | Data 0.090 | Loss 0.1794 | IoU 0.532 [2021-06-11 21:47:53,248][root][INFO] - Lr: 2.987e-03 | Epoch: [59][40/372] | Time 0.499 | Data 0.080 | Loss 0.1794 | IoU 0.532 [2021-06-11 21:47:57,872][root][INFO] - Lr: 2.983e-03 | Epoch: [59][50/372] | Time 0.491 | Data 0.073 | Loss 0.1794 | IoU 0.532 [2021-06-11 21:48:02,496][root][INFO] - Lr: 2.980e-03 | Epoch: [59][60/372] | Time 0.487 | Data 0.068 | Loss 0.1794 | IoU 0.532 [2021-06-11 21:48:07,111][root][INFO] - Lr: 2.976e-03 | Epoch: [59][70/372] | Time 0.483 | Data 0.065 | Loss 0.1793 | IoU 0.532 [2021-06-11 21:48:11,768][root][INFO] - Lr: 2.973e-03 | Epoch: [59][80/372] | Time 0.481 | Data 0.063 | Loss 0.1793 | IoU 0.532 [2021-06-11 21:48:16,422][root][INFO] - Lr: 2.969e-03 | Epoch: [59][90/372] | Time 0.479 | Data 0.061 | Loss 0.1793 | IoU 0.532 [2021-06-11 21:48:21,113][root][INFO] - Lr: 2.966e-03 | Epoch: [59][100/372] | Time 0.478 | Data 0.060 | Loss 0.1792 | IoU 0.532 [2021-06-11 21:48:25,725][root][INFO] - Lr: 2.963e-03 | Epoch: [59][110/372] | Time 0.477 | Data 0.058 | Loss 0.1792 | IoU 0.533 [2021-06-11 21:48:30,331][root][INFO] - Lr: 2.959e-03 | Epoch: [59][120/372] | Time 0.475 | Data 0.057 | Loss 0.1792 | IoU 0.533 [2021-06-11 21:48:34,953][root][INFO] - Lr: 2.956e-03 | Epoch: [59][130/372] | Time 0.474 | Data 0.056 | Loss 0.1792 | IoU 0.533 [2021-06-11 21:48:39,578][root][INFO] - Lr: 2.952e-03 | Epoch: [59][140/372] | Time 0.474 | Data 0.055 | Loss 0.1791 | IoU 0.533 [2021-06-11 21:48:44,217][root][INFO] - Lr: 2.949e-03 | Epoch: [59][150/372] | Time 0.473 | Data 0.054 | Loss 0.1791 | IoU 0.533 [2021-06-11 21:48:48,857][root][INFO] - Lr: 2.945e-03 | Epoch: [59][160/372] | Time 0.472 | Data 0.054 | Loss 0.1791 | IoU 0.533 [2021-06-11 21:48:53,497][root][INFO] - Lr: 2.942e-03 | Epoch: [59][170/372] | Time 0.472 | Data 0.053 | Loss 0.1791 | IoU 0.533 [2021-06-11 21:48:58,158][root][INFO] - Lr: 2.938e-03 | Epoch: [59][180/372] | Time 0.472 | Data 0.053 | Loss 0.1790 | IoU 0.533 [2021-06-11 21:49:02,799][root][INFO] - Lr: 2.935e-03 | Epoch: [59][190/372] | Time 0.471 | Data 0.053 | Loss 0.1790 | IoU 0.533 [2021-06-11 21:49:07,463][root][INFO] - Lr: 2.931e-03 | Epoch: [59][200/372] | Time 0.471 | Data 0.052 | Loss 0.1790 | IoU 0.533 [2021-06-11 21:49:12,090][root][INFO] - Lr: 2.928e-03 | Epoch: [59][210/372] | Time 0.471 | Data 0.052 | Loss 0.1790 | IoU 0.533 [2021-06-11 21:49:16,788][root][INFO] - Lr: 2.924e-03 | Epoch: [59][220/372] | Time 0.470 | Data 0.052 | Loss 0.1789 | IoU 0.533 [2021-06-11 21:49:21,428][root][INFO] - Lr: 2.921e-03 | Epoch: [59][230/372] | Time 0.470 | Data 0.052 | Loss 0.1789 | IoU 0.533 [2021-06-11 21:49:26,069][root][INFO] - Lr: 2.917e-03 | Epoch: [59][240/372] | Time 0.470 | Data 0.052 | Loss 0.1789 | IoU 0.533 [2021-06-11 21:49:30,720][root][INFO] - Lr: 2.914e-03 | Epoch: [59][250/372] | Time 0.470 | Data 0.051 | Loss 0.1789 | IoU 0.533 [2021-06-11 21:49:35,358][root][INFO] - Lr: 2.911e-03 | Epoch: [59][260/372] | Time 0.470 | Data 0.051 | Loss 0.1788 | IoU 0.533 [2021-06-11 21:49:39,983][root][INFO] - Lr: 2.907e-03 | Epoch: [59][270/372] | Time 0.469 | Data 0.051 | Loss 0.1788 | IoU 0.533 [2021-06-11 21:49:44,619][root][INFO] - Lr: 2.904e-03 | Epoch: [59][280/372] | Time 0.469 | Data 0.051 | Loss 0.1788 | IoU 0.533 [2021-06-11 21:49:49,263][root][INFO] - Lr: 2.900e-03 | Epoch: [59][290/372] | Time 0.469 | Data 0.051 | Loss 0.1787 | IoU 0.533 [2021-06-11 21:49:53,919][root][INFO] - Lr: 2.897e-03 | Epoch: [59][300/372] | Time 0.469 | Data 0.050 | Loss 0.1787 | IoU 0.533 [2021-06-11 21:49:58,596][root][INFO] - Lr: 2.893e-03 | Epoch: [59][310/372] | Time 0.469 | Data 0.050 | Loss 0.1787 | IoU 0.533 [2021-06-11 21:50:03,256][root][INFO] - Lr: 2.890e-03 | Epoch: [59][320/372] | Time 0.469 | Data 0.050 | Loss 0.1787 | IoU 0.533 [2021-06-11 21:50:07,935][root][INFO] - Lr: 2.886e-03 | Epoch: [59][330/372] | Time 0.469 | Data 0.050 | Loss 0.1786 | IoU 0.533 [2021-06-11 21:50:12,579][root][INFO] - Lr: 2.883e-03 | Epoch: [59][340/372] | Time 0.469 | Data 0.050 | Loss 0.1786 | IoU 0.533 [2021-06-11 21:50:17,253][root][INFO] - Lr: 2.879e-03 | Epoch: [59][350/372] | Time 0.469 | Data 0.050 | Loss 0.1786 | IoU 0.533 [2021-06-11 21:50:21,913][root][INFO] - Lr: 2.876e-03 | Epoch: [59][360/372] | Time 0.468 | Data 0.050 | Loss 0.1786 | IoU 0.533 [2021-06-11 21:50:26,511][root][INFO] - Lr: 2.872e-03 | Epoch: [59][370/372] | Time 0.468 | Data 0.050 | Loss 0.1785 | IoU 0.533 [2021-06-11 21:50:28,707][root][INFO] - Lr: 2.872e-03 | Epoch: [60][0/372] | Time 1.620 | Data 1.191 | Loss 0.1785 | IoU 0.533 [2021-06-11 21:50:33,588][root][INFO] - Lr: 2.868e-03 | Epoch: [60][10/372] | Time 0.595 | Data 0.166 | Loss 0.1785 | IoU 0.534 [2021-06-11 21:50:38,243][root][INFO] - Lr: 2.865e-03 | Epoch: [60][20/372] | Time 0.534 | Data 0.109 | Loss 0.1785 | IoU 0.534 [2021-06-11 21:50:42,886][root][INFO] - Lr: 2.861e-03 | Epoch: [60][30/372] | Time 0.511 | Data 0.089 | Loss 0.1784 | IoU 0.534 [2021-06-11 21:50:47,513][root][INFO] - Lr: 2.858e-03 | Epoch: [60][40/372] | Time 0.499 | Data 0.078 | Loss 0.1784 | IoU 0.534 [2021-06-11 21:50:52,152][root][INFO] - Lr: 2.854e-03 | Epoch: [60][50/372] | Time 0.492 | Data 0.072 | Loss 0.1784 | IoU 0.534 [2021-06-11 21:50:56,773][root][INFO] - Lr: 2.851e-03 | Epoch: [60][60/372] | Time 0.487 | Data 0.067 | Loss 0.1784 | IoU 0.534 [2021-06-11 21:51:01,414][root][INFO] - Lr: 2.847e-03 | Epoch: [60][70/372] | Time 0.484 | Data 0.064 | Loss 0.1783 | IoU 0.534 [2021-06-11 21:51:06,061][root][INFO] - Lr: 2.844e-03 | Epoch: [60][80/372] | Time 0.482 | Data 0.062 | Loss 0.1783 | IoU 0.534 [2021-06-11 21:51:10,674][root][INFO] - Lr: 2.840e-03 | Epoch: [60][90/372] | Time 0.479 | Data 0.060 | Loss 0.1783 | IoU 0.534 [2021-06-11 21:51:15,301][root][INFO] - Lr: 2.837e-03 | Epoch: [60][100/372] | Time 0.478 | Data 0.059 | Loss 0.1783 | IoU 0.534 [2021-06-11 21:51:19,921][root][INFO] - Lr: 2.833e-03 | Epoch: [60][110/372] | Time 0.476 | Data 0.057 | Loss 0.1782 | IoU 0.534 [2021-06-11 21:51:24,580][root][INFO] - Lr: 2.830e-03 | Epoch: [60][120/372] | Time 0.476 | Data 0.057 | Loss 0.1782 | IoU 0.534 [2021-06-11 21:51:29,204][root][INFO] - Lr: 2.826e-03 | Epoch: [60][130/372] | Time 0.475 | Data 0.056 | Loss 0.1782 | IoU 0.534 [2021-06-11 21:51:33,891][root][INFO] - Lr: 2.823e-03 | Epoch: [60][140/372] | Time 0.474 | Data 0.055 | Loss 0.1782 | IoU 0.534 [2021-06-11 21:51:38,543][root][INFO] - Lr: 2.819e-03 | Epoch: [60][150/372] | Time 0.474 | Data 0.055 | Loss 0.1781 | IoU 0.534 [2021-06-11 21:51:43,181][root][INFO] - Lr: 2.816e-03 | Epoch: [60][160/372] | Time 0.473 | Data 0.054 | Loss 0.1781 | IoU 0.534 [2021-06-11 21:51:47,836][root][INFO] - Lr: 2.813e-03 | Epoch: [60][170/372] | Time 0.472 | Data 0.054 | Loss 0.1781 | IoU 0.534 [2021-06-11 21:51:52,471][root][INFO] - Lr: 2.809e-03 | Epoch: [60][180/372] | Time 0.472 | Data 0.053 | Loss 0.1781 | IoU 0.534 [2021-06-11 21:51:57,095][root][INFO] - Lr: 2.806e-03 | Epoch: [60][190/372] | Time 0.471 | Data 0.053 | Loss 0.1780 | IoU 0.534 [2021-06-11 21:52:01,738][root][INFO] - Lr: 2.802e-03 | Epoch: [60][200/372] | Time 0.471 | Data 0.052 | Loss 0.1780 | IoU 0.534 [2021-06-11 21:52:06,399][root][INFO] - Lr: 2.799e-03 | Epoch: [60][210/372] | Time 0.471 | Data 0.052 | Loss 0.1780 | IoU 0.534 [2021-06-11 21:52:11,069][root][INFO] - Lr: 2.795e-03 | Epoch: [60][220/372] | Time 0.471 | Data 0.052 | Loss 0.1780 | IoU 0.534 [2021-06-11 21:52:15,710][root][INFO] - Lr: 2.792e-03 | Epoch: [60][230/372] | Time 0.470 | Data 0.052 | Loss 0.1779 | IoU 0.534 [2021-06-11 21:52:20,407][root][INFO] - Lr: 2.788e-03 | Epoch: [60][240/372] | Time 0.470 | Data 0.051 | Loss 0.1779 | IoU 0.534 [2021-06-11 21:52:25,065][root][INFO] - Lr: 2.785e-03 | Epoch: [60][250/372] | Time 0.470 | Data 0.051 | Loss 0.1779 | IoU 0.534 [2021-06-11 21:52:29,736][root][INFO] - Lr: 2.781e-03 | Epoch: [60][260/372] | Time 0.470 | Data 0.051 | Loss 0.1779 | IoU 0.534 [2021-06-11 21:52:34,396][root][INFO] - Lr: 2.778e-03 | Epoch: [60][270/372] | Time 0.470 | Data 0.051 | Loss 0.1778 | IoU 0.534 [2021-06-11 21:52:39,014][root][INFO] - Lr: 2.774e-03 | Epoch: [60][280/372] | Time 0.470 | Data 0.051 | Loss 0.1778 | IoU 0.535 [2021-06-11 21:52:43,661][root][INFO] - Lr: 2.771e-03 | Epoch: [60][290/372] | Time 0.469 | Data 0.051 | Loss 0.1778 | IoU 0.535 [2021-06-11 21:52:48,317][root][INFO] - Lr: 2.767e-03 | Epoch: [60][300/372] | Time 0.469 | Data 0.050 | Loss 0.1777 | IoU 0.535 [2021-06-11 21:52:52,945][root][INFO] - Lr: 2.764e-03 | Epoch: [60][310/372] | Time 0.469 | Data 0.050 | Loss 0.1777 | IoU 0.535 [2021-06-11 21:52:57,613][root][INFO] - Lr: 2.760e-03 | Epoch: [60][320/372] | Time 0.469 | Data 0.050 | Loss 0.1777 | IoU 0.535 [2021-06-11 21:53:02,239][root][INFO] - Lr: 2.757e-03 | Epoch: [60][330/372] | Time 0.469 | Data 0.050 | Loss 0.1777 | IoU 0.535 [2021-06-11 21:53:06,900][root][INFO] - Lr: 2.753e-03 | Epoch: [60][340/372] | Time 0.469 | Data 0.050 | Loss 0.1776 | IoU 0.535 [2021-06-11 21:53:11,551][root][INFO] - Lr: 2.750e-03 | Epoch: [60][350/372] | Time 0.469 | Data 0.050 | Loss 0.1776 | IoU 0.535 [2021-06-11 21:53:16,197][root][INFO] - Lr: 2.746e-03 | Epoch: [60][360/372] | Time 0.469 | Data 0.050 | Loss 0.1776 | IoU 0.535 [2021-06-11 21:53:20,776][root][INFO] - Lr: 2.743e-03 | Epoch: [60][370/372] | Time 0.468 | Data 0.050 | Loss 0.1776 | IoU 0.535 [2021-06-11 21:53:21,522][root][INFO] - 0/500 [2021-06-11 21:53:21,630][root][INFO] - 1/500 [2021-06-11 21:53:21,750][root][INFO] - 2/500 [2021-06-11 21:53:21,845][root][INFO] - 3/500 [2021-06-11 21:53:21,977][root][INFO] - 4/500 [2021-06-11 21:53:22,072][root][INFO] - 5/500 [2021-06-11 21:53:22,177][root][INFO] - 6/500 [2021-06-11 21:53:22,257][root][INFO] - 7/500 [2021-06-11 21:53:22,342][root][INFO] - 8/500 [2021-06-11 21:53:22,443][root][INFO] - 9/500 [2021-06-11 21:53:22,544][root][INFO] - 10/500 [2021-06-11 21:53:22,620][root][INFO] - 11/500 [2021-06-11 21:53:22,709][root][INFO] - 12/500 [2021-06-11 21:53:22,788][root][INFO] - 13/500 [2021-06-11 21:53:22,896][root][INFO] - 14/500 [2021-06-11 21:53:22,971][root][INFO] - 15/500 [2021-06-11 21:53:23,066][root][INFO] - 16/500 [2021-06-11 21:53:23,174][root][INFO] - 17/500 [2021-06-11 21:53:23,268][root][INFO] - 18/500 [2021-06-11 21:53:23,379][root][INFO] - 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485/500 [2021-06-11 21:54:08,396][root][INFO] - 486/500 [2021-06-11 21:54:08,481][root][INFO] - 487/500 [2021-06-11 21:54:08,590][root][INFO] - 488/500 [2021-06-11 21:54:08,681][root][INFO] - 489/500 [2021-06-11 21:54:08,782][root][INFO] - 490/500 [2021-06-11 21:54:08,878][root][INFO] - 491/500 [2021-06-11 21:54:09,006][root][INFO] - 492/500 [2021-06-11 21:54:09,077][root][INFO] - 493/500 [2021-06-11 21:54:09,148][root][INFO] - 494/500 [2021-06-11 21:54:09,219][root][INFO] - 495/500 [2021-06-11 21:54:09,290][root][INFO] - 496/500 [2021-06-11 21:54:09,372][root][INFO] - 497/500 [2021-06-11 21:54:09,443][root][INFO] - 498/500 [2021-06-11 21:54:09,514][root][INFO] - 499/500 [2021-06-11 21:54:09,652][root][INFO] - Validation set: Time avg per batch 0.097 Loss avg 0.2892 IoU avg 0.563 [2021-06-11 21:54:09,654][root][INFO] - ---> save checkpoint [2021-06-11 21:54:14,572][root][INFO] - Lr: 2.742e-03 | Epoch: [61][0/372] | Time 1.610 | Data 1.176 | Loss 0.1776 | IoU 0.535 [2021-06-11 21:54:19,406][root][INFO] - Lr: 2.739e-03 | Epoch: [61][10/372] | Time 0.585 | Data 0.169 | Loss 0.1775 | IoU 0.535 [2021-06-11 21:54:24,005][root][INFO] - Lr: 2.735e-03 | Epoch: [61][20/372] | Time 0.525 | Data 0.109 | Loss 0.1775 | IoU 0.535 [2021-06-11 21:54:28,599][root][INFO] - Lr: 2.732e-03 | Epoch: [61][30/372] | Time 0.504 | Data 0.089 | Loss 0.1775 | IoU 0.535 [2021-06-11 21:54:33,192][root][INFO] - Lr: 2.728e-03 | Epoch: [61][40/372] | Time 0.493 | Data 0.078 | Loss 0.1775 | IoU 0.535 [2021-06-11 21:54:37,821][root][INFO] - Lr: 2.725e-03 | Epoch: [61][50/372] | Time 0.487 | Data 0.072 | Loss 0.1774 | IoU 0.535 [2021-06-11 21:54:42,440][root][INFO] - Lr: 2.721e-03 | Epoch: [61][60/372] | Time 0.483 | Data 0.068 | Loss 0.1774 | IoU 0.535 [2021-06-11 21:54:47,067][root][INFO] - Lr: 2.718e-03 | Epoch: [61][70/372] | Time 0.480 | Data 0.065 | Loss 0.1774 | IoU 0.535 [2021-06-11 21:54:51,705][root][INFO] - Lr: 2.714e-03 | Epoch: [61][80/372] | Time 0.478 | Data 0.063 | Loss 0.1774 | IoU 0.535 [2021-06-11 21:54:56,362][root][INFO] - Lr: 2.711e-03 | Epoch: [61][90/372] | Time 0.477 | Data 0.061 | Loss 0.1773 | IoU 0.535 [2021-06-11 21:55:00,997][root][INFO] - Lr: 2.707e-03 | Epoch: [61][100/372] | Time 0.475 | Data 0.060 | Loss 0.1773 | IoU 0.535 [2021-06-11 21:55:05,633][root][INFO] - Lr: 2.704e-03 | Epoch: [61][110/372] | Time 0.474 | Data 0.059 | Loss 0.1773 | IoU 0.535 [2021-06-11 21:55:10,235][root][INFO] - Lr: 2.700e-03 | Epoch: [61][120/372] | Time 0.473 | Data 0.058 | Loss 0.1773 | IoU 0.535 [2021-06-11 21:55:14,851][root][INFO] - Lr: 2.697e-03 | Epoch: [61][130/372] | Time 0.472 | Data 0.057 | Loss 0.1772 | IoU 0.535 [2021-06-11 21:55:19,481][root][INFO] - Lr: 2.693e-03 | Epoch: [61][140/372] | Time 0.472 | Data 0.056 | Loss 0.1772 | IoU 0.535 [2021-06-11 21:55:24,110][root][INFO] - Lr: 2.690e-03 | Epoch: [61][150/372] | Time 0.471 | Data 0.055 | Loss 0.1772 | IoU 0.535 [2021-06-11 21:55:28,742][root][INFO] - Lr: 2.686e-03 | Epoch: [61][160/372] | Time 0.471 | Data 0.055 | Loss 0.1772 | IoU 0.535 [2021-06-11 21:55:33,430][root][INFO] - Lr: 2.683e-03 | Epoch: [61][170/372] | Time 0.471 | Data 0.054 | Loss 0.1771 | IoU 0.535 [2021-06-11 21:55:38,048][root][INFO] - Lr: 2.679e-03 | Epoch: [61][180/372] | Time 0.470 | Data 0.054 | Loss 0.1771 | IoU 0.536 [2021-06-11 21:55:42,678][root][INFO] - Lr: 2.676e-03 | Epoch: [61][190/372] | Time 0.470 | Data 0.053 | Loss 0.1771 | IoU 0.536 [2021-06-11 21:55:47,310][root][INFO] - Lr: 2.672e-03 | Epoch: [61][200/372] | Time 0.469 | Data 0.053 | Loss 0.1771 | IoU 0.536 [2021-06-11 21:55:51,923][root][INFO] - Lr: 2.669e-03 | Epoch: [61][210/372] | Time 0.469 | Data 0.053 | Loss 0.1770 | IoU 0.536 [2021-06-11 21:55:56,579][root][INFO] - Lr: 2.665e-03 | Epoch: [61][220/372] | Time 0.469 | Data 0.052 | Loss 0.1770 | IoU 0.536 [2021-06-11 21:56:01,242][root][INFO] - Lr: 2.662e-03 | Epoch: [61][230/372] | Time 0.469 | Data 0.052 | Loss 0.1770 | IoU 0.536 [2021-06-11 21:56:05,880][root][INFO] - Lr: 2.658e-03 | Epoch: [61][240/372] | Time 0.468 | Data 0.052 | Loss 0.1770 | IoU 0.536 [2021-06-11 21:56:10,551][root][INFO] - Lr: 2.655e-03 | Epoch: [61][250/372] | Time 0.468 | Data 0.052 | Loss 0.1769 | IoU 0.536 [2021-06-11 21:56:15,186][root][INFO] - Lr: 2.651e-03 | Epoch: [61][260/372] | Time 0.468 | Data 0.052 | Loss 0.1769 | IoU 0.536 [2021-06-11 21:56:19,842][root][INFO] - Lr: 2.648e-03 | Epoch: [61][270/372] | Time 0.468 | Data 0.051 | Loss 0.1769 | IoU 0.536 [2021-06-11 21:56:24,517][root][INFO] - Lr: 2.644e-03 | Epoch: [61][280/372] | Time 0.468 | Data 0.051 | Loss 0.1769 | IoU 0.536 [2021-06-11 21:56:29,155][root][INFO] - Lr: 2.641e-03 | Epoch: [61][290/372] | Time 0.468 | Data 0.051 | Loss 0.1768 | IoU 0.536 [2021-06-11 21:56:33,804][root][INFO] - Lr: 2.637e-03 | Epoch: [61][300/372] | Time 0.468 | Data 0.051 | Loss 0.1768 | IoU 0.536 [2021-06-11 21:56:38,447][root][INFO] - Lr: 2.634e-03 | Epoch: [61][310/372] | Time 0.468 | Data 0.051 | Loss 0.1768 | IoU 0.536 [2021-06-11 21:56:43,093][root][INFO] - Lr: 2.630e-03 | Epoch: [61][320/372] | Time 0.468 | Data 0.051 | Loss 0.1768 | IoU 0.536 [2021-06-11 21:56:47,731][root][INFO] - Lr: 2.627e-03 | Epoch: [61][330/372] | Time 0.468 | Data 0.051 | Loss 0.1767 | IoU 0.536 [2021-06-11 21:56:52,410][root][INFO] - Lr: 2.623e-03 | Epoch: [61][340/372] | Time 0.468 | Data 0.051 | Loss 0.1767 | IoU 0.536 [2021-06-11 21:56:57,047][root][INFO] - Lr: 2.620e-03 | Epoch: [61][350/372] | Time 0.467 | Data 0.050 | Loss 0.1767 | IoU 0.536 [2021-06-11 21:57:01,689][root][INFO] - Lr: 2.616e-03 | Epoch: [61][360/372] | Time 0.467 | Data 0.050 | Loss 0.1767 | IoU 0.536 [2021-06-11 21:57:06,294][root][INFO] - Lr: 2.613e-03 | Epoch: [61][370/372] | Time 0.467 | Data 0.050 | Loss 0.1766 | IoU 0.536 [2021-06-11 21:57:08,517][root][INFO] - Lr: 2.612e-03 | Epoch: [62][0/372] | Time 1.668 | Data 1.185 | Loss 0.1766 | IoU 0.536 [2021-06-11 21:57:13,355][root][INFO] - Lr: 2.608e-03 | Epoch: [62][10/372] | Time 0.592 | Data 0.167 | Loss 0.1766 | IoU 0.536 [2021-06-11 21:57:18,010][root][INFO] - Lr: 2.605e-03 | Epoch: [62][20/372] | Time 0.532 | Data 0.110 | Loss 0.1766 | IoU 0.536 [2021-06-11 21:57:22,638][root][INFO] - Lr: 2.601e-03 | Epoch: [62][30/372] | Time 0.510 | Data 0.089 | Loss 0.1765 | IoU 0.536 [2021-06-11 21:57:27,289][root][INFO] - Lr: 2.598e-03 | Epoch: [62][40/372] | Time 0.498 | Data 0.078 | Loss 0.1765 | IoU 0.536 [2021-06-11 21:57:31,879][root][INFO] - Lr: 2.594e-03 | Epoch: [62][50/372] | Time 0.491 | Data 0.071 | Loss 0.1765 | IoU 0.536 [2021-06-11 21:57:36,546][root][INFO] - Lr: 2.591e-03 | Epoch: [62][60/372] | Time 0.487 | Data 0.068 | Loss 0.1765 | IoU 0.536 [2021-06-11 21:57:41,174][root][INFO] - Lr: 2.587e-03 | Epoch: [62][70/372] | Time 0.484 | Data 0.064 | Loss 0.1764 | IoU 0.536 [2021-06-11 21:57:45,824][root][INFO] - Lr: 2.584e-03 | Epoch: [62][80/372] | Time 0.481 | Data 0.062 | Loss 0.1764 | IoU 0.536 [2021-06-11 21:57:50,485][root][INFO] - Lr: 2.580e-03 | Epoch: [62][90/372] | Time 0.480 | Data 0.060 | Loss 0.1764 | IoU 0.536 [2021-06-11 21:57:55,131][root][INFO] - Lr: 2.577e-03 | Epoch: [62][100/372] | Time 0.478 | Data 0.059 | Loss 0.1764 | IoU 0.537 [2021-06-11 21:57:59,775][root][INFO] - Lr: 2.573e-03 | Epoch: [62][110/372] | Time 0.477 | Data 0.058 | Loss 0.1763 | IoU 0.537 [2021-06-11 21:58:04,432][root][INFO] - Lr: 2.570e-03 | Epoch: [62][120/372] | Time 0.476 | Data 0.057 | Loss 0.1763 | IoU 0.537 [2021-06-11 21:58:09,105][root][INFO] - Lr: 2.566e-03 | Epoch: [62][130/372] | Time 0.475 | Data 0.056 | Loss 0.1763 | IoU 0.537 [2021-06-11 21:58:13,803][root][INFO] - Lr: 2.563e-03 | Epoch: [62][140/372] | Time 0.475 | Data 0.056 | Loss 0.1763 | IoU 0.537 [2021-06-11 21:58:18,450][root][INFO] - Lr: 2.559e-03 | Epoch: [62][150/372] | Time 0.474 | Data 0.055 | Loss 0.1762 | IoU 0.537 [2021-06-11 21:58:23,121][root][INFO] - Lr: 2.556e-03 | Epoch: [62][160/372] | Time 0.474 | Data 0.055 | Loss 0.1762 | IoU 0.537 [2021-06-11 21:58:27,753][root][INFO] - Lr: 2.552e-03 | Epoch: [62][170/372] | Time 0.473 | Data 0.054 | Loss 0.1762 | IoU 0.537 [2021-06-11 21:58:32,392][root][INFO] - Lr: 2.549e-03 | Epoch: [62][180/372] | Time 0.473 | Data 0.054 | Loss 0.1762 | IoU 0.537 [2021-06-11 21:58:37,036][root][INFO] - Lr: 2.545e-03 | Epoch: [62][190/372] | Time 0.472 | Data 0.053 | Loss 0.1761 | IoU 0.537 [2021-06-11 21:58:41,719][root][INFO] - Lr: 2.542e-03 | Epoch: [62][200/372] | Time 0.472 | Data 0.053 | Loss 0.1761 | IoU 0.537 [2021-06-11 21:58:46,388][root][INFO] - Lr: 2.538e-03 | Epoch: [62][210/372] | Time 0.472 | Data 0.053 | Loss 0.1761 | IoU 0.537 [2021-06-11 21:58:51,035][root][INFO] - Lr: 2.535e-03 | Epoch: [62][220/372] | Time 0.472 | Data 0.053 | Loss 0.1761 | IoU 0.537 [2021-06-11 21:58:55,717][root][INFO] - Lr: 2.531e-03 | Epoch: [62][230/372] | Time 0.471 | Data 0.052 | Loss 0.1760 | IoU 0.537 [2021-06-11 21:59:00,352][root][INFO] - Lr: 2.527e-03 | Epoch: [62][240/372] | Time 0.471 | Data 0.052 | Loss 0.1760 | IoU 0.537 [2021-06-11 21:59:05,003][root][INFO] - Lr: 2.524e-03 | Epoch: [62][250/372] | Time 0.471 | Data 0.052 | Loss 0.1760 | IoU 0.537 [2021-06-11 21:59:09,644][root][INFO] - Lr: 2.520e-03 | Epoch: [62][260/372] | Time 0.471 | Data 0.052 | Loss 0.1760 | IoU 0.537 [2021-06-11 21:59:14,292][root][INFO] - Lr: 2.517e-03 | Epoch: [62][270/372] | Time 0.470 | Data 0.052 | Loss 0.1759 | IoU 0.537 [2021-06-11 21:59:18,938][root][INFO] - Lr: 2.513e-03 | Epoch: [62][280/372] | Time 0.470 | Data 0.051 | Loss 0.1759 | IoU 0.537 [2021-06-11 21:59:23,586][root][INFO] - Lr: 2.510e-03 | Epoch: [62][290/372] | Time 0.470 | Data 0.051 | Loss 0.1759 | IoU 0.537 [2021-06-11 21:59:28,218][root][INFO] - Lr: 2.506e-03 | Epoch: [62][300/372] | Time 0.470 | Data 0.051 | Loss 0.1759 | IoU 0.537 [2021-06-11 21:59:32,886][root][INFO] - Lr: 2.503e-03 | Epoch: [62][310/372] | Time 0.470 | Data 0.051 | Loss 0.1758 | IoU 0.537 [2021-06-11 21:59:37,529][root][INFO] - Lr: 2.499e-03 | Epoch: [62][320/372] | Time 0.469 | Data 0.051 | Loss 0.1758 | IoU 0.537 [2021-06-11 21:59:42,166][root][INFO] - Lr: 2.496e-03 | Epoch: [62][330/372] | Time 0.469 | Data 0.051 | Loss 0.1758 | IoU 0.537 [2021-06-11 21:59:46,815][root][INFO] - Lr: 2.492e-03 | Epoch: [62][340/372] | Time 0.469 | Data 0.050 | Loss 0.1758 | IoU 0.537 [2021-06-11 21:59:51,479][root][INFO] - Lr: 2.489e-03 | Epoch: [62][350/372] | Time 0.469 | Data 0.050 | Loss 0.1757 | IoU 0.537 [2021-06-11 21:59:56,117][root][INFO] - Lr: 2.485e-03 | Epoch: [62][360/372] | Time 0.469 | Data 0.050 | Loss 0.1757 | IoU 0.537 [2021-06-11 22:00:00,715][root][INFO] - Lr: 2.482e-03 | Epoch: [62][370/372] | Time 0.469 | Data 0.050 | Loss 0.1757 | IoU 0.537 [2021-06-11 22:00:02,963][root][INFO] - Lr: 2.481e-03 | Epoch: [63][0/372] | Time 1.700 | Data 1.255 | Loss 0.1757 | IoU 0.537 [2021-06-11 22:00:07,746][root][INFO] - Lr: 2.477e-03 | Epoch: [63][10/372] | Time 0.591 | Data 0.165 | Loss 0.1757 | IoU 0.537 [2021-06-11 22:00:12,408][root][INFO] - Lr: 2.474e-03 | Epoch: [63][20/372] | Time 0.532 | Data 0.108 | Loss 0.1756 | IoU 0.538 [2021-06-11 22:00:17,089][root][INFO] - Lr: 2.470e-03 | Epoch: [63][30/372] | Time 0.511 | Data 0.089 | Loss 0.1756 | IoU 0.538 [2021-06-11 22:00:21,721][root][INFO] - Lr: 2.467e-03 | Epoch: [63][40/372] | Time 0.499 | Data 0.079 | Loss 0.1756 | IoU 0.538 [2021-06-11 22:00:26,355][root][INFO] - Lr: 2.463e-03 | Epoch: [63][50/372] | Time 0.492 | Data 0.072 | Loss 0.1756 | IoU 0.538 [2021-06-11 22:00:31,051][root][INFO] - Lr: 2.460e-03 | Epoch: [63][60/372] | Time 0.489 | Data 0.069 | Loss 0.1755 | IoU 0.538 [2021-06-11 22:00:35,676][root][INFO] - Lr: 2.456e-03 | Epoch: [63][70/372] | Time 0.485 | Data 0.066 | Loss 0.1755 | IoU 0.538 [2021-06-11 22:00:40,310][root][INFO] - Lr: 2.453e-03 | Epoch: [63][80/372] | Time 0.482 | Data 0.063 | Loss 0.1755 | IoU 0.538 [2021-06-11 22:00:44,977][root][INFO] - Lr: 2.449e-03 | Epoch: [63][90/372] | Time 0.481 | Data 0.061 | Loss 0.1755 | IoU 0.538 [2021-06-11 22:00:49,629][root][INFO] - Lr: 2.446e-03 | Epoch: [63][100/372] | Time 0.479 | Data 0.060 | Loss 0.1755 | IoU 0.538 [2021-06-11 22:00:54,301][root][INFO] - Lr: 2.442e-03 | Epoch: [63][110/372] | Time 0.478 | Data 0.059 | Loss 0.1754 | IoU 0.538 [2021-06-11 22:00:58,936][root][INFO] - Lr: 2.438e-03 | Epoch: [63][120/372] | Time 0.477 | Data 0.057 | Loss 0.1754 | IoU 0.538 [2021-06-11 22:01:03,577][root][INFO] - Lr: 2.435e-03 | Epoch: [63][130/372] | Time 0.476 | Data 0.056 | Loss 0.1754 | IoU 0.538 [2021-06-11 22:01:08,228][root][INFO] - Lr: 2.431e-03 | Epoch: [63][140/372] | Time 0.475 | Data 0.056 | Loss 0.1754 | IoU 0.538 [2021-06-11 22:01:12,846][root][INFO] - Lr: 2.428e-03 | Epoch: [63][150/372] | Time 0.474 | Data 0.055 | Loss 0.1753 | IoU 0.538 [2021-06-11 22:01:17,483][root][INFO] - Lr: 2.424e-03 | Epoch: [63][160/372] | Time 0.474 | Data 0.054 | Loss 0.1753 | IoU 0.538 [2021-06-11 22:01:22,114][root][INFO] - Lr: 2.421e-03 | Epoch: [63][170/372] | Time 0.473 | Data 0.054 | Loss 0.1753 | IoU 0.538 [2021-06-11 22:01:26,782][root][INFO] - Lr: 2.417e-03 | Epoch: [63][180/372] | Time 0.473 | Data 0.054 | Loss 0.1753 | IoU 0.538 [2021-06-11 22:01:31,473][root][INFO] - Lr: 2.414e-03 | Epoch: [63][190/372] | Time 0.472 | Data 0.053 | Loss 0.1752 | IoU 0.538 [2021-06-11 22:01:36,119][root][INFO] - Lr: 2.410e-03 | Epoch: [63][200/372] | Time 0.472 | Data 0.053 | Loss 0.1752 | IoU 0.538 [2021-06-11 22:01:40,769][root][INFO] - Lr: 2.407e-03 | Epoch: [63][210/372] | Time 0.472 | Data 0.053 | Loss 0.1752 | IoU 0.538 [2021-06-11 22:01:45,410][root][INFO] - Lr: 2.403e-03 | Epoch: [63][220/372] | Time 0.471 | Data 0.052 | Loss 0.1752 | IoU 0.538 [2021-06-11 22:01:50,027][root][INFO] - Lr: 2.400e-03 | Epoch: [63][230/372] | Time 0.471 | Data 0.052 | Loss 0.1751 | IoU 0.538 [2021-06-11 22:01:54,665][root][INFO] - Lr: 2.396e-03 | Epoch: [63][240/372] | Time 0.471 | Data 0.052 | Loss 0.1751 | IoU 0.538 [2021-06-11 22:01:59,346][root][INFO] - Lr: 2.392e-03 | Epoch: [63][250/372] | Time 0.471 | Data 0.052 | Loss 0.1751 | IoU 0.538 [2021-06-11 22:02:04,010][root][INFO] - Lr: 2.389e-03 | Epoch: [63][260/372] | Time 0.470 | Data 0.052 | Loss 0.1751 | IoU 0.538 [2021-06-11 22:02:08,684][root][INFO] - Lr: 2.385e-03 | Epoch: [63][270/372] | Time 0.470 | Data 0.051 | Loss 0.1750 | IoU 0.538 [2021-06-11 22:02:13,366][root][INFO] - Lr: 2.382e-03 | Epoch: [63][280/372] | Time 0.470 | Data 0.051 | Loss 0.1750 | IoU 0.538 [2021-06-11 22:02:18,022][root][INFO] - Lr: 2.378e-03 | Epoch: [63][290/372] | Time 0.470 | Data 0.051 | Loss 0.1750 | IoU 0.538 [2021-06-11 22:02:22,659][root][INFO] - Lr: 2.375e-03 | Epoch: [63][300/372] | Time 0.470 | Data 0.051 | Loss 0.1750 | IoU 0.538 [2021-06-11 22:02:27,320][root][INFO] - Lr: 2.371e-03 | Epoch: [63][310/372] | Time 0.470 | Data 0.051 | Loss 0.1749 | IoU 0.539 [2021-06-11 22:02:31,980][root][INFO] - Lr: 2.368e-03 | Epoch: [63][320/372] | Time 0.470 | Data 0.051 | Loss 0.1749 | IoU 0.539 [2021-06-11 22:02:36,610][root][INFO] - Lr: 2.364e-03 | Epoch: [63][330/372] | Time 0.469 | Data 0.051 | Loss 0.1749 | IoU 0.539 [2021-06-11 22:02:41,244][root][INFO] - Lr: 2.361e-03 | Epoch: [63][340/372] | Time 0.469 | Data 0.050 | Loss 0.1749 | IoU 0.539 [2021-06-11 22:02:45,874][root][INFO] - Lr: 2.357e-03 | Epoch: [63][350/372] | Time 0.469 | Data 0.050 | Loss 0.1748 | IoU 0.539 [2021-06-11 22:02:50,523][root][INFO] - Lr: 2.353e-03 | Epoch: [63][360/372] | Time 0.469 | Data 0.050 | Loss 0.1748 | IoU 0.539 [2021-06-11 22:02:55,122][root][INFO] - Lr: 2.350e-03 | Epoch: [63][370/372] | Time 0.469 | Data 0.050 | Loss 0.1748 | IoU 0.539 [2021-06-11 22:02:57,345][root][INFO] - Lr: 2.349e-03 | Epoch: [64][0/372] | Time 1.665 | Data 1.221 | Loss 0.1748 | IoU 0.539 [2021-06-11 22:03:02,215][root][INFO] - Lr: 2.346e-03 | Epoch: [64][10/372] | Time 0.593 | Data 0.166 | Loss 0.1748 | IoU 0.539 [2021-06-11 22:03:06,898][root][INFO] - Lr: 2.342e-03 | Epoch: [64][20/372] | Time 0.534 | Data 0.111 | Loss 0.1747 | IoU 0.539 [2021-06-11 22:03:11,522][root][INFO] - Lr: 2.339e-03 | Epoch: [64][30/372] | Time 0.511 | Data 0.090 | Loss 0.1747 | IoU 0.539 [2021-06-11 22:03:16,177][root][INFO] - Lr: 2.335e-03 | Epoch: [64][40/372] | Time 0.500 | Data 0.079 | Loss 0.1747 | IoU 0.539 [2021-06-11 22:03:20,834][root][INFO] - Lr: 2.331e-03 | Epoch: [64][50/372] | Time 0.493 | Data 0.073 | Loss 0.1747 | IoU 0.539 [2021-06-11 22:03:25,470][root][INFO] - Lr: 2.328e-03 | Epoch: [64][60/372] | Time 0.488 | Data 0.068 | Loss 0.1746 | IoU 0.539 [2021-06-11 22:03:30,097][root][INFO] - Lr: 2.324e-03 | Epoch: [64][70/372] | Time 0.485 | Data 0.065 | Loss 0.1746 | IoU 0.539 [2021-06-11 22:03:34,725][root][INFO] - Lr: 2.321e-03 | Epoch: [64][80/372] | Time 0.482 | Data 0.063 | Loss 0.1746 | IoU 0.539 [2021-06-11 22:03:39,374][root][INFO] - Lr: 2.317e-03 | Epoch: [64][90/372] | Time 0.480 | Data 0.061 | Loss 0.1746 | IoU 0.539 [2021-06-11 22:03:44,011][root][INFO] - Lr: 2.314e-03 | Epoch: [64][100/372] | Time 0.478 | Data 0.059 | Loss 0.1746 | IoU 0.539 [2021-06-11 22:03:48,656][root][INFO] - Lr: 2.310e-03 | Epoch: [64][110/372] | Time 0.477 | Data 0.058 | Loss 0.1745 | IoU 0.539 [2021-06-11 22:03:53,341][root][INFO] - Lr: 2.306e-03 | Epoch: [64][120/372] | Time 0.476 | Data 0.057 | Loss 0.1745 | IoU 0.539 [2021-06-11 22:03:57,974][root][INFO] - Lr: 2.303e-03 | Epoch: [64][130/372] | Time 0.476 | Data 0.056 | Loss 0.1745 | IoU 0.539 [2021-06-11 22:04:02,600][root][INFO] - Lr: 2.299e-03 | Epoch: [64][140/372] | Time 0.475 | Data 0.056 | Loss 0.1745 | IoU 0.539 [2021-06-11 22:04:07,239][root][INFO] - Lr: 2.296e-03 | Epoch: [64][150/372] | Time 0.474 | Data 0.055 | Loss 0.1744 | IoU 0.539 [2021-06-11 22:04:11,871][root][INFO] - Lr: 2.292e-03 | Epoch: [64][160/372] | Time 0.473 | Data 0.054 | Loss 0.1744 | IoU 0.539 [2021-06-11 22:04:16,526][root][INFO] - Lr: 2.289e-03 | Epoch: [64][170/372] | Time 0.473 | Data 0.054 | Loss 0.1744 | IoU 0.539 [2021-06-11 22:04:21,162][root][INFO] - Lr: 2.285e-03 | Epoch: [64][180/372] | Time 0.472 | Data 0.053 | Loss 0.1744 | IoU 0.539 [2021-06-11 22:04:25,788][root][INFO] - Lr: 2.282e-03 | Epoch: [64][190/372] | Time 0.472 | Data 0.053 | Loss 0.1743 | IoU 0.539 [2021-06-11 22:04:30,440][root][INFO] - Lr: 2.278e-03 | Epoch: [64][200/372] | Time 0.471 | Data 0.053 | Loss 0.1743 | IoU 0.540 [2021-06-11 22:04:35,097][root][INFO] - Lr: 2.274e-03 | Epoch: [64][210/372] | Time 0.471 | Data 0.052 | Loss 0.1743 | IoU 0.540 [2021-06-11 22:04:39,745][root][INFO] - Lr: 2.271e-03 | Epoch: [64][220/372] | Time 0.471 | Data 0.052 | Loss 0.1743 | IoU 0.540 [2021-06-11 22:04:44,439][root][INFO] - Lr: 2.267e-03 | Epoch: [64][230/372] | Time 0.471 | Data 0.052 | Loss 0.1743 | IoU 0.540 [2021-06-11 22:04:49,059][root][INFO] - Lr: 2.264e-03 | Epoch: [64][240/372] | Time 0.470 | Data 0.052 | Loss 0.1742 | IoU 0.540 [2021-06-11 22:04:53,717][root][INFO] - Lr: 2.260e-03 | Epoch: [64][250/372] | Time 0.470 | Data 0.052 | Loss 0.1742 | IoU 0.540 [2021-06-11 22:04:58,409][root][INFO] - Lr: 2.257e-03 | Epoch: [64][260/372] | Time 0.470 | Data 0.051 | Loss 0.1742 | IoU 0.540 [2021-06-11 22:05:03,100][root][INFO] - Lr: 2.253e-03 | Epoch: [64][270/372] | Time 0.470 | Data 0.051 | Loss 0.1742 | IoU 0.540 [2021-06-11 22:05:07,759][root][INFO] - Lr: 2.249e-03 | Epoch: [64][280/372] | Time 0.470 | Data 0.051 | Loss 0.1741 | IoU 0.540 [2021-06-11 22:05:12,402][root][INFO] - Lr: 2.246e-03 | Epoch: [64][290/372] | Time 0.470 | Data 0.051 | Loss 0.1741 | IoU 0.540 [2021-06-11 22:05:17,078][root][INFO] - Lr: 2.242e-03 | Epoch: [64][300/372] | Time 0.470 | Data 0.051 | Loss 0.1741 | IoU 0.540 [2021-06-11 22:05:21,733][root][INFO] - Lr: 2.239e-03 | Epoch: [64][310/372] | Time 0.470 | Data 0.051 | Loss 0.1741 | IoU 0.540 [2021-06-11 22:05:26,390][root][INFO] - Lr: 2.235e-03 | Epoch: [64][320/372] | Time 0.469 | Data 0.051 | Loss 0.1740 | IoU 0.540 [2021-06-11 22:05:30,996][root][INFO] - Lr: 2.232e-03 | Epoch: [64][330/372] | Time 0.469 | Data 0.050 | Loss 0.1740 | IoU 0.540 [2021-06-11 22:05:35,644][root][INFO] - Lr: 2.228e-03 | Epoch: [64][340/372] | Time 0.469 | Data 0.050 | Loss 0.1740 | IoU 0.540 [2021-06-11 22:05:40,274][root][INFO] - Lr: 2.224e-03 | Epoch: [64][350/372] | Time 0.469 | Data 0.050 | Loss 0.1740 | IoU 0.540 [2021-06-11 22:05:44,933][root][INFO] - Lr: 2.221e-03 | Epoch: [64][360/372] | Time 0.469 | Data 0.050 | Loss 0.1739 | IoU 0.540 [2021-06-11 22:05:49,539][root][INFO] - Lr: 2.217e-03 | Epoch: [64][370/372] | Time 0.469 | Data 0.050 | Loss 0.1739 | IoU 0.540 [2021-06-11 22:05:51,798][root][INFO] - Lr: 2.217e-03 | Epoch: [65][0/372] | Time 1.694 | Data 1.232 | Loss 0.1739 | IoU 0.540 [2021-06-11 22:05:56,601][root][INFO] - Lr: 2.213e-03 | Epoch: [65][10/372] | Time 0.594 | Data 0.169 | Loss 0.1739 | IoU 0.540 [2021-06-11 22:06:01,261][root][INFO] - Lr: 2.209e-03 | Epoch: [65][20/372] | Time 0.533 | Data 0.111 | Loss 0.1739 | IoU 0.540 [2021-06-11 22:06:05,892][root][INFO] - Lr: 2.206e-03 | Epoch: [65][30/372] | Time 0.510 | Data 0.090 | Loss 0.1738 | IoU 0.540 [2021-06-11 22:06:10,569][root][INFO] - Lr: 2.202e-03 | Epoch: [65][40/372] | Time 0.500 | Data 0.079 | Loss 0.1738 | IoU 0.540 [2021-06-11 22:06:15,200][root][INFO] - Lr: 2.199e-03 | Epoch: [65][50/372] | Time 0.493 | Data 0.072 | Loss 0.1738 | IoU 0.540 [2021-06-11 22:06:19,867][root][INFO] - Lr: 2.195e-03 | Epoch: [65][60/372] | Time 0.489 | Data 0.068 | Loss 0.1738 | IoU 0.540 [2021-06-11 22:06:24,503][root][INFO] - Lr: 2.192e-03 | Epoch: [65][70/372] | Time 0.485 | Data 0.065 | Loss 0.1737 | IoU 0.540 [2021-06-11 22:06:29,151][root][INFO] - Lr: 2.188e-03 | Epoch: [65][80/372] | Time 0.482 | Data 0.063 | Loss 0.1737 | IoU 0.540 [2021-06-11 22:06:33,792][root][INFO] - Lr: 2.184e-03 | Epoch: [65][90/372] | Time 0.480 | Data 0.061 | Loss 0.1737 | IoU 0.540 [2021-06-11 22:06:38,426][root][INFO] - Lr: 2.181e-03 | Epoch: [65][100/372] | Time 0.479 | Data 0.059 | Loss 0.1737 | IoU 0.540 [2021-06-11 22:06:43,109][root][INFO] - Lr: 2.177e-03 | Epoch: [65][110/372] | Time 0.478 | Data 0.059 | Loss 0.1736 | IoU 0.540 [2021-06-11 22:06:47,772][root][INFO] - Lr: 2.174e-03 | Epoch: [65][120/372] | Time 0.477 | Data 0.057 | Loss 0.1736 | IoU 0.540 [2021-06-11 22:06:52,449][root][INFO] - Lr: 2.170e-03 | Epoch: [65][130/372] | Time 0.476 | Data 0.057 | Loss 0.1736 | IoU 0.540 [2021-06-11 22:06:57,060][root][INFO] - Lr: 2.166e-03 | Epoch: [65][140/372] | Time 0.475 | Data 0.056 | Loss 0.1736 | IoU 0.540 [2021-06-11 22:07:01,706][root][INFO] - Lr: 2.163e-03 | Epoch: [65][150/372] | Time 0.474 | Data 0.055 | Loss 0.1736 | IoU 0.541 [2021-06-11 22:07:06,358][root][INFO] - Lr: 2.159e-03 | Epoch: [65][160/372] | Time 0.474 | Data 0.055 | Loss 0.1735 | IoU 0.541 [2021-06-11 22:07:11,027][root][INFO] - Lr: 2.156e-03 | Epoch: [65][170/372] | Time 0.473 | Data 0.054 | Loss 0.1735 | IoU 0.541 [2021-06-11 22:07:15,656][root][INFO] - Lr: 2.152e-03 | Epoch: [65][180/372] | Time 0.473 | Data 0.054 | Loss 0.1735 | IoU 0.541 [2021-06-11 22:07:20,315][root][INFO] - Lr: 2.149e-03 | Epoch: [65][190/372] | Time 0.472 | Data 0.053 | Loss 0.1735 | IoU 0.541 [2021-06-11 22:07:24,956][root][INFO] - Lr: 2.145e-03 | Epoch: [65][200/372] | Time 0.472 | Data 0.053 | Loss 0.1734 | IoU 0.541 [2021-06-11 22:07:29,597][root][INFO] - Lr: 2.141e-03 | Epoch: [65][210/372] | Time 0.472 | Data 0.053 | Loss 0.1734 | IoU 0.541 [2021-06-11 22:07:34,251][root][INFO] - Lr: 2.138e-03 | Epoch: [65][220/372] | Time 0.471 | Data 0.053 | Loss 0.1734 | IoU 0.541 [2021-06-11 22:07:38,923][root][INFO] - Lr: 2.134e-03 | Epoch: [65][230/372] | Time 0.471 | Data 0.052 | Loss 0.1734 | IoU 0.541 [2021-06-11 22:07:43,603][root][INFO] - Lr: 2.131e-03 | Epoch: [65][240/372] | Time 0.471 | Data 0.052 | Loss 0.1733 | IoU 0.541 [2021-06-11 22:07:48,244][root][INFO] - Lr: 2.127e-03 | Epoch: [65][250/372] | Time 0.471 | Data 0.052 | Loss 0.1733 | IoU 0.541 [2021-06-11 22:07:52,917][root][INFO] - Lr: 2.123e-03 | Epoch: [65][260/372] | Time 0.471 | Data 0.052 | Loss 0.1733 | IoU 0.541 [2021-06-11 22:07:57,549][root][INFO] - Lr: 2.120e-03 | Epoch: [65][270/372] | Time 0.470 | Data 0.052 | Loss 0.1733 | IoU 0.541 [2021-06-11 22:08:02,200][root][INFO] - Lr: 2.116e-03 | Epoch: [65][280/372] | Time 0.470 | Data 0.051 | Loss 0.1732 | IoU 0.541 [2021-06-11 22:08:06,835][root][INFO] - Lr: 2.113e-03 | Epoch: [65][290/372] | Time 0.470 | Data 0.051 | Loss 0.1732 | IoU 0.541 [2021-06-11 22:08:11,462][root][INFO] - Lr: 2.109e-03 | Epoch: [65][300/372] | Time 0.470 | Data 0.051 | Loss 0.1732 | IoU 0.541 [2021-06-11 22:08:16,092][root][INFO] - Lr: 2.105e-03 | Epoch: [65][310/372] | Time 0.469 | Data 0.051 | Loss 0.1732 | IoU 0.541 [2021-06-11 22:08:20,753][root][INFO] - Lr: 2.102e-03 | Epoch: [65][320/372] | Time 0.469 | Data 0.051 | Loss 0.1732 | IoU 0.541 [2021-06-11 22:08:25,385][root][INFO] - Lr: 2.098e-03 | Epoch: [65][330/372] | Time 0.469 | Data 0.051 | Loss 0.1731 | IoU 0.541 [2021-06-11 22:08:30,026][root][INFO] - Lr: 2.095e-03 | Epoch: [65][340/372] | Time 0.469 | Data 0.050 | Loss 0.1731 | IoU 0.541 [2021-06-11 22:08:34,673][root][INFO] - Lr: 2.091e-03 | Epoch: [65][350/372] | Time 0.469 | Data 0.050 | Loss 0.1731 | IoU 0.541 [2021-06-11 22:08:39,310][root][INFO] - Lr: 2.087e-03 | Epoch: [65][360/372] | Time 0.469 | Data 0.050 | Loss 0.1731 | IoU 0.541 [2021-06-11 22:08:43,894][root][INFO] - Lr: 2.084e-03 | Epoch: [65][370/372] | Time 0.469 | Data 0.050 | Loss 0.1730 | IoU 0.541 [2021-06-11 22:08:44,721][root][INFO] - 0/500 [2021-06-11 22:08:44,818][root][INFO] - 1/500 [2021-06-11 22:08:44,906][root][INFO] - 2/500 [2021-06-11 22:08:45,009][root][INFO] - 3/500 [2021-06-11 22:08:45,134][root][INFO] - 4/500 [2021-06-11 22:08:45,204][root][INFO] - 5/500 [2021-06-11 22:08:45,308][root][INFO] - 6/500 [2021-06-11 22:08:45,412][root][INFO] - 7/500 [2021-06-11 22:08:45,494][root][INFO] - 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474/500 [2021-06-11 22:09:30,453][root][INFO] - 475/500 [2021-06-11 22:09:30,545][root][INFO] - 476/500 [2021-06-11 22:09:30,633][root][INFO] - 477/500 [2021-06-11 22:09:30,738][root][INFO] - 478/500 [2021-06-11 22:09:30,835][root][INFO] - 479/500 [2021-06-11 22:09:30,939][root][INFO] - 480/500 [2021-06-11 22:09:31,048][root][INFO] - 481/500 [2021-06-11 22:09:31,155][root][INFO] - 482/500 [2021-06-11 22:09:31,265][root][INFO] - 483/500 [2021-06-11 22:09:31,344][root][INFO] - 484/500 [2021-06-11 22:09:31,457][root][INFO] - 485/500 [2021-06-11 22:09:31,556][root][INFO] - 486/500 [2021-06-11 22:09:31,671][root][INFO] - 487/500 [2021-06-11 22:09:31,778][root][INFO] - 488/500 [2021-06-11 22:09:31,880][root][INFO] - 489/500 [2021-06-11 22:09:31,981][root][INFO] - 490/500 [2021-06-11 22:09:32,059][root][INFO] - 491/500 [2021-06-11 22:09:32,166][root][INFO] - 492/500 [2021-06-11 22:09:32,237][root][INFO] - 493/500 [2021-06-11 22:09:32,308][root][INFO] - 494/500 [2021-06-11 22:09:32,379][root][INFO] - 495/500 [2021-06-11 22:09:32,450][root][INFO] - 496/500 [2021-06-11 22:09:32,521][root][INFO] - 497/500 [2021-06-11 22:09:32,592][root][INFO] - 498/500 [2021-06-11 22:09:32,663][root][INFO] - 499/500 [2021-06-11 22:09:32,810][root][INFO] - Validation set: Time avg per batch 0.097 Loss avg 0.2946 IoU avg 0.560 [2021-06-11 22:09:34,558][root][INFO] - Lr: 2.083e-03 | Epoch: [66][0/372] | Time 1.659 | Data 1.209 | Loss 0.1730 | IoU 0.541 [2021-06-11 22:09:39,482][root][INFO] - Lr: 2.080e-03 | Epoch: [66][10/372] | Time 0.602 | Data 0.179 | Loss 0.1730 | IoU 0.541 [2021-06-11 22:09:44,112][root][INFO] - Lr: 2.076e-03 | Epoch: [66][20/372] | Time 0.535 | Data 0.116 | Loss 0.1730 | IoU 0.541 [2021-06-11 22:09:48,725][root][INFO] - Lr: 2.072e-03 | Epoch: [66][30/372] | Time 0.512 | Data 0.094 | Loss 0.1730 | IoU 0.541 [2021-06-11 22:09:53,357][root][INFO] - Lr: 2.069e-03 | Epoch: [66][40/372] | Time 0.500 | Data 0.082 | Loss 0.1729 | IoU 0.541 [2021-06-11 22:09:57,988][root][INFO] - Lr: 2.065e-03 | Epoch: [66][50/372] | Time 0.493 | Data 0.075 | Loss 0.1729 | IoU 0.541 [2021-06-11 22:10:02,612][root][INFO] - Lr: 2.062e-03 | Epoch: [66][60/372] | Time 0.488 | Data 0.070 | Loss 0.1729 | IoU 0.542 [2021-06-11 22:10:07,220][root][INFO] - Lr: 2.058e-03 | Epoch: [66][70/372] | Time 0.484 | Data 0.067 | Loss 0.1729 | IoU 0.542 [2021-06-11 22:10:11,852][root][INFO] - Lr: 2.054e-03 | Epoch: [66][80/372] | Time 0.481 | Data 0.064 | Loss 0.1728 | IoU 0.542 [2021-06-11 22:10:16,450][root][INFO] - Lr: 2.051e-03 | Epoch: [66][90/372] | Time 0.479 | Data 0.062 | Loss 0.1728 | IoU 0.542 [2021-06-11 22:10:21,093][root][INFO] - Lr: 2.047e-03 | Epoch: [66][100/372] | Time 0.478 | Data 0.061 | Loss 0.1728 | IoU 0.542 [2021-06-11 22:10:25,726][root][INFO] - Lr: 2.044e-03 | Epoch: [66][110/372] | Time 0.476 | Data 0.059 | Loss 0.1728 | IoU 0.542 [2021-06-11 22:10:30,359][root][INFO] - Lr: 2.040e-03 | Epoch: [66][120/372] | Time 0.475 | Data 0.058 | Loss 0.1728 | IoU 0.542 [2021-06-11 22:10:34,987][root][INFO] - Lr: 2.036e-03 | Epoch: [66][130/372] | Time 0.474 | Data 0.057 | Loss 0.1727 | IoU 0.542 [2021-06-11 22:10:39,631][root][INFO] - Lr: 2.033e-03 | Epoch: [66][140/372] | Time 0.473 | Data 0.057 | Loss 0.1727 | IoU 0.542 [2021-06-11 22:10:44,286][root][INFO] - Lr: 2.029e-03 | Epoch: [66][150/372] | Time 0.473 | Data 0.056 | Loss 0.1727 | IoU 0.542 [2021-06-11 22:10:48,977][root][INFO] - Lr: 2.025e-03 | Epoch: [66][160/372] | Time 0.473 | Data 0.056 | Loss 0.1727 | IoU 0.542 [2021-06-11 22:10:53,592][root][INFO] - Lr: 2.022e-03 | Epoch: [66][170/372] | Time 0.472 | Data 0.055 | Loss 0.1726 | IoU 0.542 [2021-06-11 22:10:58,243][root][INFO] - Lr: 2.018e-03 | Epoch: [66][180/372] | Time 0.472 | Data 0.054 | Loss 0.1726 | IoU 0.542 [2021-06-11 22:11:02,854][root][INFO] - Lr: 2.015e-03 | Epoch: [66][190/372] | Time 0.471 | Data 0.054 | Loss 0.1726 | IoU 0.542 [2021-06-11 22:11:07,477][root][INFO] - Lr: 2.011e-03 | Epoch: [66][200/372] | Time 0.471 | Data 0.054 | Loss 0.1726 | IoU 0.542 [2021-06-11 22:11:12,164][root][INFO] - Lr: 2.007e-03 | Epoch: [66][210/372] | Time 0.471 | Data 0.053 | Loss 0.1725 | IoU 0.542 [2021-06-11 22:11:16,827][root][INFO] - Lr: 2.004e-03 | Epoch: [66][220/372] | Time 0.470 | Data 0.053 | Loss 0.1725 | IoU 0.542 [2021-06-11 22:11:21,457][root][INFO] - Lr: 2.000e-03 | Epoch: [66][230/372] | Time 0.470 | Data 0.053 | Loss 0.1725 | IoU 0.542 [2021-06-11 22:11:26,109][root][INFO] - Lr: 1.997e-03 | Epoch: [66][240/372] | Time 0.470 | Data 0.052 | Loss 0.1725 | IoU 0.542 [2021-06-11 22:11:30,800][root][INFO] - Lr: 1.993e-03 | Epoch: [66][250/372] | Time 0.470 | Data 0.052 | Loss 0.1725 | IoU 0.542 [2021-06-11 22:11:35,442][root][INFO] - Lr: 1.989e-03 | Epoch: [66][260/372] | Time 0.470 | Data 0.052 | Loss 0.1724 | IoU 0.542 [2021-06-11 22:11:40,088][root][INFO] - Lr: 1.986e-03 | Epoch: [66][270/372] | Time 0.469 | Data 0.052 | Loss 0.1724 | IoU 0.542 [2021-06-11 22:11:44,728][root][INFO] - Lr: 1.982e-03 | Epoch: [66][280/372] | Time 0.469 | Data 0.052 | Loss 0.1724 | IoU 0.542 [2021-06-11 22:11:49,412][root][INFO] - Lr: 1.978e-03 | Epoch: [66][290/372] | Time 0.469 | Data 0.052 | Loss 0.1724 | IoU 0.542 [2021-06-11 22:11:54,067][root][INFO] - Lr: 1.975e-03 | Epoch: [66][300/372] | Time 0.469 | Data 0.051 | Loss 0.1724 | IoU 0.542 [2021-06-11 22:11:58,737][root][INFO] - Lr: 1.971e-03 | Epoch: [66][310/372] | Time 0.469 | Data 0.051 | Loss 0.1723 | IoU 0.542 [2021-06-11 22:12:03,376][root][INFO] - Lr: 1.968e-03 | Epoch: [66][320/372] | Time 0.469 | Data 0.051 | Loss 0.1723 | IoU 0.542 [2021-06-11 22:12:08,035][root][INFO] - Lr: 1.964e-03 | Epoch: [66][330/372] | Time 0.469 | Data 0.051 | Loss 0.1723 | IoU 0.542 [2021-06-11 22:12:12,714][root][INFO] - Lr: 1.960e-03 | Epoch: [66][340/372] | Time 0.469 | Data 0.051 | Loss 0.1723 | IoU 0.542 [2021-06-11 22:12:17,364][root][INFO] - Lr: 1.957e-03 | Epoch: [66][350/372] | Time 0.469 | Data 0.051 | Loss 0.1722 | IoU 0.542 [2021-06-11 22:12:22,063][root][INFO] - Lr: 1.953e-03 | Epoch: [66][360/372] | Time 0.469 | Data 0.051 | Loss 0.1722 | IoU 0.542 [2021-06-11 22:12:26,658][root][INFO] - Lr: 1.949e-03 | Epoch: [66][370/372] | Time 0.468 | Data 0.051 | Loss 0.1722 | IoU 0.542 [2021-06-11 22:12:29,013][root][INFO] - Lr: 1.949e-03 | Epoch: [67][0/372] | Time 1.721 | Data 1.245 | Loss 0.1722 | IoU 0.543 [2021-06-11 22:12:33,815][root][INFO] - Lr: 1.945e-03 | Epoch: [67][10/372] | Time 0.599 | Data 0.165 | Loss 0.1722 | IoU 0.543 [2021-06-11 22:12:38,469][root][INFO] - Lr: 1.941e-03 | Epoch: [67][20/372] | Time 0.535 | Data 0.110 | Loss 0.1721 | IoU 0.543 [2021-06-11 22:12:43,115][root][INFO] - Lr: 1.938e-03 | Epoch: [67][30/372] | Time 0.513 | Data 0.089 | Loss 0.1721 | IoU 0.543 [2021-06-11 22:12:47,769][root][INFO] - Lr: 1.934e-03 | Epoch: [67][40/372] | Time 0.501 | Data 0.079 | Loss 0.1721 | IoU 0.543 [2021-06-11 22:12:52,439][root][INFO] - Lr: 1.931e-03 | Epoch: [67][50/372] | Time 0.494 | Data 0.073 | Loss 0.1721 | IoU 0.543 [2021-06-11 22:12:57,108][root][INFO] - Lr: 1.927e-03 | Epoch: [67][60/372] | Time 0.490 | Data 0.069 | Loss 0.1720 | IoU 0.543 [2021-06-11 22:13:01,772][root][INFO] - Lr: 1.923e-03 | Epoch: [67][70/372] | Time 0.487 | Data 0.066 | Loss 0.1720 | IoU 0.543 [2021-06-11 22:13:06,425][root][INFO] - Lr: 1.920e-03 | Epoch: [67][80/372] | Time 0.484 | Data 0.063 | Loss 0.1720 | IoU 0.543 [2021-06-11 22:13:11,085][root][INFO] - Lr: 1.916e-03 | Epoch: [67][90/372] | Time 0.482 | Data 0.061 | Loss 0.1720 | IoU 0.543 [2021-06-11 22:13:15,757][root][INFO] - Lr: 1.912e-03 | Epoch: [67][100/372] | Time 0.480 | Data 0.060 | Loss 0.1720 | IoU 0.543 [2021-06-11 22:13:20,405][root][INFO] - Lr: 1.909e-03 | Epoch: [67][110/372] | Time 0.479 | Data 0.059 | Loss 0.1719 | IoU 0.543 [2021-06-11 22:13:25,034][root][INFO] - Lr: 1.905e-03 | Epoch: [67][120/372] | Time 0.478 | Data 0.058 | Loss 0.1719 | IoU 0.543 [2021-06-11 22:13:29,665][root][INFO] - Lr: 1.902e-03 | Epoch: [67][130/372] | Time 0.477 | Data 0.057 | Loss 0.1719 | IoU 0.543 [2021-06-11 22:13:34,348][root][INFO] - Lr: 1.898e-03 | Epoch: [67][140/372] | Time 0.476 | Data 0.056 | Loss 0.1719 | IoU 0.543 [2021-06-11 22:13:39,060][root][INFO] - Lr: 1.894e-03 | Epoch: [67][150/372] | Time 0.476 | Data 0.056 | Loss 0.1718 | IoU 0.543 [2021-06-11 22:13:43,704][root][INFO] - Lr: 1.891e-03 | Epoch: [67][160/372] | Time 0.475 | Data 0.055 | Loss 0.1718 | IoU 0.543 [2021-06-11 22:13:48,370][root][INFO] - Lr: 1.887e-03 | Epoch: [67][170/372] | Time 0.475 | Data 0.055 | Loss 0.1718 | IoU 0.543 [2021-06-11 22:13:52,979][root][INFO] - Lr: 1.883e-03 | Epoch: [67][180/372] | Time 0.474 | Data 0.054 | Loss 0.1718 | IoU 0.543 [2021-06-11 22:13:57,605][root][INFO] - Lr: 1.880e-03 | Epoch: [67][190/372] | Time 0.473 | Data 0.054 | Loss 0.1718 | IoU 0.543 [2021-06-11 22:14:02,254][root][INFO] - Lr: 1.876e-03 | Epoch: [67][200/372] | Time 0.473 | Data 0.053 | Loss 0.1717 | IoU 0.543 [2021-06-11 22:14:06,890][root][INFO] - Lr: 1.872e-03 | Epoch: [67][210/372] | Time 0.472 | Data 0.053 | Loss 0.1717 | IoU 0.543 [2021-06-11 22:14:11,540][root][INFO] - Lr: 1.869e-03 | Epoch: [67][220/372] | Time 0.472 | Data 0.053 | Loss 0.1717 | IoU 0.543 [2021-06-11 22:14:16,174][root][INFO] - Lr: 1.865e-03 | Epoch: [67][230/372] | Time 0.472 | Data 0.052 | Loss 0.1717 | IoU 0.543 [2021-06-11 22:14:20,830][root][INFO] - Lr: 1.861e-03 | Epoch: [67][240/372] | Time 0.471 | Data 0.052 | Loss 0.1717 | IoU 0.543 [2021-06-11 22:14:25,441][root][INFO] - Lr: 1.858e-03 | Epoch: [67][250/372] | Time 0.471 | Data 0.052 | Loss 0.1716 | IoU 0.543 [2021-06-11 22:14:30,112][root][INFO] - Lr: 1.854e-03 | Epoch: [67][260/372] | Time 0.471 | Data 0.052 | Loss 0.1716 | IoU 0.543 [2021-06-11 22:14:34,771][root][INFO] - Lr: 1.851e-03 | Epoch: [67][270/372] | Time 0.471 | Data 0.051 | Loss 0.1716 | IoU 0.543 [2021-06-11 22:14:39,384][root][INFO] - Lr: 1.847e-03 | Epoch: [67][280/372] | Time 0.470 | Data 0.051 | Loss 0.1716 | IoU 0.543 [2021-06-11 22:14:44,077][root][INFO] - Lr: 1.843e-03 | Epoch: [67][290/372] | Time 0.470 | Data 0.051 | Loss 0.1715 | IoU 0.543 [2021-06-11 22:14:48,702][root][INFO] - Lr: 1.840e-03 | Epoch: [67][300/372] | Time 0.470 | Data 0.051 | Loss 0.1715 | IoU 0.543 [2021-06-11 22:14:53,353][root][INFO] - Lr: 1.836e-03 | Epoch: [67][310/372] | Time 0.470 | Data 0.051 | Loss 0.1715 | IoU 0.544 [2021-06-11 22:14:57,995][root][INFO] - Lr: 1.832e-03 | Epoch: [67][320/372] | Time 0.470 | Data 0.050 | Loss 0.1715 | IoU 0.544 [2021-06-11 22:15:02,671][root][INFO] - Lr: 1.829e-03 | Epoch: [67][330/372] | Time 0.470 | Data 0.050 | Loss 0.1715 | IoU 0.544 [2021-06-11 22:15:07,333][root][INFO] - Lr: 1.825e-03 | Epoch: [67][340/372] | Time 0.470 | Data 0.050 | Loss 0.1714 | IoU 0.544 [2021-06-11 22:15:11,976][root][INFO] - Lr: 1.821e-03 | Epoch: [67][350/372] | Time 0.469 | Data 0.050 | Loss 0.1714 | IoU 0.544 [2021-06-11 22:15:16,619][root][INFO] - Lr: 1.818e-03 | Epoch: [67][360/372] | Time 0.469 | Data 0.050 | Loss 0.1714 | IoU 0.544 [2021-06-11 22:15:21,216][root][INFO] - Lr: 1.814e-03 | Epoch: [67][370/372] | Time 0.469 | Data 0.050 | Loss 0.1714 | IoU 0.544 [2021-06-11 22:15:23,444][root][INFO] - Lr: 1.813e-03 | Epoch: [68][0/372] | Time 1.673 | Data 1.210 | Loss 0.1714 | IoU 0.544 [2021-06-11 22:15:28,392][root][INFO] - Lr: 1.810e-03 | Epoch: [68][10/372] | Time 0.600 | Data 0.166 | Loss 0.1713 | IoU 0.544 [2021-06-11 22:15:33,050][root][INFO] - Lr: 1.806e-03 | Epoch: [68][20/372] | Time 0.537 | Data 0.110 | Loss 0.1713 | IoU 0.544 [2021-06-11 22:15:37,715][root][INFO] - Lr: 1.802e-03 | Epoch: [68][30/372] | Time 0.514 | Data 0.090 | Loss 0.1713 | IoU 0.544 [2021-06-11 22:15:42,372][root][INFO] - Lr: 1.799e-03 | Epoch: [68][40/372] | Time 0.502 | Data 0.080 | Loss 0.1713 | IoU 0.544 [2021-06-11 22:15:47,015][root][INFO] - Lr: 1.795e-03 | Epoch: [68][50/372] | Time 0.495 | Data 0.073 | Loss 0.1712 | IoU 0.544 [2021-06-11 22:15:51,672][root][INFO] - Lr: 1.791e-03 | Epoch: [68][60/372] | Time 0.490 | Data 0.069 | Loss 0.1712 | IoU 0.544 [2021-06-11 22:15:56,327][root][INFO] - Lr: 1.788e-03 | Epoch: [68][70/372] | Time 0.487 | Data 0.066 | Loss 0.1712 | IoU 0.544 [2021-06-11 22:16:00,976][root][INFO] - Lr: 1.784e-03 | Epoch: [68][80/372] | Time 0.484 | Data 0.063 | Loss 0.1712 | IoU 0.544 [2021-06-11 22:16:05,639][root][INFO] - Lr: 1.780e-03 | Epoch: [68][90/372] | Time 0.482 | Data 0.062 | Loss 0.1712 | IoU 0.544 [2021-06-11 22:16:10,280][root][INFO] - Lr: 1.777e-03 | Epoch: [68][100/372] | Time 0.480 | Data 0.060 | Loss 0.1711 | IoU 0.544 [2021-06-11 22:16:14,946][root][INFO] - Lr: 1.773e-03 | Epoch: [68][110/372] | Time 0.479 | Data 0.059 | Loss 0.1711 | IoU 0.544 [2021-06-11 22:16:19,564][root][INFO] - Lr: 1.769e-03 | Epoch: [68][120/372] | Time 0.478 | Data 0.058 | Loss 0.1711 | IoU 0.544 [2021-06-11 22:16:24,194][root][INFO] - Lr: 1.766e-03 | Epoch: [68][130/372] | Time 0.477 | Data 0.057 | Loss 0.1711 | IoU 0.544 [2021-06-11 22:16:28,854][root][INFO] - Lr: 1.762e-03 | Epoch: [68][140/372] | Time 0.476 | Data 0.056 | Loss 0.1711 | IoU 0.544 [2021-06-11 22:16:33,509][root][INFO] - Lr: 1.758e-03 | Epoch: [68][150/372] | Time 0.475 | Data 0.056 | Loss 0.1710 | IoU 0.544 [2021-06-11 22:16:38,151][root][INFO] - Lr: 1.755e-03 | Epoch: [68][160/372] | Time 0.474 | Data 0.055 | Loss 0.1710 | IoU 0.544 [2021-06-11 22:16:42,777][root][INFO] - Lr: 1.751e-03 | Epoch: [68][170/372] | Time 0.474 | Data 0.054 | Loss 0.1710 | IoU 0.544 [2021-06-11 22:16:47,448][root][INFO] - Lr: 1.747e-03 | Epoch: [68][180/372] | Time 0.473 | Data 0.054 | Loss 0.1710 | IoU 0.544 [2021-06-11 22:16:52,081][root][INFO] - Lr: 1.744e-03 | Epoch: [68][190/372] | Time 0.473 | Data 0.053 | Loss 0.1709 | IoU 0.544 [2021-06-11 22:16:56,748][root][INFO] - Lr: 1.740e-03 | Epoch: [68][200/372] | Time 0.472 | Data 0.053 | Loss 0.1709 | IoU 0.544 [2021-06-11 22:17:01,370][root][INFO] - Lr: 1.736e-03 | Epoch: [68][210/372] | Time 0.472 | Data 0.053 | Loss 0.1709 | IoU 0.544 [2021-06-11 22:17:06,352][root][INFO] - Lr: 1.733e-03 | Epoch: [68][220/372] | Time 0.473 | Data 0.054 | Loss 0.1709 | IoU 0.544 [2021-06-11 22:17:10,974][root][INFO] - Lr: 1.729e-03 | Epoch: [68][230/372] | Time 0.473 | Data 0.053 | Loss 0.1709 | IoU 0.544 [2021-06-11 22:17:15,629][root][INFO] - Lr: 1.725e-03 | Epoch: [68][240/372] | Time 0.472 | Data 0.053 | Loss 0.1708 | IoU 0.544 [2021-06-11 22:17:20,285][root][INFO] - Lr: 1.722e-03 | Epoch: [68][250/372] | Time 0.472 | Data 0.053 | Loss 0.1708 | IoU 0.544 [2021-06-11 22:17:24,955][root][INFO] - Lr: 1.718e-03 | Epoch: [68][260/372] | Time 0.472 | Data 0.053 | Loss 0.1708 | IoU 0.545 [2021-06-11 22:17:29,600][root][INFO] - Lr: 1.714e-03 | Epoch: [68][270/372] | Time 0.472 | Data 0.053 | Loss 0.1708 | IoU 0.545 [2021-06-11 22:17:34,273][root][INFO] - Lr: 1.711e-03 | Epoch: [68][280/372] | Time 0.472 | Data 0.052 | Loss 0.1707 | IoU 0.545 [2021-06-11 22:17:38,929][root][INFO] - Lr: 1.707e-03 | Epoch: [68][290/372] | Time 0.471 | Data 0.052 | Loss 0.1707 | IoU 0.545 [2021-06-11 22:17:43,583][root][INFO] - Lr: 1.703e-03 | Epoch: [68][300/372] | Time 0.471 | Data 0.052 | Loss 0.1707 | IoU 0.545 [2021-06-11 22:17:48,226][root][INFO] - Lr: 1.700e-03 | Epoch: [68][310/372] | Time 0.471 | Data 0.052 | Loss 0.1707 | IoU 0.545 [2021-06-11 22:17:52,873][root][INFO] - Lr: 1.696e-03 | Epoch: [68][320/372] | Time 0.471 | Data 0.052 | Loss 0.1707 | IoU 0.545 [2021-06-11 22:17:57,502][root][INFO] - Lr: 1.692e-03 | Epoch: [68][330/372] | Time 0.470 | Data 0.052 | Loss 0.1706 | IoU 0.545 [2021-06-11 22:18:02,127][root][INFO] - Lr: 1.689e-03 | Epoch: [68][340/372] | Time 0.470 | Data 0.051 | Loss 0.1706 | IoU 0.545 [2021-06-11 22:18:06,799][root][INFO] - Lr: 1.685e-03 | Epoch: [68][350/372] | Time 0.470 | Data 0.051 | Loss 0.1706 | IoU 0.545 [2021-06-11 22:18:11,429][root][INFO] - Lr: 1.681e-03 | Epoch: [68][360/372] | Time 0.470 | Data 0.051 | Loss 0.1706 | IoU 0.545 [2021-06-11 22:18:16,025][root][INFO] - Lr: 1.677e-03 | Epoch: [68][370/372] | Time 0.470 | Data 0.051 | Loss 0.1705 | IoU 0.545 [2021-06-11 22:18:18,269][root][INFO] - Lr: 1.677e-03 | Epoch: [69][0/372] | Time 1.693 | Data 1.255 | Loss 0.1705 | IoU 0.545 [2021-06-11 22:18:23,096][root][INFO] - Lr: 1.673e-03 | Epoch: [69][10/372] | Time 0.595 | Data 0.166 | Loss 0.1705 | IoU 0.545 [2021-06-11 22:18:27,747][root][INFO] - Lr: 1.669e-03 | Epoch: [69][20/372] | Time 0.533 | Data 0.109 | Loss 0.1705 | IoU 0.545 [2021-06-11 22:18:32,380][root][INFO] - Lr: 1.666e-03 | Epoch: [69][30/372] | Time 0.511 | Data 0.089 | Loss 0.1705 | IoU 0.545 [2021-06-11 22:18:37,021][root][INFO] - Lr: 1.662e-03 | Epoch: [69][40/372] | Time 0.499 | Data 0.078 | Loss 0.1705 | IoU 0.545 [2021-06-11 22:18:41,682][root][INFO] - Lr: 1.658e-03 | Epoch: [69][50/372] | Time 0.493 | Data 0.072 | Loss 0.1704 | IoU 0.545 [2021-06-11 22:18:46,343][root][INFO] - Lr: 1.655e-03 | Epoch: [69][60/372] | Time 0.488 | Data 0.068 | Loss 0.1704 | IoU 0.545 [2021-06-11 22:18:51,008][root][INFO] - Lr: 1.651e-03 | Epoch: [69][70/372] | Time 0.485 | Data 0.065 | Loss 0.1704 | IoU 0.545 [2021-06-11 22:18:55,635][root][INFO] - Lr: 1.647e-03 | Epoch: [69][80/372] | Time 0.482 | Data 0.063 | Loss 0.1704 | IoU 0.545 [2021-06-11 22:19:00,304][root][INFO] - Lr: 1.643e-03 | Epoch: [69][90/372] | Time 0.481 | Data 0.061 | Loss 0.1703 | IoU 0.545 [2021-06-11 22:19:04,924][root][INFO] - Lr: 1.640e-03 | Epoch: [69][100/372] | Time 0.479 | Data 0.059 | Loss 0.1703 | IoU 0.545 [2021-06-11 22:19:09,568][root][INFO] - Lr: 1.636e-03 | Epoch: [69][110/372] | Time 0.478 | Data 0.058 | Loss 0.1703 | IoU 0.545 [2021-06-11 22:19:14,190][root][INFO] - Lr: 1.632e-03 | Epoch: [69][120/372] | Time 0.476 | Data 0.057 | Loss 0.1703 | IoU 0.545 [2021-06-11 22:19:18,832][root][INFO] - Lr: 1.629e-03 | Epoch: [69][130/372] | Time 0.475 | Data 0.056 | Loss 0.1703 | IoU 0.545 [2021-06-11 22:19:23,486][root][INFO] - Lr: 1.625e-03 | Epoch: [69][140/372] | Time 0.475 | Data 0.055 | Loss 0.1702 | IoU 0.545 [2021-06-11 22:19:28,116][root][INFO] - Lr: 1.621e-03 | Epoch: [69][150/372] | Time 0.474 | Data 0.055 | Loss 0.1702 | IoU 0.545 [2021-06-11 22:19:32,774][root][INFO] - Lr: 1.618e-03 | Epoch: [69][160/372] | Time 0.473 | Data 0.054 | Loss 0.1702 | IoU 0.545 [2021-06-11 22:19:37,386][root][INFO] - Lr: 1.614e-03 | Epoch: [69][170/372] | Time 0.473 | Data 0.054 | Loss 0.1702 | IoU 0.545 [2021-06-11 22:19:42,027][root][INFO] - Lr: 1.610e-03 | Epoch: [69][180/372] | Time 0.472 | Data 0.053 | Loss 0.1701 | IoU 0.545 [2021-06-11 22:19:46,645][root][INFO] - Lr: 1.606e-03 | Epoch: [69][190/372] | Time 0.472 | Data 0.053 | Loss 0.1701 | IoU 0.546 [2021-06-11 22:19:51,311][root][INFO] - Lr: 1.603e-03 | Epoch: [69][200/372] | Time 0.471 | Data 0.053 | Loss 0.1701 | IoU 0.546 [2021-06-11 22:19:55,972][root][INFO] - Lr: 1.599e-03 | Epoch: [69][210/372] | Time 0.471 | Data 0.052 | Loss 0.1701 | IoU 0.546 [2021-06-11 22:20:00,653][root][INFO] - Lr: 1.595e-03 | Epoch: [69][220/372] | Time 0.471 | Data 0.052 | Loss 0.1701 | IoU 0.546 [2021-06-11 22:20:05,302][root][INFO] - Lr: 1.592e-03 | Epoch: [69][230/372] | Time 0.471 | Data 0.052 | Loss 0.1700 | IoU 0.546 [2021-06-11 22:20:09,952][root][INFO] - Lr: 1.588e-03 | Epoch: [69][240/372] | Time 0.471 | Data 0.052 | Loss 0.1700 | IoU 0.546 [2021-06-11 22:20:14,595][root][INFO] - Lr: 1.584e-03 | Epoch: [69][250/372] | Time 0.470 | Data 0.052 | Loss 0.1700 | IoU 0.546 [2021-06-11 22:20:19,244][root][INFO] - Lr: 1.581e-03 | Epoch: [69][260/372] | Time 0.470 | Data 0.051 | Loss 0.1700 | IoU 0.546 [2021-06-11 22:20:23,911][root][INFO] - Lr: 1.577e-03 | Epoch: [69][270/372] | Time 0.470 | Data 0.051 | Loss 0.1700 | IoU 0.546 [2021-06-11 22:20:28,543][root][INFO] - Lr: 1.573e-03 | Epoch: [69][280/372] | Time 0.470 | Data 0.051 | Loss 0.1699 | IoU 0.546 [2021-06-11 22:20:33,184][root][INFO] - Lr: 1.569e-03 | Epoch: [69][290/372] | Time 0.470 | Data 0.051 | Loss 0.1699 | IoU 0.546 [2021-06-11 22:20:37,821][root][INFO] - Lr: 1.566e-03 | Epoch: [69][300/372] | Time 0.469 | Data 0.051 | Loss 0.1699 | IoU 0.546 [2021-06-11 22:20:42,457][root][INFO] - Lr: 1.562e-03 | Epoch: [69][310/372] | Time 0.469 | Data 0.051 | Loss 0.1699 | IoU 0.546 [2021-06-11 22:20:47,073][root][INFO] - Lr: 1.558e-03 | Epoch: [69][320/372] | Time 0.469 | Data 0.050 | Loss 0.1698 | IoU 0.546 [2021-06-11 22:20:51,736][root][INFO] - Lr: 1.555e-03 | Epoch: [69][330/372] | Time 0.469 | Data 0.050 | Loss 0.1698 | IoU 0.546 [2021-06-11 22:20:56,373][root][INFO] - Lr: 1.551e-03 | Epoch: [69][340/372] | Time 0.469 | Data 0.050 | Loss 0.1698 | IoU 0.546 [2021-06-11 22:21:01,030][root][INFO] - Lr: 1.547e-03 | Epoch: [69][350/372] | Time 0.469 | Data 0.050 | Loss 0.1698 | IoU 0.546 [2021-06-11 22:21:05,689][root][INFO] - Lr: 1.543e-03 | Epoch: [69][360/372] | Time 0.469 | Data 0.050 | Loss 0.1698 | IoU 0.546 [2021-06-11 22:21:10,265][root][INFO] - Lr: 1.540e-03 | Epoch: [69][370/372] | Time 0.468 | Data 0.050 | Loss 0.1697 | IoU 0.546 [2021-06-11 22:21:12,575][root][INFO] - Lr: 1.539e-03 | Epoch: [70][0/372] | Time 1.695 | Data 1.210 | Loss 0.1697 | IoU 0.546 [2021-06-11 22:21:17,409][root][INFO] - Lr: 1.535e-03 | Epoch: [70][10/372] | Time 0.596 | Data 0.168 | Loss 0.1697 | IoU 0.546 [2021-06-11 22:21:22,077][root][INFO] - Lr: 1.531e-03 | Epoch: [70][20/372] | Time 0.534 | Data 0.111 | Loss 0.1697 | IoU 0.546 [2021-06-11 22:21:26,725][root][INFO] - Lr: 1.528e-03 | Epoch: [70][30/372] | Time 0.512 | Data 0.091 | Loss 0.1697 | IoU 0.546 [2021-06-11 22:21:31,356][root][INFO] - Lr: 1.524e-03 | Epoch: [70][40/372] | Time 0.500 | Data 0.079 | Loss 0.1697 | IoU 0.546 [2021-06-11 22:21:35,984][root][INFO] - Lr: 1.520e-03 | Epoch: [70][50/372] | Time 0.493 | Data 0.073 | Loss 0.1696 | IoU 0.546 [2021-06-11 22:21:40,658][root][INFO] - Lr: 1.517e-03 | Epoch: [70][60/372] | Time 0.488 | Data 0.069 | Loss 0.1696 | IoU 0.546 [2021-06-11 22:21:45,276][root][INFO] - Lr: 1.513e-03 | Epoch: [70][70/372] | Time 0.485 | Data 0.066 | Loss 0.1696 | IoU 0.546 [2021-06-11 22:21:49,927][root][INFO] - Lr: 1.509e-03 | Epoch: [70][80/372] | Time 0.482 | Data 0.063 | Loss 0.1696 | IoU 0.546 [2021-06-11 22:21:54,557][root][INFO] - Lr: 1.505e-03 | Epoch: [70][90/372] | Time 0.480 | Data 0.061 | Loss 0.1695 | IoU 0.546 [2021-06-11 22:21:59,183][root][INFO] - Lr: 1.502e-03 | Epoch: [70][100/372] | Time 0.479 | Data 0.059 | Loss 0.1695 | IoU 0.546 [2021-06-11 22:22:03,810][root][INFO] - Lr: 1.498e-03 | Epoch: [70][110/372] | Time 0.477 | Data 0.058 | Loss 0.1695 | IoU 0.546 [2021-06-11 22:22:08,470][root][INFO] - Lr: 1.494e-03 | Epoch: [70][120/372] | Time 0.476 | Data 0.057 | Loss 0.1695 | IoU 0.546 [2021-06-11 22:22:13,102][root][INFO] - Lr: 1.490e-03 | Epoch: [70][130/372] | Time 0.475 | Data 0.056 | Loss 0.1695 | IoU 0.546 [2021-06-11 22:22:17,729][root][INFO] - Lr: 1.487e-03 | Epoch: [70][140/372] | Time 0.474 | Data 0.055 | Loss 0.1694 | IoU 0.547 [2021-06-11 22:22:22,397][root][INFO] - Lr: 1.483e-03 | Epoch: [70][150/372] | Time 0.474 | Data 0.055 | Loss 0.1694 | IoU 0.547 [2021-06-11 22:22:27,020][root][INFO] - Lr: 1.479e-03 | Epoch: [70][160/372] | Time 0.473 | Data 0.054 | Loss 0.1694 | IoU 0.547 [2021-06-11 22:22:31,657][root][INFO] - Lr: 1.475e-03 | Epoch: [70][170/372] | Time 0.473 | Data 0.054 | Loss 0.1694 | IoU 0.547 [2021-06-11 22:22:36,312][root][INFO] - Lr: 1.472e-03 | Epoch: [70][180/372] | Time 0.472 | Data 0.053 | Loss 0.1694 | IoU 0.547 [2021-06-11 22:22:40,956][root][INFO] - Lr: 1.468e-03 | Epoch: [70][190/372] | Time 0.472 | Data 0.053 | Loss 0.1693 | IoU 0.547 [2021-06-11 22:22:45,595][root][INFO] - Lr: 1.464e-03 | Epoch: [70][200/372] | Time 0.471 | Data 0.053 | Loss 0.1693 | IoU 0.547 [2021-06-11 22:22:50,217][root][INFO] - Lr: 1.460e-03 | Epoch: [70][210/372] | Time 0.471 | Data 0.052 | Loss 0.1693 | IoU 0.547 [2021-06-11 22:22:54,900][root][INFO] - Lr: 1.457e-03 | Epoch: [70][220/372] | Time 0.471 | Data 0.052 | Loss 0.1693 | IoU 0.547 [2021-06-11 22:22:59,544][root][INFO] - Lr: 1.453e-03 | Epoch: [70][230/372] | Time 0.471 | Data 0.052 | Loss 0.1693 | IoU 0.547 [2021-06-11 22:23:04,177][root][INFO] - Lr: 1.449e-03 | Epoch: [70][240/372] | Time 0.470 | Data 0.052 | Loss 0.1692 | IoU 0.547 [2021-06-11 22:23:08,859][root][INFO] - Lr: 1.445e-03 | Epoch: [70][250/372] | Time 0.470 | Data 0.051 | Loss 0.1692 | IoU 0.547 [2021-06-11 22:23:13,553][root][INFO] - Lr: 1.442e-03 | Epoch: [70][260/372] | Time 0.470 | Data 0.051 | Loss 0.1692 | IoU 0.547 [2021-06-11 22:23:18,179][root][INFO] - Lr: 1.438e-03 | Epoch: [70][270/372] | Time 0.470 | Data 0.051 | Loss 0.1692 | IoU 0.547 [2021-06-11 22:23:22,838][root][INFO] - Lr: 1.434e-03 | Epoch: [70][280/372] | Time 0.470 | Data 0.051 | Loss 0.1691 | IoU 0.547 [2021-06-11 22:23:27,468][root][INFO] - Lr: 1.430e-03 | Epoch: [70][290/372] | Time 0.470 | Data 0.051 | Loss 0.1691 | IoU 0.547 [2021-06-11 22:23:32,100][root][INFO] - Lr: 1.427e-03 | Epoch: [70][300/372] | Time 0.469 | Data 0.051 | Loss 0.1691 | IoU 0.547 [2021-06-11 22:23:36,728][root][INFO] - Lr: 1.423e-03 | Epoch: [70][310/372] | Time 0.469 | Data 0.050 | Loss 0.1691 | IoU 0.547 [2021-06-11 22:23:41,366][root][INFO] - Lr: 1.419e-03 | Epoch: [70][320/372] | Time 0.469 | Data 0.050 | Loss 0.1691 | IoU 0.547 [2021-06-11 22:23:46,039][root][INFO] - Lr: 1.415e-03 | Epoch: [70][330/372] | Time 0.469 | Data 0.050 | Loss 0.1690 | IoU 0.547 [2021-06-11 22:23:50,687][root][INFO] - Lr: 1.412e-03 | Epoch: [70][340/372] | Time 0.469 | Data 0.050 | Loss 0.1690 | IoU 0.547 [2021-06-11 22:23:55,386][root][INFO] - Lr: 1.408e-03 | Epoch: [70][350/372] | Time 0.469 | Data 0.050 | Loss 0.1690 | IoU 0.547 [2021-06-11 22:24:00,080][root][INFO] - Lr: 1.404e-03 | Epoch: [70][360/372] | Time 0.469 | Data 0.050 | Loss 0.1690 | IoU 0.547 [2021-06-11 22:24:04,670][root][INFO] - Lr: 1.400e-03 | Epoch: [70][370/372] | Time 0.469 | Data 0.050 | Loss 0.1690 | IoU 0.547 [2021-06-11 22:24:05,490][root][INFO] - 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467/500 [2021-06-11 22:24:50,702][root][INFO] - 468/500 [2021-06-11 22:24:50,779][root][INFO] - 469/500 [2021-06-11 22:24:50,850][root][INFO] - 470/500 [2021-06-11 22:24:50,957][root][INFO] - 471/500 [2021-06-11 22:24:51,063][root][INFO] - 472/500 [2021-06-11 22:24:51,169][root][INFO] - 473/500 [2021-06-11 22:24:51,261][root][INFO] - 474/500 [2021-06-11 22:24:51,381][root][INFO] - 475/500 [2021-06-11 22:24:51,460][root][INFO] - 476/500 [2021-06-11 22:24:51,585][root][INFO] - 477/500 [2021-06-11 22:24:51,663][root][INFO] - 478/500 [2021-06-11 22:24:51,773][root][INFO] - 479/500 [2021-06-11 22:24:51,888][root][INFO] - 480/500 [2021-06-11 22:24:51,995][root][INFO] - 481/500 [2021-06-11 22:24:52,077][root][INFO] - 482/500 [2021-06-11 22:24:52,191][root][INFO] - 483/500 [2021-06-11 22:24:52,269][root][INFO] - 484/500 [2021-06-11 22:24:52,377][root][INFO] - 485/500 [2021-06-11 22:24:52,457][root][INFO] - 486/500 [2021-06-11 22:24:52,568][root][INFO] - 487/500 [2021-06-11 22:24:52,666][root][INFO] - 488/500 [2021-06-11 22:24:52,750][root][INFO] - 489/500 [2021-06-11 22:24:52,821][root][INFO] - 490/500 [2021-06-11 22:24:52,926][root][INFO] - 491/500 [2021-06-11 22:24:53,031][root][INFO] - 492/500 [2021-06-11 22:24:53,103][root][INFO] - 493/500 [2021-06-11 22:24:53,174][root][INFO] - 494/500 [2021-06-11 22:24:53,245][root][INFO] - 495/500 [2021-06-11 22:24:53,317][root][INFO] - 496/500 [2021-06-11 22:24:53,388][root][INFO] - 497/500 [2021-06-11 22:24:53,459][root][INFO] - 498/500 [2021-06-11 22:24:53,530][root][INFO] - 499/500 [2021-06-11 22:24:53,676][root][INFO] - Validation set: Time avg per batch 0.097 Loss avg 0.2964 IoU avg 0.562 [2021-06-11 22:24:55,391][root][INFO] - Lr: 1.400e-03 | Epoch: [71][0/372] | Time 1.655 | Data 1.205 | Loss 0.1690 | IoU 0.547 [2021-06-11 22:25:00,191][root][INFO] - Lr: 1.396e-03 | Epoch: [71][10/372] | Time 0.588 | Data 0.160 | Loss 0.1689 | IoU 0.547 [2021-06-11 22:25:04,804][root][INFO] - Lr: 1.392e-03 | Epoch: [71][20/372] | Time 0.527 | Data 0.106 | Loss 0.1689 | IoU 0.547 [2021-06-11 22:25:09,420][root][INFO] - Lr: 1.388e-03 | Epoch: [71][30/372] | Time 0.506 | Data 0.087 | Loss 0.1689 | IoU 0.547 [2021-06-11 22:25:14,031][root][INFO] - Lr: 1.385e-03 | Epoch: [71][40/372] | Time 0.495 | Data 0.077 | Loss 0.1689 | IoU 0.547 [2021-06-11 22:25:18,662][root][INFO] - Lr: 1.381e-03 | Epoch: [71][50/372] | Time 0.489 | Data 0.071 | Loss 0.1689 | IoU 0.547 [2021-06-11 22:25:23,297][root][INFO] - Lr: 1.377e-03 | Epoch: [71][60/372] | Time 0.485 | Data 0.067 | Loss 0.1688 | IoU 0.547 [2021-06-11 22:25:27,920][root][INFO] - Lr: 1.373e-03 | Epoch: [71][70/372] | Time 0.482 | Data 0.065 | Loss 0.1688 | IoU 0.547 [2021-06-11 22:25:32,566][root][INFO] - Lr: 1.370e-03 | Epoch: [71][80/372] | Time 0.480 | Data 0.063 | Loss 0.1688 | IoU 0.547 [2021-06-11 22:25:37,179][root][INFO] - Lr: 1.366e-03 | Epoch: [71][90/372] | Time 0.477 | Data 0.061 | Loss 0.1688 | IoU 0.547 [2021-06-11 22:25:41,803][root][INFO] - Lr: 1.362e-03 | Epoch: [71][100/372] | Time 0.476 | Data 0.059 | Loss 0.1688 | IoU 0.547 [2021-06-11 22:25:46,459][root][INFO] - Lr: 1.358e-03 | Epoch: [71][110/372] | Time 0.475 | Data 0.058 | Loss 0.1687 | IoU 0.548 [2021-06-11 22:25:51,102][root][INFO] - Lr: 1.354e-03 | Epoch: [71][120/372] | Time 0.474 | Data 0.057 | Loss 0.1687 | IoU 0.548 [2021-06-11 22:25:55,728][root][INFO] - Lr: 1.351e-03 | Epoch: [71][130/372] | Time 0.473 | Data 0.056 | Loss 0.1687 | IoU 0.548 [2021-06-11 22:26:00,371][root][INFO] - Lr: 1.347e-03 | Epoch: [71][140/372] | Time 0.473 | Data 0.056 | Loss 0.1687 | IoU 0.548 [2021-06-11 22:26:05,026][root][INFO] - Lr: 1.343e-03 | Epoch: [71][150/372] | Time 0.472 | Data 0.055 | Loss 0.1686 | IoU 0.548 [2021-06-11 22:26:09,673][root][INFO] - Lr: 1.339e-03 | Epoch: [71][160/372] | Time 0.472 | Data 0.055 | Loss 0.1686 | IoU 0.548 [2021-06-11 22:26:14,310][root][INFO] - Lr: 1.336e-03 | Epoch: [71][170/372] | Time 0.471 | Data 0.054 | Loss 0.1686 | IoU 0.548 [2021-06-11 22:26:18,967][root][INFO] - Lr: 1.332e-03 | Epoch: [71][180/372] | Time 0.471 | Data 0.054 | Loss 0.1686 | IoU 0.548 [2021-06-11 22:26:23,598][root][INFO] - Lr: 1.328e-03 | Epoch: [71][190/372] | Time 0.470 | Data 0.053 | Loss 0.1686 | IoU 0.548 [2021-06-11 22:26:28,253][root][INFO] - Lr: 1.324e-03 | Epoch: [71][200/372] | Time 0.470 | Data 0.053 | Loss 0.1685 | IoU 0.548 [2021-06-11 22:26:32,895][root][INFO] - Lr: 1.320e-03 | Epoch: [71][210/372] | Time 0.470 | Data 0.053 | Loss 0.1685 | IoU 0.548 [2021-06-11 22:26:37,554][root][INFO] - Lr: 1.317e-03 | Epoch: [71][220/372] | Time 0.470 | Data 0.052 | Loss 0.1685 | IoU 0.548 [2021-06-11 22:26:42,243][root][INFO] - Lr: 1.313e-03 | Epoch: [71][230/372] | Time 0.470 | Data 0.052 | Loss 0.1685 | IoU 0.548 [2021-06-11 22:26:46,870][root][INFO] - Lr: 1.309e-03 | Epoch: [71][240/372] | Time 0.469 | Data 0.052 | Loss 0.1685 | IoU 0.548 [2021-06-11 22:26:51,542][root][INFO] - Lr: 1.305e-03 | Epoch: [71][250/372] | Time 0.469 | Data 0.052 | Loss 0.1684 | IoU 0.548 [2021-06-11 22:26:56,193][root][INFO] - Lr: 1.301e-03 | Epoch: [71][260/372] | Time 0.469 | Data 0.052 | Loss 0.1684 | IoU 0.548 [2021-06-11 22:27:00,880][root][INFO] - Lr: 1.298e-03 | Epoch: [71][270/372] | Time 0.469 | Data 0.051 | Loss 0.1684 | IoU 0.548 [2021-06-11 22:27:05,527][root][INFO] - Lr: 1.294e-03 | Epoch: [71][280/372] | Time 0.469 | Data 0.051 | Loss 0.1684 | IoU 0.548 [2021-06-11 22:27:10,181][root][INFO] - Lr: 1.290e-03 | Epoch: [71][290/372] | Time 0.469 | Data 0.051 | Loss 0.1684 | IoU 0.548 [2021-06-11 22:27:14,831][root][INFO] - Lr: 1.286e-03 | Epoch: [71][300/372] | Time 0.469 | Data 0.051 | Loss 0.1683 | IoU 0.548 [2021-06-11 22:27:19,451][root][INFO] - Lr: 1.282e-03 | Epoch: [71][310/372] | Time 0.469 | Data 0.051 | Loss 0.1683 | IoU 0.548 [2021-06-11 22:27:24,094][root][INFO] - Lr: 1.279e-03 | Epoch: [71][320/372] | Time 0.468 | Data 0.051 | Loss 0.1683 | IoU 0.548 [2021-06-11 22:27:28,745][root][INFO] - Lr: 1.275e-03 | Epoch: [71][330/372] | Time 0.468 | Data 0.051 | Loss 0.1683 | IoU 0.548 [2021-06-11 22:27:33,383][root][INFO] - Lr: 1.271e-03 | Epoch: [71][340/372] | Time 0.468 | Data 0.050 | Loss 0.1683 | IoU 0.548 [2021-06-11 22:27:38,015][root][INFO] - Lr: 1.267e-03 | Epoch: [71][350/372] | Time 0.468 | Data 0.050 | Loss 0.1682 | IoU 0.548 [2021-06-11 22:27:42,672][root][INFO] - Lr: 1.263e-03 | Epoch: [71][360/372] | Time 0.468 | Data 0.050 | Loss 0.1682 | IoU 0.548 [2021-06-11 22:27:47,279][root][INFO] - Lr: 1.260e-03 | Epoch: [71][370/372] | Time 0.468 | Data 0.050 | Loss 0.1682 | IoU 0.548 [2021-06-11 22:27:49,579][root][INFO] - Lr: 1.259e-03 | Epoch: [72][0/372] | Time 1.711 | Data 1.243 | Loss 0.1682 | IoU 0.548 [2021-06-11 22:27:54,401][root][INFO] - Lr: 1.255e-03 | Epoch: [72][10/372] | Time 0.596 | Data 0.169 | Loss 0.1682 | IoU 0.548 [2021-06-11 22:27:59,050][root][INFO] - Lr: 1.251e-03 | Epoch: [72][20/372] | Time 0.533 | Data 0.110 | Loss 0.1681 | IoU 0.548 [2021-06-11 22:28:03,703][root][INFO] - Lr: 1.247e-03 | Epoch: [72][30/372] | Time 0.511 | Data 0.090 | Loss 0.1681 | IoU 0.548 [2021-06-11 22:28:08,359][root][INFO] - Lr: 1.244e-03 | Epoch: [72][40/372] | Time 0.500 | Data 0.080 | Loss 0.1681 | IoU 0.548 [2021-06-11 22:28:12,983][root][INFO] - Lr: 1.240e-03 | Epoch: [72][50/372] | Time 0.493 | Data 0.073 | Loss 0.1681 | IoU 0.548 [2021-06-11 22:28:17,640][root][INFO] - Lr: 1.236e-03 | Epoch: [72][60/372] | Time 0.488 | Data 0.069 | Loss 0.1681 | IoU 0.548 [2021-06-11 22:28:22,297][root][INFO] - Lr: 1.232e-03 | Epoch: [72][70/372] | Time 0.485 | Data 0.065 | Loss 0.1680 | IoU 0.548 [2021-06-11 22:28:26,941][root][INFO] - Lr: 1.228e-03 | Epoch: [72][80/372] | Time 0.483 | Data 0.063 | Loss 0.1680 | IoU 0.549 [2021-06-11 22:28:31,579][root][INFO] - Lr: 1.225e-03 | Epoch: [72][90/372] | Time 0.481 | Data 0.061 | Loss 0.1680 | IoU 0.549 [2021-06-11 22:28:36,251][root][INFO] - Lr: 1.221e-03 | Epoch: [72][100/372] | Time 0.479 | Data 0.060 | Loss 0.1680 | IoU 0.549 [2021-06-11 22:28:40,897][root][INFO] - Lr: 1.217e-03 | Epoch: [72][110/372] | Time 0.478 | Data 0.059 | Loss 0.1680 | IoU 0.549 [2021-06-11 22:28:45,523][root][INFO] - Lr: 1.213e-03 | Epoch: [72][120/372] | Time 0.477 | Data 0.057 | Loss 0.1679 | IoU 0.549 [2021-06-11 22:28:50,178][root][INFO] - Lr: 1.209e-03 | Epoch: [72][130/372] | Time 0.476 | Data 0.057 | Loss 0.1679 | IoU 0.549 [2021-06-11 22:28:54,811][root][INFO] - Lr: 1.205e-03 | Epoch: [72][140/372] | Time 0.475 | Data 0.056 | Loss 0.1679 | IoU 0.549 [2021-06-11 22:28:59,507][root][INFO] - Lr: 1.202e-03 | Epoch: [72][150/372] | Time 0.475 | Data 0.055 | Loss 0.1679 | IoU 0.549 [2021-06-11 22:29:04,126][root][INFO] - Lr: 1.198e-03 | Epoch: [72][160/372] | Time 0.474 | Data 0.055 | Loss 0.1679 | IoU 0.549 [2021-06-11 22:29:08,768][root][INFO] - Lr: 1.194e-03 | Epoch: [72][170/372] | Time 0.473 | Data 0.054 | Loss 0.1678 | IoU 0.549 [2021-06-11 22:29:13,396][root][INFO] - Lr: 1.190e-03 | Epoch: [72][180/372] | Time 0.473 | Data 0.054 | Loss 0.1678 | IoU 0.549 [2021-06-11 22:29:18,049][root][INFO] - Lr: 1.186e-03 | Epoch: [72][190/372] | Time 0.472 | Data 0.053 | Loss 0.1678 | IoU 0.549 [2021-06-11 22:29:22,684][root][INFO] - Lr: 1.182e-03 | Epoch: [72][200/372] | Time 0.472 | Data 0.053 | Loss 0.1678 | IoU 0.549 [2021-06-11 22:29:27,336][root][INFO] - Lr: 1.179e-03 | Epoch: [72][210/372] | Time 0.471 | Data 0.052 | Loss 0.1678 | IoU 0.549 [2021-06-11 22:29:31,985][root][INFO] - Lr: 1.175e-03 | Epoch: [72][220/372] | Time 0.471 | Data 0.052 | Loss 0.1677 | IoU 0.549 [2021-06-11 22:29:36,614][root][INFO] - Lr: 1.171e-03 | Epoch: [72][230/372] | Time 0.471 | Data 0.052 | Loss 0.1677 | IoU 0.549 [2021-06-11 22:29:41,254][root][INFO] - Lr: 1.167e-03 | Epoch: [72][240/372] | Time 0.471 | Data 0.052 | Loss 0.1677 | IoU 0.549 [2021-06-11 22:29:45,916][root][INFO] - Lr: 1.163e-03 | Epoch: [72][250/372] | Time 0.470 | Data 0.051 | Loss 0.1677 | IoU 0.549 [2021-06-11 22:29:50,557][root][INFO] - Lr: 1.159e-03 | Epoch: [72][260/372] | Time 0.470 | Data 0.051 | Loss 0.1677 | IoU 0.549 [2021-06-11 22:29:55,192][root][INFO] - Lr: 1.156e-03 | Epoch: [72][270/372] | Time 0.470 | Data 0.051 | Loss 0.1676 | IoU 0.549 [2021-06-11 22:29:59,812][root][INFO] - Lr: 1.152e-03 | Epoch: [72][280/372] | Time 0.470 | Data 0.051 | Loss 0.1676 | IoU 0.549 [2021-06-11 22:30:04,458][root][INFO] - Lr: 1.148e-03 | Epoch: [72][290/372] | Time 0.469 | Data 0.051 | Loss 0.1676 | IoU 0.549 [2021-06-11 22:30:09,104][root][INFO] - Lr: 1.144e-03 | Epoch: [72][300/372] | Time 0.469 | Data 0.051 | Loss 0.1676 | IoU 0.549 [2021-06-11 22:30:13,759][root][INFO] - Lr: 1.140e-03 | Epoch: [72][310/372] | Time 0.469 | Data 0.050 | Loss 0.1676 | IoU 0.549 [2021-06-11 22:30:18,418][root][INFO] - Lr: 1.136e-03 | Epoch: [72][320/372] | Time 0.469 | Data 0.050 | Loss 0.1676 | IoU 0.549 [2021-06-11 22:30:23,058][root][INFO] - Lr: 1.133e-03 | Epoch: [72][330/372] | Time 0.469 | Data 0.050 | Loss 0.1675 | IoU 0.549 [2021-06-11 22:30:27,712][root][INFO] - Lr: 1.129e-03 | Epoch: [72][340/372] | Time 0.469 | Data 0.050 | Loss 0.1675 | IoU 0.549 [2021-06-11 22:30:32,375][root][INFO] - Lr: 1.125e-03 | Epoch: [72][350/372] | Time 0.469 | Data 0.050 | Loss 0.1675 | IoU 0.549 [2021-06-11 22:30:37,001][root][INFO] - Lr: 1.121e-03 | Epoch: [72][360/372] | Time 0.469 | Data 0.050 | Loss 0.1675 | IoU 0.549 [2021-06-11 22:30:41,603][root][INFO] - Lr: 1.117e-03 | Epoch: [72][370/372] | Time 0.468 | Data 0.050 | Loss 0.1674 | IoU 0.549 [2021-06-11 22:30:43,925][root][INFO] - Lr: 1.116e-03 | Epoch: [73][0/372] | Time 1.715 | Data 1.248 | Loss 0.1674 | IoU 0.549 [2021-06-11 22:30:48,726][root][INFO] - Lr: 1.112e-03 | Epoch: [73][10/372] | Time 0.595 | Data 0.168 | Loss 0.1674 | IoU 0.549 [2021-06-11 22:30:53,404][root][INFO] - Lr: 1.109e-03 | Epoch: [73][20/372] | Time 0.534 | Data 0.110 | Loss 0.1674 | IoU 0.549 [2021-06-11 22:30:58,064][root][INFO] - Lr: 1.105e-03 | Epoch: [73][30/372] | Time 0.512 | Data 0.089 | Loss 0.1674 | IoU 0.549 [2021-06-11 22:31:02,695][root][INFO] - Lr: 1.101e-03 | Epoch: [73][40/372] | Time 0.500 | Data 0.079 | Loss 0.1674 | IoU 0.549 [2021-06-11 22:31:07,342][root][INFO] - Lr: 1.097e-03 | Epoch: [73][50/372] | Time 0.493 | Data 0.072 | Loss 0.1674 | IoU 0.550 [2021-06-11 22:31:11,976][root][INFO] - Lr: 1.093e-03 | Epoch: [73][60/372] | Time 0.488 | Data 0.068 | Loss 0.1673 | IoU 0.550 [2021-06-11 22:31:16,601][root][INFO] - Lr: 1.089e-03 | Epoch: [73][70/372] | Time 0.485 | Data 0.065 | Loss 0.1673 | IoU 0.550 [2021-06-11 22:31:21,221][root][INFO] - Lr: 1.085e-03 | Epoch: [73][80/372] | Time 0.482 | Data 0.062 | Loss 0.1673 | IoU 0.550 [2021-06-11 22:31:25,894][root][INFO] - Lr: 1.082e-03 | Epoch: [73][90/372] | Time 0.480 | Data 0.061 | Loss 0.1673 | IoU 0.550 [2021-06-11 22:31:30,539][root][INFO] - Lr: 1.078e-03 | Epoch: [73][100/372] | Time 0.479 | Data 0.059 | Loss 0.1673 | IoU 0.550 [2021-06-11 22:31:35,176][root][INFO] - Lr: 1.074e-03 | Epoch: [73][110/372] | Time 0.477 | Data 0.058 | Loss 0.1672 | IoU 0.550 [2021-06-11 22:31:39,813][root][INFO] - Lr: 1.070e-03 | Epoch: [73][120/372] | Time 0.476 | Data 0.057 | Loss 0.1672 | IoU 0.550 [2021-06-11 22:31:44,489][root][INFO] - Lr: 1.066e-03 | Epoch: [73][130/372] | Time 0.476 | Data 0.056 | Loss 0.1672 | IoU 0.550 [2021-06-11 22:31:49,234][root][INFO] - Lr: 1.062e-03 | Epoch: [73][140/372] | Time 0.476 | Data 0.056 | Loss 0.1672 | IoU 0.550 [2021-06-11 22:31:53,858][root][INFO] - Lr: 1.058e-03 | Epoch: [73][150/372] | Time 0.475 | Data 0.055 | Loss 0.1672 | IoU 0.550 [2021-06-11 22:31:58,499][root][INFO] - Lr: 1.054e-03 | Epoch: [73][160/372] | Time 0.474 | Data 0.054 | Loss 0.1671 | IoU 0.550 [2021-06-11 22:32:03,113][root][INFO] - Lr: 1.051e-03 | Epoch: [73][170/372] | Time 0.473 | Data 0.054 | Loss 0.1671 | IoU 0.550 [2021-06-11 22:32:07,728][root][INFO] - Lr: 1.047e-03 | Epoch: [73][180/372] | Time 0.473 | Data 0.053 | Loss 0.1671 | IoU 0.550 [2021-06-11 22:32:12,354][root][INFO] - Lr: 1.043e-03 | Epoch: [73][190/372] | Time 0.472 | Data 0.053 | Loss 0.1671 | IoU 0.550 [2021-06-11 22:32:17,018][root][INFO] - Lr: 1.039e-03 | Epoch: [73][200/372] | Time 0.472 | Data 0.052 | Loss 0.1671 | IoU 0.550 [2021-06-11 22:32:21,633][root][INFO] - Lr: 1.035e-03 | Epoch: [73][210/372] | Time 0.471 | Data 0.052 | Loss 0.1670 | IoU 0.550 [2021-06-11 22:32:26,247][root][INFO] - Lr: 1.031e-03 | Epoch: [73][220/372] | Time 0.471 | Data 0.052 | Loss 0.1670 | IoU 0.550 [2021-06-11 22:32:30,864][root][INFO] - Lr: 1.027e-03 | Epoch: [73][230/372] | Time 0.470 | Data 0.051 | Loss 0.1670 | IoU 0.550 [2021-06-11 22:32:35,509][root][INFO] - Lr: 1.023e-03 | Epoch: [73][240/372] | Time 0.470 | Data 0.051 | Loss 0.1670 | IoU 0.550 [2021-06-11 22:32:40,119][root][INFO] - Lr: 1.019e-03 | Epoch: [73][250/372] | Time 0.470 | Data 0.051 | Loss 0.1670 | IoU 0.550 [2021-06-11 22:32:44,733][root][INFO] - Lr: 1.015e-03 | Epoch: [73][260/372] | Time 0.470 | Data 0.051 | Loss 0.1669 | IoU 0.550 [2021-06-11 22:32:49,351][root][INFO] - Lr: 1.012e-03 | Epoch: [73][270/372] | Time 0.469 | Data 0.050 | Loss 0.1669 | IoU 0.550 [2021-06-11 22:32:53,961][root][INFO] - Lr: 1.008e-03 | Epoch: [73][280/372] | Time 0.469 | Data 0.050 | Loss 0.1669 | IoU 0.550 [2021-06-11 22:32:58,580][root][INFO] - Lr: 1.004e-03 | Epoch: [73][290/372] | Time 0.469 | Data 0.050 | Loss 0.1669 | IoU 0.550 [2021-06-11 22:33:03,178][root][INFO] - Lr: 9.999e-04 | Epoch: [73][300/372] | Time 0.468 | Data 0.050 | Loss 0.1669 | IoU 0.550 [2021-06-11 22:33:07,800][root][INFO] - Lr: 9.960e-04 | Epoch: [73][310/372] | Time 0.468 | Data 0.049 | Loss 0.1668 | IoU 0.550 [2021-06-11 22:33:12,438][root][INFO] - Lr: 9.921e-04 | Epoch: [73][320/372] | Time 0.468 | Data 0.049 | Loss 0.1668 | IoU 0.550 [2021-06-11 22:33:17,081][root][INFO] - Lr: 9.882e-04 | Epoch: [73][330/372] | Time 0.468 | Data 0.049 | Loss 0.1668 | IoU 0.550 [2021-06-11 22:33:21,695][root][INFO] - Lr: 9.843e-04 | Epoch: [73][340/372] | Time 0.468 | Data 0.049 | Loss 0.1668 | IoU 0.550 [2021-06-11 22:33:26,341][root][INFO] - Lr: 9.803e-04 | Epoch: [73][350/372] | Time 0.468 | Data 0.049 | Loss 0.1668 | IoU 0.550 [2021-06-11 22:33:30,991][root][INFO] - Lr: 9.764e-04 | Epoch: [73][360/372] | Time 0.468 | Data 0.049 | Loss 0.1667 | IoU 0.550 [2021-06-11 22:33:35,585][root][INFO] - Lr: 9.725e-04 | Epoch: [73][370/372] | Time 0.467 | Data 0.049 | Loss 0.1667 | IoU 0.550 [2021-06-11 22:33:37,860][root][INFO] - Lr: 9.717e-04 | Epoch: [74][0/372] | Time 1.711 | Data 1.255 | Loss 0.1667 | IoU 0.550 [2021-06-11 22:33:42,588][root][INFO] - Lr: 9.678e-04 | Epoch: [74][10/372] | Time 0.589 | Data 0.164 | Loss 0.1667 | IoU 0.550 [2021-06-11 22:33:47,205][root][INFO] - Lr: 9.639e-04 | Epoch: [74][20/372] | Time 0.528 | Data 0.107 | Loss 0.1667 | IoU 0.550 [2021-06-11 22:33:51,842][root][INFO] - Lr: 9.600e-04 | Epoch: [74][30/372] | Time 0.508 | Data 0.087 | Loss 0.1667 | IoU 0.550 [2021-06-11 22:33:56,481][root][INFO] - Lr: 9.560e-04 | Epoch: [74][40/372] | Time 0.497 | Data 0.077 | Loss 0.1666 | IoU 0.551 [2021-06-11 22:34:01,102][root][INFO] - Lr: 9.521e-04 | Epoch: [74][50/372] | Time 0.490 | Data 0.071 | Loss 0.1666 | IoU 0.551 [2021-06-11 22:34:05,754][root][INFO] - Lr: 9.482e-04 | Epoch: [74][60/372] | Time 0.486 | Data 0.067 | Loss 0.1666 | IoU 0.551 [2021-06-11 22:34:10,374][root][INFO] - Lr: 9.443e-04 | Epoch: [74][70/372] | Time 0.483 | Data 0.064 | Loss 0.1666 | IoU 0.551 [2021-06-11 22:34:15,018][root][INFO] - Lr: 9.403e-04 | Epoch: [74][80/372] | Time 0.480 | Data 0.061 | Loss 0.1666 | IoU 0.551 [2021-06-11 22:34:19,624][root][INFO] - Lr: 9.364e-04 | Epoch: [74][90/372] | Time 0.478 | Data 0.059 | Loss 0.1665 | IoU 0.551 [2021-06-11 22:34:24,223][root][INFO] - Lr: 9.325e-04 | Epoch: [74][100/372] | Time 0.476 | Data 0.058 | Loss 0.1665 | IoU 0.551 [2021-06-11 22:34:28,845][root][INFO] - Lr: 9.285e-04 | Epoch: [74][110/372] | Time 0.475 | Data 0.057 | Loss 0.1665 | IoU 0.551 [2021-06-11 22:34:33,531][root][INFO] - Lr: 9.246e-04 | Epoch: [74][120/372] | Time 0.474 | Data 0.056 | Loss 0.1665 | IoU 0.551 [2021-06-11 22:34:38,154][root][INFO] - Lr: 9.206e-04 | Epoch: [74][130/372] | Time 0.474 | Data 0.055 | Loss 0.1665 | IoU 0.551 [2021-06-11 22:34:42,802][root][INFO] - Lr: 9.167e-04 | Epoch: [74][140/372] | Time 0.473 | Data 0.055 | Loss 0.1664 | IoU 0.551 [2021-06-11 22:34:47,426][root][INFO] - Lr: 9.127e-04 | Epoch: [74][150/372] | Time 0.472 | Data 0.054 | Loss 0.1664 | IoU 0.551 [2021-06-11 22:34:52,065][root][INFO] - Lr: 9.088e-04 | Epoch: [74][160/372] | Time 0.472 | Data 0.053 | Loss 0.1664 | IoU 0.551 [2021-06-11 22:34:56,667][root][INFO] - Lr: 9.049e-04 | Epoch: [74][170/372] | Time 0.471 | Data 0.053 | Loss 0.1664 | IoU 0.551 [2021-06-11 22:35:01,315][root][INFO] - Lr: 9.009e-04 | Epoch: [74][180/372] | Time 0.471 | Data 0.052 | Loss 0.1664 | IoU 0.551 [2021-06-11 22:35:05,925][root][INFO] - Lr: 8.969e-04 | Epoch: [74][190/372] | Time 0.470 | Data 0.052 | Loss 0.1663 | IoU 0.551 [2021-06-11 22:35:10,579][root][INFO] - Lr: 8.930e-04 | Epoch: [74][200/372] | Time 0.470 | Data 0.052 | Loss 0.1663 | IoU 0.551 [2021-06-11 22:35:15,203][root][INFO] - Lr: 8.890e-04 | Epoch: [74][210/372] | Time 0.470 | Data 0.051 | Loss 0.1663 | IoU 0.551 [2021-06-11 22:35:19,796][root][INFO] - Lr: 8.851e-04 | Epoch: [74][220/372] | Time 0.469 | Data 0.051 | Loss 0.1663 | IoU 0.551 [2021-06-11 22:35:24,425][root][INFO] - Lr: 8.811e-04 | Epoch: [74][230/372] | Time 0.469 | Data 0.051 | Loss 0.1663 | IoU 0.551 [2021-06-11 22:35:29,037][root][INFO] - Lr: 8.772e-04 | Epoch: [74][240/372] | Time 0.469 | Data 0.050 | Loss 0.1662 | IoU 0.551 [2021-06-11 22:35:33,675][root][INFO] - Lr: 8.732e-04 | Epoch: [74][250/372] | Time 0.468 | Data 0.050 | Loss 0.1662 | IoU 0.551 [2021-06-11 22:35:38,295][root][INFO] - Lr: 8.692e-04 | Epoch: [74][260/372] | Time 0.468 | Data 0.050 | Loss 0.1662 | IoU 0.551 [2021-06-11 22:35:42,932][root][INFO] - Lr: 8.653e-04 | Epoch: [74][270/372] | Time 0.468 | Data 0.050 | Loss 0.1662 | IoU 0.551 [2021-06-11 22:35:47,585][root][INFO] - Lr: 8.613e-04 | Epoch: [74][280/372] | Time 0.468 | Data 0.050 | Loss 0.1662 | IoU 0.551 [2021-06-11 22:35:52,211][root][INFO] - Lr: 8.573e-04 | Epoch: [74][290/372] | Time 0.468 | Data 0.050 | Loss 0.1661 | IoU 0.551 [2021-06-11 22:35:56,827][root][INFO] - Lr: 8.533e-04 | Epoch: [74][300/372] | Time 0.467 | Data 0.049 | Loss 0.1661 | IoU 0.551 [2021-06-11 22:36:01,437][root][INFO] - Lr: 8.494e-04 | Epoch: [74][310/372] | Time 0.467 | Data 0.049 | Loss 0.1661 | IoU 0.551 [2021-06-11 22:36:06,058][root][INFO] - Lr: 8.454e-04 | Epoch: [74][320/372] | Time 0.467 | Data 0.049 | Loss 0.1661 | IoU 0.551 [2021-06-11 22:36:10,662][root][INFO] - Lr: 8.414e-04 | Epoch: [74][330/372] | Time 0.467 | Data 0.049 | Loss 0.1661 | IoU 0.551 [2021-06-11 22:36:15,265][root][INFO] - Lr: 8.374e-04 | Epoch: [74][340/372] | Time 0.467 | Data 0.049 | Loss 0.1660 | IoU 0.551 [2021-06-11 22:36:19,908][root][INFO] - Lr: 8.334e-04 | Epoch: [74][350/372] | Time 0.467 | Data 0.049 | Loss 0.1660 | IoU 0.551 [2021-06-11 22:36:24,541][root][INFO] - Lr: 8.295e-04 | Epoch: [74][360/372] | Time 0.467 | Data 0.049 | Loss 0.1660 | IoU 0.551 [2021-06-11 22:36:29,126][root][INFO] - Lr: 8.255e-04 | Epoch: [74][370/372] | Time 0.466 | Data 0.048 | Loss 0.1660 | IoU 0.551 [2021-06-11 22:36:31,348][root][INFO] - Lr: 8.247e-04 | Epoch: [75][0/372] | Time 1.683 | Data 1.211 | Loss 0.1660 | IoU 0.551 [2021-06-11 22:36:36,089][root][INFO] - Lr: 8.207e-04 | Epoch: [75][10/372] | Time 0.585 | Data 0.157 | Loss 0.1660 | IoU 0.551 [2021-06-11 22:36:40,726][root][INFO] - Lr: 8.167e-04 | Epoch: [75][20/372] | Time 0.527 | Data 0.104 | Loss 0.1660 | IoU 0.552 [2021-06-11 22:36:45,349][root][INFO] - Lr: 8.127e-04 | Epoch: [75][30/372] | Time 0.506 | Data 0.085 | Loss 0.1659 | IoU 0.552 [2021-06-11 22:36:49,982][root][INFO] - Lr: 8.087e-04 | Epoch: [75][40/372] | Time 0.496 | Data 0.076 | Loss 0.1659 | IoU 0.552 [2021-06-11 22:36:54,602][root][INFO] - Lr: 8.047e-04 | Epoch: [75][50/372] | Time 0.489 | Data 0.070 | Loss 0.1659 | IoU 0.552 [2021-06-11 22:36:59,235][root][INFO] - Lr: 8.007e-04 | Epoch: [75][60/372] | Time 0.485 | Data 0.065 | Loss 0.1659 | IoU 0.552 [2021-06-11 22:37:03,850][root][INFO] - Lr: 7.967e-04 | Epoch: [75][70/372] | Time 0.482 | Data 0.063 | Loss 0.1659 | IoU 0.552 [2021-06-11 22:37:08,507][root][INFO] - Lr: 7.927e-04 | Epoch: [75][80/372] | Time 0.479 | Data 0.060 | Loss 0.1658 | IoU 0.552 [2021-06-11 22:37:13,123][root][INFO] - Lr: 7.887e-04 | Epoch: [75][90/372] | Time 0.478 | Data 0.059 | Loss 0.1658 | IoU 0.552 [2021-06-11 22:37:17,733][root][INFO] - Lr: 7.847e-04 | Epoch: [75][100/372] | Time 0.476 | Data 0.057 | Loss 0.1658 | IoU 0.552 [2021-06-11 22:37:22,371][root][INFO] - Lr: 7.806e-04 | Epoch: [75][110/372] | Time 0.475 | Data 0.056 | Loss 0.1658 | IoU 0.552 [2021-06-11 22:37:26,989][root][INFO] - Lr: 7.766e-04 | Epoch: [75][120/372] | Time 0.474 | Data 0.055 | Loss 0.1658 | IoU 0.552 [2021-06-11 22:37:31,609][root][INFO] - Lr: 7.726e-04 | Epoch: [75][130/372] | Time 0.473 | Data 0.055 | Loss 0.1657 | IoU 0.552 [2021-06-11 22:37:36,233][root][INFO] - Lr: 7.686e-04 | Epoch: [75][140/372] | Time 0.472 | Data 0.054 | Loss 0.1657 | IoU 0.552 [2021-06-11 22:37:40,882][root][INFO] - Lr: 7.646e-04 | Epoch: [75][150/372] | Time 0.472 | Data 0.053 | Loss 0.1657 | IoU 0.552 [2021-06-11 22:37:45,485][root][INFO] - Lr: 7.605e-04 | Epoch: [75][160/372] | Time 0.471 | Data 0.053 | Loss 0.1657 | IoU 0.552 [2021-06-11 22:37:50,109][root][INFO] - Lr: 7.565e-04 | Epoch: [75][170/372] | Time 0.470 | Data 0.052 | Loss 0.1657 | IoU 0.552 [2021-06-11 22:37:54,702][root][INFO] - Lr: 7.525e-04 | Epoch: [75][180/372] | Time 0.470 | Data 0.052 | Loss 0.1657 | IoU 0.552 [2021-06-11 22:37:59,360][root][INFO] - Lr: 7.484e-04 | Epoch: [75][190/372] | Time 0.470 | Data 0.051 | Loss 0.1656 | IoU 0.552 [2021-06-11 22:38:03,972][root][INFO] - Lr: 7.444e-04 | Epoch: [75][200/372] | Time 0.469 | Data 0.051 | Loss 0.1656 | IoU 0.552 [2021-06-11 22:38:08,612][root][INFO] - Lr: 7.404e-04 | Epoch: [75][210/372] | Time 0.469 | Data 0.051 | Loss 0.1656 | IoU 0.552 [2021-06-11 22:38:13,258][root][INFO] - Lr: 7.363e-04 | Epoch: [75][220/372] | Time 0.469 | Data 0.050 | Loss 0.1656 | IoU 0.552 [2021-06-11 22:38:17,882][root][INFO] - Lr: 7.323e-04 | Epoch: [75][230/372] | Time 0.469 | Data 0.050 | Loss 0.1656 | IoU 0.552 [2021-06-11 22:38:22,526][root][INFO] - Lr: 7.283e-04 | Epoch: [75][240/372] | Time 0.468 | Data 0.050 | Loss 0.1655 | IoU 0.552 [2021-06-11 22:38:27,156][root][INFO] - Lr: 7.242e-04 | Epoch: [75][250/372] | Time 0.468 | Data 0.050 | Loss 0.1655 | IoU 0.552 [2021-06-11 22:38:31,783][root][INFO] - Lr: 7.202e-04 | Epoch: [75][260/372] | Time 0.468 | Data 0.050 | Loss 0.1655 | IoU 0.552 [2021-06-11 22:38:36,407][root][INFO] - Lr: 7.161e-04 | Epoch: [75][270/372] | Time 0.468 | Data 0.049 | Loss 0.1655 | IoU 0.552 [2021-06-11 22:38:41,017][root][INFO] - Lr: 7.120e-04 | Epoch: [75][280/372] | Time 0.467 | Data 0.049 | Loss 0.1655 | IoU 0.552 [2021-06-11 22:38:45,620][root][INFO] - Lr: 7.080e-04 | Epoch: [75][290/372] | Time 0.467 | Data 0.049 | Loss 0.1654 | IoU 0.552 [2021-06-11 22:38:50,241][root][INFO] - Lr: 7.039e-04 | Epoch: [75][300/372] | Time 0.467 | Data 0.049 | Loss 0.1654 | IoU 0.552 [2021-06-11 22:38:54,867][root][INFO] - Lr: 6.999e-04 | Epoch: [75][310/372] | Time 0.467 | Data 0.049 | Loss 0.1654 | IoU 0.552 [2021-06-11 22:38:59,500][root][INFO] - Lr: 6.958e-04 | Epoch: [75][320/372] | Time 0.467 | Data 0.048 | Loss 0.1654 | IoU 0.552 [2021-06-11 22:39:04,112][root][INFO] - Lr: 6.917e-04 | Epoch: [75][330/372] | Time 0.467 | Data 0.048 | Loss 0.1654 | IoU 0.552 [2021-06-11 22:39:08,736][root][INFO] - Lr: 6.877e-04 | Epoch: [75][340/372] | Time 0.467 | Data 0.048 | Loss 0.1653 | IoU 0.552 [2021-06-11 22:39:13,353][root][INFO] - Lr: 6.836e-04 | Epoch: [75][350/372] | Time 0.466 | Data 0.048 | Loss 0.1653 | IoU 0.552 [2021-06-11 22:39:17,998][root][INFO] - Lr: 6.795e-04 | Epoch: [75][360/372] | Time 0.466 | Data 0.048 | Loss 0.1653 | IoU 0.552 [2021-06-11 22:39:22,570][root][INFO] - Lr: 6.754e-04 | Epoch: [75][370/372] | Time 0.466 | Data 0.048 | Loss 0.1653 | IoU 0.552 [2021-06-11 22:39:23,349][root][INFO] - 0/500 [2021-06-11 22:39:23,514][root][INFO] - 1/500 [2021-06-11 22:39:23,611][root][INFO] - 2/500 [2021-06-11 22:39:23,696][root][INFO] - 3/500 [2021-06-11 22:39:23,779][root][INFO] - 4/500 [2021-06-11 22:39:23,853][root][INFO] - 5/500 [2021-06-11 22:39:23,952][root][INFO] - 6/500 [2021-06-11 22:39:24,034][root][INFO] - 7/500 [2021-06-11 22:39:24,119][root][INFO] - 8/500 [2021-06-11 22:39:24,204][root][INFO] - 9/500 [2021-06-11 22:39:24,309][root][INFO] - 10/500 [2021-06-11 22:39:24,391][root][INFO] - 11/500 [2021-06-11 22:39:24,472][root][INFO] - 12/500 [2021-06-11 22:39:24,556][root][INFO] - 13/500 [2021-06-11 22:39:24,648][root][INFO] - 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480/500 [2021-06-11 22:40:06,568][root][INFO] - 481/500 [2021-06-11 22:40:06,669][root][INFO] - 482/500 [2021-06-11 22:40:06,770][root][INFO] - 483/500 [2021-06-11 22:40:06,851][root][INFO] - 484/500 [2021-06-11 22:40:06,948][root][INFO] - 485/500 [2021-06-11 22:40:07,031][root][INFO] - 486/500 [2021-06-11 22:40:07,142][root][INFO] - 487/500 [2021-06-11 22:40:07,224][root][INFO] - 488/500 [2021-06-11 22:40:07,310][root][INFO] - 489/500 [2021-06-11 22:40:07,382][root][INFO] - 490/500 [2021-06-11 22:40:07,472][root][INFO] - 491/500 [2021-06-11 22:40:07,553][root][INFO] - 492/500 [2021-06-11 22:40:07,627][root][INFO] - 493/500 [2021-06-11 22:40:07,698][root][INFO] - 494/500 [2021-06-11 22:40:07,769][root][INFO] - 495/500 [2021-06-11 22:40:07,840][root][INFO] - 496/500 [2021-06-11 22:40:07,910][root][INFO] - 497/500 [2021-06-11 22:40:07,981][root][INFO] - 498/500 [2021-06-11 22:40:08,052][root][INFO] - 499/500 [2021-06-11 22:40:08,194][root][INFO] - Validation set: Time avg per batch 0.090 Loss avg 0.2960 IoU avg 0.563 [2021-06-11 22:40:09,915][root][INFO] - Lr: 6.746e-04 | Epoch: [76][0/372] | Time 1.632 | Data 1.168 | Loss 0.1653 | IoU 0.552 [2021-06-11 22:40:14,735][root][INFO] - Lr: 6.705e-04 | Epoch: [76][10/372] | Time 0.590 | Data 0.166 | Loss 0.1653 | IoU 0.553 [2021-06-11 22:40:19,343][root][INFO] - Lr: 6.665e-04 | Epoch: [76][20/372] | Time 0.528 | Data 0.109 | Loss 0.1653 | IoU 0.553 [2021-06-11 22:40:23,954][root][INFO] - Lr: 6.624e-04 | Epoch: [76][30/372] | Time 0.507 | Data 0.089 | Loss 0.1652 | IoU 0.553 [2021-06-11 22:40:28,545][root][INFO] - Lr: 6.583e-04 | Epoch: [76][40/372] | Time 0.495 | Data 0.078 | Loss 0.1652 | IoU 0.553 [2021-06-11 22:40:33,149][root][INFO] - Lr: 6.542e-04 | Epoch: [76][50/372] | Time 0.488 | Data 0.071 | Loss 0.1652 | IoU 0.553 [2021-06-11 22:40:37,744][root][INFO] - Lr: 6.501e-04 | Epoch: [76][60/372] | Time 0.484 | Data 0.067 | Loss 0.1652 | IoU 0.553 [2021-06-11 22:40:42,335][root][INFO] - Lr: 6.460e-04 | Epoch: [76][70/372] | Time 0.480 | Data 0.064 | Loss 0.1652 | IoU 0.553 [2021-06-11 22:40:46,935][root][INFO] - Lr: 6.419e-04 | Epoch: [76][80/372] | Time 0.478 | Data 0.061 | Loss 0.1651 | IoU 0.553 [2021-06-11 22:40:51,561][root][INFO] - Lr: 6.378e-04 | Epoch: [76][90/372] | Time 0.476 | Data 0.059 | Loss 0.1651 | IoU 0.553 [2021-06-11 22:40:56,162][root][INFO] - Lr: 6.337e-04 | Epoch: [76][100/372] | Time 0.474 | Data 0.058 | Loss 0.1651 | IoU 0.553 [2021-06-11 22:41:00,771][root][INFO] - Lr: 6.296e-04 | Epoch: [76][110/372] | Time 0.473 | Data 0.057 | Loss 0.1651 | IoU 0.553 [2021-06-11 22:41:05,363][root][INFO] - Lr: 6.255e-04 | Epoch: [76][120/372] | Time 0.472 | Data 0.056 | Loss 0.1651 | IoU 0.553 [2021-06-11 22:41:09,969][root][INFO] - Lr: 6.213e-04 | Epoch: [76][130/372] | Time 0.471 | Data 0.055 | Loss 0.1650 | IoU 0.553 [2021-06-11 22:41:14,566][root][INFO] - Lr: 6.172e-04 | Epoch: [76][140/372] | Time 0.470 | Data 0.054 | Loss 0.1650 | IoU 0.553 [2021-06-11 22:41:19,182][root][INFO] - Lr: 6.131e-04 | Epoch: [76][150/372] | Time 0.470 | Data 0.053 | Loss 0.1650 | IoU 0.553 [2021-06-11 22:41:23,795][root][INFO] - Lr: 6.090e-04 | Epoch: [76][160/372] | Time 0.469 | Data 0.053 | Loss 0.1650 | IoU 0.553 [2021-06-11 22:41:28,389][root][INFO] - Lr: 6.048e-04 | Epoch: [76][170/372] | Time 0.469 | Data 0.052 | Loss 0.1650 | IoU 0.553 [2021-06-11 22:41:33,013][root][INFO] - Lr: 6.007e-04 | Epoch: [76][180/372] | Time 0.468 | Data 0.052 | Loss 0.1650 | IoU 0.553 [2021-06-11 22:41:37,633][root][INFO] - Lr: 5.966e-04 | Epoch: [76][190/372] | Time 0.468 | Data 0.051 | Loss 0.1649 | IoU 0.553 [2021-06-11 22:41:42,237][root][INFO] - Lr: 5.924e-04 | Epoch: [76][200/372] | Time 0.468 | Data 0.051 | Loss 0.1649 | IoU 0.553 [2021-06-11 22:41:46,845][root][INFO] - Lr: 5.883e-04 | Epoch: [76][210/372] | Time 0.467 | Data 0.051 | Loss 0.1649 | IoU 0.553 [2021-06-11 22:41:51,454][root][INFO] - Lr: 5.842e-04 | Epoch: [76][220/372] | Time 0.467 | Data 0.050 | Loss 0.1649 | IoU 0.553 [2021-06-11 22:41:56,092][root][INFO] - Lr: 5.800e-04 | Epoch: [76][230/372] | Time 0.467 | Data 0.050 | Loss 0.1649 | IoU 0.553 [2021-06-11 22:42:00,720][root][INFO] - Lr: 5.759e-04 | Epoch: [76][240/372] | Time 0.467 | Data 0.050 | Loss 0.1648 | IoU 0.553 [2021-06-11 22:42:05,325][root][INFO] - Lr: 5.717e-04 | Epoch: [76][250/372] | Time 0.466 | Data 0.050 | Loss 0.1648 | IoU 0.553 [2021-06-11 22:42:09,967][root][INFO] - Lr: 5.675e-04 | Epoch: [76][260/372] | Time 0.466 | Data 0.050 | Loss 0.1648 | IoU 0.553 [2021-06-11 22:42:14,594][root][INFO] - Lr: 5.634e-04 | Epoch: [76][270/372] | Time 0.466 | Data 0.049 | Loss 0.1648 | IoU 0.553 [2021-06-11 22:42:19,236][root][INFO] - Lr: 5.592e-04 | Epoch: [76][280/372] | Time 0.466 | Data 0.049 | Loss 0.1648 | IoU 0.553 [2021-06-11 22:42:23,854][root][INFO] - Lr: 5.550e-04 | Epoch: [76][290/372] | Time 0.466 | Data 0.049 | Loss 0.1647 | IoU 0.553 [2021-06-11 22:42:28,476][root][INFO] - Lr: 5.509e-04 | Epoch: [76][300/372] | Time 0.466 | Data 0.049 | Loss 0.1647 | IoU 0.553 [2021-06-11 22:42:33,076][root][INFO] - Lr: 5.467e-04 | Epoch: [76][310/372] | Time 0.466 | Data 0.049 | Loss 0.1647 | IoU 0.553 [2021-06-11 22:42:37,747][root][INFO] - Lr: 5.425e-04 | Epoch: [76][320/372] | Time 0.466 | Data 0.049 | Loss 0.1647 | IoU 0.553 [2021-06-11 22:42:42,358][root][INFO] - Lr: 5.383e-04 | Epoch: [76][330/372] | Time 0.466 | Data 0.048 | Loss 0.1647 | IoU 0.553 [2021-06-11 22:42:46,981][root][INFO] - Lr: 5.342e-04 | Epoch: [76][340/372] | Time 0.466 | Data 0.048 | Loss 0.1647 | IoU 0.553 [2021-06-11 22:42:51,617][root][INFO] - Lr: 5.300e-04 | Epoch: [76][350/372] | Time 0.465 | Data 0.048 | Loss 0.1646 | IoU 0.553 [2021-06-11 22:42:56,244][root][INFO] - Lr: 5.258e-04 | Epoch: [76][360/372] | Time 0.465 | Data 0.048 | Loss 0.1646 | IoU 0.553 [2021-06-11 22:43:00,826][root][INFO] - Lr: 5.216e-04 | Epoch: [76][370/372] | Time 0.465 | Data 0.048 | Loss 0.1646 | IoU 0.554 [2021-06-11 22:43:02,985][root][INFO] - Lr: 5.207e-04 | Epoch: [77][0/372] | Time 1.587 | Data 1.157 | Loss 0.1646 | IoU 0.554 [2021-06-11 22:43:07,843][root][INFO] - Lr: 5.165e-04 | Epoch: [77][10/372] | Time 0.590 | Data 0.160 | Loss 0.1646 | IoU 0.554 [2021-06-11 22:43:12,464][root][INFO] - Lr: 5.123e-04 | Epoch: [77][20/372] | Time 0.529 | Data 0.105 | Loss 0.1646 | IoU 0.554 [2021-06-11 22:43:17,081][root][INFO] - Lr: 5.081e-04 | Epoch: [77][30/372] | Time 0.507 | Data 0.085 | Loss 0.1645 | IoU 0.554 [2021-06-11 22:43:21,720][root][INFO] - Lr: 5.039e-04 | Epoch: [77][40/372] | Time 0.497 | Data 0.076 | Loss 0.1645 | IoU 0.554 [2021-06-11 22:43:26,345][root][INFO] - Lr: 4.997e-04 | Epoch: [77][50/372] | Time 0.490 | Data 0.069 | Loss 0.1645 | IoU 0.554 [2021-06-11 22:43:30,974][root][INFO] - Lr: 4.955e-04 | Epoch: [77][60/372] | Time 0.486 | Data 0.065 | Loss 0.1645 | IoU 0.554 [2021-06-11 22:43:35,591][root][INFO] - Lr: 4.912e-04 | Epoch: [77][70/372] | Time 0.482 | Data 0.062 | Loss 0.1645 | IoU 0.554 [2021-06-11 22:43:40,216][root][INFO] - Lr: 4.870e-04 | Epoch: [77][80/372] | Time 0.480 | Data 0.060 | Loss 0.1645 | IoU 0.554 [2021-06-11 22:43:44,819][root][INFO] - Lr: 4.828e-04 | Epoch: [77][90/372] | Time 0.478 | Data 0.058 | Loss 0.1644 | IoU 0.554 [2021-06-11 22:43:49,473][root][INFO] - Lr: 4.785e-04 | Epoch: [77][100/372] | Time 0.476 | Data 0.057 | Loss 0.1644 | IoU 0.554 [2021-06-11 22:43:54,080][root][INFO] - Lr: 4.743e-04 | Epoch: [77][110/372] | Time 0.475 | Data 0.056 | Loss 0.1644 | IoU 0.554 [2021-06-11 22:43:58,720][root][INFO] - Lr: 4.701e-04 | Epoch: [77][120/372] | Time 0.474 | Data 0.055 | Loss 0.1644 | IoU 0.554 [2021-06-11 22:44:03,355][root][INFO] - Lr: 4.658e-04 | Epoch: [77][130/372] | Time 0.473 | Data 0.054 | Loss 0.1644 | IoU 0.554 [2021-06-11 22:44:07,954][root][INFO] - Lr: 4.616e-04 | Epoch: [77][140/372] | Time 0.472 | Data 0.053 | Loss 0.1643 | IoU 0.554 [2021-06-11 22:44:12,549][root][INFO] - Lr: 4.573e-04 | Epoch: [77][150/372] | Time 0.472 | Data 0.053 | Loss 0.1643 | IoU 0.554 [2021-06-11 22:44:17,222][root][INFO] - Lr: 4.530e-04 | Epoch: [77][160/372] | Time 0.471 | Data 0.052 | Loss 0.1643 | IoU 0.554 [2021-06-11 22:44:21,856][root][INFO] - Lr: 4.488e-04 | Epoch: [77][170/372] | Time 0.471 | Data 0.052 | Loss 0.1643 | IoU 0.554 [2021-06-11 22:44:26,475][root][INFO] - Lr: 4.445e-04 | Epoch: [77][180/372] | Time 0.470 | Data 0.051 | Loss 0.1643 | IoU 0.554 [2021-06-11 22:44:31,089][root][INFO] - Lr: 4.402e-04 | Epoch: [77][190/372] | Time 0.470 | Data 0.051 | Loss 0.1643 | IoU 0.554 [2021-06-11 22:44:35,688][root][INFO] - Lr: 4.359e-04 | Epoch: [77][200/372] | Time 0.469 | Data 0.050 | Loss 0.1642 | IoU 0.554 [2021-06-11 22:44:40,345][root][INFO] - Lr: 4.317e-04 | Epoch: [77][210/372] | Time 0.469 | Data 0.050 | Loss 0.1642 | IoU 0.554 [2021-06-11 22:44:44,962][root][INFO] - Lr: 4.274e-04 | Epoch: [77][220/372] | Time 0.469 | Data 0.050 | Loss 0.1642 | IoU 0.554 [2021-06-11 22:44:49,582][root][INFO] - Lr: 4.231e-04 | Epoch: [77][230/372] | Time 0.469 | Data 0.050 | Loss 0.1642 | IoU 0.554 [2021-06-11 22:44:54,213][root][INFO] - Lr: 4.188e-04 | Epoch: [77][240/372] | Time 0.468 | Data 0.050 | Loss 0.1642 | IoU 0.554 [2021-06-11 22:44:58,820][root][INFO] - Lr: 4.145e-04 | Epoch: [77][250/372] | Time 0.468 | Data 0.049 | Loss 0.1641 | IoU 0.554 [2021-06-11 22:45:03,415][root][INFO] - Lr: 4.102e-04 | Epoch: [77][260/372] | Time 0.468 | Data 0.049 | Loss 0.1641 | IoU 0.554 [2021-06-11 22:45:08,038][root][INFO] - Lr: 4.058e-04 | Epoch: [77][270/372] | Time 0.467 | Data 0.049 | Loss 0.1641 | IoU 0.554 [2021-06-11 22:45:12,681][root][INFO] - Lr: 4.015e-04 | Epoch: [77][280/372] | Time 0.467 | Data 0.049 | Loss 0.1641 | IoU 0.554 [2021-06-11 22:45:17,274][root][INFO] - Lr: 3.972e-04 | Epoch: [77][290/372] | Time 0.467 | Data 0.049 | Loss 0.1641 | IoU 0.554 [2021-06-11 22:45:21,905][root][INFO] - Lr: 3.929e-04 | Epoch: [77][300/372] | Time 0.467 | Data 0.048 | Loss 0.1641 | IoU 0.554 [2021-06-11 22:45:26,512][root][INFO] - Lr: 3.885e-04 | Epoch: [77][310/372] | Time 0.467 | Data 0.048 | Loss 0.1640 | IoU 0.554 [2021-06-11 22:45:31,143][root][INFO] - Lr: 3.842e-04 | Epoch: [77][320/372] | Time 0.467 | Data 0.048 | Loss 0.1640 | IoU 0.554 [2021-06-11 22:45:35,779][root][INFO] - Lr: 3.798e-04 | Epoch: [77][330/372] | Time 0.466 | Data 0.048 | Loss 0.1640 | IoU 0.554 [2021-06-11 22:45:40,383][root][INFO] - Lr: 3.755e-04 | Epoch: [77][340/372] | Time 0.466 | Data 0.048 | Loss 0.1640 | IoU 0.554 [2021-06-11 22:45:44,982][root][INFO] - Lr: 3.711e-04 | Epoch: [77][350/372] | Time 0.466 | Data 0.048 | Loss 0.1640 | IoU 0.554 [2021-06-11 22:45:49,580][root][INFO] - Lr: 3.668e-04 | Epoch: [77][360/372] | Time 0.466 | Data 0.048 | Loss 0.1639 | IoU 0.554 [2021-06-11 22:45:54,147][root][INFO] - Lr: 3.624e-04 | Epoch: [77][370/372] | Time 0.466 | Data 0.047 | Loss 0.1639 | IoU 0.554 [2021-06-11 22:45:56,350][root][INFO] - Lr: 3.615e-04 | Epoch: [78][0/372] | Time 1.629 | Data 1.167 | Loss 0.1639 | IoU 0.554 [2021-06-11 22:46:01,127][root][INFO] - Lr: 3.571e-04 | Epoch: [78][10/372] | Time 0.587 | Data 0.163 | Loss 0.1639 | IoU 0.555 [2021-06-11 22:46:05,746][root][INFO] - Lr: 3.528e-04 | Epoch: [78][20/372] | Time 0.527 | Data 0.107 | Loss 0.1639 | IoU 0.555 [2021-06-11 22:46:10,350][root][INFO] - Lr: 3.484e-04 | Epoch: [78][30/372] | Time 0.506 | Data 0.086 | Loss 0.1639 | IoU 0.555 [2021-06-11 22:46:14,965][root][INFO] - Lr: 3.440e-04 | Epoch: [78][40/372] | Time 0.495 | Data 0.076 | Loss 0.1639 | IoU 0.555 [2021-06-11 22:46:19,574][root][INFO] - Lr: 3.396e-04 | Epoch: [78][50/372] | Time 0.488 | Data 0.069 | Loss 0.1638 | IoU 0.555 [2021-06-11 22:46:24,193][root][INFO] - Lr: 3.352e-04 | Epoch: [78][60/372] | Time 0.484 | Data 0.065 | Loss 0.1638 | IoU 0.555 [2021-06-11 22:46:28,799][root][INFO] - Lr: 3.308e-04 | Epoch: [78][70/372] | Time 0.481 | Data 0.062 | Loss 0.1638 | IoU 0.555 [2021-06-11 22:46:33,431][root][INFO] - Lr: 3.263e-04 | Epoch: [78][80/372] | Time 0.479 | Data 0.060 | Loss 0.1638 | IoU 0.555 [2021-06-11 22:46:38,025][root][INFO] - Lr: 3.219e-04 | Epoch: [78][90/372] | Time 0.476 | Data 0.058 | Loss 0.1638 | IoU 0.555 [2021-06-11 22:46:42,652][root][INFO] - Lr: 3.175e-04 | Epoch: [78][100/372] | Time 0.475 | Data 0.057 | Loss 0.1637 | IoU 0.555 [2021-06-11 22:46:47,294][root][INFO] - Lr: 3.130e-04 | Epoch: [78][110/372] | Time 0.474 | Data 0.056 | Loss 0.1637 | IoU 0.555 [2021-06-11 22:46:51,930][root][INFO] - Lr: 3.086e-04 | Epoch: [78][120/372] | Time 0.473 | Data 0.055 | Loss 0.1637 | IoU 0.555 [2021-06-11 22:46:56,535][root][INFO] - Lr: 3.041e-04 | Epoch: [78][130/372] | Time 0.472 | Data 0.054 | Loss 0.1637 | IoU 0.555 [2021-06-11 22:47:01,168][root][INFO] - Lr: 2.997e-04 | Epoch: [78][140/372] | Time 0.472 | Data 0.053 | Loss 0.1637 | IoU 0.555 [2021-06-11 22:47:05,789][root][INFO] - Lr: 2.952e-04 | Epoch: [78][150/372] | Time 0.471 | Data 0.053 | Loss 0.1637 | IoU 0.555 [2021-06-11 22:47:10,447][root][INFO] - Lr: 2.907e-04 | Epoch: [78][160/372] | Time 0.471 | Data 0.052 | Loss 0.1636 | IoU 0.555 [2021-06-11 22:47:15,062][root][INFO] - Lr: 2.862e-04 | Epoch: [78][170/372] | Time 0.470 | Data 0.052 | Loss 0.1636 | IoU 0.555 [2021-06-11 22:47:19,696][root][INFO] - Lr: 2.818e-04 | Epoch: [78][180/372] | Time 0.470 | Data 0.052 | Loss 0.1636 | IoU 0.555 [2021-06-11 22:47:24,306][root][INFO] - Lr: 2.773e-04 | Epoch: [78][190/372] | Time 0.469 | Data 0.051 | Loss 0.1636 | IoU 0.555 [2021-06-11 22:47:28,893][root][INFO] - Lr: 2.727e-04 | Epoch: [78][200/372] | Time 0.469 | Data 0.051 | Loss 0.1636 | IoU 0.555 [2021-06-11 22:47:33,495][root][INFO] - Lr: 2.682e-04 | Epoch: [78][210/372] | Time 0.468 | Data 0.050 | Loss 0.1635 | IoU 0.555 [2021-06-11 22:47:38,113][root][INFO] - Lr: 2.637e-04 | Epoch: [78][220/372] | Time 0.468 | Data 0.050 | Loss 0.1635 | IoU 0.555 [2021-06-11 22:47:42,725][root][INFO] - Lr: 2.592e-04 | Epoch: [78][230/372] | Time 0.468 | Data 0.050 | Loss 0.1635 | IoU 0.555 [2021-06-11 22:47:47,337][root][INFO] - Lr: 2.546e-04 | Epoch: [78][240/372] | Time 0.467 | Data 0.049 | Loss 0.1635 | IoU 0.555 [2021-06-11 22:47:51,946][root][INFO] - Lr: 2.501e-04 | Epoch: [78][250/372] | Time 0.467 | Data 0.049 | Loss 0.1635 | IoU 0.555 [2021-06-11 22:47:56,558][root][INFO] - Lr: 2.455e-04 | Epoch: [78][260/372] | Time 0.467 | Data 0.049 | Loss 0.1635 | IoU 0.555 [2021-06-11 22:48:01,189][root][INFO] - Lr: 2.409e-04 | Epoch: [78][270/372] | Time 0.467 | Data 0.049 | Loss 0.1634 | IoU 0.555 [2021-06-11 22:48:05,820][root][INFO] - Lr: 2.364e-04 | Epoch: [78][280/372] | Time 0.467 | Data 0.049 | Loss 0.1634 | IoU 0.555 [2021-06-11 22:48:10,462][root][INFO] - Lr: 2.318e-04 | Epoch: [78][290/372] | Time 0.467 | Data 0.049 | Loss 0.1634 | IoU 0.555 [2021-06-11 22:48:15,106][root][INFO] - Lr: 2.272e-04 | Epoch: [78][300/372] | Time 0.467 | Data 0.048 | Loss 0.1634 | IoU 0.555 [2021-06-11 22:48:19,741][root][INFO] - Lr: 2.226e-04 | Epoch: [78][310/372] | Time 0.466 | Data 0.048 | Loss 0.1634 | IoU 0.555 [2021-06-11 22:48:24,349][root][INFO] - Lr: 2.179e-04 | Epoch: [78][320/372] | Time 0.466 | Data 0.048 | Loss 0.1633 | IoU 0.555 [2021-06-11 22:48:28,966][root][INFO] - Lr: 2.133e-04 | Epoch: [78][330/372] | Time 0.466 | Data 0.048 | Loss 0.1633 | IoU 0.555 [2021-06-11 22:48:33,587][root][INFO] - Lr: 2.087e-04 | Epoch: [78][340/372] | Time 0.466 | Data 0.048 | Loss 0.1633 | IoU 0.555 [2021-06-11 22:48:38,219][root][INFO] - Lr: 2.040e-04 | Epoch: [78][350/372] | Time 0.466 | Data 0.048 | Loss 0.1633 | IoU 0.555 [2021-06-11 22:48:42,857][root][INFO] - Lr: 1.993e-04 | Epoch: [78][360/372] | Time 0.466 | Data 0.048 | Loss 0.1633 | IoU 0.555 [2021-06-11 22:48:47,456][root][INFO] - Lr: 1.947e-04 | Epoch: [78][370/372] | Time 0.466 | Data 0.048 | Loss 0.1633 | IoU 0.555 [2021-06-11 22:48:49,641][root][INFO] - Lr: 1.937e-04 | Epoch: [79][0/372] | Time 1.629 | Data 1.204 | Loss 0.1633 | IoU 0.555 [2021-06-11 22:48:54,451][root][INFO] - Lr: 1.890e-04 | Epoch: [79][10/372] | Time 0.588 | Data 0.156 | Loss 0.1632 | IoU 0.555 [2021-06-11 22:48:59,070][root][INFO] - Lr: 1.843e-04 | Epoch: [79][20/372] | Time 0.528 | Data 0.102 | Loss 0.1632 | IoU 0.555 [2021-06-11 22:49:03,700][root][INFO] - Lr: 1.796e-04 | Epoch: [79][30/372] | Time 0.507 | Data 0.084 | Loss 0.1632 | IoU 0.556 [2021-06-11 22:49:08,342][root][INFO] - Lr: 1.749e-04 | Epoch: [79][40/372] | Time 0.496 | Data 0.074 | Loss 0.1632 | IoU 0.556 [2021-06-11 22:49:12,950][root][INFO] - Lr: 1.701e-04 | Epoch: [79][50/372] | Time 0.489 | Data 0.068 | Loss 0.1632 | IoU 0.556 [2021-06-11 22:49:17,578][root][INFO] - Lr: 1.654e-04 | Epoch: [79][60/372] | Time 0.485 | Data 0.064 | Loss 0.1632 | IoU 0.556 [2021-06-11 22:49:22,183][root][INFO] - Lr: 1.606e-04 | Epoch: [79][70/372] | Time 0.482 | Data 0.062 | Loss 0.1631 | IoU 0.556 [2021-06-11 22:49:26,808][root][INFO] - Lr: 1.558e-04 | Epoch: [79][80/372] | Time 0.479 | Data 0.059 | Loss 0.1631 | IoU 0.556 [2021-06-11 22:49:31,422][root][INFO] - Lr: 1.510e-04 | Epoch: [79][90/372] | Time 0.477 | Data 0.058 | Loss 0.1631 | IoU 0.556 [2021-06-11 22:49:36,032][root][INFO] - Lr: 1.462e-04 | Epoch: [79][100/372] | Time 0.476 | Data 0.057 | Loss 0.1631 | IoU 0.556 [2021-06-11 22:49:40,656][root][INFO] - Lr: 1.413e-04 | Epoch: [79][110/372] | Time 0.474 | Data 0.055 | Loss 0.1631 | IoU 0.556 [2021-06-11 22:49:45,262][root][INFO] - Lr: 1.365e-04 | Epoch: [79][120/372] | Time 0.473 | Data 0.054 | Loss 0.1631 | IoU 0.556 [2021-06-11 22:49:49,883][root][INFO] - Lr: 1.316e-04 | Epoch: [79][130/372] | Time 0.472 | Data 0.054 | Loss 0.1630 | IoU 0.556 [2021-06-11 22:49:54,513][root][INFO] - Lr: 1.267e-04 | Epoch: [79][140/372] | Time 0.472 | Data 0.053 | Loss 0.1630 | IoU 0.556 [2021-06-11 22:49:59,131][root][INFO] - Lr: 1.217e-04 | Epoch: [79][150/372] | Time 0.471 | Data 0.052 | Loss 0.1630 | IoU 0.556 [2021-06-11 22:50:03,749][root][INFO] - Lr: 1.168e-04 | Epoch: [79][160/372] | Time 0.471 | Data 0.052 | Loss 0.1630 | IoU 0.556 [2021-06-11 22:50:08,354][root][INFO] - Lr: 1.118e-04 | Epoch: [79][170/372] | Time 0.470 | Data 0.051 | Loss 0.1630 | IoU 0.556 [2021-06-11 22:50:12,959][root][INFO] - Lr: 1.068e-04 | Epoch: [79][180/372] | Time 0.469 | Data 0.051 | Loss 0.1629 | IoU 0.556 [2021-06-11 22:50:17,567][root][INFO] - Lr: 1.018e-04 | Epoch: [79][190/372] | Time 0.469 | Data 0.051 | Loss 0.1629 | IoU 0.556 [2021-06-11 22:50:22,181][root][INFO] - Lr: 9.676e-05 | Epoch: [79][200/372] | Time 0.469 | Data 0.050 | Loss 0.1629 | IoU 0.556 [2021-06-11 22:50:26,817][root][INFO] - Lr: 9.168e-05 | Epoch: [79][210/372] | Time 0.468 | Data 0.050 | Loss 0.1629 | IoU 0.556 [2021-06-11 22:50:31,445][root][INFO] - Lr: 8.657e-05 | Epoch: [79][220/372] | Time 0.468 | Data 0.050 | Loss 0.1629 | IoU 0.556 [2021-06-11 22:50:36,054][root][INFO] - Lr: 8.143e-05 | Epoch: [79][230/372] | Time 0.468 | Data 0.049 | Loss 0.1629 | IoU 0.556 [2021-06-11 22:50:40,678][root][INFO] - Lr: 7.625e-05 | Epoch: [79][240/372] | Time 0.468 | Data 0.049 | Loss 0.1628 | IoU 0.556 [2021-06-11 22:50:45,284][root][INFO] - Lr: 7.103e-05 | Epoch: [79][250/372] | Time 0.467 | Data 0.049 | Loss 0.1628 | IoU 0.556 [2021-06-11 22:50:49,902][root][INFO] - Lr: 6.577e-05 | Epoch: [79][260/372] | Time 0.467 | Data 0.049 | Loss 0.1628 | IoU 0.556 [2021-06-11 22:50:54,504][root][INFO] - Lr: 6.046e-05 | Epoch: [79][270/372] | Time 0.467 | Data 0.049 | Loss 0.1628 | IoU 0.556 [2021-06-11 22:50:59,121][root][INFO] - Lr: 5.510e-05 | Epoch: [79][280/372] | Time 0.467 | Data 0.048 | Loss 0.1628 | IoU 0.556 [2021-06-11 22:51:03,771][root][INFO] - Lr: 4.968e-05 | Epoch: [79][290/372] | Time 0.467 | Data 0.048 | Loss 0.1628 | IoU 0.556 [2021-06-11 22:51:08,412][root][INFO] - Lr: 4.419e-05 | Epoch: [79][300/372] | Time 0.467 | Data 0.048 | Loss 0.1627 | IoU 0.556 [2021-06-11 22:51:13,042][root][INFO] - Lr: 3.863e-05 | Epoch: [79][310/372] | Time 0.466 | Data 0.048 | Loss 0.1627 | IoU 0.556 [2021-06-11 22:51:17,648][root][INFO] - Lr: 3.297e-05 | Epoch: [79][320/372] | Time 0.466 | Data 0.048 | Loss 0.1627 | IoU 0.556 [2021-06-11 22:51:22,278][root][INFO] - Lr: 2.720e-05 | Epoch: [79][330/372] | Time 0.466 | Data 0.048 | Loss 0.1627 | IoU 0.556 [2021-06-11 22:51:26,924][root][INFO] - Lr: 2.130e-05 | Epoch: [79][340/372] | Time 0.466 | Data 0.048 | Loss 0.1627 | IoU 0.556 [2021-06-11 22:51:31,545][root][INFO] - Lr: 1.520e-05 | Epoch: [79][350/372] | Time 0.466 | Data 0.048 | Loss 0.1627 | IoU 0.556 [2021-06-11 22:51:36,178][root][INFO] - Lr: 8.810e-06 | Epoch: [79][360/372] | Time 0.466 | Data 0.048 | Loss 0.1626 | IoU 0.556 [2021-06-11 22:51:40,755][root][INFO] - Lr: 1.756e-06 | Epoch: [79][370/372] | Time 0.466 | Data 0.048 | Loss 0.1626 | IoU 0.556 [2021-06-11 22:51:41,208][root][INFO] - Finished Training [2021-06-11 22:51:41,214][submitit][INFO] - Job completed successfully [2021-06-12 09:19:32,622][root][INFO] - train: phase: train is_train: true exp_name: cityscapes_ours_new log_dir: /rhome/jhou/data/checkpoint/pri3d_now/finetune/cityscapes_ours_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/kitti/pretrain_resize/0/models/checkpoint9.pth pretrained: imagenet backbone: Res50UNet dataset: name: Cityscapes size: - 180 - 360 augment: false chunk: false npoints: 80000 resize: true colorjitter: false random_crop: false [2021-06-12 09:19:39,190][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]) [2021-06-12 09:19:42,590][root][INFO] - Ignoring class 0 in IoU evaluation [2021-06-12 09:19:45,108][root][INFO] - ===> Number of trainable parameters: Semantic2D: 175319892 [2021-06-12 09:19:45,108][root][INFO] - ===> Loading weights: /rhome/jhou/data/checkpoint/pri3d_now/pretrain/kitti/pretrain_resize/0/models/checkpoint9.pth [2021-06-12 09:19:47,248][root][INFO] - ===> Loaded weights: /rhome/jhou/data/checkpoint/pri3d_now/pretrain/kitti/pretrain_resize/0/models/checkpoint9.pth [2021-06-12 09:19:47,441][root][INFO] - Training in device: cuda [2021-06-12 09:19:50,597][root][INFO] - Lr: 1.000e-02 | Epoch: [0][0/372] | Time 2.859 | Data 1.340 | Loss 3.0770 | IoU 0.010 [2021-06-12 09:19:55,507][root][INFO] - Lr: 9.997e-03 | Epoch: [0][10/372] | Time 0.723 | Data 0.209 | Loss 1.9071 | IoU 0.088 [2021-06-12 09:20:00,478][root][INFO] - Lr: 9.994e-03 | Epoch: [0][20/372] | Time 0.615 | Data 0.149 | Loss 1.4501 | IoU 0.118 [2021-06-12 09:20:05,502][root][INFO] - Lr: 9.991e-03 | Epoch: [0][30/372] | Time 0.579 | Data 0.129 | Loss 1.2652 | IoU 0.131 [2021-06-12 09:20:10,286][root][INFO] - Lr: 9.988e-03 | Epoch: [0][40/372] | Time 0.554 | Data 0.113 | Loss 1.1326 | IoU 0.146 [2021-06-12 09:20:15,230][root][INFO] - Lr: 9.985e-03 | Epoch: [0][50/372] | Time 0.542 | Data 0.106 | Loss 1.0516 | IoU 0.156 [2021-06-12 09:20:20,184][root][INFO] - Lr: 9.982e-03 | Epoch: [0][60/372] | Time 0.535 | Data 0.102 | Loss 0.9920 | IoU 0.164 [2021-06-12 09:20:25,124][root][INFO] - Lr: 9.979e-03 | Epoch: [0][70/372] | Time 0.529 | Data 0.098 | Loss 0.9449 | IoU 0.170 [2021-06-12 09:20:30,042][root][INFO] - Lr: 9.976e-03 | Epoch: [0][80/372] | Time 0.524 | Data 0.095 | Loss 0.9075 | IoU 0.175 [2021-06-12 09:20:35,020][root][INFO] - Lr: 9.972e-03 | Epoch: [0][90/372] | Time 0.521 | Data 0.093 | Loss 0.8731 | IoU 0.180 [2021-06-12 09:20:39,912][root][INFO] - Lr: 9.969e-03 | Epoch: [0][100/372] | Time 0.518 | Data 0.091 | Loss 0.8516 | IoU 0.185 [2021-06-12 09:20:44,904][root][INFO] - Lr: 9.966e-03 | Epoch: [0][110/372] | Time 0.517 | Data 0.090 | Loss 0.8320 | IoU 0.190 [2021-06-12 09:20:49,932][root][INFO] - Lr: 9.963e-03 | Epoch: [0][120/372] | Time 0.516 | Data 0.089 | Loss 0.8167 | IoU 0.193 [2021-06-12 09:20:54,798][root][INFO] - Lr: 9.960e-03 | Epoch: [0][130/372] | Time 0.514 | Data 0.087 | Loss 0.8007 | IoU 0.196 [2021-06-12 09:20:59,667][root][INFO] - Lr: 9.957e-03 | Epoch: [0][140/372] | Time 0.511 | Data 0.085 | Loss 0.7842 | IoU 0.200 [2021-06-12 09:21:04,698][root][INFO] - Lr: 9.954e-03 | Epoch: [0][150/372] | Time 0.511 | Data 0.086 | Loss 0.7680 | IoU 0.202 [2021-06-12 09:21:09,684][root][INFO] - Lr: 9.951e-03 | Epoch: [0][160/372] | Time 0.510 | Data 0.085 | Loss 0.7521 | IoU 0.205 [2021-06-12 09:21:14,551][root][INFO] - Lr: 9.948e-03 | Epoch: [0][170/372] | Time 0.509 | Data 0.084 | Loss 0.7388 | IoU 0.208 [2021-06-12 09:21:19,326][root][INFO] - Lr: 9.945e-03 | Epoch: [0][180/372] | Time 0.507 | Data 0.083 | Loss 0.7260 | IoU 0.211 [2021-06-12 09:21:24,230][root][INFO] - Lr: 9.942e-03 | Epoch: [0][190/372] | Time 0.506 | Data 0.082 | Loss 0.7176 | IoU 0.214 [2021-06-12 09:21:29,184][root][INFO] - Lr: 9.939e-03 | Epoch: [0][200/372] | Time 0.505 | Data 0.081 | Loss 0.7068 | IoU 0.216 [2021-06-12 09:21:34,002][root][INFO] - Lr: 9.936e-03 | Epoch: [0][210/372] | Time 0.505 | Data 0.081 | Loss 0.6975 | IoU 0.218 [2021-06-12 09:21:38,988][root][INFO] - Lr: 9.933e-03 | Epoch: [0][220/372] | Time 0.504 | Data 0.081 | Loss 0.6907 | IoU 0.220 [2021-06-12 09:21:43,858][root][INFO] - Lr: 9.930e-03 | Epoch: [0][230/372] | Time 0.504 | Data 0.080 | Loss 0.6824 | IoU 0.222 [2021-06-12 09:21:48,678][root][INFO] - Lr: 9.927e-03 | Epoch: [0][240/372] | Time 0.502 | Data 0.079 | Loss 0.6730 | IoU 0.224 [2021-06-12 09:21:53,572][root][INFO] - Lr: 9.924e-03 | Epoch: [0][250/372] | Time 0.502 | Data 0.079 | Loss 0.6663 | IoU 0.226 [2021-06-12 09:21:58,557][root][INFO] - Lr: 9.921e-03 | Epoch: [0][260/372] | Time 0.502 | Data 0.079 | Loss 0.6623 | IoU 0.227 [2021-06-12 09:22:03,597][root][INFO] - Lr: 9.918e-03 | Epoch: [0][270/372] | Time 0.502 | Data 0.079 | Loss 0.6556 | IoU 0.228 [2021-06-12 09:22:08,542][root][INFO] - Lr: 9.915e-03 | Epoch: [0][280/372] | Time 0.502 | Data 0.078 | Loss 0.6484 | IoU 0.230 [2021-06-12 09:22:13,542][root][INFO] - Lr: 9.912e-03 | Epoch: [0][290/372] | Time 0.502 | Data 0.078 | Loss 0.6417 | IoU 0.232 [2021-06-12 09:22:18,376][root][INFO] - Lr: 9.909e-03 | Epoch: [0][300/372] | Time 0.501 | Data 0.078 | Loss 0.6342 | IoU 0.233 [2021-06-12 09:22:23,333][root][INFO] - Lr: 9.906e-03 | Epoch: [0][310/372] | Time 0.501 | Data 0.078 | Loss 0.6289 | IoU 0.234 [2021-06-12 09:22:28,166][root][INFO] - Lr: 9.903e-03 | Epoch: [0][320/372] | Time 0.500 | Data 0.077 | Loss 0.6229 | IoU 0.236 [2021-06-12 09:22:33,093][root][INFO] - Lr: 9.900e-03 | Epoch: [0][330/372] | Time 0.500 | Data 0.077 | Loss 0.6171 | IoU 0.237 [2021-06-12 09:22:38,123][root][INFO] - Lr: 9.897e-03 | Epoch: [0][340/372] | Time 0.500 | Data 0.077 | Loss 0.6128 | IoU 0.238 [2021-06-12 09:22:43,286][root][INFO] - Lr: 9.894e-03 | Epoch: [0][350/372] | Time 0.500 | Data 0.077 | Loss 0.6081 | IoU 0.240 [2021-06-12 09:22:48,272][root][INFO] - Lr: 9.891e-03 | Epoch: [0][360/372] | Time 0.501 | Data 0.078 | Loss 0.6026 | IoU 0.241 [2021-06-12 09:22:53,004][root][INFO] - Lr: 9.888e-03 | Epoch: [0][370/372] | Time 0.500 | Data 0.077 | Loss 0.5978 | IoU 0.243 [2021-06-12 09:22:53,844][root][INFO] - 0/500 [2021-06-12 09:22:54,045][root][INFO] - 1/500 [2021-06-12 09:22:54,190][root][INFO] - 2/500 [2021-06-12 09:22:54,307][root][INFO] - 3/500 [2021-06-12 09:22:54,420][root][INFO] - 4/500 [2021-06-12 09:22:54,527][root][INFO] - 5/500 [2021-06-12 09:22:54,607][root][INFO] - 6/500 [2021-06-12 09:22:54,682][root][INFO] - 7/500 [2021-06-12 09:22:54,791][root][INFO] - 8/500 [2021-06-12 09:22:54,878][root][INFO] - 9/500 [2021-06-12 09:22:54,949][root][INFO] - 10/500 [2021-06-12 09:22:55,050][root][INFO] - 11/500 [2021-06-12 09:22:55,155][root][INFO] - 12/500 [2021-06-12 09:22:55,240][root][INFO] - 13/500 [2021-06-12 09:22:55,329][root][INFO] - 14/500 [2021-06-12 09:22:55,432][root][INFO] - 15/500 [2021-06-12 09:22:55,555][root][INFO] - 16/500 [2021-06-12 09:22:55,629][root][INFO] - 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Lr: 9.884e-03 | Epoch: [1][10/372] | Time 0.611 | Data 0.177 | Loss 0.5924 | IoU 0.244 [2021-06-12 09:23:57,537][root][INFO] - Lr: 9.881e-03 | Epoch: [1][20/372] | Time 0.551 | Data 0.122 | Loss 0.5884 | IoU 0.245 [2021-06-12 09:24:02,348][root][INFO] - Lr: 9.878e-03 | Epoch: [1][30/372] | Time 0.529 | Data 0.103 | Loss 0.5841 | IoU 0.247 [2021-06-12 09:24:07,378][root][INFO] - Lr: 9.875e-03 | Epoch: [1][40/372] | Time 0.523 | Data 0.097 | Loss 0.5806 | IoU 0.248 [2021-06-12 09:24:12,248][root][INFO] - Lr: 9.872e-03 | Epoch: [1][50/372] | Time 0.516 | Data 0.092 | Loss 0.5768 | IoU 0.249 [2021-06-12 09:24:17,198][root][INFO] - Lr: 9.869e-03 | Epoch: [1][60/372] | Time 0.512 | Data 0.087 | Loss 0.5727 | IoU 0.251 [2021-06-12 09:24:22,129][root][INFO] - Lr: 9.866e-03 | Epoch: [1][70/372] | Time 0.510 | Data 0.086 | Loss 0.5692 | IoU 0.252 [2021-06-12 09:24:26,859][root][INFO] - Lr: 9.863e-03 | Epoch: [1][80/372] | Time 0.505 | Data 0.082 | Loss 0.5656 | IoU 0.253 [2021-06-12 09:24:31,766][root][INFO] - Lr: 9.860e-03 | Epoch: [1][90/372] | Time 0.503 | Data 0.080 | Loss 0.5631 | IoU 0.254 [2021-06-12 09:24:36,604][root][INFO] - Lr: 9.857e-03 | Epoch: [1][100/372] | Time 0.501 | Data 0.079 | Loss 0.5593 | IoU 0.256 [2021-06-12 09:24:41,507][root][INFO] - Lr: 9.854e-03 | Epoch: [1][110/372] | Time 0.500 | Data 0.078 | Loss 0.5561 | IoU 0.257 [2021-06-12 09:24:46,412][root][INFO] - Lr: 9.851e-03 | Epoch: [1][120/372] | Time 0.499 | Data 0.077 | Loss 0.5528 | IoU 0.258 [2021-06-12 09:24:51,343][root][INFO] - Lr: 9.848e-03 | Epoch: [1][130/372] | Time 0.499 | Data 0.077 | Loss 0.5494 | IoU 0.260 [2021-06-12 09:24:56,196][root][INFO] - Lr: 9.845e-03 | Epoch: [1][140/372] | Time 0.498 | Data 0.076 | Loss 0.5466 | IoU 0.261 [2021-06-12 09:25:01,110][root][INFO] - Lr: 9.842e-03 | Epoch: [1][150/372] | Time 0.498 | Data 0.076 | Loss 0.5440 | IoU 0.261 [2021-06-12 09:25:06,084][root][INFO] - Lr: 9.839e-03 | Epoch: [1][160/372] | Time 0.498 | Data 0.075 | Loss 0.5420 | IoU 0.263 [2021-06-12 09:25:10,968][root][INFO] - Lr: 9.836e-03 | Epoch: [1][170/372] | Time 0.497 | Data 0.075 | Loss 0.5395 | IoU 0.264 [2021-06-12 09:25:15,952][root][INFO] - Lr: 9.833e-03 | Epoch: [1][180/372] | Time 0.497 | Data 0.075 | Loss 0.5367 | IoU 0.265 [2021-06-12 09:25:20,784][root][INFO] - Lr: 9.830e-03 | Epoch: [1][190/372] | Time 0.496 | Data 0.074 | Loss 0.5343 | IoU 0.266 [2021-06-12 09:25:25,573][root][INFO] - Lr: 9.827e-03 | Epoch: [1][200/372] | Time 0.496 | Data 0.074 | Loss 0.5313 | IoU 0.267 [2021-06-12 09:25:30,464][root][INFO] - Lr: 9.824e-03 | Epoch: [1][210/372] | Time 0.495 | Data 0.074 | Loss 0.5286 | IoU 0.267 [2021-06-12 09:25:35,382][root][INFO] - Lr: 9.820e-03 | Epoch: [1][220/372] | Time 0.495 | Data 0.073 | Loss 0.5263 | IoU 0.268 [2021-06-12 09:25:40,310][root][INFO] - Lr: 9.817e-03 | Epoch: [1][230/372] | Time 0.495 | Data 0.073 | Loss 0.5237 | IoU 0.269 [2021-06-12 09:25:45,086][root][INFO] - Lr: 9.814e-03 | Epoch: [1][240/372] | Time 0.494 | Data 0.073 | Loss 0.5213 | IoU 0.270 [2021-06-12 09:25:49,993][root][INFO] - Lr: 9.811e-03 | Epoch: [1][250/372] | Time 0.494 | Data 0.072 | Loss 0.5191 | IoU 0.271 [2021-06-12 09:25:54,943][root][INFO] - Lr: 9.808e-03 | Epoch: [1][260/372] | Time 0.494 | Data 0.072 | Loss 0.5171 | IoU 0.272 [2021-06-12 09:25:59,812][root][INFO] - Lr: 9.805e-03 | Epoch: [1][270/372] | Time 0.494 | Data 0.072 | Loss 0.5150 | IoU 0.272 [2021-06-12 09:26:04,728][root][INFO] - Lr: 9.802e-03 | Epoch: [1][280/372] | Time 0.494 | Data 0.072 | Loss 0.5133 | IoU 0.273 [2021-06-12 09:26:09,664][root][INFO] - Lr: 9.799e-03 | Epoch: [1][290/372] | Time 0.494 | Data 0.072 | Loss 0.5115 | IoU 0.274 [2021-06-12 09:26:14,601][root][INFO] - Lr: 9.796e-03 | Epoch: [1][300/372] | Time 0.494 | Data 0.072 | Loss 0.5095 | IoU 0.275 [2021-06-12 09:26:19,458][root][INFO] - Lr: 9.793e-03 | Epoch: [1][310/372] | Time 0.494 | Data 0.072 | Loss 0.5073 | IoU 0.276 [2021-06-12 09:26:24,344][root][INFO] - Lr: 9.790e-03 | Epoch: [1][320/372] | Time 0.493 | Data 0.072 | Loss 0.5049 | IoU 0.277 [2021-06-12 09:26:29,208][root][INFO] - Lr: 9.787e-03 | Epoch: [1][330/372] | Time 0.493 | Data 0.072 | Loss 0.5032 | IoU 0.278 [2021-06-12 09:26:34,121][root][INFO] - Lr: 9.784e-03 | Epoch: [1][340/372] | Time 0.493 | Data 0.072 | Loss 0.5009 | IoU 0.278 [2021-06-12 09:26:39,118][root][INFO] - Lr: 9.781e-03 | Epoch: [1][350/372] | Time 0.493 | Data 0.072 | Loss 0.4994 | IoU 0.279 [2021-06-12 09:26:44,026][root][INFO] - Lr: 9.778e-03 | Epoch: [1][360/372] | Time 0.493 | Data 0.072 | Loss 0.4977 | IoU 0.280 [2021-06-12 09:26:48,651][root][INFO] - Lr: 9.775e-03 | Epoch: [1][370/372] | Time 0.493 | Data 0.071 | Loss 0.4955 | IoU 0.280 [2021-06-12 09:26:51,012][root][INFO] - Lr: 9.774e-03 | Epoch: [2][0/372] | Time 1.754 | Data 1.305 | Loss 0.4950 | IoU 0.280 [2021-06-12 09:26:56,192][root][INFO] - Lr: 9.771e-03 | Epoch: [2][10/372] | Time 0.629 | Data 0.199 | Loss 0.4933 | IoU 0.281 [2021-06-12 09:27:01,018][root][INFO] - Lr: 9.768e-03 | Epoch: [2][20/372] | Time 0.561 | Data 0.135 | Loss 0.4913 | IoU 0.282 [2021-06-12 09:27:05,864][root][INFO] - Lr: 9.765e-03 | Epoch: [2][30/372] | Time 0.536 | Data 0.111 | Loss 0.4895 | IoU 0.283 [2021-06-12 09:27:10,770][root][INFO] - Lr: 9.762e-03 | Epoch: [2][40/372] | Time 0.525 | Data 0.101 | Loss 0.4876 | IoU 0.284 [2021-06-12 09:27:15,701][root][INFO] - Lr: 9.759e-03 | Epoch: [2][50/372] | Time 0.519 | Data 0.096 | Loss 0.4855 | IoU 0.285 [2021-06-12 09:27:20,701][root][INFO] - Lr: 9.756e-03 | Epoch: [2][60/372] | Time 0.516 | Data 0.093 | Loss 0.4834 | IoU 0.286 [2021-06-12 09:27:25,522][root][INFO] - Lr: 9.753e-03 | Epoch: [2][70/372] | Time 0.511 | Data 0.088 | Loss 0.4819 | IoU 0.287 [2021-06-12 09:27:30,416][root][INFO] - Lr: 9.750e-03 | Epoch: [2][80/372] | Time 0.509 | Data 0.086 | Loss 0.4802 | IoU 0.287 [2021-06-12 09:27:35,200][root][INFO] - Lr: 9.747e-03 | Epoch: [2][90/372] | Time 0.505 | Data 0.083 | Loss 0.4784 | IoU 0.288 [2021-06-12 09:27:40,167][root][INFO] - Lr: 9.744e-03 | Epoch: [2][100/372] | Time 0.505 | Data 0.082 | Loss 0.4768 | IoU 0.289 [2021-06-12 09:27:45,069][root][INFO] - Lr: 9.741e-03 | Epoch: [2][110/372] | Time 0.503 | Data 0.081 | Loss 0.4749 | IoU 0.290 [2021-06-12 09:27:50,061][root][INFO] - Lr: 9.738e-03 | Epoch: [2][120/372] | Time 0.503 | Data 0.080 | Loss 0.4735 | IoU 0.290 [2021-06-12 09:27:54,975][root][INFO] - Lr: 9.735e-03 | Epoch: [2][130/372] | Time 0.502 | Data 0.079 | Loss 0.4718 | IoU 0.291 [2021-06-12 09:27:59,919][root][INFO] - Lr: 9.732e-03 | Epoch: [2][140/372] | Time 0.501 | Data 0.078 | Loss 0.4704 | IoU 0.292 [2021-06-12 09:28:04,765][root][INFO] - Lr: 9.729e-03 | Epoch: [2][150/372] | Time 0.500 | Data 0.078 | Loss 0.4689 | IoU 0.292 [2021-06-12 09:28:09,634][root][INFO] - Lr: 9.726e-03 | Epoch: [2][160/372] | Time 0.499 | Data 0.076 | Loss 0.4674 | IoU 0.293 [2021-06-12 09:28:14,681][root][INFO] - Lr: 9.723e-03 | Epoch: [2][170/372] | Time 0.500 | Data 0.077 | Loss 0.4658 | IoU 0.293 [2021-06-12 09:28:19,504][root][INFO] - Lr: 9.720e-03 | Epoch: [2][180/372] | Time 0.499 | Data 0.076 | Loss 0.4649 | IoU 0.294 [2021-06-12 09:28:24,474][root][INFO] - Lr: 9.717e-03 | Epoch: [2][190/372] | Time 0.499 | Data 0.076 | Loss 0.4637 | IoU 0.295 [2021-06-12 09:28:29,485][root][INFO] - Lr: 9.714e-03 | Epoch: [2][200/372] | Time 0.499 | Data 0.076 | Loss 0.4621 | IoU 0.295 [2021-06-12 09:28:34,360][root][INFO] - Lr: 9.711e-03 | Epoch: [2][210/372] | Time 0.498 | Data 0.075 | Loss 0.4610 | IoU 0.296 [2021-06-12 09:28:39,233][root][INFO] - Lr: 9.708e-03 | Epoch: [2][220/372] | Time 0.498 | Data 0.075 | Loss 0.4596 | IoU 0.296 [2021-06-12 09:28:44,020][root][INFO] - Lr: 9.705e-03 | Epoch: [2][230/372] | Time 0.497 | Data 0.074 | Loss 0.4584 | IoU 0.297 [2021-06-12 09:28:48,882][root][INFO] - Lr: 9.702e-03 | Epoch: [2][240/372] | Time 0.497 | Data 0.074 | Loss 0.4574 | IoU 0.297 [2021-06-12 09:28:53,737][root][INFO] - Lr: 9.699e-03 | Epoch: [2][250/372] | Time 0.496 | Data 0.073 | Loss 0.4561 | IoU 0.298 [2021-06-12 09:28:58,734][root][INFO] - Lr: 9.696e-03 | Epoch: [2][260/372] | Time 0.496 | Data 0.074 | Loss 0.4549 | IoU 0.298 [2021-06-12 09:29:03,774][root][INFO] - Lr: 9.693e-03 | Epoch: [2][270/372] | Time 0.497 | Data 0.074 | Loss 0.4537 | IoU 0.299 [2021-06-12 09:29:08,666][root][INFO] - Lr: 9.689e-03 | Epoch: [2][280/372] | Time 0.496 | Data 0.074 | Loss 0.4526 | IoU 0.300 [2021-06-12 09:29:13,625][root][INFO] - Lr: 9.686e-03 | Epoch: [2][290/372] | Time 0.496 | Data 0.074 | Loss 0.4515 | IoU 0.300 [2021-06-12 09:29:18,592][root][INFO] - Lr: 9.683e-03 | Epoch: [2][300/372] | Time 0.496 | Data 0.074 | Loss 0.4504 | IoU 0.301 [2021-06-12 09:29:23,541][root][INFO] - Lr: 9.680e-03 | Epoch: [2][310/372] | Time 0.496 | Data 0.074 | Loss 0.4490 | IoU 0.302 [2021-06-12 09:29:28,502][root][INFO] - Lr: 9.677e-03 | Epoch: [2][320/372] | Time 0.496 | Data 0.074 | Loss 0.4476 | IoU 0.302 [2021-06-12 09:29:33,694][root][INFO] - Lr: 9.674e-03 | Epoch: [2][330/372] | Time 0.497 | Data 0.075 | Loss 0.4467 | IoU 0.302 [2021-06-12 09:29:38,629][root][INFO] - Lr: 9.671e-03 | Epoch: [2][340/372] | Time 0.497 | Data 0.074 | Loss 0.4454 | IoU 0.303 [2021-06-12 09:29:43,614][root][INFO] - Lr: 9.668e-03 | Epoch: [2][350/372] | Time 0.497 | Data 0.074 | Loss 0.4445 | IoU 0.304 [2021-06-12 09:29:48,530][root][INFO] - Lr: 9.665e-03 | Epoch: [2][360/372] | Time 0.497 | Data 0.074 | Loss 0.4436 | IoU 0.304 [2021-06-12 09:29:53,195][root][INFO] - Lr: 9.662e-03 | Epoch: [2][370/372] | Time 0.496 | Data 0.074 | Loss 0.4426 | IoU 0.305 [2021-06-12 09:29:55,825][root][INFO] - Lr: 9.662e-03 | Epoch: [3][0/372] | Time 2.022 | Data 1.549 | Loss 0.4424 | IoU 0.305 [2021-06-12 09:30:00,908][root][INFO] - Lr: 9.659e-03 | Epoch: [3][10/372] | Time 0.646 | Data 0.215 | Loss 0.4414 | IoU 0.306 [2021-06-12 09:30:05,683][root][INFO] - Lr: 9.655e-03 | Epoch: [3][20/372] | Time 0.566 | Data 0.140 | Loss 0.4404 | IoU 0.306 [2021-06-12 09:30:10,682][root][INFO] - Lr: 9.652e-03 | Epoch: [3][30/372] | Time 0.542 | Data 0.118 | Loss 0.4394 | IoU 0.307 [2021-06-12 09:30:15,704][root][INFO] - Lr: 9.649e-03 | Epoch: [3][40/372] | Time 0.533 | Data 0.110 | Loss 0.4383 | IoU 0.307 [2021-06-12 09:30:20,633][root][INFO] - Lr: 9.646e-03 | Epoch: [3][50/372] | Time 0.525 | Data 0.102 | Loss 0.4374 | IoU 0.308 [2021-06-12 09:30:25,612][root][INFO] - Lr: 9.643e-03 | Epoch: [3][60/372] | Time 0.522 | Data 0.098 | Loss 0.4364 | IoU 0.308 [2021-06-12 09:30:30,472][root][INFO] - Lr: 9.640e-03 | Epoch: [3][70/372] | Time 0.517 | Data 0.094 | Loss 0.4356 | IoU 0.309 [2021-06-12 09:30:35,413][root][INFO] - Lr: 9.637e-03 | Epoch: [3][80/372] | Time 0.514 | Data 0.091 | Loss 0.4345 | IoU 0.309 [2021-06-12 09:30:40,180][root][INFO] - Lr: 9.634e-03 | Epoch: [3][90/372] | Time 0.510 | Data 0.087 | Loss 0.4334 | IoU 0.310 [2021-06-12 09:30:45,156][root][INFO] - Lr: 9.631e-03 | Epoch: [3][100/372] | Time 0.508 | Data 0.086 | Loss 0.4322 | IoU 0.310 [2021-06-12 09:30:49,910][root][INFO] - Lr: 9.628e-03 | Epoch: [3][110/372] | Time 0.505 | Data 0.083 | Loss 0.4311 | IoU 0.311 [2021-06-12 09:30:54,886][root][INFO] - Lr: 9.625e-03 | Epoch: [3][120/372] | Time 0.505 | Data 0.082 | Loss 0.4301 | IoU 0.311 [2021-06-12 09:30:59,710][root][INFO] - Lr: 9.622e-03 | Epoch: [3][130/372] | Time 0.503 | Data 0.081 | Loss 0.4289 | IoU 0.312 [2021-06-12 09:31:04,714][root][INFO] - Lr: 9.619e-03 | Epoch: [3][140/372] | Time 0.503 | Data 0.080 | Loss 0.4280 | IoU 0.312 [2021-06-12 09:31:09,726][root][INFO] - Lr: 9.616e-03 | Epoch: [3][150/372] | Time 0.503 | Data 0.080 | Loss 0.4270 | IoU 0.313 [2021-06-12 09:31:14,571][root][INFO] - Lr: 9.613e-03 | Epoch: [3][160/372] | Time 0.502 | Data 0.080 | Loss 0.4262 | IoU 0.313 [2021-06-12 09:31:19,312][root][INFO] - Lr: 9.610e-03 | Epoch: [3][170/372] | Time 0.500 | Data 0.078 | Loss 0.4253 | IoU 0.314 [2021-06-12 09:31:24,246][root][INFO] - Lr: 9.607e-03 | Epoch: [3][180/372] | Time 0.499 | Data 0.078 | Loss 0.4243 | IoU 0.315 [2021-06-12 09:31:29,194][root][INFO] - Lr: 9.604e-03 | Epoch: [3][190/372] | Time 0.499 | Data 0.077 | Loss 0.4234 | IoU 0.315 [2021-06-12 09:31:34,050][root][INFO] - Lr: 9.601e-03 | Epoch: [3][200/372] | Time 0.499 | Data 0.077 | Loss 0.4225 | IoU 0.316 [2021-06-12 09:31:38,874][root][INFO] - Lr: 9.598e-03 | Epoch: [3][210/372] | Time 0.498 | Data 0.076 | Loss 0.4216 | IoU 0.316 [2021-06-12 09:31:43,688][root][INFO] - Lr: 9.595e-03 | Epoch: [3][220/372] | Time 0.497 | Data 0.076 | Loss 0.4207 | IoU 0.316 [2021-06-12 09:31:48,534][root][INFO] - Lr: 9.592e-03 | Epoch: [3][230/372] | Time 0.497 | Data 0.075 | Loss 0.4197 | IoU 0.317 [2021-06-12 09:31:53,421][root][INFO] - Lr: 9.589e-03 | Epoch: [3][240/372] | Time 0.496 | Data 0.075 | Loss 0.4187 | IoU 0.317 [2021-06-12 09:31:58,314][root][INFO] - Lr: 9.586e-03 | Epoch: [3][250/372] | Time 0.496 | Data 0.075 | Loss 0.4179 | IoU 0.318 [2021-06-12 09:32:03,307][root][INFO] - Lr: 9.583e-03 | Epoch: [3][260/372] | Time 0.496 | Data 0.075 | Loss 0.4171 | IoU 0.318 [2021-06-12 09:32:08,314][root][INFO] - Lr: 9.580e-03 | Epoch: [3][270/372] | Time 0.496 | Data 0.075 | Loss 0.4163 | IoU 0.319 [2021-06-12 09:32:13,145][root][INFO] - Lr: 9.577e-03 | Epoch: [3][280/372] | Time 0.496 | Data 0.074 | Loss 0.4155 | IoU 0.319 [2021-06-12 09:32:18,051][root][INFO] - Lr: 9.573e-03 | Epoch: [3][290/372] | Time 0.496 | Data 0.074 | Loss 0.4148 | IoU 0.320 [2021-06-12 09:32:22,944][root][INFO] - Lr: 9.570e-03 | Epoch: [3][300/372] | Time 0.495 | Data 0.074 | Loss 0.4141 | IoU 0.320 [2021-06-12 09:32:27,910][root][INFO] - Lr: 9.567e-03 | Epoch: [3][310/372] | Time 0.495 | Data 0.074 | Loss 0.4132 | IoU 0.321 [2021-06-12 09:32:32,866][root][INFO] - Lr: 9.564e-03 | Epoch: [3][320/372] | Time 0.495 | Data 0.074 | Loss 0.4123 | IoU 0.321 [2021-06-12 09:32:37,775][root][INFO] - Lr: 9.561e-03 | Epoch: [3][330/372] | Time 0.495 | Data 0.074 | Loss 0.4116 | IoU 0.321 [2021-06-12 09:32:42,699][root][INFO] - Lr: 9.558e-03 | Epoch: [3][340/372] | Time 0.495 | Data 0.074 | Loss 0.4109 | IoU 0.322 [2021-06-12 09:32:47,789][root][INFO] - Lr: 9.555e-03 | Epoch: [3][350/372] | Time 0.496 | Data 0.074 | Loss 0.4101 | IoU 0.322 [2021-06-12 09:32:52,590][root][INFO] - Lr: 9.552e-03 | Epoch: [3][360/372] | Time 0.495 | Data 0.074 | Loss 0.4095 | IoU 0.323 [2021-06-12 09:32:57,296][root][INFO] - Lr: 9.549e-03 | Epoch: [3][370/372] | Time 0.495 | Data 0.073 | Loss 0.4089 | IoU 0.323 [2021-06-12 09:32:59,642][root][INFO] - Lr: 9.549e-03 | Epoch: [4][0/372] | Time 1.692 | Data 1.204 | Loss 0.4088 | IoU 0.323 [2021-06-12 09:33:04,805][root][INFO] - Lr: 9.546e-03 | Epoch: [4][10/372] | Time 0.629 | Data 0.198 | Loss 0.4081 | IoU 0.324 [2021-06-12 09:33:09,690][root][INFO] - Lr: 9.542e-03 | Epoch: [4][20/372] | Time 0.561 | Data 0.134 | Loss 0.4073 | IoU 0.324 [2021-06-12 09:33:14,674][root][INFO] - Lr: 9.539e-03 | Epoch: [4][30/372] | Time 0.540 | Data 0.116 | Loss 0.4066 | IoU 0.324 [2021-06-12 09:33:19,648][root][INFO] - Lr: 9.536e-03 | Epoch: [4][40/372] | Time 0.531 | Data 0.106 | Loss 0.4057 | IoU 0.325 [2021-06-12 09:33:24,653][root][INFO] - Lr: 9.533e-03 | Epoch: [4][50/372] | Time 0.524 | Data 0.100 | Loss 0.4049 | IoU 0.325 [2021-06-12 09:33:29,618][root][INFO] - Lr: 9.530e-03 | Epoch: [4][60/372] | Time 0.520 | Data 0.096 | Loss 0.4043 | IoU 0.326 [2021-06-12 09:33:34,342][root][INFO] - Lr: 9.527e-03 | Epoch: [4][70/372] | Time 0.513 | Data 0.090 | Loss 0.4037 | IoU 0.326 [2021-06-12 09:33:39,384][root][INFO] - Lr: 9.524e-03 | Epoch: [4][80/372] | Time 0.511 | Data 0.088 | Loss 0.4031 | IoU 0.326 [2021-06-12 09:33:44,322][root][INFO] - Lr: 9.521e-03 | Epoch: [4][90/372] | Time 0.510 | Data 0.087 | Loss 0.4023 | IoU 0.327 [2021-06-12 09:33:49,358][root][INFO] - Lr: 9.518e-03 | Epoch: [4][100/372] | Time 0.509 | Data 0.085 | Loss 0.4015 | IoU 0.327 [2021-06-12 09:33:54,418][root][INFO] - Lr: 9.515e-03 | Epoch: [4][110/372] | Time 0.509 | Data 0.085 | Loss 0.4009 | IoU 0.328 [2021-06-12 09:33:59,286][root][INFO] - Lr: 9.512e-03 | Epoch: [4][120/372] | Time 0.507 | Data 0.083 | Loss 0.4002 | IoU 0.328 [2021-06-12 09:34:04,074][root][INFO] - Lr: 9.509e-03 | Epoch: [4][130/372] | Time 0.505 | Data 0.082 | Loss 0.3995 | IoU 0.328 [2021-06-12 09:34:08,956][root][INFO] - Lr: 9.506e-03 | Epoch: [4][140/372] | Time 0.504 | Data 0.081 | Loss 0.3990 | IoU 0.329 [2021-06-12 09:34:13,788][root][INFO] - Lr: 9.503e-03 | Epoch: [4][150/372] | Time 0.503 | Data 0.080 | Loss 0.3983 | IoU 0.329 [2021-06-12 09:34:18,612][root][INFO] - Lr: 9.500e-03 | Epoch: [4][160/372] | Time 0.501 | Data 0.079 | Loss 0.3976 | IoU 0.330 [2021-06-12 09:34:23,595][root][INFO] - Lr: 9.497e-03 | Epoch: [4][170/372] | Time 0.501 | Data 0.078 | Loss 0.3968 | IoU 0.330 [2021-06-12 09:34:28,453][root][INFO] - Lr: 9.494e-03 | Epoch: [4][180/372] | Time 0.500 | Data 0.077 | Loss 0.3962 | IoU 0.330 [2021-06-12 09:34:33,440][root][INFO] - Lr: 9.491e-03 | Epoch: [4][190/372] | Time 0.500 | Data 0.077 | Loss 0.3956 | IoU 0.331 [2021-06-12 09:34:38,399][root][INFO] - Lr: 9.488e-03 | Epoch: [4][200/372] | Time 0.500 | Data 0.078 | Loss 0.3951 | IoU 0.331 [2021-06-12 09:34:43,402][root][INFO] - Lr: 9.485e-03 | Epoch: [4][210/372] | Time 0.500 | Data 0.078 | Loss 0.3944 | IoU 0.331 [2021-06-12 09:34:48,139][root][INFO] - Lr: 9.482e-03 | Epoch: [4][220/372] | Time 0.499 | Data 0.076 | Loss 0.3937 | IoU 0.332 [2021-06-12 09:34:53,085][root][INFO] - Lr: 9.479e-03 | Epoch: [4][230/372] | Time 0.499 | Data 0.076 | Loss 0.3931 | IoU 0.332 [2021-06-12 09:34:57,952][root][INFO] - Lr: 9.476e-03 | Epoch: [4][240/372] | Time 0.498 | Data 0.076 | Loss 0.3925 | IoU 0.333 [2021-06-12 09:35:02,870][root][INFO] - Lr: 9.473e-03 | Epoch: [4][250/372] | Time 0.498 | Data 0.075 | Loss 0.3918 | IoU 0.333 [2021-06-12 09:35:07,828][root][INFO] - Lr: 9.469e-03 | Epoch: [4][260/372] | Time 0.498 | Data 0.075 | Loss 0.3912 | IoU 0.333 [2021-06-12 09:35:12,744][root][INFO] - Lr: 9.466e-03 | Epoch: [4][270/372] | Time 0.498 | Data 0.075 | Loss 0.3905 | IoU 0.334 [2021-06-12 09:35:17,699][root][INFO] - Lr: 9.463e-03 | Epoch: [4][280/372] | Time 0.498 | Data 0.075 | Loss 0.3898 | IoU 0.334 [2021-06-12 09:35:22,598][root][INFO] - Lr: 9.460e-03 | Epoch: [4][290/372] | Time 0.497 | Data 0.074 | Loss 0.3893 | IoU 0.335 [2021-06-12 09:35:27,543][root][INFO] - Lr: 9.457e-03 | Epoch: [4][300/372] | Time 0.497 | Data 0.075 | Loss 0.3886 | IoU 0.335 [2021-06-12 09:35:32,483][root][INFO] - Lr: 9.454e-03 | Epoch: [4][310/372] | Time 0.497 | Data 0.074 | Loss 0.3881 | IoU 0.335 [2021-06-12 09:35:37,520][root][INFO] - Lr: 9.451e-03 | Epoch: [4][320/372] | Time 0.497 | Data 0.074 | Loss 0.3875 | IoU 0.336 [2021-06-12 09:35:42,554][root][INFO] - Lr: 9.448e-03 | Epoch: [4][330/372] | Time 0.497 | Data 0.075 | Loss 0.3870 | IoU 0.336 [2021-06-12 09:35:47,494][root][INFO] - Lr: 9.445e-03 | Epoch: [4][340/372] | Time 0.497 | Data 0.075 | Loss 0.3865 | IoU 0.337 [2021-06-12 09:35:52,606][root][INFO] - Lr: 9.442e-03 | Epoch: [4][350/372] | Time 0.498 | Data 0.075 | Loss 0.3859 | IoU 0.337 [2021-06-12 09:35:57,421][root][INFO] - Lr: 9.439e-03 | Epoch: [4][360/372] | Time 0.497 | Data 0.075 | Loss 0.3854 | IoU 0.337 [2021-06-12 09:36:02,104][root][INFO] - Lr: 9.436e-03 | Epoch: [4][370/372] | Time 0.497 | Data 0.074 | Loss 0.3849 | IoU 0.338 [2021-06-12 09:36:04,494][root][INFO] - Lr: 9.435e-03 | Epoch: [5][0/372] | Time 1.709 | Data 1.280 | Loss 0.3848 | IoU 0.338 [2021-06-12 09:36:09,761][root][INFO] - Lr: 9.432e-03 | Epoch: [5][10/372] | Time 0.638 | Data 0.210 | Loss 0.3842 | IoU 0.338 [2021-06-12 09:36:14,677][root][INFO] - Lr: 9.429e-03 | Epoch: [5][20/372] | Time 0.568 | Data 0.144 | Loss 0.3837 | IoU 0.338 [2021-06-12 09:36:19,672][root][INFO] - Lr: 9.426e-03 | Epoch: [5][30/372] | Time 0.547 | Data 0.123 | Loss 0.3832 | IoU 0.339 [2021-06-12 09:36:24,550][root][INFO] - Lr: 9.423e-03 | Epoch: [5][40/372] | Time 0.531 | Data 0.108 | Loss 0.3825 | IoU 0.339 [2021-06-12 09:36:29,500][root][INFO] - Lr: 9.420e-03 | Epoch: [5][50/372] | Time 0.525 | Data 0.102 | Loss 0.3819 | IoU 0.340 [2021-06-12 09:36:34,352][root][INFO] - Lr: 9.417e-03 | Epoch: [5][60/372] | Time 0.519 | Data 0.097 | Loss 0.3814 | IoU 0.340 [2021-06-12 09:36:39,211][root][INFO] - Lr: 9.414e-03 | Epoch: [5][70/372] | Time 0.514 | Data 0.092 | Loss 0.3809 | IoU 0.341 [2021-06-12 09:36:44,261][root][INFO] - Lr: 9.411e-03 | Epoch: [5][80/372] | Time 0.512 | Data 0.090 | Loss 0.3803 | IoU 0.341 [2021-06-12 09:36:49,161][root][INFO] - Lr: 9.408e-03 | Epoch: [5][90/372] | Time 0.510 | Data 0.089 | Loss 0.3797 | IoU 0.341 [2021-06-12 09:36:53,873][root][INFO] - Lr: 9.405e-03 | Epoch: [5][100/372] | Time 0.507 | Data 0.085 | Loss 0.3790 | IoU 0.342 [2021-06-12 09:36:58,708][root][INFO] - Lr: 9.402e-03 | Epoch: [5][110/372] | Time 0.504 | Data 0.083 | Loss 0.3785 | IoU 0.342 [2021-06-12 09:37:03,549][root][INFO] - Lr: 9.399e-03 | Epoch: [5][120/372] | Time 0.503 | Data 0.082 | Loss 0.3779 | IoU 0.343 [2021-06-12 09:37:08,444][root][INFO] - Lr: 9.396e-03 | Epoch: [5][130/372] | Time 0.501 | Data 0.080 | Loss 0.3774 | IoU 0.343 [2021-06-12 09:37:13,334][root][INFO] - Lr: 9.393e-03 | Epoch: [5][140/372] | Time 0.501 | Data 0.079 | Loss 0.3769 | IoU 0.344 [2021-06-12 09:37:18,246][root][INFO] - Lr: 9.390e-03 | Epoch: [5][150/372] | Time 0.500 | Data 0.078 | Loss 0.3764 | IoU 0.344 [2021-06-12 09:37:23,113][root][INFO] - Lr: 9.387e-03 | Epoch: [5][160/372] | Time 0.499 | Data 0.078 | Loss 0.3758 | IoU 0.344 [2021-06-12 09:37:28,047][root][INFO] - Lr: 9.384e-03 | Epoch: [5][170/372] | Time 0.499 | Data 0.077 | Loss 0.3753 | IoU 0.344 [2021-06-12 09:37:32,942][root][INFO] - Lr: 9.381e-03 | Epoch: [5][180/372] | Time 0.498 | Data 0.077 | Loss 0.3747 | IoU 0.345 [2021-06-12 09:37:37,800][root][INFO] - Lr: 9.378e-03 | Epoch: [5][190/372] | Time 0.498 | Data 0.076 | Loss 0.3742 | IoU 0.345 [2021-06-12 09:37:42,778][root][INFO] - Lr: 9.375e-03 | Epoch: [5][200/372] | Time 0.498 | Data 0.076 | Loss 0.3736 | IoU 0.345 [2021-06-12 09:37:47,770][root][INFO] - Lr: 9.371e-03 | Epoch: [5][210/372] | Time 0.498 | Data 0.076 | Loss 0.3731 | IoU 0.346 [2021-06-12 09:37:52,644][root][INFO] - Lr: 9.368e-03 | Epoch: [5][220/372] | Time 0.497 | Data 0.076 | Loss 0.3728 | IoU 0.346 [2021-06-12 09:37:57,504][root][INFO] - Lr: 9.365e-03 | Epoch: [5][230/372] | Time 0.497 | Data 0.076 | Loss 0.3722 | IoU 0.346 [2021-06-12 09:38:02,431][root][INFO] - Lr: 9.362e-03 | Epoch: [5][240/372] | Time 0.497 | Data 0.075 | Loss 0.3717 | IoU 0.347 [2021-06-12 09:38:07,275][root][INFO] - Lr: 9.359e-03 | Epoch: [5][250/372] | Time 0.496 | Data 0.075 | Loss 0.3713 | IoU 0.347 [2021-06-12 09:38:12,249][root][INFO] - Lr: 9.356e-03 | Epoch: [5][260/372] | Time 0.496 | Data 0.075 | Loss 0.3709 | IoU 0.348 [2021-06-12 09:38:17,151][root][INFO] - Lr: 9.353e-03 | Epoch: [5][270/372] | Time 0.496 | Data 0.074 | Loss 0.3704 | IoU 0.348 [2021-06-12 09:38:21,943][root][INFO] - Lr: 9.350e-03 | Epoch: [5][280/372] | Time 0.495 | Data 0.074 | Loss 0.3699 | IoU 0.348 [2021-06-12 09:38:26,867][root][INFO] - Lr: 9.347e-03 | Epoch: [5][290/372] | Time 0.495 | Data 0.074 | Loss 0.3695 | IoU 0.349 [2021-06-12 09:38:31,685][root][INFO] - Lr: 9.344e-03 | Epoch: [5][300/372] | Time 0.495 | Data 0.073 | Loss 0.3689 | IoU 0.349 [2021-06-12 09:38:36,754][root][INFO] - Lr: 9.341e-03 | Epoch: [5][310/372] | Time 0.495 | Data 0.074 | Loss 0.3684 | IoU 0.349 [2021-06-12 09:38:41,840][root][INFO] - Lr: 9.338e-03 | Epoch: [5][320/372] | Time 0.496 | Data 0.074 | Loss 0.3679 | IoU 0.349 [2021-06-12 09:38:46,746][root][INFO] - Lr: 9.335e-03 | Epoch: [5][330/372] | Time 0.496 | Data 0.074 | Loss 0.3675 | IoU 0.350 [2021-06-12 09:38:51,713][root][INFO] - Lr: 9.332e-03 | Epoch: [5][340/372] | Time 0.495 | Data 0.074 | Loss 0.3670 | IoU 0.350 [2021-06-12 09:38:56,514][root][INFO] - Lr: 9.329e-03 | Epoch: [5][350/372] | Time 0.495 | Data 0.074 | Loss 0.3665 | IoU 0.350 [2021-06-12 09:39:01,291][root][INFO] - Lr: 9.326e-03 | Epoch: [5][360/372] | Time 0.495 | Data 0.073 | Loss 0.3661 | IoU 0.350 [2021-06-12 09:39:05,983][root][INFO] - Lr: 9.323e-03 | Epoch: [5][370/372] | Time 0.494 | Data 0.073 | Loss 0.3657 | IoU 0.351 [2021-06-12 09:39:06,888][root][INFO] - 0/500 [2021-06-12 09:39:07,074][root][INFO] - 1/500 [2021-06-12 09:39:07,199][root][INFO] - 2/500 [2021-06-12 09:39:07,303][root][INFO] - 3/500 [2021-06-12 09:39:07,409][root][INFO] - 4/500 [2021-06-12 09:39:07,514][root][INFO] - 5/500 [2021-06-12 09:39:07,608][root][INFO] - 6/500 [2021-06-12 09:39:07,690][root][INFO] - 7/500 [2021-06-12 09:39:07,785][root][INFO] - 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495/500 [2021-06-12 09:39:53,567][root][INFO] - 496/500 [2021-06-12 09:39:53,638][root][INFO] - 497/500 [2021-06-12 09:39:53,708][root][INFO] - 498/500 [2021-06-12 09:39:53,778][root][INFO] - 499/500 [2021-06-12 09:39:53,956][root][INFO] - Validation set: Time avg per batch 0.095 Loss avg 0.3982 IoU avg 0.394 [2021-06-12 09:39:53,957][root][INFO] - ---> save checkpoint [2021-06-12 09:39:58,950][root][INFO] - Lr: 9.322e-03 | Epoch: [6][0/372] | Time 1.719 | Data 1.271 | Loss 0.3657 | IoU 0.351 [2021-06-12 09:40:03,982][root][INFO] - Lr: 9.319e-03 | Epoch: [6][10/372] | Time 0.623 | Data 0.198 | Loss 0.3652 | IoU 0.351 [2021-06-12 09:40:08,765][root][INFO] - Lr: 9.316e-03 | Epoch: [6][20/372] | Time 0.554 | Data 0.130 | Loss 0.3647 | IoU 0.351 [2021-06-12 09:40:13,624][root][INFO] - Lr: 9.313e-03 | Epoch: [6][30/372] | Time 0.531 | Data 0.109 | Loss 0.3643 | IoU 0.352 [2021-06-12 09:40:18,539][root][INFO] - Lr: 9.310e-03 | Epoch: [6][40/372] | Time 0.522 | Data 0.101 | Loss 0.3638 | IoU 0.352 [2021-06-12 09:40:23,407][root][INFO] - Lr: 9.307e-03 | Epoch: [6][50/372] | Time 0.515 | Data 0.094 | Loss 0.3633 | IoU 0.352 [2021-06-12 09:40:28,260][root][INFO] - Lr: 9.304e-03 | Epoch: [6][60/372] | Time 0.509 | Data 0.089 | Loss 0.3629 | IoU 0.353 [2021-06-12 09:40:33,093][root][INFO] - Lr: 9.301e-03 | Epoch: [6][70/372] | Time 0.507 | Data 0.086 | Loss 0.3624 | IoU 0.353 [2021-06-12 09:40:38,054][root][INFO] - Lr: 9.298e-03 | Epoch: [6][80/372] | Time 0.505 | Data 0.084 | Loss 0.3619 | IoU 0.353 [2021-06-12 09:40:43,054][root][INFO] - Lr: 9.295e-03 | Epoch: [6][90/372] | Time 0.504 | Data 0.083 | Loss 0.3615 | IoU 0.353 [2021-06-12 09:40:47,958][root][INFO] - Lr: 9.292e-03 | Epoch: [6][100/372] | Time 0.503 | Data 0.082 | Loss 0.3611 | IoU 0.354 [2021-06-12 09:40:52,668][root][INFO] - Lr: 9.289e-03 | Epoch: [6][110/372] | Time 0.500 | Data 0.079 | Loss 0.3607 | IoU 0.354 [2021-06-12 09:40:57,552][root][INFO] - Lr: 9.286e-03 | Epoch: [6][120/372] | Time 0.499 | Data 0.078 | Loss 0.3601 | IoU 0.354 [2021-06-12 09:41:02,498][root][INFO] - Lr: 9.282e-03 | Epoch: [6][130/372] | Time 0.499 | Data 0.077 | Loss 0.3596 | IoU 0.355 [2021-06-12 09:41:07,414][root][INFO] - Lr: 9.279e-03 | Epoch: [6][140/372] | Time 0.498 | Data 0.077 | Loss 0.3593 | IoU 0.355 [2021-06-12 09:41:12,260][root][INFO] - Lr: 9.276e-03 | Epoch: [6][150/372] | Time 0.497 | Data 0.076 | Loss 0.3588 | IoU 0.355 [2021-06-12 09:41:17,193][root][INFO] - Lr: 9.273e-03 | Epoch: [6][160/372] | Time 0.497 | Data 0.075 | Loss 0.3585 | IoU 0.356 [2021-06-12 09:41:22,131][root][INFO] - Lr: 9.270e-03 | Epoch: [6][170/372] | Time 0.497 | Data 0.076 | Loss 0.3580 | IoU 0.356 [2021-06-12 09:41:26,994][root][INFO] - Lr: 9.267e-03 | Epoch: [6][180/372] | Time 0.496 | Data 0.075 | Loss 0.3575 | IoU 0.356 [2021-06-12 09:41:31,956][root][INFO] - Lr: 9.264e-03 | Epoch: [6][190/372] | Time 0.496 | Data 0.075 | Loss 0.3569 | IoU 0.357 [2021-06-12 09:41:37,009][root][INFO] - Lr: 9.261e-03 | Epoch: [6][200/372] | Time 0.497 | Data 0.075 | Loss 0.3565 | IoU 0.357 [2021-06-12 09:41:41,947][root][INFO] - Lr: 9.258e-03 | Epoch: [6][210/372] | Time 0.496 | Data 0.075 | Loss 0.3561 | IoU 0.357 [2021-06-12 09:41:46,731][root][INFO] - Lr: 9.255e-03 | Epoch: [6][220/372] | Time 0.496 | Data 0.074 | Loss 0.3557 | IoU 0.357 [2021-06-12 09:41:51,516][root][INFO] - Lr: 9.252e-03 | Epoch: [6][230/372] | Time 0.495 | Data 0.074 | Loss 0.3552 | IoU 0.358 [2021-06-12 09:41:56,498][root][INFO] - Lr: 9.249e-03 | Epoch: [6][240/372] | Time 0.495 | Data 0.074 | Loss 0.3548 | IoU 0.358 [2021-06-12 09:42:01,326][root][INFO] - Lr: 9.246e-03 | Epoch: [6][250/372] | Time 0.495 | Data 0.074 | Loss 0.3544 | IoU 0.358 [2021-06-12 09:42:06,260][root][INFO] - Lr: 9.243e-03 | Epoch: [6][260/372] | Time 0.495 | Data 0.074 | Loss 0.3540 | IoU 0.359 [2021-06-12 09:42:11,075][root][INFO] - Lr: 9.240e-03 | Epoch: [6][270/372] | Time 0.494 | Data 0.073 | Loss 0.3536 | IoU 0.359 [2021-06-12 09:42:15,953][root][INFO] - Lr: 9.237e-03 | Epoch: [6][280/372] | Time 0.494 | Data 0.073 | Loss 0.3533 | IoU 0.359 [2021-06-12 09:42:20,777][root][INFO] - Lr: 9.234e-03 | Epoch: [6][290/372] | Time 0.494 | Data 0.072 | Loss 0.3530 | IoU 0.360 [2021-06-12 09:42:25,604][root][INFO] - Lr: 9.231e-03 | Epoch: [6][300/372] | Time 0.493 | Data 0.072 | Loss 0.3526 | IoU 0.360 [2021-06-12 09:42:30,527][root][INFO] - Lr: 9.228e-03 | Epoch: [6][310/372] | Time 0.493 | Data 0.072 | Loss 0.3523 | IoU 0.360 [2021-06-12 09:42:35,446][root][INFO] - Lr: 9.225e-03 | Epoch: [6][320/372] | Time 0.493 | Data 0.072 | Loss 0.3520 | IoU 0.360 [2021-06-12 09:42:40,325][root][INFO] - Lr: 9.221e-03 | Epoch: [6][330/372] | Time 0.493 | Data 0.072 | Loss 0.3516 | IoU 0.361 [2021-06-12 09:42:45,158][root][INFO] - Lr: 9.218e-03 | Epoch: [6][340/372] | Time 0.493 | Data 0.071 | Loss 0.3513 | IoU 0.361 [2021-06-12 09:42:50,066][root][INFO] - Lr: 9.215e-03 | Epoch: [6][350/372] | Time 0.493 | Data 0.071 | Loss 0.3509 | IoU 0.361 [2021-06-12 09:42:55,040][root][INFO] - Lr: 9.212e-03 | Epoch: [6][360/372] | Time 0.493 | Data 0.071 | Loss 0.3505 | IoU 0.361 [2021-06-12 09:42:59,732][root][INFO] - Lr: 9.209e-03 | Epoch: [6][370/372] | Time 0.492 | Data 0.071 | Loss 0.3502 | IoU 0.362 [2021-06-12 09:43:02,042][root][INFO] - Lr: 9.209e-03 | Epoch: [7][0/372] | Time 1.706 | Data 1.244 | Loss 0.3502 | IoU 0.362 [2021-06-12 09:43:06,922][root][INFO] - Lr: 9.206e-03 | Epoch: [7][10/372] | Time 0.599 | Data 0.168 | Loss 0.3497 | IoU 0.362 [2021-06-12 09:43:11,846][root][INFO] - Lr: 9.203e-03 | Epoch: [7][20/372] | Time 0.546 | Data 0.119 | Loss 0.3493 | IoU 0.362 [2021-06-12 09:43:16,598][root][INFO] - Lr: 9.200e-03 | Epoch: [7][30/372] | Time 0.523 | Data 0.098 | Loss 0.3489 | IoU 0.362 [2021-06-12 09:43:21,468][root][INFO] - Lr: 9.196e-03 | Epoch: [7][40/372] | Time 0.514 | Data 0.090 | Loss 0.3485 | IoU 0.363 [2021-06-12 09:43:26,436][root][INFO] - Lr: 9.193e-03 | Epoch: [7][50/372] | Time 0.511 | Data 0.087 | Loss 0.3481 | IoU 0.363 [2021-06-12 09:43:31,426][root][INFO] - Lr: 9.190e-03 | Epoch: [7][60/372] | Time 0.510 | Data 0.085 | Loss 0.3477 | IoU 0.363 [2021-06-12 09:43:36,350][root][INFO] - Lr: 9.187e-03 | Epoch: [7][70/372] | Time 0.507 | Data 0.083 | Loss 0.3474 | IoU 0.364 [2021-06-12 09:43:41,202][root][INFO] - Lr: 9.184e-03 | Epoch: [7][80/372] | Time 0.504 | Data 0.081 | Loss 0.3470 | IoU 0.364 [2021-06-12 09:43:46,105][root][INFO] - Lr: 9.181e-03 | Epoch: [7][90/372] | Time 0.503 | Data 0.080 | Loss 0.3465 | IoU 0.364 [2021-06-12 09:43:51,104][root][INFO] - Lr: 9.178e-03 | Epoch: [7][100/372] | Time 0.502 | Data 0.080 | Loss 0.3462 | IoU 0.365 [2021-06-12 09:43:55,989][root][INFO] - Lr: 9.175e-03 | Epoch: [7][110/372] | Time 0.501 | Data 0.078 | Loss 0.3457 | IoU 0.365 [2021-06-12 09:44:00,918][root][INFO] - Lr: 9.172e-03 | Epoch: [7][120/372] | Time 0.501 | Data 0.078 | Loss 0.3454 | IoU 0.365 [2021-06-12 09:44:05,856][root][INFO] - Lr: 9.169e-03 | Epoch: [7][130/372] | Time 0.500 | Data 0.078 | Loss 0.3450 | IoU 0.366 [2021-06-12 09:44:10,730][root][INFO] - Lr: 9.166e-03 | Epoch: [7][140/372] | Time 0.499 | Data 0.077 | Loss 0.3446 | IoU 0.366 [2021-06-12 09:44:15,546][root][INFO] - Lr: 9.163e-03 | Epoch: [7][150/372] | Time 0.498 | Data 0.076 | Loss 0.3442 | IoU 0.366 [2021-06-12 09:44:20,514][root][INFO] - Lr: 9.160e-03 | Epoch: [7][160/372] | Time 0.498 | Data 0.075 | Loss 0.3439 | IoU 0.366 [2021-06-12 09:44:25,490][root][INFO] - Lr: 9.157e-03 | Epoch: [7][170/372] | Time 0.498 | Data 0.075 | Loss 0.3435 | IoU 0.366 [2021-06-12 09:44:30,436][root][INFO] - Lr: 9.154e-03 | Epoch: [7][180/372] | Time 0.498 | Data 0.075 | Loss 0.3432 | IoU 0.367 [2021-06-12 09:44:35,286][root][INFO] - Lr: 9.151e-03 | Epoch: [7][190/372] | Time 0.497 | Data 0.075 | Loss 0.3428 | IoU 0.367 [2021-06-12 09:44:40,110][root][INFO] - Lr: 9.148e-03 | Epoch: [7][200/372] | Time 0.496 | Data 0.074 | Loss 0.3425 | IoU 0.367 [2021-06-12 09:44:44,926][root][INFO] - Lr: 9.145e-03 | Epoch: [7][210/372] | Time 0.496 | Data 0.073 | Loss 0.3422 | IoU 0.368 [2021-06-12 09:44:49,700][root][INFO] - Lr: 9.141e-03 | Epoch: [7][220/372] | Time 0.495 | Data 0.073 | Loss 0.3418 | IoU 0.368 [2021-06-12 09:44:54,412][root][INFO] - Lr: 9.138e-03 | Epoch: [7][230/372] | Time 0.494 | Data 0.072 | Loss 0.3414 | IoU 0.368 [2021-06-12 09:44:59,208][root][INFO] - Lr: 9.135e-03 | Epoch: [7][240/372] | Time 0.493 | Data 0.071 | Loss 0.3411 | IoU 0.368 [2021-06-12 09:45:04,142][root][INFO] - Lr: 9.132e-03 | Epoch: [7][250/372] | Time 0.493 | Data 0.071 | Loss 0.3408 | IoU 0.369 [2021-06-12 09:45:09,021][root][INFO] - Lr: 9.129e-03 | Epoch: [7][260/372] | Time 0.493 | Data 0.071 | Loss 0.3405 | IoU 0.369 [2021-06-12 09:45:14,103][root][INFO] - Lr: 9.126e-03 | Epoch: [7][270/372] | Time 0.493 | Data 0.071 | Loss 0.3402 | IoU 0.369 [2021-06-12 09:45:19,000][root][INFO] - Lr: 9.123e-03 | Epoch: [7][280/372] | Time 0.493 | Data 0.071 | Loss 0.3399 | IoU 0.369 [2021-06-12 09:45:23,905][root][INFO] - Lr: 9.120e-03 | Epoch: [7][290/372] | Time 0.493 | Data 0.071 | Loss 0.3396 | IoU 0.370 [2021-06-12 09:45:28,760][root][INFO] - Lr: 9.117e-03 | Epoch: [7][300/372] | Time 0.493 | Data 0.071 | Loss 0.3393 | IoU 0.370 [2021-06-12 09:45:33,717][root][INFO] - Lr: 9.114e-03 | Epoch: [7][310/372] | Time 0.493 | Data 0.071 | Loss 0.3389 | IoU 0.370 [2021-06-12 09:45:38,721][root][INFO] - Lr: 9.111e-03 | Epoch: [7][320/372] | Time 0.493 | Data 0.071 | Loss 0.3386 | IoU 0.370 [2021-06-12 09:45:43,590][root][INFO] - Lr: 9.108e-03 | Epoch: [7][330/372] | Time 0.493 | Data 0.071 | Loss 0.3382 | IoU 0.371 [2021-06-12 09:45:48,649][root][INFO] - Lr: 9.105e-03 | Epoch: [7][340/372] | Time 0.494 | Data 0.071 | Loss 0.3379 | IoU 0.371 [2021-06-12 09:45:53,593][root][INFO] - Lr: 9.102e-03 | Epoch: [7][350/372] | Time 0.494 | Data 0.071 | Loss 0.3376 | IoU 0.371 [2021-06-12 09:45:58,482][root][INFO] - Lr: 9.099e-03 | Epoch: [7][360/372] | Time 0.493 | Data 0.071 | Loss 0.3372 | IoU 0.371 [2021-06-12 09:46:03,139][root][INFO] - Lr: 9.096e-03 | Epoch: [7][370/372] | Time 0.493 | Data 0.071 | Loss 0.3370 | IoU 0.372 [2021-06-12 09:46:05,491][root][INFO] - Lr: 9.095e-03 | Epoch: [8][0/372] | Time 1.679 | Data 1.241 | Loss 0.3369 | IoU 0.372 [2021-06-12 09:46:10,560][root][INFO] - Lr: 9.092e-03 | Epoch: [8][10/372] | Time 0.614 | Data 0.184 | Loss 0.3366 | IoU 0.372 [2021-06-12 09:46:15,443][root][INFO] - Lr: 9.089e-03 | Epoch: [8][20/372] | Time 0.557 | Data 0.130 | Loss 0.3363 | IoU 0.372 [2021-06-12 09:46:20,380][root][INFO] - Lr: 9.086e-03 | Epoch: [8][30/372] | Time 0.536 | Data 0.111 | Loss 0.3360 | IoU 0.372 [2021-06-12 09:46:25,270][root][INFO] - Lr: 9.083e-03 | Epoch: [8][40/372] | Time 0.523 | Data 0.099 | Loss 0.3357 | IoU 0.373 [2021-06-12 09:46:30,314][root][INFO] - Lr: 9.080e-03 | Epoch: [8][50/372] | Time 0.520 | Data 0.096 | Loss 0.3353 | IoU 0.373 [2021-06-12 09:46:35,126][root][INFO] - Lr: 9.077e-03 | Epoch: [8][60/372] | Time 0.514 | Data 0.090 | Loss 0.3350 | IoU 0.373 [2021-06-12 09:46:40,050][root][INFO] - Lr: 9.074e-03 | Epoch: [8][70/372] | Time 0.511 | Data 0.087 | Loss 0.3347 | IoU 0.373 [2021-06-12 09:46:45,041][root][INFO] - Lr: 9.071e-03 | Epoch: [8][80/372] | Time 0.510 | Data 0.087 | Loss 0.3344 | IoU 0.374 [2021-06-12 09:46:50,061][root][INFO] - Lr: 9.068e-03 | Epoch: [8][90/372] | Time 0.509 | Data 0.086 | Loss 0.3340 | IoU 0.374 [2021-06-12 09:46:54,896][root][INFO] - Lr: 9.064e-03 | Epoch: [8][100/372] | Time 0.506 | Data 0.084 | Loss 0.3337 | IoU 0.374 [2021-06-12 09:46:59,740][root][INFO] - Lr: 9.061e-03 | Epoch: [8][110/372] | Time 0.504 | Data 0.082 | Loss 0.3333 | IoU 0.374 [2021-06-12 09:47:04,620][root][INFO] - Lr: 9.058e-03 | Epoch: [8][120/372] | Time 0.503 | Data 0.081 | Loss 0.3330 | IoU 0.375 [2021-06-12 09:47:09,639][root][INFO] - Lr: 9.055e-03 | Epoch: [8][130/372] | Time 0.503 | Data 0.080 | Loss 0.3328 | IoU 0.375 [2021-06-12 09:47:14,584][root][INFO] - Lr: 9.052e-03 | Epoch: [8][140/372] | Time 0.502 | Data 0.079 | Loss 0.3325 | IoU 0.375 [2021-06-12 09:47:19,635][root][INFO] - Lr: 9.049e-03 | Epoch: [8][150/372] | Time 0.502 | Data 0.079 | Loss 0.3322 | IoU 0.375 [2021-06-12 09:47:24,471][root][INFO] - Lr: 9.046e-03 | Epoch: [8][160/372] | Time 0.501 | Data 0.078 | Loss 0.3318 | IoU 0.375 [2021-06-12 09:47:29,500][root][INFO] - Lr: 9.043e-03 | Epoch: [8][170/372] | Time 0.501 | Data 0.078 | Loss 0.3315 | IoU 0.376 [2021-06-12 09:47:34,549][root][INFO] - Lr: 9.040e-03 | Epoch: [8][180/372] | Time 0.502 | Data 0.079 | Loss 0.3312 | IoU 0.376 [2021-06-12 09:47:39,374][root][INFO] - Lr: 9.037e-03 | Epoch: [8][190/372] | Time 0.500 | Data 0.078 | Loss 0.3309 | IoU 0.376 [2021-06-12 09:47:44,282][root][INFO] - Lr: 9.034e-03 | Epoch: [8][200/372] | Time 0.500 | Data 0.077 | Loss 0.3306 | IoU 0.376 [2021-06-12 09:47:49,045][root][INFO] - Lr: 9.031e-03 | Epoch: [8][210/372] | Time 0.499 | Data 0.076 | Loss 0.3303 | IoU 0.376 [2021-06-12 09:47:54,001][root][INFO] - Lr: 9.028e-03 | Epoch: [8][220/372] | Time 0.499 | Data 0.076 | Loss 0.3299 | IoU 0.377 [2021-06-12 09:47:58,946][root][INFO] - Lr: 9.025e-03 | Epoch: [8][230/372] | Time 0.499 | Data 0.076 | Loss 0.3297 | IoU 0.377 [2021-06-12 09:48:03,810][root][INFO] - Lr: 9.022e-03 | Epoch: [8][240/372] | Time 0.498 | Data 0.075 | Loss 0.3294 | IoU 0.377 [2021-06-12 09:48:08,674][root][INFO] - Lr: 9.019e-03 | Epoch: [8][250/372] | Time 0.498 | Data 0.075 | Loss 0.3291 | IoU 0.377 [2021-06-12 09:48:13,590][root][INFO] - Lr: 9.016e-03 | Epoch: [8][260/372] | Time 0.497 | Data 0.075 | Loss 0.3288 | IoU 0.378 [2021-06-12 09:48:18,412][root][INFO] - Lr: 9.012e-03 | Epoch: [8][270/372] | Time 0.497 | Data 0.074 | Loss 0.3286 | IoU 0.378 [2021-06-12 09:48:23,236][root][INFO] - Lr: 9.009e-03 | Epoch: [8][280/372] | Time 0.496 | Data 0.074 | Loss 0.3282 | IoU 0.378 [2021-06-12 09:48:28,217][root][INFO] - Lr: 9.006e-03 | Epoch: [8][290/372] | Time 0.496 | Data 0.074 | Loss 0.3280 | IoU 0.378 [2021-06-12 09:48:33,089][root][INFO] - Lr: 9.003e-03 | Epoch: [8][300/372] | Time 0.496 | Data 0.074 | Loss 0.3276 | IoU 0.378 [2021-06-12 09:48:37,889][root][INFO] - Lr: 9.000e-03 | Epoch: [8][310/372] | Time 0.496 | Data 0.074 | Loss 0.3273 | IoU 0.379 [2021-06-12 09:48:42,765][root][INFO] - Lr: 8.997e-03 | Epoch: [8][320/372] | Time 0.495 | Data 0.073 | Loss 0.3271 | IoU 0.379 [2021-06-12 09:48:47,718][root][INFO] - Lr: 8.994e-03 | Epoch: [8][330/372] | Time 0.495 | Data 0.073 | Loss 0.3269 | IoU 0.379 [2021-06-12 09:48:52,774][root][INFO] - Lr: 8.991e-03 | Epoch: [8][340/372] | Time 0.496 | Data 0.073 | Loss 0.3266 | IoU 0.379 [2021-06-12 09:48:57,769][root][INFO] - Lr: 8.988e-03 | Epoch: [8][350/372] | Time 0.496 | Data 0.074 | Loss 0.3263 | IoU 0.380 [2021-06-12 09:49:02,629][root][INFO] - Lr: 8.985e-03 | Epoch: [8][360/372] | Time 0.495 | Data 0.073 | Loss 0.3260 | IoU 0.380 [2021-06-12 09:49:07,258][root][INFO] - Lr: 8.982e-03 | Epoch: [8][370/372] | Time 0.495 | Data 0.073 | Loss 0.3258 | IoU 0.380 [2021-06-12 09:49:09,540][root][INFO] - Lr: 8.981e-03 | Epoch: [9][0/372] | Time 1.687 | Data 1.246 | Loss 0.3258 | IoU 0.380 [2021-06-12 09:49:14,726][root][INFO] - Lr: 8.978e-03 | Epoch: [9][10/372] | Time 0.623 | Data 0.194 | Loss 0.3255 | IoU 0.380 [2021-06-12 09:49:19,676][root][INFO] - Lr: 8.975e-03 | Epoch: [9][20/372] | Time 0.561 | Data 0.135 | Loss 0.3252 | IoU 0.381 [2021-06-12 09:49:24,626][root][INFO] - Lr: 8.972e-03 | Epoch: [9][30/372] | Time 0.540 | Data 0.114 | Loss 0.3249 | IoU 0.381 [2021-06-12 09:49:29,435][root][INFO] - Lr: 8.969e-03 | Epoch: [9][40/372] | Time 0.526 | Data 0.102 | Loss 0.3246 | IoU 0.381 [2021-06-12 09:49:34,372][root][INFO] - Lr: 8.966e-03 | Epoch: [9][50/372] | Time 0.519 | Data 0.095 | Loss 0.3243 | IoU 0.381 [2021-06-12 09:49:39,424][root][INFO] - Lr: 8.963e-03 | Epoch: [9][60/372] | Time 0.517 | Data 0.093 | Loss 0.3240 | IoU 0.381 [2021-06-12 09:49:44,295][root][INFO] - Lr: 8.960e-03 | Epoch: [9][70/372] | Time 0.513 | Data 0.089 | Loss 0.3238 | IoU 0.382 [2021-06-12 09:49:49,185][root][INFO] - Lr: 8.957e-03 | Epoch: [9][80/372] | Time 0.510 | Data 0.087 | Loss 0.3235 | IoU 0.382 [2021-06-12 09:49:54,075][root][INFO] - Lr: 8.954e-03 | Epoch: [9][90/372] | Time 0.508 | Data 0.085 | Loss 0.3232 | IoU 0.382 [2021-06-12 09:49:58,939][root][INFO] - Lr: 8.951e-03 | Epoch: [9][100/372] | Time 0.506 | Data 0.083 | Loss 0.3230 | IoU 0.382 [2021-06-12 09:50:03,822][root][INFO] - Lr: 8.948e-03 | Epoch: [9][110/372] | Time 0.504 | Data 0.082 | Loss 0.3227 | IoU 0.383 [2021-06-12 09:50:08,652][root][INFO] - Lr: 8.945e-03 | Epoch: [9][120/372] | Time 0.502 | Data 0.080 | Loss 0.3224 | IoU 0.383 [2021-06-12 09:50:13,438][root][INFO] - Lr: 8.941e-03 | Epoch: [9][130/372] | Time 0.500 | Data 0.078 | Loss 0.3222 | IoU 0.383 [2021-06-12 09:50:18,301][root][INFO] - Lr: 8.938e-03 | Epoch: [9][140/372] | Time 0.499 | Data 0.077 | Loss 0.3219 | IoU 0.383 [2021-06-12 09:50:23,165][root][INFO] - Lr: 8.935e-03 | Epoch: [9][150/372] | Time 0.498 | Data 0.077 | Loss 0.3216 | IoU 0.383 [2021-06-12 09:50:28,120][root][INFO] - Lr: 8.932e-03 | Epoch: [9][160/372] | Time 0.499 | Data 0.077 | Loss 0.3213 | IoU 0.384 [2021-06-12 09:50:32,970][root][INFO] - Lr: 8.929e-03 | Epoch: [9][170/372] | Time 0.498 | Data 0.076 | Loss 0.3210 | IoU 0.384 [2021-06-12 09:50:37,880][root][INFO] - Lr: 8.926e-03 | Epoch: [9][180/372] | Time 0.497 | Data 0.075 | Loss 0.3207 | IoU 0.384 [2021-06-12 09:50:42,882][root][INFO] - Lr: 8.923e-03 | Epoch: [9][190/372] | Time 0.497 | Data 0.075 | Loss 0.3205 | IoU 0.384 [2021-06-12 09:50:48,004][root][INFO] - Lr: 8.920e-03 | Epoch: [9][200/372] | Time 0.498 | Data 0.076 | Loss 0.3202 | IoU 0.384 [2021-06-12 09:50:52,781][root][INFO] - Lr: 8.917e-03 | Epoch: [9][210/372] | Time 0.497 | Data 0.075 | Loss 0.3200 | IoU 0.385 [2021-06-12 09:50:57,802][root][INFO] - Lr: 8.914e-03 | Epoch: [9][220/372] | Time 0.497 | Data 0.075 | Loss 0.3197 | IoU 0.385 [2021-06-12 09:51:02,693][root][INFO] - Lr: 8.911e-03 | Epoch: [9][230/372] | Time 0.497 | Data 0.075 | Loss 0.3195 | IoU 0.385 [2021-06-12 09:51:07,573][root][INFO] - Lr: 8.908e-03 | Epoch: [9][240/372] | Time 0.497 | Data 0.075 | Loss 0.3192 | IoU 0.386 [2021-06-12 09:51:12,492][root][INFO] - Lr: 8.905e-03 | Epoch: [9][250/372] | Time 0.497 | Data 0.075 | Loss 0.3189 | IoU 0.386 [2021-06-12 09:51:17,438][root][INFO] - Lr: 8.902e-03 | Epoch: [9][260/372] | Time 0.496 | Data 0.074 | Loss 0.3187 | IoU 0.386 [2021-06-12 09:51:22,369][root][INFO] - Lr: 8.899e-03 | Epoch: [9][270/372] | Time 0.496 | Data 0.074 | Loss 0.3184 | IoU 0.386 [2021-06-12 09:51:27,385][root][INFO] - Lr: 8.896e-03 | Epoch: [9][280/372] | Time 0.496 | Data 0.075 | Loss 0.3181 | IoU 0.386 [2021-06-12 09:51:32,222][root][INFO] - Lr: 8.892e-03 | Epoch: [9][290/372] | Time 0.496 | Data 0.074 | Loss 0.3179 | IoU 0.386 [2021-06-12 09:51:37,094][root][INFO] - Lr: 8.889e-03 | Epoch: [9][300/372] | Time 0.496 | Data 0.074 | Loss 0.3176 | IoU 0.386 [2021-06-12 09:51:41,963][root][INFO] - Lr: 8.886e-03 | Epoch: [9][310/372] | Time 0.496 | Data 0.074 | Loss 0.3174 | IoU 0.387 [2021-06-12 09:51:46,977][root][INFO] - Lr: 8.883e-03 | Epoch: [9][320/372] | Time 0.496 | Data 0.074 | Loss 0.3171 | IoU 0.387 [2021-06-12 09:51:51,915][root][INFO] - Lr: 8.880e-03 | Epoch: [9][330/372] | Time 0.496 | Data 0.074 | Loss 0.3169 | IoU 0.387 [2021-06-12 09:51:56,717][root][INFO] - Lr: 8.877e-03 | Epoch: [9][340/372] | Time 0.495 | Data 0.073 | Loss 0.3166 | IoU 0.387 [2021-06-12 09:52:01,568][root][INFO] - Lr: 8.874e-03 | Epoch: [9][350/372] | Time 0.495 | Data 0.073 | Loss 0.3164 | IoU 0.387 [2021-06-12 09:52:06,461][root][INFO] - Lr: 8.871e-03 | Epoch: [9][360/372] | Time 0.495 | Data 0.073 | Loss 0.3162 | IoU 0.388 [2021-06-12 09:52:11,123][root][INFO] - Lr: 8.868e-03 | Epoch: [9][370/372] | Time 0.494 | Data 0.072 | Loss 0.3160 | IoU 0.388 [2021-06-12 09:52:13,712][root][INFO] - Lr: 8.867e-03 | Epoch: [10][0/372] | Time 1.939 | Data 1.455 | Loss 0.3159 | IoU 0.388 [2021-06-12 09:52:18,721][root][INFO] - Lr: 8.864e-03 | Epoch: [10][10/372] | Time 0.634 | Data 0.198 | Loss 0.3156 | IoU 0.388 [2021-06-12 09:52:23,616][root][INFO] - Lr: 8.861e-03 | Epoch: [10][20/372] | Time 0.563 | Data 0.135 | Loss 0.3154 | IoU 0.388 [2021-06-12 09:52:28,552][root][INFO] - Lr: 8.858e-03 | Epoch: [10][30/372] | Time 0.540 | Data 0.114 | Loss 0.3151 | IoU 0.388 [2021-06-12 09:52:33,561][root][INFO] - Lr: 8.855e-03 | Epoch: [10][40/372] | Time 0.532 | Data 0.106 | Loss 0.3149 | IoU 0.389 [2021-06-12 09:52:38,514][root][INFO] - Lr: 8.852e-03 | Epoch: [10][50/372] | Time 0.525 | Data 0.100 | Loss 0.3146 | IoU 0.389 [2021-06-12 09:52:43,407][root][INFO] - Lr: 8.849e-03 | Epoch: [10][60/372] | Time 0.519 | Data 0.094 | Loss 0.3143 | IoU 0.389 [2021-06-12 09:52:48,241][root][INFO] - Lr: 8.846e-03 | Epoch: [10][70/372] | Time 0.514 | Data 0.090 | Loss 0.3141 | IoU 0.389 [2021-06-12 09:52:53,206][root][INFO] - Lr: 8.843e-03 | Epoch: [10][80/372] | Time 0.512 | Data 0.088 | Loss 0.3138 | IoU 0.389 [2021-06-12 09:52:58,164][root][INFO] - Lr: 8.840e-03 | Epoch: [10][90/372] | Time 0.510 | Data 0.087 | Loss 0.3136 | IoU 0.390 [2021-06-12 09:53:03,036][root][INFO] - Lr: 8.837e-03 | Epoch: [10][100/372] | Time 0.508 | Data 0.085 | Loss 0.3133 | IoU 0.390 [2021-06-12 09:53:07,925][root][INFO] - Lr: 8.834e-03 | Epoch: [10][110/372] | Time 0.506 | Data 0.083 | Loss 0.3131 | IoU 0.390 [2021-06-12 09:53:12,812][root][INFO] - Lr: 8.831e-03 | Epoch: [10][120/372] | Time 0.505 | Data 0.082 | Loss 0.3128 | IoU 0.390 [2021-06-12 09:53:17,708][root][INFO] - Lr: 8.828e-03 | Epoch: [10][130/372] | Time 0.504 | Data 0.081 | Loss 0.3126 | IoU 0.391 [2021-06-12 09:53:22,514][root][INFO] - Lr: 8.824e-03 | Epoch: [10][140/372] | Time 0.502 | Data 0.079 | Loss 0.3123 | IoU 0.391 [2021-06-12 09:53:27,423][root][INFO] - Lr: 8.821e-03 | Epoch: [10][150/372] | Time 0.501 | Data 0.078 | Loss 0.3120 | IoU 0.391 [2021-06-12 09:53:32,336][root][INFO] - Lr: 8.818e-03 | Epoch: [10][160/372] | Time 0.501 | Data 0.078 | Loss 0.3118 | IoU 0.391 [2021-06-12 09:53:37,251][root][INFO] - Lr: 8.815e-03 | Epoch: [10][170/372] | Time 0.500 | Data 0.077 | Loss 0.3115 | IoU 0.391 [2021-06-12 09:53:42,164][root][INFO] - Lr: 8.812e-03 | Epoch: [10][180/372] | Time 0.499 | Data 0.077 | Loss 0.3113 | IoU 0.392 [2021-06-12 09:53:47,012][root][INFO] - Lr: 8.809e-03 | Epoch: [10][190/372] | Time 0.499 | Data 0.077 | Loss 0.3111 | IoU 0.392 [2021-06-12 09:53:51,931][root][INFO] - Lr: 8.806e-03 | Epoch: [10][200/372] | Time 0.499 | Data 0.076 | Loss 0.3109 | IoU 0.392 [2021-06-12 09:53:56,910][root][INFO] - Lr: 8.803e-03 | Epoch: [10][210/372] | Time 0.498 | Data 0.076 | Loss 0.3106 | IoU 0.392 [2021-06-12 09:54:01,974][root][INFO] - Lr: 8.800e-03 | Epoch: [10][220/372] | Time 0.498 | Data 0.076 | Loss 0.3104 | IoU 0.392 [2021-06-12 09:54:06,861][root][INFO] - Lr: 8.797e-03 | Epoch: [10][230/372] | Time 0.498 | Data 0.076 | Loss 0.3102 | IoU 0.392 [2021-06-12 09:54:11,735][root][INFO] - Lr: 8.794e-03 | Epoch: [10][240/372] | Time 0.498 | Data 0.076 | Loss 0.3099 | IoU 0.393 [2021-06-12 09:54:16,775][root][INFO] - Lr: 8.791e-03 | Epoch: [10][250/372] | Time 0.498 | Data 0.076 | Loss 0.3097 | IoU 0.393 [2021-06-12 09:54:21,676][root][INFO] - Lr: 8.788e-03 | Epoch: [10][260/372] | Time 0.498 | Data 0.076 | Loss 0.3095 | IoU 0.393 [2021-06-12 09:54:26,444][root][INFO] - Lr: 8.785e-03 | Epoch: [10][270/372] | Time 0.497 | Data 0.075 | Loss 0.3093 | IoU 0.393 [2021-06-12 09:54:31,306][root][INFO] - Lr: 8.781e-03 | Epoch: [10][280/372] | Time 0.497 | Data 0.075 | Loss 0.3091 | IoU 0.393 [2021-06-12 09:54:36,185][root][INFO] - Lr: 8.778e-03 | Epoch: [10][290/372] | Time 0.496 | Data 0.074 | Loss 0.3089 | IoU 0.394 [2021-06-12 09:54:41,072][root][INFO] - Lr: 8.775e-03 | Epoch: [10][300/372] | Time 0.496 | Data 0.074 | Loss 0.3087 | IoU 0.394 [2021-06-12 09:54:45,921][root][INFO] - Lr: 8.772e-03 | Epoch: [10][310/372] | Time 0.496 | Data 0.074 | Loss 0.3085 | IoU 0.394 [2021-06-12 09:54:50,898][root][INFO] - Lr: 8.769e-03 | Epoch: [10][320/372] | Time 0.496 | Data 0.074 | Loss 0.3082 | IoU 0.394 [2021-06-12 09:54:55,744][root][INFO] - Lr: 8.766e-03 | Epoch: [10][330/372] | Time 0.495 | Data 0.073 | Loss 0.3081 | IoU 0.394 [2021-06-12 09:55:00,738][root][INFO] - Lr: 8.763e-03 | Epoch: [10][340/372] | Time 0.495 | Data 0.073 | Loss 0.3079 | IoU 0.394 [2021-06-12 09:55:05,732][root][INFO] - Lr: 8.760e-03 | Epoch: [10][350/372] | Time 0.496 | Data 0.074 | Loss 0.3076 | IoU 0.395 [2021-06-12 09:55:10,497][root][INFO] - Lr: 8.757e-03 | Epoch: [10][360/372] | Time 0.495 | Data 0.073 | Loss 0.3074 | IoU 0.395 [2021-06-12 09:55:15,175][root][INFO] - 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464/500 [2021-06-12 09:55:59,643][root][INFO] - 465/500 [2021-06-12 09:55:59,753][root][INFO] - 466/500 [2021-06-12 09:55:59,838][root][INFO] - 467/500 [2021-06-12 09:55:59,908][root][INFO] - 468/500 [2021-06-12 09:56:00,011][root][INFO] - 469/500 [2021-06-12 09:56:00,094][root][INFO] - 470/500 [2021-06-12 09:56:00,180][root][INFO] - 471/500 [2021-06-12 09:56:00,285][root][INFO] - 472/500 [2021-06-12 09:56:00,383][root][INFO] - 473/500 [2021-06-12 09:56:00,495][root][INFO] - 474/500 [2021-06-12 09:56:00,585][root][INFO] - 475/500 [2021-06-12 09:56:00,674][root][INFO] - 476/500 [2021-06-12 09:56:00,761][root][INFO] - 477/500 [2021-06-12 09:56:00,854][root][INFO] - 478/500 [2021-06-12 09:56:00,947][root][INFO] - 479/500 [2021-06-12 09:56:01,035][root][INFO] - 480/500 [2021-06-12 09:56:01,107][root][INFO] - 481/500 [2021-06-12 09:56:01,178][root][INFO] - 482/500 [2021-06-12 09:56:01,249][root][INFO] - 483/500 [2021-06-12 09:56:01,323][root][INFO] - 484/500 [2021-06-12 09:56:01,407][root][INFO] - 485/500 [2021-06-12 09:56:01,500][root][INFO] - 486/500 [2021-06-12 09:56:01,603][root][INFO] - 487/500 [2021-06-12 09:56:01,677][root][INFO] - 488/500 [2021-06-12 09:56:01,765][root][INFO] - 489/500 [2021-06-12 09:56:01,836][root][INFO] - 490/500 [2021-06-12 09:56:01,963][root][INFO] - 491/500 [2021-06-12 09:56:02,037][root][INFO] - 492/500 [2021-06-12 09:56:02,107][root][INFO] - 493/500 [2021-06-12 09:56:02,178][root][INFO] - 494/500 [2021-06-12 09:56:02,248][root][INFO] - 495/500 [2021-06-12 09:56:02,319][root][INFO] - 496/500 [2021-06-12 09:56:02,390][root][INFO] - 497/500 [2021-06-12 09:56:02,461][root][INFO] - 498/500 [2021-06-12 09:56:02,572][root][INFO] - 499/500 [2021-06-12 09:56:02,764][root][INFO] - Validation set: Time avg per batch 0.094 Loss avg 0.3388 IoU avg 0.457 [2021-06-12 09:56:02,766][root][INFO] - ---> save checkpoint [2021-06-12 09:56:07,730][root][INFO] - Lr: 8.753e-03 | Epoch: [11][0/372] | Time 1.723 | Data 1.254 | Loss 0.3072 | IoU 0.395 [2021-06-12 09:56:12,976][root][INFO] - Lr: 8.750e-03 | Epoch: [11][10/372] | Time 0.638 | Data 0.205 | Loss 0.3070 | IoU 0.395 [2021-06-12 09:56:17,838][root][INFO] - Lr: 8.747e-03 | Epoch: [11][20/372] | Time 0.568 | Data 0.141 | Loss 0.3068 | IoU 0.395 [2021-06-12 09:56:22,763][root][INFO] - Lr: 8.744e-03 | Epoch: [11][30/372] | Time 0.543 | Data 0.119 | Loss 0.3065 | IoU 0.396 [2021-06-12 09:56:27,679][root][INFO] - Lr: 8.741e-03 | Epoch: [11][40/372] | Time 0.530 | Data 0.106 | Loss 0.3064 | IoU 0.396 [2021-06-12 09:56:32,479][root][INFO] - Lr: 8.738e-03 | Epoch: [11][50/372] | Time 0.520 | Data 0.098 | Loss 0.3061 | IoU 0.396 [2021-06-12 09:56:37,389][root][INFO] - Lr: 8.735e-03 | Epoch: [11][60/372] | Time 0.515 | Data 0.093 | Loss 0.3059 | IoU 0.396 [2021-06-12 09:56:42,335][root][INFO] - Lr: 8.732e-03 | Epoch: [11][70/372] | Time 0.512 | Data 0.091 | Loss 0.3056 | IoU 0.396 [2021-06-12 09:56:47,259][root][INFO] - Lr: 8.729e-03 | Epoch: [11][80/372] | Time 0.510 | Data 0.089 | Loss 0.3054 | IoU 0.396 [2021-06-12 09:56:52,347][root][INFO] - Lr: 8.726e-03 | Epoch: [11][90/372] | Time 0.510 | Data 0.088 | Loss 0.3052 | IoU 0.397 [2021-06-12 09:56:57,464][root][INFO] - Lr: 8.723e-03 | Epoch: [11][100/372] | Time 0.510 | Data 0.088 | Loss 0.3050 | IoU 0.397 [2021-06-12 09:57:02,347][root][INFO] - Lr: 8.719e-03 | Epoch: [11][110/372] | Time 0.508 | Data 0.086 | Loss 0.3047 | IoU 0.397 [2021-06-12 09:57:07,270][root][INFO] - Lr: 8.716e-03 | Epoch: [11][120/372] | Time 0.507 | Data 0.085 | Loss 0.3045 | IoU 0.397 [2021-06-12 09:57:12,120][root][INFO] - Lr: 8.713e-03 | Epoch: [11][130/372] | Time 0.505 | Data 0.084 | Loss 0.3043 | IoU 0.397 [2021-06-12 09:57:16,912][root][INFO] - Lr: 8.710e-03 | Epoch: [11][140/372] | Time 0.503 | Data 0.082 | Loss 0.3041 | IoU 0.397 [2021-06-12 09:57:21,840][root][INFO] - Lr: 8.707e-03 | Epoch: [11][150/372] | Time 0.502 | Data 0.081 | Loss 0.3038 | IoU 0.398 [2021-06-12 09:57:26,752][root][INFO] - Lr: 8.704e-03 | Epoch: [11][160/372] | Time 0.502 | Data 0.081 | Loss 0.3036 | IoU 0.398 [2021-06-12 09:57:31,572][root][INFO] - Lr: 8.701e-03 | Epoch: [11][170/372] | Time 0.501 | Data 0.080 | Loss 0.3034 | IoU 0.398 [2021-06-12 09:57:36,510][root][INFO] - Lr: 8.698e-03 | Epoch: [11][180/372] | Time 0.500 | Data 0.079 | Loss 0.3032 | IoU 0.398 [2021-06-12 09:57:41,486][root][INFO] - Lr: 8.695e-03 | Epoch: [11][190/372] | Time 0.500 | Data 0.079 | Loss 0.3030 | IoU 0.398 [2021-06-12 09:57:46,288][root][INFO] - Lr: 8.692e-03 | Epoch: [11][200/372] | Time 0.499 | Data 0.078 | Loss 0.3028 | IoU 0.399 [2021-06-12 09:57:51,229][root][INFO] - Lr: 8.689e-03 | Epoch: [11][210/372] | Time 0.499 | Data 0.078 | Loss 0.3026 | IoU 0.399 [2021-06-12 09:57:56,074][root][INFO] - Lr: 8.686e-03 | Epoch: [11][220/372] | Time 0.498 | Data 0.078 | Loss 0.3024 | IoU 0.399 [2021-06-12 09:58:01,098][root][INFO] - Lr: 8.683e-03 | Epoch: [11][230/372] | Time 0.498 | Data 0.078 | Loss 0.3021 | IoU 0.399 [2021-06-12 09:58:06,028][root][INFO] - Lr: 8.680e-03 | Epoch: [11][240/372] | Time 0.498 | Data 0.077 | Loss 0.3019 | IoU 0.399 [2021-06-12 09:58:10,945][root][INFO] - Lr: 8.676e-03 | Epoch: [11][250/372] | Time 0.498 | Data 0.077 | Loss 0.3017 | IoU 0.399 [2021-06-12 09:58:15,775][root][INFO] - Lr: 8.673e-03 | Epoch: [11][260/372] | Time 0.497 | Data 0.076 | Loss 0.3015 | IoU 0.400 [2021-06-12 09:58:20,635][root][INFO] - Lr: 8.670e-03 | Epoch: [11][270/372] | Time 0.497 | Data 0.076 | Loss 0.3013 | IoU 0.400 [2021-06-12 09:58:25,469][root][INFO] - Lr: 8.667e-03 | Epoch: [11][280/372] | Time 0.497 | Data 0.075 | Loss 0.3012 | IoU 0.400 [2021-06-12 09:58:30,458][root][INFO] - Lr: 8.664e-03 | Epoch: [11][290/372] | Time 0.497 | Data 0.075 | Loss 0.3009 | IoU 0.400 [2021-06-12 09:58:35,482][root][INFO] - Lr: 8.661e-03 | Epoch: [11][300/372] | Time 0.497 | Data 0.075 | Loss 0.3007 | IoU 0.400 [2021-06-12 09:58:40,458][root][INFO] - Lr: 8.658e-03 | Epoch: [11][310/372] | Time 0.497 | Data 0.075 | Loss 0.3005 | IoU 0.400 [2021-06-12 09:58:45,286][root][INFO] - Lr: 8.655e-03 | Epoch: [11][320/372] | Time 0.496 | Data 0.075 | Loss 0.3003 | IoU 0.401 [2021-06-12 09:58:50,165][root][INFO] - Lr: 8.652e-03 | Epoch: [11][330/372] | Time 0.496 | Data 0.075 | Loss 0.3001 | IoU 0.401 [2021-06-12 09:58:55,140][root][INFO] - Lr: 8.649e-03 | Epoch: [11][340/372] | Time 0.496 | Data 0.075 | Loss 0.2999 | IoU 0.401 [2021-06-12 09:59:00,127][root][INFO] - Lr: 8.646e-03 | Epoch: [11][350/372] | Time 0.496 | Data 0.075 | Loss 0.2997 | IoU 0.401 [2021-06-12 09:59:05,042][root][INFO] - Lr: 8.643e-03 | Epoch: [11][360/372] | Time 0.496 | Data 0.075 | Loss 0.2995 | IoU 0.401 [2021-06-12 09:59:09,698][root][INFO] - Lr: 8.640e-03 | Epoch: [11][370/372] | Time 0.495 | Data 0.074 | Loss 0.2994 | IoU 0.401 [2021-06-12 09:59:12,096][root][INFO] - Lr: 8.639e-03 | Epoch: [12][0/372] | Time 1.708 | Data 1.248 | Loss 0.2993 | IoU 0.402 [2021-06-12 09:59:17,261][root][INFO] - Lr: 8.636e-03 | Epoch: [12][10/372] | Time 0.630 | Data 0.201 | Loss 0.2992 | IoU 0.402 [2021-06-12 09:59:22,136][root][INFO] - Lr: 8.633e-03 | Epoch: [12][20/372] | Time 0.562 | Data 0.137 | Loss 0.2989 | IoU 0.402 [2021-06-12 09:59:26,866][root][INFO] - Lr: 8.630e-03 | Epoch: [12][30/372] | Time 0.533 | Data 0.109 | Loss 0.2987 | IoU 0.402 [2021-06-12 09:59:31,530][root][INFO] - Lr: 8.627e-03 | Epoch: [12][40/372] | Time 0.518 | Data 0.094 | Loss 0.2985 | IoU 0.402 [2021-06-12 09:59:36,424][root][INFO] - Lr: 8.624e-03 | Epoch: [12][50/372] | Time 0.512 | Data 0.089 | Loss 0.2983 | IoU 0.402 [2021-06-12 09:59:41,278][root][INFO] - Lr: 8.621e-03 | Epoch: [12][60/372] | Time 0.507 | Data 0.085 | Loss 0.2981 | IoU 0.403 [2021-06-12 09:59:46,181][root][INFO] - Lr: 8.617e-03 | Epoch: [12][70/372] | Time 0.505 | Data 0.083 | Loss 0.2979 | IoU 0.403 [2021-06-12 09:59:50,984][root][INFO] - Lr: 8.614e-03 | Epoch: [12][80/372] | Time 0.502 | Data 0.080 | Loss 0.2977 | IoU 0.403 [2021-06-12 09:59:55,889][root][INFO] - Lr: 8.611e-03 | Epoch: [12][90/372] | Time 0.501 | Data 0.079 | Loss 0.2975 | IoU 0.403 [2021-06-12 10:00:00,798][root][INFO] - Lr: 8.608e-03 | Epoch: [12][100/372] | Time 0.499 | Data 0.077 | Loss 0.2973 | IoU 0.403 [2021-06-12 10:00:05,671][root][INFO] - Lr: 8.605e-03 | Epoch: [12][110/372] | Time 0.499 | Data 0.077 | Loss 0.2971 | IoU 0.404 [2021-06-12 10:00:10,604][root][INFO] - Lr: 8.602e-03 | Epoch: [12][120/372] | Time 0.498 | Data 0.077 | Loss 0.2969 | IoU 0.404 [2021-06-12 10:00:15,452][root][INFO] - Lr: 8.599e-03 | Epoch: [12][130/372] | Time 0.497 | Data 0.075 | Loss 0.2967 | IoU 0.404 [2021-06-12 10:00:20,277][root][INFO] - Lr: 8.596e-03 | Epoch: [12][140/372] | Time 0.496 | Data 0.075 | Loss 0.2965 | IoU 0.404 [2021-06-12 10:00:25,133][root][INFO] - Lr: 8.593e-03 | Epoch: [12][150/372] | Time 0.496 | Data 0.074 | Loss 0.2963 | IoU 0.404 [2021-06-12 10:00:29,978][root][INFO] - Lr: 8.590e-03 | Epoch: [12][160/372] | Time 0.495 | Data 0.074 | Loss 0.2962 | IoU 0.404 [2021-06-12 10:00:34,922][root][INFO] - Lr: 8.587e-03 | Epoch: [12][170/372] | Time 0.495 | Data 0.073 | Loss 0.2959 | IoU 0.405 [2021-06-12 10:00:39,746][root][INFO] - Lr: 8.584e-03 | Epoch: [12][180/372] | Time 0.494 | Data 0.073 | Loss 0.2958 | IoU 0.405 [2021-06-12 10:00:44,693][root][INFO] - Lr: 8.581e-03 | Epoch: [12][190/372] | Time 0.494 | Data 0.072 | Loss 0.2956 | IoU 0.405 [2021-06-12 10:00:49,559][root][INFO] - Lr: 8.578e-03 | Epoch: [12][200/372] | Time 0.494 | Data 0.072 | Loss 0.2954 | IoU 0.405 [2021-06-12 10:00:54,449][root][INFO] - Lr: 8.574e-03 | Epoch: [12][210/372] | Time 0.494 | Data 0.072 | Loss 0.2952 | IoU 0.405 [2021-06-12 10:00:59,390][root][INFO] - Lr: 8.571e-03 | Epoch: [12][220/372] | Time 0.494 | Data 0.072 | Loss 0.2950 | IoU 0.405 [2021-06-12 10:01:04,167][root][INFO] - Lr: 8.568e-03 | Epoch: [12][230/372] | Time 0.493 | Data 0.072 | Loss 0.2948 | IoU 0.406 [2021-06-12 10:01:08,962][root][INFO] - Lr: 8.565e-03 | Epoch: [12][240/372] | Time 0.492 | Data 0.071 | Loss 0.2947 | IoU 0.406 [2021-06-12 10:01:13,805][root][INFO] - Lr: 8.562e-03 | Epoch: [12][250/372] | Time 0.492 | Data 0.071 | Loss 0.2945 | IoU 0.406 [2021-06-12 10:01:18,645][root][INFO] - Lr: 8.559e-03 | Epoch: [12][260/372] | Time 0.492 | Data 0.070 | Loss 0.2943 | IoU 0.406 [2021-06-12 10:01:23,585][root][INFO] - Lr: 8.556e-03 | Epoch: [12][270/372] | Time 0.492 | Data 0.070 | Loss 0.2941 | IoU 0.406 [2021-06-12 10:01:28,421][root][INFO] - Lr: 8.553e-03 | Epoch: [12][280/372] | Time 0.491 | Data 0.070 | Loss 0.2939 | IoU 0.406 [2021-06-12 10:01:33,349][root][INFO] - Lr: 8.550e-03 | Epoch: [12][290/372] | Time 0.492 | Data 0.070 | Loss 0.2937 | IoU 0.407 [2021-06-12 10:01:38,346][root][INFO] - Lr: 8.547e-03 | Epoch: [12][300/372] | Time 0.492 | Data 0.070 | Loss 0.2935 | IoU 0.407 [2021-06-12 10:01:43,206][root][INFO] - Lr: 8.544e-03 | Epoch: [12][310/372] | Time 0.491 | Data 0.070 | Loss 0.2933 | IoU 0.407 [2021-06-12 10:01:48,074][root][INFO] - Lr: 8.541e-03 | Epoch: [12][320/372] | Time 0.491 | Data 0.070 | Loss 0.2932 | IoU 0.407 [2021-06-12 10:01:53,047][root][INFO] - Lr: 8.538e-03 | Epoch: [12][330/372] | Time 0.492 | Data 0.070 | Loss 0.2930 | IoU 0.407 [2021-06-12 10:01:57,980][root][INFO] - Lr: 8.534e-03 | Epoch: [12][340/372] | Time 0.492 | Data 0.070 | Loss 0.2928 | IoU 0.407 [2021-06-12 10:02:02,785][root][INFO] - Lr: 8.531e-03 | Epoch: [12][350/372] | Time 0.491 | Data 0.070 | Loss 0.2926 | IoU 0.407 [2021-06-12 10:02:07,671][root][INFO] - Lr: 8.528e-03 | Epoch: [12][360/372] | Time 0.491 | Data 0.070 | Loss 0.2924 | IoU 0.408 [2021-06-12 10:02:12,268][root][INFO] - Lr: 8.525e-03 | Epoch: [12][370/372] | Time 0.490 | Data 0.069 | Loss 0.2922 | IoU 0.408 [2021-06-12 10:02:14,678][root][INFO] - Lr: 8.525e-03 | Epoch: [13][0/372] | Time 1.664 | Data 1.233 | Loss 0.2922 | IoU 0.408 [2021-06-12 10:02:19,914][root][INFO] - Lr: 8.522e-03 | Epoch: [13][10/372] | Time 0.638 | Data 0.205 | Loss 0.2920 | IoU 0.408 [2021-06-12 10:02:24,697][root][INFO] - Lr: 8.518e-03 | Epoch: [13][20/372] | Time 0.562 | Data 0.135 | Loss 0.2918 | IoU 0.408 [2021-06-12 10:02:29,578][root][INFO] - Lr: 8.515e-03 | Epoch: [13][30/372] | Time 0.539 | Data 0.114 | Loss 0.2916 | IoU 0.408 [2021-06-12 10:02:34,390][root][INFO] - Lr: 8.512e-03 | Epoch: [13][40/372] | Time 0.524 | Data 0.100 | Loss 0.2914 | IoU 0.409 [2021-06-12 10:02:39,251][root][INFO] - Lr: 8.509e-03 | Epoch: [13][50/372] | Time 0.517 | Data 0.094 | Loss 0.2912 | IoU 0.409 [2021-06-12 10:02:44,026][root][INFO] - Lr: 8.506e-03 | Epoch: [13][60/372] | Time 0.510 | Data 0.087 | Loss 0.2910 | IoU 0.409 [2021-06-12 10:02:48,947][root][INFO] - Lr: 8.503e-03 | Epoch: [13][70/372] | Time 0.508 | Data 0.086 | Loss 0.2908 | IoU 0.409 [2021-06-12 10:02:53,874][root][INFO] - Lr: 8.500e-03 | Epoch: [13][80/372] | Time 0.506 | Data 0.083 | Loss 0.2907 | IoU 0.409 [2021-06-12 10:02:58,912][root][INFO] - Lr: 8.497e-03 | Epoch: [13][90/372] | Time 0.506 | Data 0.083 | Loss 0.2905 | IoU 0.409 [2021-06-12 10:03:03,942][root][INFO] - Lr: 8.494e-03 | Epoch: [13][100/372] | Time 0.505 | Data 0.083 | Loss 0.2903 | IoU 0.410 [2021-06-12 10:03:08,718][root][INFO] - Lr: 8.491e-03 | Epoch: [13][110/372] | Time 0.503 | Data 0.081 | Loss 0.2902 | IoU 0.410 [2021-06-12 10:03:13,448][root][INFO] - Lr: 8.488e-03 | Epoch: [13][120/372] | Time 0.501 | Data 0.078 | Loss 0.2900 | IoU 0.410 [2021-06-12 10:03:18,397][root][INFO] - Lr: 8.485e-03 | Epoch: [13][130/372] | Time 0.500 | Data 0.078 | Loss 0.2898 | IoU 0.410 [2021-06-12 10:03:23,323][root][INFO] - Lr: 8.481e-03 | Epoch: [13][140/372] | Time 0.499 | Data 0.077 | Loss 0.2897 | IoU 0.410 [2021-06-12 10:03:28,143][root][INFO] - Lr: 8.478e-03 | Epoch: [13][150/372] | Time 0.498 | Data 0.076 | Loss 0.2895 | IoU 0.410 [2021-06-12 10:03:33,110][root][INFO] - Lr: 8.475e-03 | Epoch: [13][160/372] | Time 0.498 | Data 0.076 | Loss 0.2893 | IoU 0.411 [2021-06-12 10:03:37,929][root][INFO] - Lr: 8.472e-03 | Epoch: [13][170/372] | Time 0.497 | Data 0.075 | Loss 0.2891 | IoU 0.411 [2021-06-12 10:03:42,864][root][INFO] - Lr: 8.469e-03 | Epoch: [13][180/372] | Time 0.497 | Data 0.075 | Loss 0.2890 | IoU 0.411 [2021-06-12 10:03:47,794][root][INFO] - Lr: 8.466e-03 | Epoch: [13][190/372] | Time 0.497 | Data 0.075 | Loss 0.2888 | IoU 0.411 [2021-06-12 10:03:52,850][root][INFO] - Lr: 8.463e-03 | Epoch: [13][200/372] | Time 0.497 | Data 0.075 | Loss 0.2886 | IoU 0.411 [2021-06-12 10:03:57,714][root][INFO] - Lr: 8.460e-03 | Epoch: [13][210/372] | Time 0.497 | Data 0.075 | Loss 0.2884 | IoU 0.411 [2021-06-12 10:04:02,545][root][INFO] - Lr: 8.457e-03 | Epoch: [13][220/372] | Time 0.496 | Data 0.074 | Loss 0.2882 | IoU 0.411 [2021-06-12 10:04:07,510][root][INFO] - Lr: 8.454e-03 | Epoch: [13][230/372] | Time 0.496 | Data 0.074 | Loss 0.2880 | IoU 0.412 [2021-06-12 10:04:12,397][root][INFO] - Lr: 8.451e-03 | Epoch: [13][240/372] | Time 0.496 | Data 0.074 | Loss 0.2879 | IoU 0.412 [2021-06-12 10:04:17,259][root][INFO] - Lr: 8.448e-03 | Epoch: [13][250/372] | Time 0.496 | Data 0.074 | Loss 0.2877 | IoU 0.412 [2021-06-12 10:04:22,192][root][INFO] - Lr: 8.445e-03 | Epoch: [13][260/372] | Time 0.496 | Data 0.073 | Loss 0.2875 | IoU 0.412 [2021-06-12 10:04:27,109][root][INFO] - Lr: 8.441e-03 | Epoch: [13][270/372] | Time 0.495 | Data 0.073 | Loss 0.2873 | IoU 0.412 [2021-06-12 10:04:31,964][root][INFO] - Lr: 8.438e-03 | Epoch: [13][280/372] | Time 0.495 | Data 0.073 | Loss 0.2872 | IoU 0.412 [2021-06-12 10:04:36,845][root][INFO] - Lr: 8.435e-03 | Epoch: [13][290/372] | Time 0.495 | Data 0.073 | Loss 0.2870 | IoU 0.412 [2021-06-12 10:04:41,728][root][INFO] - Lr: 8.432e-03 | Epoch: [13][300/372] | Time 0.495 | Data 0.072 | Loss 0.2868 | IoU 0.413 [2021-06-12 10:04:46,538][root][INFO] - Lr: 8.429e-03 | Epoch: [13][310/372] | Time 0.494 | Data 0.072 | Loss 0.2866 | IoU 0.413 [2021-06-12 10:04:51,447][root][INFO] - Lr: 8.426e-03 | Epoch: [13][320/372] | Time 0.494 | Data 0.072 | Loss 0.2865 | IoU 0.413 [2021-06-12 10:04:56,355][root][INFO] - Lr: 8.423e-03 | Epoch: [13][330/372] | Time 0.494 | Data 0.072 | Loss 0.2863 | IoU 0.413 [2021-06-12 10:05:01,276][root][INFO] - Lr: 8.420e-03 | Epoch: [13][340/372] | Time 0.494 | Data 0.072 | Loss 0.2862 | IoU 0.413 [2021-06-12 10:05:06,219][root][INFO] - Lr: 8.417e-03 | Epoch: [13][350/372] | Time 0.494 | Data 0.071 | Loss 0.2860 | IoU 0.413 [2021-06-12 10:05:11,039][root][INFO] - Lr: 8.414e-03 | Epoch: [13][360/372] | Time 0.494 | Data 0.071 | Loss 0.2858 | IoU 0.414 [2021-06-12 10:05:15,753][root][INFO] - Lr: 8.411e-03 | Epoch: [13][370/372] | Time 0.493 | Data 0.071 | Loss 0.2856 | IoU 0.414 [2021-06-12 10:05:18,211][root][INFO] - Lr: 8.410e-03 | Epoch: [14][0/372] | Time 1.727 | Data 1.273 | Loss 0.2856 | IoU 0.414 [2021-06-12 10:05:23,568][root][INFO] - Lr: 8.407e-03 | Epoch: [14][10/372] | Time 0.652 | Data 0.216 | Loss 0.2854 | IoU 0.414 [2021-06-12 10:05:28,604][root][INFO] - Lr: 8.404e-03 | Epoch: [14][20/372] | Time 0.582 | Data 0.152 | Loss 0.2853 | IoU 0.414 [2021-06-12 10:05:33,593][root][INFO] - Lr: 8.401e-03 | Epoch: [14][30/372] | Time 0.555 | Data 0.127 | Loss 0.2851 | IoU 0.414 [2021-06-12 10:05:38,509][root][INFO] - Lr: 8.398e-03 | Epoch: [14][40/372] | Time 0.540 | Data 0.115 | Loss 0.2850 | IoU 0.414 [2021-06-12 10:05:43,369][root][INFO] - Lr: 8.395e-03 | Epoch: [14][50/372] | Time 0.530 | Data 0.105 | Loss 0.2848 | IoU 0.415 [2021-06-12 10:05:48,306][root][INFO] - Lr: 8.391e-03 | Epoch: [14][60/372] | Time 0.523 | Data 0.099 | Loss 0.2846 | IoU 0.415 [2021-06-12 10:05:53,197][root][INFO] - Lr: 8.388e-03 | Epoch: [14][70/372] | Time 0.519 | Data 0.095 | Loss 0.2845 | IoU 0.415 [2021-06-12 10:05:58,154][root][INFO] - Lr: 8.385e-03 | Epoch: [14][80/372] | Time 0.516 | Data 0.092 | Loss 0.2843 | IoU 0.415 [2021-06-12 10:06:03,017][root][INFO] - Lr: 8.382e-03 | Epoch: [14][90/372] | Time 0.513 | Data 0.089 | Loss 0.2841 | IoU 0.415 [2021-06-12 10:06:07,850][root][INFO] - Lr: 8.379e-03 | Epoch: [14][100/372] | Time 0.510 | Data 0.087 | Loss 0.2839 | IoU 0.415 [2021-06-12 10:06:12,858][root][INFO] - Lr: 8.376e-03 | Epoch: [14][110/372] | Time 0.509 | Data 0.086 | Loss 0.2838 | IoU 0.415 [2021-06-12 10:06:17,911][root][INFO] - Lr: 8.373e-03 | Epoch: [14][120/372] | Time 0.508 | Data 0.086 | Loss 0.2836 | IoU 0.416 [2021-06-12 10:06:22,878][root][INFO] - Lr: 8.370e-03 | Epoch: [14][130/372] | Time 0.508 | Data 0.085 | Loss 0.2835 | IoU 0.416 [2021-06-12 10:06:27,888][root][INFO] - Lr: 8.367e-03 | Epoch: [14][140/372] | Time 0.507 | Data 0.085 | Loss 0.2833 | IoU 0.416 [2021-06-12 10:06:32,770][root][INFO] - Lr: 8.364e-03 | Epoch: [14][150/372] | Time 0.506 | Data 0.083 | Loss 0.2832 | IoU 0.416 [2021-06-12 10:06:37,610][root][INFO] - Lr: 8.361e-03 | Epoch: [14][160/372] | Time 0.504 | Data 0.082 | Loss 0.2830 | IoU 0.416 [2021-06-12 10:06:42,472][root][INFO] - Lr: 8.358e-03 | Epoch: [14][170/372] | Time 0.503 | Data 0.081 | Loss 0.2829 | IoU 0.416 [2021-06-12 10:06:47,263][root][INFO] - Lr: 8.354e-03 | Epoch: [14][180/372] | Time 0.502 | Data 0.080 | Loss 0.2827 | IoU 0.416 [2021-06-12 10:06:52,156][root][INFO] - Lr: 8.351e-03 | Epoch: [14][190/372] | Time 0.502 | Data 0.079 | Loss 0.2825 | IoU 0.416 [2021-06-12 10:06:56,869][root][INFO] - Lr: 8.348e-03 | Epoch: [14][200/372] | Time 0.500 | Data 0.078 | Loss 0.2823 | IoU 0.417 [2021-06-12 10:07:01,724][root][INFO] - Lr: 8.345e-03 | Epoch: [14][210/372] | Time 0.499 | Data 0.077 | Loss 0.2822 | IoU 0.417 [2021-06-12 10:07:06,598][root][INFO] - Lr: 8.342e-03 | Epoch: [14][220/372] | Time 0.499 | Data 0.077 | Loss 0.2820 | IoU 0.417 [2021-06-12 10:07:11,456][root][INFO] - Lr: 8.339e-03 | Epoch: [14][230/372] | Time 0.498 | Data 0.077 | Loss 0.2819 | IoU 0.417 [2021-06-12 10:07:16,481][root][INFO] - Lr: 8.336e-03 | Epoch: [14][240/372] | Time 0.498 | Data 0.076 | Loss 0.2818 | IoU 0.417 [2021-06-12 10:07:21,372][root][INFO] - Lr: 8.333e-03 | Epoch: [14][250/372] | Time 0.498 | Data 0.076 | Loss 0.2816 | IoU 0.417 [2021-06-12 10:07:26,278][root][INFO] - Lr: 8.330e-03 | Epoch: [14][260/372] | Time 0.498 | Data 0.076 | Loss 0.2814 | IoU 0.417 [2021-06-12 10:07:31,234][root][INFO] - Lr: 8.327e-03 | Epoch: [14][270/372] | Time 0.498 | Data 0.076 | Loss 0.2813 | IoU 0.418 [2021-06-12 10:07:36,098][root][INFO] - Lr: 8.324e-03 | Epoch: [14][280/372] | Time 0.497 | Data 0.075 | Loss 0.2811 | IoU 0.418 [2021-06-12 10:07:40,916][root][INFO] - Lr: 8.321e-03 | Epoch: [14][290/372] | Time 0.497 | Data 0.075 | Loss 0.2810 | IoU 0.418 [2021-06-12 10:07:45,783][root][INFO] - Lr: 8.317e-03 | Epoch: [14][300/372] | Time 0.496 | Data 0.075 | Loss 0.2809 | IoU 0.418 [2021-06-12 10:07:50,632][root][INFO] - Lr: 8.314e-03 | Epoch: [14][310/372] | Time 0.496 | Data 0.074 | Loss 0.2807 | IoU 0.418 [2021-06-12 10:07:55,566][root][INFO] - Lr: 8.311e-03 | Epoch: [14][320/372] | Time 0.496 | Data 0.074 | Loss 0.2806 | IoU 0.418 [2021-06-12 10:08:00,441][root][INFO] - Lr: 8.308e-03 | Epoch: [14][330/372] | Time 0.496 | Data 0.074 | Loss 0.2804 | IoU 0.418 [2021-06-12 10:08:05,405][root][INFO] - Lr: 8.305e-03 | Epoch: [14][340/372] | Time 0.496 | Data 0.074 | Loss 0.2803 | IoU 0.419 [2021-06-12 10:08:10,234][root][INFO] - Lr: 8.302e-03 | Epoch: [14][350/372] | Time 0.495 | Data 0.074 | Loss 0.2801 | IoU 0.419 [2021-06-12 10:08:15,161][root][INFO] - Lr: 8.299e-03 | Epoch: [14][360/372] | Time 0.495 | Data 0.073 | Loss 0.2800 | IoU 0.419 [2021-06-12 10:08:19,841][root][INFO] - Lr: 8.296e-03 | Epoch: [14][370/372] | Time 0.495 | Data 0.073 | Loss 0.2798 | IoU 0.419 [2021-06-12 10:08:22,291][root][INFO] - Lr: 8.295e-03 | Epoch: [15][0/372] | Time 1.721 | Data 1.267 | Loss 0.2798 | IoU 0.419 [2021-06-12 10:08:27,324][root][INFO] - Lr: 8.292e-03 | Epoch: [15][10/372] | Time 0.623 | Data 0.196 | Loss 0.2796 | IoU 0.419 [2021-06-12 10:08:32,190][root][INFO] - Lr: 8.289e-03 | Epoch: [15][20/372] | Time 0.557 | Data 0.134 | Loss 0.2794 | IoU 0.419 [2021-06-12 10:08:37,144][root][INFO] - Lr: 8.286e-03 | Epoch: [15][30/372] | Time 0.537 | Data 0.114 | Loss 0.2793 | IoU 0.419 [2021-06-12 10:08:42,050][root][INFO] - Lr: 8.283e-03 | Epoch: [15][40/372] | Time 0.526 | Data 0.103 | Loss 0.2791 | IoU 0.420 [2021-06-12 10:08:47,039][root][INFO] - Lr: 8.280e-03 | Epoch: [15][50/372] | Time 0.521 | Data 0.098 | Loss 0.2790 | IoU 0.420 [2021-06-12 10:08:51,810][root][INFO] - Lr: 8.277e-03 | Epoch: [15][60/372] | Time 0.514 | Data 0.092 | Loss 0.2788 | IoU 0.420 [2021-06-12 10:08:56,772][root][INFO] - Lr: 8.274e-03 | Epoch: [15][70/372] | Time 0.512 | Data 0.090 | Loss 0.2786 | IoU 0.420 [2021-06-12 10:09:01,714][root][INFO] - Lr: 8.271e-03 | Epoch: [15][80/372] | Time 0.509 | Data 0.088 | Loss 0.2785 | IoU 0.420 [2021-06-12 10:09:06,561][root][INFO] - Lr: 8.267e-03 | Epoch: [15][90/372] | Time 0.506 | Data 0.085 | Loss 0.2783 | IoU 0.420 [2021-06-12 10:09:11,421][root][INFO] - Lr: 8.264e-03 | Epoch: [15][100/372] | Time 0.505 | Data 0.083 | Loss 0.2782 | IoU 0.420 [2021-06-12 10:09:16,378][root][INFO] - Lr: 8.261e-03 | Epoch: [15][110/372] | Time 0.504 | Data 0.082 | Loss 0.2781 | IoU 0.421 [2021-06-12 10:09:21,259][root][INFO] - Lr: 8.258e-03 | Epoch: [15][120/372] | Time 0.502 | Data 0.081 | Loss 0.2779 | IoU 0.421 [2021-06-12 10:09:26,133][root][INFO] - Lr: 8.255e-03 | Epoch: [15][130/372] | Time 0.501 | Data 0.080 | Loss 0.2778 | IoU 0.421 [2021-06-12 10:09:30,986][root][INFO] - Lr: 8.252e-03 | Epoch: [15][140/372] | Time 0.500 | Data 0.079 | Loss 0.2776 | IoU 0.421 [2021-06-12 10:09:35,926][root][INFO] - Lr: 8.249e-03 | Epoch: [15][150/372] | Time 0.500 | Data 0.078 | Loss 0.2775 | IoU 0.421 [2021-06-12 10:09:40,857][root][INFO] - Lr: 8.246e-03 | Epoch: [15][160/372] | Time 0.499 | Data 0.078 | Loss 0.2773 | IoU 0.421 [2021-06-12 10:09:45,716][root][INFO] - Lr: 8.243e-03 | Epoch: [15][170/372] | Time 0.498 | Data 0.077 | Loss 0.2772 | IoU 0.421 [2021-06-12 10:09:50,581][root][INFO] - Lr: 8.240e-03 | Epoch: [15][180/372] | Time 0.498 | Data 0.076 | Loss 0.2770 | IoU 0.421 [2021-06-12 10:09:55,597][root][INFO] - Lr: 8.237e-03 | Epoch: [15][190/372] | Time 0.498 | Data 0.077 | Loss 0.2769 | IoU 0.421 [2021-06-12 10:10:00,570][root][INFO] - Lr: 8.233e-03 | Epoch: [15][200/372] | Time 0.498 | Data 0.077 | Loss 0.2767 | IoU 0.422 [2021-06-12 10:10:05,383][root][INFO] - Lr: 8.230e-03 | Epoch: [15][210/372] | Time 0.497 | Data 0.076 | Loss 0.2766 | IoU 0.422 [2021-06-12 10:10:10,153][root][INFO] - Lr: 8.227e-03 | Epoch: [15][220/372] | Time 0.496 | Data 0.075 | Loss 0.2764 | IoU 0.422 [2021-06-12 10:10:15,052][root][INFO] - Lr: 8.224e-03 | Epoch: [15][230/372] | Time 0.496 | Data 0.075 | Loss 0.2763 | IoU 0.422 [2021-06-12 10:10:19,978][root][INFO] - Lr: 8.221e-03 | Epoch: [15][240/372] | Time 0.496 | Data 0.075 | Loss 0.2761 | IoU 0.422 [2021-06-12 10:10:24,818][root][INFO] - Lr: 8.218e-03 | Epoch: [15][250/372] | Time 0.496 | Data 0.074 | Loss 0.2760 | IoU 0.422 [2021-06-12 10:10:29,826][root][INFO] - Lr: 8.215e-03 | Epoch: [15][260/372] | Time 0.496 | Data 0.074 | Loss 0.2758 | IoU 0.422 [2021-06-12 10:10:34,646][root][INFO] - Lr: 8.212e-03 | Epoch: [15][270/372] | Time 0.495 | Data 0.074 | Loss 0.2757 | IoU 0.423 [2021-06-12 10:10:39,466][root][INFO] - Lr: 8.209e-03 | Epoch: [15][280/372] | Time 0.495 | Data 0.073 | Loss 0.2755 | IoU 0.423 [2021-06-12 10:10:44,422][root][INFO] - Lr: 8.206e-03 | Epoch: [15][290/372] | Time 0.495 | Data 0.073 | Loss 0.2754 | IoU 0.423 [2021-06-12 10:10:49,395][root][INFO] - Lr: 8.203e-03 | Epoch: [15][300/372] | Time 0.495 | Data 0.073 | Loss 0.2753 | IoU 0.423 [2021-06-12 10:10:54,252][root][INFO] - Lr: 8.199e-03 | Epoch: [15][310/372] | Time 0.494 | Data 0.073 | Loss 0.2751 | IoU 0.423 [2021-06-12 10:10:59,175][root][INFO] - Lr: 8.196e-03 | Epoch: [15][320/372] | Time 0.494 | Data 0.073 | Loss 0.2750 | IoU 0.423 [2021-06-12 10:11:04,127][root][INFO] - Lr: 8.193e-03 | Epoch: [15][330/372] | Time 0.495 | Data 0.073 | Loss 0.2748 | IoU 0.423 [2021-06-12 10:11:09,039][root][INFO] - Lr: 8.190e-03 | Epoch: [15][340/372] | Time 0.494 | Data 0.073 | Loss 0.2747 | IoU 0.424 [2021-06-12 10:11:13,946][root][INFO] - Lr: 8.187e-03 | Epoch: [15][350/372] | Time 0.494 | Data 0.073 | Loss 0.2746 | IoU 0.424 [2021-06-12 10:11:18,813][root][INFO] - Lr: 8.184e-03 | Epoch: [15][360/372] | Time 0.494 | Data 0.073 | Loss 0.2744 | IoU 0.424 [2021-06-12 10:11:23,438][root][INFO] - Lr: 8.181e-03 | Epoch: [15][370/372] | Time 0.493 | Data 0.072 | Loss 0.2743 | IoU 0.424 [2021-06-12 10:11:24,307][root][INFO] - 0/500 [2021-06-12 10:11:24,508][root][INFO] - 1/500 [2021-06-12 10:11:24,638][root][INFO] - 2/500 [2021-06-12 10:11:24,731][root][INFO] - 3/500 [2021-06-12 10:11:24,803][root][INFO] - 4/500 [2021-06-12 10:11:24,898][root][INFO] - 5/500 [2021-06-12 10:11:24,973][root][INFO] - 6/500 [2021-06-12 10:11:25,068][root][INFO] - 7/500 [2021-06-12 10:11:25,139][root][INFO] - 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495/500 [2021-06-12 10:12:10,845][root][INFO] - 496/500 [2021-06-12 10:12:10,938][root][INFO] - 497/500 [2021-06-12 10:12:11,009][root][INFO] - 498/500 [2021-06-12 10:12:11,079][root][INFO] - 499/500 [2021-06-12 10:12:11,276][root][INFO] - Validation set: Time avg per batch 0.094 Loss avg 0.2979 IoU avg 0.495 [2021-06-12 10:12:11,278][root][INFO] - ---> save checkpoint [2021-06-12 10:12:16,370][root][INFO] - Lr: 8.180e-03 | Epoch: [16][0/372] | Time 1.950 | Data 1.496 | Loss 0.2743 | IoU 0.424 [2021-06-12 10:12:21,488][root][INFO] - Lr: 8.177e-03 | Epoch: [16][10/372] | Time 0.649 | Data 0.222 | Loss 0.2741 | IoU 0.424 [2021-06-12 10:12:26,342][root][INFO] - Lr: 8.174e-03 | Epoch: [16][20/372] | Time 0.569 | Data 0.146 | Loss 0.2740 | IoU 0.424 [2021-06-12 10:12:31,097][root][INFO] - Lr: 8.171e-03 | Epoch: [16][30/372] | Time 0.541 | Data 0.119 | Loss 0.2739 | IoU 0.424 [2021-06-12 10:12:35,875][root][INFO] - Lr: 8.168e-03 | Epoch: [16][40/372] | Time 0.526 | Data 0.105 | Loss 0.2737 | IoU 0.424 [2021-06-12 10:12:40,845][root][INFO] - Lr: 8.165e-03 | Epoch: [16][50/372] | Time 0.519 | Data 0.098 | Loss 0.2736 | IoU 0.425 [2021-06-12 10:12:45,721][root][INFO] - Lr: 8.162e-03 | Epoch: [16][60/372] | Time 0.515 | Data 0.095 | Loss 0.2734 | IoU 0.425 [2021-06-12 10:12:50,627][root][INFO] - Lr: 8.159e-03 | Epoch: [16][70/372] | Time 0.511 | Data 0.091 | Loss 0.2733 | IoU 0.425 [2021-06-12 10:12:55,481][root][INFO] - Lr: 8.156e-03 | Epoch: [16][80/372] | Time 0.508 | Data 0.088 | Loss 0.2731 | IoU 0.425 [2021-06-12 10:13:00,329][root][INFO] - Lr: 8.152e-03 | Epoch: [16][90/372] | Time 0.505 | Data 0.085 | Loss 0.2730 | IoU 0.425 [2021-06-12 10:13:05,188][root][INFO] - Lr: 8.149e-03 | Epoch: [16][100/372] | Time 0.504 | Data 0.084 | Loss 0.2729 | IoU 0.425 [2021-06-12 10:13:10,066][root][INFO] - Lr: 8.146e-03 | Epoch: [16][110/372] | Time 0.502 | Data 0.082 | Loss 0.2727 | IoU 0.425 [2021-06-12 10:13:15,012][root][INFO] - Lr: 8.143e-03 | Epoch: [16][120/372] | Time 0.501 | Data 0.081 | Loss 0.2726 | IoU 0.425 [2021-06-12 10:13:20,020][root][INFO] - Lr: 8.140e-03 | Epoch: [16][130/372] | Time 0.501 | Data 0.081 | Loss 0.2724 | IoU 0.426 [2021-06-12 10:13:24,939][root][INFO] - Lr: 8.137e-03 | Epoch: [16][140/372] | Time 0.501 | Data 0.080 | Loss 0.2723 | IoU 0.426 [2021-06-12 10:13:29,795][root][INFO] - Lr: 8.134e-03 | Epoch: [16][150/372] | Time 0.500 | Data 0.079 | Loss 0.2721 | IoU 0.426 [2021-06-12 10:13:34,675][root][INFO] - Lr: 8.131e-03 | Epoch: [16][160/372] | Time 0.499 | Data 0.079 | Loss 0.2720 | IoU 0.426 [2021-06-12 10:13:39,714][root][INFO] - Lr: 8.128e-03 | Epoch: [16][170/372] | Time 0.499 | Data 0.079 | Loss 0.2718 | IoU 0.426 [2021-06-12 10:13:44,608][root][INFO] - Lr: 8.125e-03 | Epoch: [16][180/372] | Time 0.499 | Data 0.078 | Loss 0.2717 | IoU 0.426 [2021-06-12 10:13:49,487][root][INFO] - Lr: 8.121e-03 | Epoch: [16][190/372] | Time 0.498 | Data 0.078 | Loss 0.2716 | IoU 0.426 [2021-06-12 10:13:54,347][root][INFO] - Lr: 8.118e-03 | Epoch: [16][200/372] | Time 0.498 | Data 0.077 | Loss 0.2715 | IoU 0.427 [2021-06-12 10:13:59,174][root][INFO] - Lr: 8.115e-03 | Epoch: [16][210/372] | Time 0.497 | Data 0.076 | Loss 0.2713 | IoU 0.427 [2021-06-12 10:14:04,040][root][INFO] - Lr: 8.112e-03 | Epoch: [16][220/372] | Time 0.496 | Data 0.076 | Loss 0.2712 | IoU 0.427 [2021-06-12 10:14:08,938][root][INFO] - Lr: 8.109e-03 | Epoch: [16][230/372] | Time 0.496 | Data 0.076 | Loss 0.2711 | IoU 0.427 [2021-06-12 10:14:13,722][root][INFO] - Lr: 8.106e-03 | Epoch: [16][240/372] | Time 0.495 | Data 0.075 | Loss 0.2709 | IoU 0.427 [2021-06-12 10:14:18,637][root][INFO] - Lr: 8.103e-03 | Epoch: [16][250/372] | Time 0.495 | Data 0.075 | Loss 0.2708 | IoU 0.427 [2021-06-12 10:14:23,644][root][INFO] - Lr: 8.100e-03 | Epoch: [16][260/372] | Time 0.495 | Data 0.075 | Loss 0.2707 | IoU 0.427 [2021-06-12 10:14:28,616][root][INFO] - Lr: 8.097e-03 | Epoch: [16][270/372] | Time 0.496 | Data 0.075 | Loss 0.2705 | IoU 0.428 [2021-06-12 10:14:33,474][root][INFO] - Lr: 8.094e-03 | Epoch: [16][280/372] | Time 0.495 | Data 0.075 | Loss 0.2704 | IoU 0.428 [2021-06-12 10:14:38,350][root][INFO] - Lr: 8.091e-03 | Epoch: [16][290/372] | Time 0.495 | Data 0.074 | Loss 0.2703 | IoU 0.428 [2021-06-12 10:14:43,204][root][INFO] - Lr: 8.087e-03 | Epoch: [16][300/372] | Time 0.494 | Data 0.074 | Loss 0.2701 | IoU 0.428 [2021-06-12 10:14:48,095][root][INFO] - Lr: 8.084e-03 | Epoch: [16][310/372] | Time 0.494 | Data 0.074 | Loss 0.2700 | IoU 0.428 [2021-06-12 10:14:52,899][root][INFO] - Lr: 8.081e-03 | Epoch: [16][320/372] | Time 0.494 | Data 0.073 | Loss 0.2698 | IoU 0.428 [2021-06-12 10:14:57,819][root][INFO] - Lr: 8.078e-03 | Epoch: [16][330/372] | Time 0.494 | Data 0.073 | Loss 0.2697 | IoU 0.428 [2021-06-12 10:15:02,691][root][INFO] - Lr: 8.075e-03 | Epoch: [16][340/372] | Time 0.494 | Data 0.073 | Loss 0.2696 | IoU 0.428 [2021-06-12 10:15:07,544][root][INFO] - Lr: 8.072e-03 | Epoch: [16][350/372] | Time 0.493 | Data 0.073 | Loss 0.2694 | IoU 0.429 [2021-06-12 10:15:12,398][root][INFO] - Lr: 8.069e-03 | Epoch: [16][360/372] | Time 0.493 | Data 0.073 | Loss 0.2693 | IoU 0.429 [2021-06-12 10:15:17,056][root][INFO] - Lr: 8.066e-03 | Epoch: [16][370/372] | Time 0.493 | Data 0.072 | Loss 0.2692 | IoU 0.429 [2021-06-12 10:15:19,537][root][INFO] - Lr: 8.065e-03 | Epoch: [17][0/372] | Time 1.802 | Data 1.340 | Loss 0.2692 | IoU 0.429 [2021-06-12 10:15:24,587][root][INFO] - Lr: 8.062e-03 | Epoch: [17][10/372] | Time 0.626 | Data 0.199 | Loss 0.2690 | IoU 0.429 [2021-06-12 10:15:29,482][root][INFO] - Lr: 8.059e-03 | Epoch: [17][20/372] | Time 0.560 | Data 0.135 | Loss 0.2689 | IoU 0.429 [2021-06-12 10:15:34,436][root][INFO] - Lr: 8.056e-03 | Epoch: [17][30/372] | Time 0.541 | Data 0.117 | Loss 0.2687 | IoU 0.429 [2021-06-12 10:15:39,311][root][INFO] - Lr: 8.053e-03 | Epoch: [17][40/372] | Time 0.528 | Data 0.105 | Loss 0.2686 | IoU 0.429 [2021-06-12 10:15:44,310][root][INFO] - Lr: 8.050e-03 | Epoch: [17][50/372] | Time 0.522 | Data 0.098 | Loss 0.2685 | IoU 0.429 [2021-06-12 10:15:49,193][root][INFO] - Lr: 8.047e-03 | Epoch: [17][60/372] | Time 0.517 | Data 0.093 | Loss 0.2683 | IoU 0.430 [2021-06-12 10:15:54,224][root][INFO] - Lr: 8.043e-03 | Epoch: [17][70/372] | Time 0.515 | Data 0.092 | Loss 0.2682 | IoU 0.430 [2021-06-12 10:15:59,250][root][INFO] - Lr: 8.040e-03 | Epoch: [17][80/372] | Time 0.513 | Data 0.090 | Loss 0.2681 | IoU 0.430 [2021-06-12 10:16:04,137][root][INFO] - Lr: 8.037e-03 | Epoch: [17][90/372] | Time 0.511 | Data 0.088 | Loss 0.2679 | IoU 0.430 [2021-06-12 10:16:09,045][root][INFO] - Lr: 8.034e-03 | Epoch: [17][100/372] | Time 0.508 | Data 0.086 | Loss 0.2678 | IoU 0.430 [2021-06-12 10:16:14,010][root][INFO] - Lr: 8.031e-03 | Epoch: [17][110/372] | Time 0.507 | Data 0.085 | Loss 0.2676 | IoU 0.430 [2021-06-12 10:16:18,865][root][INFO] - Lr: 8.028e-03 | Epoch: [17][120/372] | Time 0.506 | Data 0.083 | Loss 0.2675 | IoU 0.430 [2021-06-12 10:16:23,896][root][INFO] - Lr: 8.025e-03 | Epoch: [17][130/372] | Time 0.505 | Data 0.083 | Loss 0.2674 | IoU 0.430 [2021-06-12 10:16:28,781][root][INFO] - Lr: 8.022e-03 | Epoch: [17][140/372] | Time 0.504 | Data 0.082 | Loss 0.2672 | IoU 0.431 [2021-06-12 10:16:33,710][root][INFO] - Lr: 8.019e-03 | Epoch: [17][150/372] | Time 0.503 | Data 0.081 | Loss 0.2671 | IoU 0.431 [2021-06-12 10:16:38,588][root][INFO] - Lr: 8.016e-03 | Epoch: [17][160/372] | Time 0.503 | Data 0.080 | Loss 0.2670 | IoU 0.431 [2021-06-12 10:16:43,430][root][INFO] - Lr: 8.012e-03 | Epoch: [17][170/372] | Time 0.502 | Data 0.079 | Loss 0.2668 | IoU 0.431 [2021-06-12 10:16:48,297][root][INFO] - Lr: 8.009e-03 | Epoch: [17][180/372] | Time 0.501 | Data 0.078 | Loss 0.2667 | IoU 0.431 [2021-06-12 10:16:53,224][root][INFO] - Lr: 8.006e-03 | Epoch: [17][190/372] | Time 0.500 | Data 0.078 | Loss 0.2666 | IoU 0.431 [2021-06-12 10:16:58,210][root][INFO] - Lr: 8.003e-03 | Epoch: [17][200/372] | Time 0.500 | Data 0.078 | Loss 0.2665 | IoU 0.431 [2021-06-12 10:17:03,038][root][INFO] - Lr: 8.000e-03 | Epoch: [17][210/372] | Time 0.499 | Data 0.077 | Loss 0.2664 | IoU 0.431 [2021-06-12 10:17:07,930][root][INFO] - Lr: 7.997e-03 | Epoch: [17][220/372] | Time 0.499 | Data 0.077 | Loss 0.2663 | IoU 0.432 [2021-06-12 10:17:12,904][root][INFO] - Lr: 7.994e-03 | Epoch: [17][230/372] | Time 0.499 | Data 0.077 | Loss 0.2661 | IoU 0.432 [2021-06-12 10:17:17,763][root][INFO] - Lr: 7.991e-03 | Epoch: [17][240/372] | Time 0.498 | Data 0.076 | Loss 0.2660 | IoU 0.432 [2021-06-12 10:17:22,730][root][INFO] - Lr: 7.988e-03 | Epoch: [17][250/372] | Time 0.498 | Data 0.076 | Loss 0.2659 | IoU 0.432 [2021-06-12 10:17:27,620][root][INFO] - Lr: 7.985e-03 | Epoch: [17][260/372] | Time 0.498 | Data 0.076 | Loss 0.2657 | IoU 0.432 [2021-06-12 10:17:32,369][root][INFO] - Lr: 7.981e-03 | Epoch: [17][270/372] | Time 0.497 | Data 0.075 | Loss 0.2656 | IoU 0.432 [2021-06-12 10:17:37,280][root][INFO] - Lr: 7.978e-03 | Epoch: [17][280/372] | Time 0.497 | Data 0.075 | Loss 0.2655 | IoU 0.432 [2021-06-12 10:17:42,104][root][INFO] - Lr: 7.975e-03 | Epoch: [17][290/372] | Time 0.496 | Data 0.074 | Loss 0.2654 | IoU 0.432 [2021-06-12 10:17:47,102][root][INFO] - Lr: 7.972e-03 | Epoch: [17][300/372] | Time 0.496 | Data 0.074 | Loss 0.2652 | IoU 0.433 [2021-06-12 10:17:51,983][root][INFO] - Lr: 7.969e-03 | Epoch: [17][310/372] | Time 0.496 | Data 0.074 | Loss 0.2651 | IoU 0.433 [2021-06-12 10:17:57,011][root][INFO] - Lr: 7.966e-03 | Epoch: [17][320/372] | Time 0.496 | Data 0.074 | Loss 0.2650 | IoU 0.433 [2021-06-12 10:18:02,024][root][INFO] - Lr: 7.963e-03 | Epoch: [17][330/372] | Time 0.496 | Data 0.074 | Loss 0.2649 | IoU 0.433 [2021-06-12 10:18:06,966][root][INFO] - Lr: 7.960e-03 | Epoch: [17][340/372] | Time 0.496 | Data 0.074 | Loss 0.2648 | IoU 0.433 [2021-06-12 10:18:11,834][root][INFO] - Lr: 7.957e-03 | Epoch: [17][350/372] | Time 0.496 | Data 0.074 | Loss 0.2647 | IoU 0.433 [2021-06-12 10:18:16,714][root][INFO] - Lr: 7.954e-03 | Epoch: [17][360/372] | Time 0.496 | Data 0.074 | Loss 0.2645 | IoU 0.433 [2021-06-12 10:18:21,397][root][INFO] - Lr: 7.950e-03 | Epoch: [17][370/372] | Time 0.495 | Data 0.073 | Loss 0.2644 | IoU 0.433 [2021-06-12 10:18:23,731][root][INFO] - Lr: 7.950e-03 | Epoch: [18][0/372] | Time 1.667 | Data 1.191 | Loss 0.2644 | IoU 0.433 [2021-06-12 10:18:28,817][root][INFO] - Lr: 7.947e-03 | Epoch: [18][10/372] | Time 0.620 | Data 0.189 | Loss 0.2642 | IoU 0.433 [2021-06-12 10:18:33,744][root][INFO] - Lr: 7.944e-03 | Epoch: [18][20/372] | Time 0.560 | Data 0.133 | Loss 0.2641 | IoU 0.434 [2021-06-12 10:18:38,765][root][INFO] - Lr: 7.941e-03 | Epoch: [18][30/372] | Time 0.540 | Data 0.115 | Loss 0.2639 | IoU 0.434 [2021-06-12 10:18:43,684][root][INFO] - Lr: 7.937e-03 | Epoch: [18][40/372] | Time 0.527 | Data 0.102 | Loss 0.2638 | IoU 0.434 [2021-06-12 10:18:48,470][root][INFO] - Lr: 7.934e-03 | Epoch: [18][50/372] | Time 0.519 | Data 0.095 | Loss 0.2637 | IoU 0.434 [2021-06-12 10:18:53,546][root][INFO] - Lr: 7.931e-03 | Epoch: [18][60/372] | Time 0.517 | Data 0.093 | Loss 0.2636 | IoU 0.434 [2021-06-12 10:18:58,452][root][INFO] - Lr: 7.928e-03 | Epoch: [18][70/372] | Time 0.513 | Data 0.089 | Loss 0.2635 | IoU 0.434 [2021-06-12 10:19:03,419][root][INFO] - Lr: 7.925e-03 | Epoch: [18][80/372] | Time 0.512 | Data 0.088 | Loss 0.2633 | IoU 0.434 [2021-06-12 10:19:08,475][root][INFO] - Lr: 7.922e-03 | Epoch: [18][90/372] | Time 0.510 | Data 0.087 | Loss 0.2632 | IoU 0.435 [2021-06-12 10:19:13,484][root][INFO] - Lr: 7.919e-03 | Epoch: [18][100/372] | Time 0.510 | Data 0.086 | Loss 0.2631 | IoU 0.435 [2021-06-12 10:19:18,352][root][INFO] - Lr: 7.916e-03 | Epoch: [18][110/372] | Time 0.507 | Data 0.084 | Loss 0.2630 | IoU 0.435 [2021-06-12 10:19:23,294][root][INFO] - Lr: 7.913e-03 | Epoch: [18][120/372] | Time 0.507 | Data 0.083 | Loss 0.2629 | IoU 0.435 [2021-06-12 10:19:28,265][root][INFO] - Lr: 7.910e-03 | Epoch: [18][130/372] | Time 0.505 | Data 0.082 | Loss 0.2627 | IoU 0.435 [2021-06-12 10:19:33,072][root][INFO] - Lr: 7.906e-03 | Epoch: [18][140/372] | Time 0.504 | Data 0.081 | Loss 0.2626 | IoU 0.435 [2021-06-12 10:19:37,852][root][INFO] - Lr: 7.903e-03 | Epoch: [18][150/372] | Time 0.502 | Data 0.079 | Loss 0.2625 | IoU 0.435 [2021-06-12 10:19:42,874][root][INFO] - Lr: 7.900e-03 | Epoch: [18][160/372] | Time 0.502 | Data 0.079 | Loss 0.2624 | IoU 0.435 [2021-06-12 10:19:47,762][root][INFO] - Lr: 7.897e-03 | Epoch: [18][170/372] | Time 0.501 | Data 0.079 | Loss 0.2623 | IoU 0.435 [2021-06-12 10:19:52,578][root][INFO] - Lr: 7.894e-03 | Epoch: [18][180/372] | Time 0.501 | Data 0.078 | Loss 0.2621 | IoU 0.435 [2021-06-12 10:19:57,566][root][INFO] - Lr: 7.891e-03 | Epoch: [18][190/372] | Time 0.500 | Data 0.078 | Loss 0.2620 | IoU 0.436 [2021-06-12 10:20:02,458][root][INFO] - Lr: 7.888e-03 | Epoch: [18][200/372] | Time 0.500 | Data 0.077 | Loss 0.2619 | IoU 0.436 [2021-06-12 10:20:07,285][root][INFO] - Lr: 7.885e-03 | Epoch: [18][210/372] | Time 0.499 | Data 0.076 | Loss 0.2618 | IoU 0.436 [2021-06-12 10:20:12,153][root][INFO] - Lr: 7.882e-03 | Epoch: [18][220/372] | Time 0.498 | Data 0.076 | Loss 0.2617 | IoU 0.436 [2021-06-12 10:20:17,070][root][INFO] - Lr: 7.878e-03 | Epoch: [18][230/372] | Time 0.498 | Data 0.076 | Loss 0.2615 | IoU 0.436 [2021-06-12 10:20:21,898][root][INFO] - Lr: 7.875e-03 | Epoch: [18][240/372] | Time 0.497 | Data 0.075 | Loss 0.2614 | IoU 0.436 [2021-06-12 10:20:26,783][root][INFO] - Lr: 7.872e-03 | Epoch: [18][250/372] | Time 0.497 | Data 0.075 | Loss 0.2613 | IoU 0.436 [2021-06-12 10:20:31,627][root][INFO] - Lr: 7.869e-03 | Epoch: [18][260/372] | Time 0.497 | Data 0.074 | Loss 0.2612 | IoU 0.436 [2021-06-12 10:20:36,578][root][INFO] - Lr: 7.866e-03 | Epoch: [18][270/372] | Time 0.497 | Data 0.074 | Loss 0.2611 | IoU 0.437 [2021-06-12 10:20:41,406][root][INFO] - Lr: 7.863e-03 | Epoch: [18][280/372] | Time 0.496 | Data 0.074 | Loss 0.2610 | IoU 0.437 [2021-06-12 10:20:46,466][root][INFO] - Lr: 7.860e-03 | Epoch: [18][290/372] | Time 0.496 | Data 0.074 | Loss 0.2609 | IoU 0.437 [2021-06-12 10:20:51,469][root][INFO] - Lr: 7.857e-03 | Epoch: [18][300/372] | Time 0.497 | Data 0.074 | Loss 0.2608 | IoU 0.437 [2021-06-12 10:20:56,494][root][INFO] - Lr: 7.854e-03 | Epoch: [18][310/372] | Time 0.497 | Data 0.074 | Loss 0.2606 | IoU 0.437 [2021-06-12 10:21:01,257][root][INFO] - Lr: 7.851e-03 | Epoch: [18][320/372] | Time 0.496 | Data 0.074 | Loss 0.2605 | IoU 0.437 [2021-06-12 10:21:06,203][root][INFO] - Lr: 7.847e-03 | Epoch: [18][330/372] | Time 0.496 | Data 0.074 | Loss 0.2604 | IoU 0.437 [2021-06-12 10:21:10,995][root][INFO] - Lr: 7.844e-03 | Epoch: [18][340/372] | Time 0.496 | Data 0.073 | Loss 0.2603 | IoU 0.437 [2021-06-12 10:21:15,822][root][INFO] - Lr: 7.841e-03 | Epoch: [18][350/372] | Time 0.495 | Data 0.073 | Loss 0.2602 | IoU 0.437 [2021-06-12 10:21:20,854][root][INFO] - Lr: 7.838e-03 | Epoch: [18][360/372] | Time 0.495 | Data 0.073 | Loss 0.2601 | IoU 0.438 [2021-06-12 10:21:25,585][root][INFO] - Lr: 7.835e-03 | Epoch: [18][370/372] | Time 0.495 | Data 0.073 | Loss 0.2600 | IoU 0.438 [2021-06-12 10:21:27,954][root][INFO] - Lr: 7.834e-03 | Epoch: [19][0/372] | Time 1.688 | Data 1.236 | Loss 0.2599 | IoU 0.438 [2021-06-12 10:21:33,026][root][INFO] - Lr: 7.831e-03 | Epoch: [19][10/372] | Time 0.619 | Data 0.186 | Loss 0.2598 | IoU 0.438 [2021-06-12 10:21:37,890][root][INFO] - Lr: 7.828e-03 | Epoch: [19][20/372] | Time 0.557 | Data 0.127 | Loss 0.2597 | IoU 0.438 [2021-06-12 10:21:42,818][root][INFO] - Lr: 7.825e-03 | Epoch: [19][30/372] | Time 0.535 | Data 0.108 | Loss 0.2596 | IoU 0.438 [2021-06-12 10:21:47,786][root][INFO] - Lr: 7.822e-03 | Epoch: [19][40/372] | Time 0.526 | Data 0.100 | Loss 0.2595 | IoU 0.438 [2021-06-12 10:21:52,634][root][INFO] - Lr: 7.819e-03 | Epoch: [19][50/372] | Time 0.519 | Data 0.093 | Loss 0.2594 | IoU 0.438 [2021-06-12 10:21:57,700][root][INFO] - Lr: 7.816e-03 | Epoch: [19][60/372] | Time 0.517 | Data 0.092 | Loss 0.2592 | IoU 0.438 [2021-06-12 10:22:02,578][root][INFO] - Lr: 7.813e-03 | Epoch: [19][70/372] | Time 0.512 | Data 0.087 | Loss 0.2591 | IoU 0.438 [2021-06-12 10:22:07,452][root][INFO] - Lr: 7.809e-03 | Epoch: [19][80/372] | Time 0.509 | Data 0.085 | Loss 0.2590 | IoU 0.439 [2021-06-12 10:22:12,369][root][INFO] - Lr: 7.806e-03 | Epoch: [19][90/372] | Time 0.507 | Data 0.083 | Loss 0.2589 | IoU 0.439 [2021-06-12 10:22:17,202][root][INFO] - Lr: 7.803e-03 | Epoch: [19][100/372] | Time 0.505 | Data 0.082 | Loss 0.2588 | IoU 0.439 [2021-06-12 10:22:22,033][root][INFO] - Lr: 7.800e-03 | Epoch: [19][110/372] | Time 0.503 | Data 0.080 | Loss 0.2587 | IoU 0.439 [2021-06-12 10:22:26,769][root][INFO] - Lr: 7.797e-03 | Epoch: [19][120/372] | Time 0.501 | Data 0.078 | Loss 0.2586 | IoU 0.439 [2021-06-12 10:22:31,766][root][INFO] - Lr: 7.794e-03 | Epoch: [19][130/372] | Time 0.500 | Data 0.077 | Loss 0.2585 | IoU 0.439 [2021-06-12 10:22:36,782][root][INFO] - Lr: 7.791e-03 | Epoch: [19][140/372] | Time 0.500 | Data 0.078 | Loss 0.2583 | IoU 0.439 [2021-06-12 10:22:41,651][root][INFO] - Lr: 7.788e-03 | Epoch: [19][150/372] | Time 0.500 | Data 0.077 | Loss 0.2582 | IoU 0.439 [2021-06-12 10:22:46,653][root][INFO] - Lr: 7.785e-03 | Epoch: [19][160/372] | Time 0.500 | Data 0.077 | Loss 0.2581 | IoU 0.440 [2021-06-12 10:22:51,638][root][INFO] - Lr: 7.782e-03 | Epoch: [19][170/372] | Time 0.499 | Data 0.077 | Loss 0.2580 | IoU 0.440 [2021-06-12 10:22:56,472][root][INFO] - Lr: 7.778e-03 | Epoch: [19][180/372] | Time 0.499 | Data 0.076 | Loss 0.2579 | IoU 0.440 [2021-06-12 10:23:01,375][root][INFO] - Lr: 7.775e-03 | Epoch: [19][190/372] | Time 0.498 | Data 0.076 | Loss 0.2578 | IoU 0.440 [2021-06-12 10:23:06,232][root][INFO] - Lr: 7.772e-03 | Epoch: [19][200/372] | Time 0.497 | Data 0.075 | Loss 0.2577 | IoU 0.440 [2021-06-12 10:23:11,066][root][INFO] - Lr: 7.769e-03 | Epoch: [19][210/372] | Time 0.497 | Data 0.074 | Loss 0.2575 | IoU 0.440 [2021-06-12 10:23:15,978][root][INFO] - Lr: 7.766e-03 | Epoch: [19][220/372] | Time 0.497 | Data 0.074 | Loss 0.2575 | IoU 0.440 [2021-06-12 10:23:20,876][root][INFO] - Lr: 7.763e-03 | Epoch: [19][230/372] | Time 0.496 | Data 0.074 | Loss 0.2573 | IoU 0.440 [2021-06-12 10:23:25,886][root][INFO] - Lr: 7.760e-03 | Epoch: [19][240/372] | Time 0.497 | Data 0.074 | Loss 0.2572 | IoU 0.440 [2021-06-12 10:23:30,937][root][INFO] - Lr: 7.757e-03 | Epoch: [19][250/372] | Time 0.497 | Data 0.075 | Loss 0.2571 | IoU 0.441 [2021-06-12 10:23:35,872][root][INFO] - Lr: 7.754e-03 | Epoch: [19][260/372] | Time 0.497 | Data 0.075 | Loss 0.2570 | IoU 0.441 [2021-06-12 10:23:40,846][root][INFO] - Lr: 7.750e-03 | Epoch: [19][270/372] | Time 0.497 | Data 0.075 | Loss 0.2569 | IoU 0.441 [2021-06-12 10:23:45,572][root][INFO] - Lr: 7.747e-03 | Epoch: [19][280/372] | Time 0.496 | Data 0.074 | Loss 0.2568 | IoU 0.441 [2021-06-12 10:23:50,394][root][INFO] - Lr: 7.744e-03 | Epoch: [19][290/372] | Time 0.495 | Data 0.073 | Loss 0.2567 | IoU 0.441 [2021-06-12 10:23:55,326][root][INFO] - Lr: 7.741e-03 | Epoch: [19][300/372] | Time 0.495 | Data 0.073 | Loss 0.2566 | IoU 0.441 [2021-06-12 10:24:00,318][root][INFO] - Lr: 7.738e-03 | Epoch: [19][310/372] | Time 0.496 | Data 0.073 | Loss 0.2565 | IoU 0.441 [2021-06-12 10:24:05,222][root][INFO] - Lr: 7.735e-03 | Epoch: [19][320/372] | Time 0.495 | Data 0.073 | Loss 0.2564 | IoU 0.441 [2021-06-12 10:24:10,049][root][INFO] - Lr: 7.732e-03 | Epoch: [19][330/372] | Time 0.495 | Data 0.073 | Loss 0.2563 | IoU 0.441 [2021-06-12 10:24:14,859][root][INFO] - Lr: 7.729e-03 | Epoch: [19][340/372] | Time 0.495 | Data 0.073 | Loss 0.2561 | IoU 0.442 [2021-06-12 10:24:19,889][root][INFO] - Lr: 7.726e-03 | Epoch: [19][350/372] | Time 0.495 | Data 0.073 | Loss 0.2560 | IoU 0.442 [2021-06-12 10:24:24,962][root][INFO] - Lr: 7.722e-03 | Epoch: [19][360/372] | Time 0.495 | Data 0.073 | Loss 0.2559 | IoU 0.442 [2021-06-12 10:24:29,679][root][INFO] - Lr: 7.719e-03 | Epoch: [19][370/372] | Time 0.495 | Data 0.073 | Loss 0.2558 | IoU 0.442 [2021-06-12 10:24:32,019][root][INFO] - Lr: 7.719e-03 | Epoch: [20][0/372] | Time 1.653 | Data 1.202 | Loss 0.2558 | IoU 0.442 [2021-06-12 10:24:37,191][root][INFO] - Lr: 7.716e-03 | Epoch: [20][10/372] | Time 0.629 | Data 0.203 | Loss 0.2557 | IoU 0.442 [2021-06-12 10:24:42,254][root][INFO] - Lr: 7.712e-03 | Epoch: [20][20/372] | Time 0.569 | Data 0.146 | Loss 0.2555 | IoU 0.442 [2021-06-12 10:24:47,144][root][INFO] - Lr: 7.709e-03 | Epoch: [20][30/372] | Time 0.544 | Data 0.123 | Loss 0.2554 | IoU 0.442 [2021-06-12 10:24:52,003][root][INFO] - Lr: 7.706e-03 | Epoch: [20][40/372] | Time 0.529 | Data 0.108 | Loss 0.2553 | IoU 0.442 [2021-06-12 10:24:56,866][root][INFO] - Lr: 7.703e-03 | Epoch: [20][50/372] | Time 0.521 | Data 0.100 | Loss 0.2552 | IoU 0.442 [2021-06-12 10:25:01,807][root][INFO] - Lr: 7.700e-03 | Epoch: [20][60/372] | Time 0.517 | Data 0.096 | Loss 0.2551 | IoU 0.443 [2021-06-12 10:25:06,744][root][INFO] - Lr: 7.697e-03 | Epoch: [20][70/372] | Time 0.513 | Data 0.092 | Loss 0.2550 | IoU 0.443 [2021-06-12 10:25:11,587][root][INFO] - Lr: 7.694e-03 | Epoch: [20][80/372] | Time 0.510 | Data 0.089 | Loss 0.2549 | IoU 0.443 [2021-06-12 10:25:16,580][root][INFO] - Lr: 7.691e-03 | Epoch: [20][90/372] | Time 0.509 | Data 0.087 | Loss 0.2548 | IoU 0.443 [2021-06-12 10:25:21,403][root][INFO] - Lr: 7.688e-03 | Epoch: [20][100/372] | Time 0.506 | Data 0.085 | Loss 0.2546 | IoU 0.443 [2021-06-12 10:25:26,164][root][INFO] - Lr: 7.684e-03 | Epoch: [20][110/372] | Time 0.503 | Data 0.082 | Loss 0.2546 | IoU 0.443 [2021-06-12 10:25:30,987][root][INFO] - Lr: 7.681e-03 | Epoch: [20][120/372] | Time 0.502 | Data 0.081 | Loss 0.2545 | IoU 0.443 [2021-06-12 10:25:35,964][root][INFO] - Lr: 7.678e-03 | Epoch: [20][130/372] | Time 0.501 | Data 0.080 | Loss 0.2544 | IoU 0.443 [2021-06-12 10:25:40,943][root][INFO] - Lr: 7.675e-03 | Epoch: [20][140/372] | Time 0.501 | Data 0.080 | Loss 0.2542 | IoU 0.443 [2021-06-12 10:25:45,793][root][INFO] - Lr: 7.672e-03 | Epoch: [20][150/372] | Time 0.500 | Data 0.079 | Loss 0.2541 | IoU 0.443 [2021-06-12 10:25:50,708][root][INFO] - Lr: 7.669e-03 | Epoch: [20][160/372] | Time 0.499 | Data 0.079 | Loss 0.2540 | IoU 0.444 [2021-06-12 10:25:55,713][root][INFO] - Lr: 7.666e-03 | Epoch: [20][170/372] | Time 0.500 | Data 0.079 | Loss 0.2539 | IoU 0.444 [2021-06-12 10:26:00,808][root][INFO] - Lr: 7.663e-03 | Epoch: [20][180/372] | Time 0.500 | Data 0.079 | Loss 0.2538 | IoU 0.444 [2021-06-12 10:26:05,640][root][INFO] - Lr: 7.660e-03 | Epoch: [20][190/372] | Time 0.499 | Data 0.078 | Loss 0.2537 | IoU 0.444 [2021-06-12 10:26:10,608][root][INFO] - Lr: 7.656e-03 | Epoch: [20][200/372] | Time 0.499 | Data 0.077 | Loss 0.2536 | IoU 0.444 [2021-06-12 10:26:15,411][root][INFO] - Lr: 7.653e-03 | Epoch: [20][210/372] | Time 0.498 | Data 0.077 | Loss 0.2535 | IoU 0.444 [2021-06-12 10:26:20,206][root][INFO] - Lr: 7.650e-03 | Epoch: [20][220/372] | Time 0.497 | Data 0.076 | Loss 0.2534 | IoU 0.444 [2021-06-12 10:26:25,089][root][INFO] - Lr: 7.647e-03 | Epoch: [20][230/372] | Time 0.497 | Data 0.075 | Loss 0.2533 | IoU 0.444 [2021-06-12 10:26:29,922][root][INFO] - Lr: 7.644e-03 | Epoch: [20][240/372] | Time 0.496 | Data 0.075 | Loss 0.2532 | IoU 0.444 [2021-06-12 10:26:34,917][root][INFO] - Lr: 7.641e-03 | Epoch: [20][250/372] | Time 0.496 | Data 0.075 | Loss 0.2531 | IoU 0.444 [2021-06-12 10:26:39,869][root][INFO] - Lr: 7.638e-03 | Epoch: [20][260/372] | Time 0.497 | Data 0.075 | Loss 0.2530 | IoU 0.445 [2021-06-12 10:26:44,820][root][INFO] - Lr: 7.635e-03 | Epoch: [20][270/372] | Time 0.496 | Data 0.075 | Loss 0.2529 | IoU 0.445 [2021-06-12 10:26:49,818][root][INFO] - Lr: 7.631e-03 | Epoch: [20][280/372] | Time 0.496 | Data 0.075 | Loss 0.2528 | IoU 0.445 [2021-06-12 10:26:54,609][root][INFO] - Lr: 7.628e-03 | Epoch: [20][290/372] | Time 0.496 | Data 0.074 | Loss 0.2527 | IoU 0.445 [2021-06-12 10:26:59,448][root][INFO] - Lr: 7.625e-03 | Epoch: [20][300/372] | Time 0.496 | Data 0.074 | Loss 0.2526 | IoU 0.445 [2021-06-12 10:27:04,433][root][INFO] - Lr: 7.622e-03 | Epoch: [20][310/372] | Time 0.496 | Data 0.074 | Loss 0.2525 | IoU 0.445 [2021-06-12 10:27:09,306][root][INFO] - Lr: 7.619e-03 | Epoch: [20][320/372] | Time 0.495 | Data 0.074 | Loss 0.2524 | IoU 0.445 [2021-06-12 10:27:14,165][root][INFO] - Lr: 7.616e-03 | Epoch: [20][330/372] | Time 0.495 | Data 0.073 | Loss 0.2523 | IoU 0.445 [2021-06-12 10:27:19,088][root][INFO] - Lr: 7.613e-03 | Epoch: [20][340/372] | Time 0.495 | Data 0.073 | Loss 0.2522 | IoU 0.445 [2021-06-12 10:27:23,964][root][INFO] - Lr: 7.610e-03 | Epoch: [20][350/372] | Time 0.495 | Data 0.073 | Loss 0.2521 | IoU 0.446 [2021-06-12 10:27:28,895][root][INFO] - Lr: 7.607e-03 | Epoch: [20][360/372] | Time 0.495 | Data 0.073 | Loss 0.2520 | IoU 0.446 [2021-06-12 10:27:33,558][root][INFO] - Lr: 7.603e-03 | Epoch: [20][370/372] | Time 0.494 | Data 0.072 | Loss 0.2519 | IoU 0.446 [2021-06-12 10:27:34,435][root][INFO] - 0/500 [2021-06-12 10:27:34,554][root][INFO] - 1/500 [2021-06-12 10:27:34,675][root][INFO] - 2/500 [2021-06-12 10:27:34,786][root][INFO] - 3/500 [2021-06-12 10:27:34,866][root][INFO] - 4/500 [2021-06-12 10:27:34,958][root][INFO] - 5/500 [2021-06-12 10:27:35,054][root][INFO] - 6/500 [2021-06-12 10:27:35,146][root][INFO] - 7/500 [2021-06-12 10:27:35,246][root][INFO] - 8/500 [2021-06-12 10:27:35,358][root][INFO] - 9/500 [2021-06-12 10:27:35,446][root][INFO] - 10/500 [2021-06-12 10:27:35,554][root][INFO] - 11/500 [2021-06-12 10:27:35,635][root][INFO] - 12/500 [2021-06-12 10:27:35,722][root][INFO] - 13/500 [2021-06-12 10:27:35,826][root][INFO] - 14/500 [2021-06-12 10:27:35,931][root][INFO] - 15/500 [2021-06-12 10:27:36,017][root][INFO] - 16/500 [2021-06-12 10:27:36,097][root][INFO] - 17/500 [2021-06-12 10:27:36,191][root][INFO] - 18/500 [2021-06-12 10:27:36,303][root][INFO] - 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485/500 [2021-06-12 10:28:19,900][root][INFO] - 486/500 [2021-06-12 10:28:20,023][root][INFO] - 487/500 [2021-06-12 10:28:20,095][root][INFO] - 488/500 [2021-06-12 10:28:20,203][root][INFO] - 489/500 [2021-06-12 10:28:20,307][root][INFO] - 490/500 [2021-06-12 10:28:20,414][root][INFO] - 491/500 [2021-06-12 10:28:20,512][root][INFO] - 492/500 [2021-06-12 10:28:20,583][root][INFO] - 493/500 [2021-06-12 10:28:20,654][root][INFO] - 494/500 [2021-06-12 10:28:20,725][root][INFO] - 495/500 [2021-06-12 10:28:20,796][root][INFO] - 496/500 [2021-06-12 10:28:20,866][root][INFO] - 497/500 [2021-06-12 10:28:20,936][root][INFO] - 498/500 [2021-06-12 10:28:21,007][root][INFO] - 499/500 [2021-06-12 10:28:21,213][root][INFO] - Validation set: Time avg per batch 0.094 Loss avg 0.3067 IoU avg 0.512 [2021-06-12 10:28:21,214][root][INFO] - ---> save checkpoint [2021-06-12 10:28:26,137][root][INFO] - Lr: 7.603e-03 | Epoch: [21][0/372] | Time 1.669 | Data 1.200 | Loss 0.2518 | IoU 0.446 [2021-06-12 10:28:31,202][root][INFO] - Lr: 7.600e-03 | Epoch: [21][10/372] | Time 0.614 | Data 0.188 | Loss 0.2517 | IoU 0.446 [2021-06-12 10:28:36,054][root][INFO] - Lr: 7.597e-03 | Epoch: [21][20/372] | Time 0.552 | Data 0.129 | Loss 0.2516 | IoU 0.446 [2021-06-12 10:28:40,868][root][INFO] - Lr: 7.593e-03 | Epoch: [21][30/372] | Time 0.531 | Data 0.109 | Loss 0.2515 | IoU 0.446 [2021-06-12 10:28:45,680][root][INFO] - Lr: 7.590e-03 | Epoch: [21][40/372] | Time 0.519 | Data 0.098 | Loss 0.2514 | IoU 0.446 [2021-06-12 10:28:50,541][root][INFO] - Lr: 7.587e-03 | Epoch: [21][50/372] | Time 0.512 | Data 0.092 | Loss 0.2513 | IoU 0.446 [2021-06-12 10:28:55,386][root][INFO] - Lr: 7.584e-03 | Epoch: [21][60/372] | Time 0.508 | Data 0.087 | Loss 0.2512 | IoU 0.446 [2021-06-12 10:29:00,267][root][INFO] - Lr: 7.581e-03 | Epoch: [21][70/372] | Time 0.505 | Data 0.084 | Loss 0.2511 | IoU 0.446 [2021-06-12 10:29:05,294][root][INFO] - Lr: 7.578e-03 | Epoch: [21][80/372] | Time 0.504 | Data 0.083 | Loss 0.2510 | IoU 0.446 [2021-06-12 10:29:10,222][root][INFO] - Lr: 7.575e-03 | Epoch: [21][90/372] | Time 0.503 | Data 0.082 | Loss 0.2509 | IoU 0.447 [2021-06-12 10:29:15,074][root][INFO] - Lr: 7.572e-03 | Epoch: [21][100/372] | Time 0.502 | Data 0.080 | Loss 0.2508 | IoU 0.447 [2021-06-12 10:29:19,997][root][INFO] - Lr: 7.568e-03 | Epoch: [21][110/372] | Time 0.500 | Data 0.079 | Loss 0.2507 | IoU 0.447 [2021-06-12 10:29:25,008][root][INFO] - Lr: 7.565e-03 | Epoch: [21][120/372] | Time 0.501 | Data 0.079 | Loss 0.2506 | IoU 0.447 [2021-06-12 10:29:29,822][root][INFO] - Lr: 7.562e-03 | Epoch: [21][130/372] | Time 0.499 | Data 0.078 | Loss 0.2505 | IoU 0.447 [2021-06-12 10:29:34,720][root][INFO] - Lr: 7.559e-03 | Epoch: [21][140/372] | Time 0.498 | Data 0.077 | Loss 0.2504 | IoU 0.447 [2021-06-12 10:29:39,800][root][INFO] - Lr: 7.556e-03 | Epoch: [21][150/372] | Time 0.499 | Data 0.078 | Loss 0.2503 | IoU 0.447 [2021-06-12 10:29:44,639][root][INFO] - Lr: 7.553e-03 | Epoch: [21][160/372] | Time 0.498 | Data 0.077 | Loss 0.2502 | IoU 0.447 [2021-06-12 10:29:49,509][root][INFO] - Lr: 7.550e-03 | Epoch: [21][170/372] | Time 0.497 | Data 0.076 | Loss 0.2502 | IoU 0.447 [2021-06-12 10:29:54,362][root][INFO] - Lr: 7.547e-03 | Epoch: [21][180/372] | Time 0.497 | Data 0.075 | Loss 0.2501 | IoU 0.447 [2021-06-12 10:29:59,225][root][INFO] - Lr: 7.544e-03 | Epoch: [21][190/372] | Time 0.496 | Data 0.075 | Loss 0.2500 | IoU 0.448 [2021-06-12 10:30:04,078][root][INFO] - Lr: 7.540e-03 | Epoch: [21][200/372] | Time 0.496 | Data 0.074 | Loss 0.2499 | IoU 0.448 [2021-06-12 10:30:08,995][root][INFO] - Lr: 7.537e-03 | Epoch: [21][210/372] | Time 0.496 | Data 0.074 | Loss 0.2498 | IoU 0.448 [2021-06-12 10:30:14,134][root][INFO] - Lr: 7.534e-03 | Epoch: [21][220/372] | Time 0.496 | Data 0.075 | Loss 0.2497 | IoU 0.448 [2021-06-12 10:30:18,928][root][INFO] - Lr: 7.531e-03 | Epoch: [21][230/372] | Time 0.496 | Data 0.074 | Loss 0.2496 | IoU 0.448 [2021-06-12 10:30:23,784][root][INFO] - Lr: 7.528e-03 | Epoch: [21][240/372] | Time 0.495 | Data 0.074 | Loss 0.2495 | IoU 0.448 [2021-06-12 10:30:28,772][root][INFO] - Lr: 7.525e-03 | Epoch: [21][250/372] | Time 0.495 | Data 0.074 | Loss 0.2494 | IoU 0.448 [2021-06-12 10:30:33,734][root][INFO] - Lr: 7.522e-03 | Epoch: [21][260/372] | Time 0.495 | Data 0.074 | Loss 0.2493 | IoU 0.448 [2021-06-12 10:30:38,653][root][INFO] - Lr: 7.519e-03 | Epoch: [21][270/372] | Time 0.495 | Data 0.074 | Loss 0.2492 | IoU 0.448 [2021-06-12 10:30:43,491][root][INFO] - Lr: 7.515e-03 | Epoch: [21][280/372] | Time 0.495 | Data 0.073 | Loss 0.2491 | IoU 0.449 [2021-06-12 10:30:48,390][root][INFO] - Lr: 7.512e-03 | Epoch: [21][290/372] | Time 0.495 | Data 0.073 | Loss 0.2490 | IoU 0.449 [2021-06-12 10:30:53,178][root][INFO] - Lr: 7.509e-03 | Epoch: [21][300/372] | Time 0.494 | Data 0.073 | Loss 0.2489 | IoU 0.449 [2021-06-12 10:30:57,978][root][INFO] - Lr: 7.506e-03 | Epoch: [21][310/372] | Time 0.494 | Data 0.072 | Loss 0.2488 | IoU 0.449 [2021-06-12 10:31:02,864][root][INFO] - Lr: 7.503e-03 | Epoch: [21][320/372] | Time 0.493 | Data 0.072 | Loss 0.2487 | IoU 0.449 [2021-06-12 10:31:07,823][root][INFO] - Lr: 7.500e-03 | Epoch: [21][330/372] | Time 0.494 | Data 0.072 | Loss 0.2486 | IoU 0.449 [2021-06-12 10:31:12,630][root][INFO] - Lr: 7.497e-03 | Epoch: [21][340/372] | Time 0.493 | Data 0.072 | Loss 0.2485 | IoU 0.449 [2021-06-12 10:31:17,552][root][INFO] - Lr: 7.494e-03 | Epoch: [21][350/372] | Time 0.493 | Data 0.072 | Loss 0.2484 | IoU 0.449 [2021-06-12 10:31:22,401][root][INFO] - Lr: 7.490e-03 | Epoch: [21][360/372] | Time 0.493 | Data 0.072 | Loss 0.2483 | IoU 0.449 [2021-06-12 10:31:27,021][root][INFO] - Lr: 7.487e-03 | Epoch: [21][370/372] | Time 0.492 | Data 0.071 | Loss 0.2482 | IoU 0.449 [2021-06-12 10:31:29,296][root][INFO] - Lr: 7.487e-03 | Epoch: [22][0/372] | Time 1.688 | Data 1.226 | Loss 0.2482 | IoU 0.449 [2021-06-12 10:31:34,452][root][INFO] - Lr: 7.484e-03 | Epoch: [22][10/372] | Time 0.619 | Data 0.185 | Loss 0.2481 | IoU 0.450 [2021-06-12 10:31:39,306][root][INFO] - Lr: 7.480e-03 | Epoch: [22][20/372] | Time 0.557 | Data 0.129 | Loss 0.2480 | IoU 0.450 [2021-06-12 10:31:44,200][root][INFO] - Lr: 7.477e-03 | Epoch: [22][30/372] | Time 0.534 | Data 0.108 | Loss 0.2479 | IoU 0.450 [2021-06-12 10:31:49,062][root][INFO] - Lr: 7.474e-03 | Epoch: [22][40/372] | Time 0.522 | Data 0.097 | Loss 0.2478 | IoU 0.450 [2021-06-12 10:31:53,948][root][INFO] - Lr: 7.471e-03 | Epoch: [22][50/372] | Time 0.516 | Data 0.093 | Loss 0.2477 | IoU 0.450 [2021-06-12 10:31:58,763][root][INFO] - Lr: 7.468e-03 | Epoch: [22][60/372] | Time 0.511 | Data 0.087 | Loss 0.2476 | IoU 0.450 [2021-06-12 10:32:03,571][root][INFO] - Lr: 7.465e-03 | Epoch: [22][70/372] | Time 0.506 | Data 0.083 | Loss 0.2475 | IoU 0.450 [2021-06-12 10:32:08,423][root][INFO] - Lr: 7.462e-03 | Epoch: [22][80/372] | Time 0.504 | Data 0.082 | Loss 0.2474 | IoU 0.450 [2021-06-12 10:32:13,461][root][INFO] - Lr: 7.459e-03 | Epoch: [22][90/372] | Time 0.504 | Data 0.081 | Loss 0.2473 | IoU 0.450 [2021-06-12 10:32:18,434][root][INFO] - Lr: 7.455e-03 | Epoch: [22][100/372] | Time 0.503 | Data 0.081 | Loss 0.2472 | IoU 0.450 [2021-06-12 10:32:23,311][root][INFO] - Lr: 7.452e-03 | Epoch: [22][110/372] | Time 0.501 | Data 0.079 | Loss 0.2471 | IoU 0.451 [2021-06-12 10:32:28,125][root][INFO] - Lr: 7.449e-03 | Epoch: [22][120/372] | Time 0.500 | Data 0.078 | Loss 0.2470 | IoU 0.451 [2021-06-12 10:32:32,982][root][INFO] - Lr: 7.446e-03 | Epoch: [22][130/372] | Time 0.499 | Data 0.077 | Loss 0.2469 | IoU 0.451 [2021-06-12 10:32:37,781][root][INFO] - Lr: 7.443e-03 | Epoch: [22][140/372] | Time 0.497 | Data 0.076 | Loss 0.2468 | IoU 0.451 [2021-06-12 10:32:42,757][root][INFO] - Lr: 7.440e-03 | Epoch: [22][150/372] | Time 0.497 | Data 0.075 | Loss 0.2467 | IoU 0.451 [2021-06-12 10:32:47,597][root][INFO] - Lr: 7.437e-03 | Epoch: [22][160/372] | Time 0.497 | Data 0.075 | Loss 0.2466 | IoU 0.451 [2021-06-12 10:32:52,561][root][INFO] - Lr: 7.434e-03 | Epoch: [22][170/372] | Time 0.497 | Data 0.075 | Loss 0.2465 | IoU 0.451 [2021-06-12 10:32:57,510][root][INFO] - Lr: 7.430e-03 | Epoch: [22][180/372] | Time 0.496 | Data 0.075 | Loss 0.2464 | IoU 0.451 [2021-06-12 10:33:02,288][root][INFO] - Lr: 7.427e-03 | Epoch: [22][190/372] | Time 0.495 | Data 0.074 | Loss 0.2463 | IoU 0.451 [2021-06-12 10:33:07,080][root][INFO] - Lr: 7.424e-03 | Epoch: [22][200/372] | Time 0.495 | Data 0.074 | Loss 0.2462 | IoU 0.451 [2021-06-12 10:33:11,904][root][INFO] - Lr: 7.421e-03 | Epoch: [22][210/372] | Time 0.494 | Data 0.073 | Loss 0.2461 | IoU 0.452 [2021-06-12 10:33:16,774][root][INFO] - Lr: 7.418e-03 | Epoch: [22][220/372] | Time 0.494 | Data 0.073 | Loss 0.2461 | IoU 0.452 [2021-06-12 10:33:21,535][root][INFO] - Lr: 7.415e-03 | Epoch: [22][230/372] | Time 0.493 | Data 0.072 | Loss 0.2460 | IoU 0.452 [2021-06-12 10:33:26,387][root][INFO] - Lr: 7.412e-03 | Epoch: [22][240/372] | Time 0.493 | Data 0.071 | Loss 0.2459 | IoU 0.452 [2021-06-12 10:33:31,293][root][INFO] - Lr: 7.409e-03 | Epoch: [22][250/372] | Time 0.493 | Data 0.071 | Loss 0.2458 | IoU 0.452 [2021-06-12 10:33:36,114][root][INFO] - Lr: 7.405e-03 | Epoch: [22][260/372] | Time 0.492 | Data 0.071 | Loss 0.2457 | IoU 0.452 [2021-06-12 10:33:40,995][root][INFO] - Lr: 7.402e-03 | Epoch: [22][270/372] | Time 0.492 | Data 0.071 | Loss 0.2456 | IoU 0.452 [2021-06-12 10:33:45,878][root][INFO] - Lr: 7.399e-03 | Epoch: [22][280/372] | Time 0.492 | Data 0.071 | Loss 0.2455 | IoU 0.452 [2021-06-12 10:33:50,933][root][INFO] - Lr: 7.396e-03 | Epoch: [22][290/372] | Time 0.492 | Data 0.071 | Loss 0.2454 | IoU 0.452 [2021-06-12 10:33:55,817][root][INFO] - Lr: 7.393e-03 | Epoch: [22][300/372] | Time 0.492 | Data 0.071 | Loss 0.2453 | IoU 0.452 [2021-06-12 10:34:00,635][root][INFO] - Lr: 7.390e-03 | Epoch: [22][310/372] | Time 0.492 | Data 0.071 | Loss 0.2452 | IoU 0.453 [2021-06-12 10:34:05,549][root][INFO] - Lr: 7.387e-03 | Epoch: [22][320/372] | Time 0.492 | Data 0.071 | Loss 0.2452 | IoU 0.453 [2021-06-12 10:34:10,352][root][INFO] - Lr: 7.384e-03 | Epoch: [22][330/372] | Time 0.491 | Data 0.070 | Loss 0.2451 | IoU 0.453 [2021-06-12 10:34:15,305][root][INFO] - Lr: 7.380e-03 | Epoch: [22][340/372] | Time 0.492 | Data 0.070 | Loss 0.2450 | IoU 0.453 [2021-06-12 10:34:20,233][root][INFO] - Lr: 7.377e-03 | Epoch: [22][350/372] | Time 0.492 | Data 0.070 | Loss 0.2449 | IoU 0.453 [2021-06-12 10:34:25,218][root][INFO] - Lr: 7.374e-03 | Epoch: [22][360/372] | Time 0.492 | Data 0.070 | Loss 0.2448 | IoU 0.453 [2021-06-12 10:34:29,973][root][INFO] - Lr: 7.371e-03 | Epoch: [22][370/372] | Time 0.492 | Data 0.070 | Loss 0.2447 | IoU 0.453 [2021-06-12 10:34:32,431][root][INFO] - Lr: 7.370e-03 | Epoch: [23][0/372] | Time 1.785 | Data 1.312 | Loss 0.2447 | IoU 0.453 [2021-06-12 10:34:37,348][root][INFO] - Lr: 7.367e-03 | Epoch: [23][10/372] | Time 0.613 | Data 0.183 | Loss 0.2446 | IoU 0.453 [2021-06-12 10:34:42,394][root][INFO] - Lr: 7.364e-03 | Epoch: [23][20/372] | Time 0.562 | Data 0.136 | Loss 0.2445 | IoU 0.453 [2021-06-12 10:34:47,368][root][INFO] - Lr: 7.361e-03 | Epoch: [23][30/372] | Time 0.542 | Data 0.117 | Loss 0.2444 | IoU 0.453 [2021-06-12 10:34:52,345][root][INFO] - Lr: 7.358e-03 | Epoch: [23][40/372] | Time 0.531 | Data 0.106 | Loss 0.2443 | IoU 0.454 [2021-06-12 10:34:57,326][root][INFO] - Lr: 7.355e-03 | Epoch: [23][50/372] | Time 0.524 | Data 0.099 | Loss 0.2442 | IoU 0.454 [2021-06-12 10:35:02,104][root][INFO] - Lr: 7.352e-03 | Epoch: [23][60/372] | Time 0.517 | Data 0.092 | Loss 0.2441 | IoU 0.454 [2021-06-12 10:35:07,057][root][INFO] - Lr: 7.349e-03 | Epoch: [23][70/372] | Time 0.513 | Data 0.089 | Loss 0.2440 | IoU 0.454 [2021-06-12 10:35:11,819][root][INFO] - Lr: 7.345e-03 | Epoch: [23][80/372] | Time 0.509 | Data 0.086 | Loss 0.2440 | IoU 0.454 [2021-06-12 10:35:16,720][root][INFO] - Lr: 7.342e-03 | Epoch: [23][90/372] | Time 0.507 | Data 0.083 | Loss 0.2439 | IoU 0.454 [2021-06-12 10:35:21,710][root][INFO] - Lr: 7.339e-03 | Epoch: [23][100/372] | Time 0.506 | Data 0.083 | Loss 0.2438 | IoU 0.454 [2021-06-12 10:35:26,654][root][INFO] - Lr: 7.336e-03 | Epoch: [23][110/372] | Time 0.505 | Data 0.082 | Loss 0.2437 | IoU 0.454 [2021-06-12 10:35:31,658][root][INFO] - Lr: 7.333e-03 | Epoch: [23][120/372] | Time 0.505 | Data 0.081 | Loss 0.2436 | IoU 0.454 [2021-06-12 10:35:36,541][root][INFO] - Lr: 7.330e-03 | Epoch: [23][130/372] | Time 0.504 | Data 0.081 | Loss 0.2435 | IoU 0.454 [2021-06-12 10:35:41,473][root][INFO] - Lr: 7.327e-03 | Epoch: [23][140/372] | Time 0.503 | Data 0.080 | Loss 0.2434 | IoU 0.454 [2021-06-12 10:35:46,385][root][INFO] - Lr: 7.323e-03 | Epoch: [23][150/372] | Time 0.502 | Data 0.079 | Loss 0.2433 | IoU 0.455 [2021-06-12 10:35:51,230][root][INFO] - Lr: 7.320e-03 | Epoch: [23][160/372] | Time 0.501 | Data 0.078 | Loss 0.2432 | IoU 0.455 [2021-06-12 10:35:56,134][root][INFO] - Lr: 7.317e-03 | Epoch: [23][170/372] | Time 0.500 | Data 0.077 | Loss 0.2432 | IoU 0.455 [2021-06-12 10:36:00,924][root][INFO] - Lr: 7.314e-03 | Epoch: [23][180/372] | Time 0.499 | Data 0.077 | Loss 0.2431 | IoU 0.455 [2021-06-12 10:36:05,693][root][INFO] - Lr: 7.311e-03 | Epoch: [23][190/372] | Time 0.498 | Data 0.075 | Loss 0.2430 | IoU 0.455 [2021-06-12 10:36:10,617][root][INFO] - Lr: 7.308e-03 | Epoch: [23][200/372] | Time 0.498 | Data 0.075 | Loss 0.2429 | IoU 0.455 [2021-06-12 10:36:15,586][root][INFO] - Lr: 7.305e-03 | Epoch: [23][210/372] | Time 0.498 | Data 0.075 | Loss 0.2428 | IoU 0.455 [2021-06-12 10:36:20,507][root][INFO] - Lr: 7.302e-03 | Epoch: [23][220/372] | Time 0.497 | Data 0.075 | Loss 0.2427 | IoU 0.455 [2021-06-12 10:36:25,230][root][INFO] - Lr: 7.298e-03 | Epoch: [23][230/372] | Time 0.496 | Data 0.074 | Loss 0.2426 | IoU 0.455 [2021-06-12 10:36:30,054][root][INFO] - Lr: 7.295e-03 | Epoch: [23][240/372] | Time 0.496 | Data 0.073 | Loss 0.2425 | IoU 0.455 [2021-06-12 10:36:35,051][root][INFO] - Lr: 7.292e-03 | Epoch: [23][250/372] | Time 0.496 | Data 0.073 | Loss 0.2424 | IoU 0.455 [2021-06-12 10:36:40,170][root][INFO] - Lr: 7.289e-03 | Epoch: [23][260/372] | Time 0.496 | Data 0.074 | Loss 0.2423 | IoU 0.456 [2021-06-12 10:36:45,038][root][INFO] - Lr: 7.286e-03 | Epoch: [23][270/372] | Time 0.496 | Data 0.073 | Loss 0.2422 | IoU 0.456 [2021-06-12 10:36:49,780][root][INFO] - Lr: 7.283e-03 | Epoch: [23][280/372] | Time 0.495 | Data 0.073 | Loss 0.2422 | IoU 0.456 [2021-06-12 10:36:54,577][root][INFO] - Lr: 7.280e-03 | Epoch: [23][290/372] | Time 0.495 | Data 0.072 | Loss 0.2421 | IoU 0.456 [2021-06-12 10:36:59,406][root][INFO] - Lr: 7.277e-03 | Epoch: [23][300/372] | Time 0.494 | Data 0.072 | Loss 0.2420 | IoU 0.456 [2021-06-12 10:37:04,326][root][INFO] - Lr: 7.273e-03 | Epoch: [23][310/372] | Time 0.494 | Data 0.072 | Loss 0.2419 | IoU 0.456 [2021-06-12 10:37:09,290][root][INFO] - Lr: 7.270e-03 | Epoch: [23][320/372] | Time 0.494 | Data 0.072 | Loss 0.2418 | IoU 0.456 [2021-06-12 10:37:14,256][root][INFO] - Lr: 7.267e-03 | Epoch: [23][330/372] | Time 0.495 | Data 0.072 | Loss 0.2417 | IoU 0.456 [2021-06-12 10:37:19,220][root][INFO] - Lr: 7.264e-03 | Epoch: [23][340/372] | Time 0.495 | Data 0.072 | Loss 0.2417 | IoU 0.456 [2021-06-12 10:37:24,185][root][INFO] - Lr: 7.261e-03 | Epoch: [23][350/372] | Time 0.495 | Data 0.072 | Loss 0.2416 | IoU 0.456 [2021-06-12 10:37:29,200][root][INFO] - Lr: 7.258e-03 | Epoch: [23][360/372] | Time 0.495 | Data 0.072 | Loss 0.2415 | IoU 0.456 [2021-06-12 10:37:33,818][root][INFO] - Lr: 7.255e-03 | Epoch: [23][370/372] | Time 0.494 | Data 0.071 | Loss 0.2414 | IoU 0.457 [2021-06-12 10:37:36,144][root][INFO] - Lr: 7.254e-03 | Epoch: [24][0/372] | Time 1.679 | Data 1.222 | Loss 0.2414 | IoU 0.457 [2021-06-12 10:37:41,413][root][INFO] - Lr: 7.251e-03 | Epoch: [24][10/372] | Time 0.633 | Data 0.200 | Loss 0.2413 | IoU 0.457 [2021-06-12 10:37:46,399][root][INFO] - Lr: 7.248e-03 | Epoch: [24][20/372] | Time 0.569 | Data 0.141 | Loss 0.2412 | IoU 0.457 [2021-06-12 10:37:51,470][root][INFO] - Lr: 7.245e-03 | Epoch: [24][30/372] | Time 0.547 | Data 0.120 | Loss 0.2411 | IoU 0.457 [2021-06-12 10:37:56,412][root][INFO] - Lr: 7.241e-03 | Epoch: [24][40/372] | Time 0.536 | Data 0.110 | Loss 0.2410 | IoU 0.457 [2021-06-12 10:38:01,348][root][INFO] - Lr: 7.238e-03 | Epoch: [24][50/372] | Time 0.528 | Data 0.104 | Loss 0.2410 | IoU 0.457 [2021-06-12 10:38:06,173][root][INFO] - Lr: 7.235e-03 | Epoch: [24][60/372] | Time 0.520 | Data 0.096 | Loss 0.2409 | IoU 0.457 [2021-06-12 10:38:11,123][root][INFO] - Lr: 7.232e-03 | Epoch: [24][70/372] | Time 0.517 | Data 0.093 | Loss 0.2408 | IoU 0.457 [2021-06-12 10:38:15,950][root][INFO] - Lr: 7.229e-03 | Epoch: [24][80/372] | Time 0.512 | Data 0.089 | Loss 0.2407 | IoU 0.457 [2021-06-12 10:38:21,071][root][INFO] - Lr: 7.226e-03 | Epoch: [24][90/372] | Time 0.512 | Data 0.088 | Loss 0.2406 | IoU 0.457 [2021-06-12 10:38:25,893][root][INFO] - Lr: 7.223e-03 | Epoch: [24][100/372] | Time 0.509 | Data 0.086 | Loss 0.2405 | IoU 0.457 [2021-06-12 10:38:30,777][root][INFO] - Lr: 7.219e-03 | Epoch: [24][110/372] | Time 0.507 | Data 0.084 | Loss 0.2404 | IoU 0.458 [2021-06-12 10:38:35,717][root][INFO] - Lr: 7.216e-03 | Epoch: [24][120/372] | Time 0.506 | Data 0.083 | Loss 0.2403 | IoU 0.458 [2021-06-12 10:38:40,668][root][INFO] - Lr: 7.213e-03 | Epoch: [24][130/372] | Time 0.505 | Data 0.082 | Loss 0.2403 | IoU 0.458 [2021-06-12 10:38:45,564][root][INFO] - Lr: 7.210e-03 | Epoch: [24][140/372] | Time 0.504 | Data 0.081 | Loss 0.2402 | IoU 0.458 [2021-06-12 10:38:50,474][root][INFO] - Lr: 7.207e-03 | Epoch: [24][150/372] | Time 0.504 | Data 0.081 | Loss 0.2401 | IoU 0.458 [2021-06-12 10:38:55,380][root][INFO] - Lr: 7.204e-03 | Epoch: [24][160/372] | Time 0.503 | Data 0.080 | Loss 0.2400 | IoU 0.458 [2021-06-12 10:39:00,280][root][INFO] - Lr: 7.201e-03 | Epoch: [24][170/372] | Time 0.502 | Data 0.079 | Loss 0.2399 | IoU 0.458 [2021-06-12 10:39:05,152][root][INFO] - Lr: 7.198e-03 | Epoch: [24][180/372] | Time 0.501 | Data 0.079 | Loss 0.2398 | IoU 0.458 [2021-06-12 10:39:09,940][root][INFO] - Lr: 7.194e-03 | Epoch: [24][190/372] | Time 0.500 | Data 0.078 | Loss 0.2398 | IoU 0.458 [2021-06-12 10:39:14,839][root][INFO] - Lr: 7.191e-03 | Epoch: [24][200/372] | Time 0.500 | Data 0.077 | Loss 0.2397 | IoU 0.458 [2021-06-12 10:39:19,691][root][INFO] - Lr: 7.188e-03 | Epoch: [24][210/372] | Time 0.499 | Data 0.076 | Loss 0.2396 | IoU 0.458 [2021-06-12 10:39:24,680][root][INFO] - Lr: 7.185e-03 | Epoch: [24][220/372] | Time 0.499 | Data 0.076 | Loss 0.2395 | IoU 0.459 [2021-06-12 10:39:29,726][root][INFO] - Lr: 7.182e-03 | Epoch: [24][230/372] | Time 0.499 | Data 0.076 | Loss 0.2394 | IoU 0.459 [2021-06-12 10:39:34,651][root][INFO] - Lr: 7.179e-03 | Epoch: [24][240/372] | Time 0.499 | Data 0.076 | Loss 0.2393 | IoU 0.459 [2021-06-12 10:39:39,562][root][INFO] - Lr: 7.176e-03 | Epoch: [24][250/372] | Time 0.498 | Data 0.076 | Loss 0.2392 | IoU 0.459 [2021-06-12 10:39:44,453][root][INFO] - Lr: 7.172e-03 | Epoch: [24][260/372] | Time 0.498 | Data 0.075 | Loss 0.2392 | IoU 0.459 [2021-06-12 10:39:49,271][root][INFO] - Lr: 7.169e-03 | Epoch: [24][270/372] | Time 0.498 | Data 0.075 | Loss 0.2391 | IoU 0.459 [2021-06-12 10:39:54,205][root][INFO] - Lr: 7.166e-03 | Epoch: [24][280/372] | Time 0.497 | Data 0.075 | Loss 0.2390 | IoU 0.459 [2021-06-12 10:39:59,222][root][INFO] - Lr: 7.163e-03 | Epoch: [24][290/372] | Time 0.497 | Data 0.075 | Loss 0.2389 | IoU 0.459 [2021-06-12 10:40:04,210][root][INFO] - Lr: 7.160e-03 | Epoch: [24][300/372] | Time 0.497 | Data 0.075 | Loss 0.2388 | IoU 0.459 [2021-06-12 10:40:09,176][root][INFO] - Lr: 7.157e-03 | Epoch: [24][310/372] | Time 0.498 | Data 0.075 | Loss 0.2388 | IoU 0.459 [2021-06-12 10:40:14,019][root][INFO] - Lr: 7.154e-03 | Epoch: [24][320/372] | Time 0.497 | Data 0.075 | Loss 0.2387 | IoU 0.459 [2021-06-12 10:40:18,798][root][INFO] - Lr: 7.150e-03 | Epoch: [24][330/372] | Time 0.497 | Data 0.074 | Loss 0.2386 | IoU 0.459 [2021-06-12 10:40:23,772][root][INFO] - Lr: 7.147e-03 | Epoch: [24][340/372] | Time 0.497 | Data 0.074 | Loss 0.2385 | IoU 0.460 [2021-06-12 10:40:28,622][root][INFO] - Lr: 7.144e-03 | Epoch: [24][350/372] | Time 0.496 | Data 0.074 | Loss 0.2384 | IoU 0.460 [2021-06-12 10:40:33,545][root][INFO] - Lr: 7.141e-03 | Epoch: [24][360/372] | Time 0.496 | Data 0.074 | Loss 0.2384 | IoU 0.460 [2021-06-12 10:40:38,221][root][INFO] - Lr: 7.138e-03 | Epoch: [24][370/372] | Time 0.495 | Data 0.073 | Loss 0.2383 | IoU 0.460 [2021-06-12 10:40:40,733][root][INFO] - Lr: 7.137e-03 | Epoch: [25][0/372] | Time 1.762 | Data 1.288 | Loss 0.2383 | IoU 0.460 [2021-06-12 10:40:45,814][root][INFO] - Lr: 7.134e-03 | Epoch: [25][10/372] | Time 0.631 | Data 0.202 | Loss 0.2382 | IoU 0.460 [2021-06-12 10:40:50,793][root][INFO] - Lr: 7.131e-03 | Epoch: [25][20/372] | Time 0.568 | Data 0.143 | Loss 0.2381 | IoU 0.460 [2021-06-12 10:40:55,734][root][INFO] - Lr: 7.128e-03 | Epoch: [25][30/372] | Time 0.545 | Data 0.121 | Loss 0.2380 | IoU 0.460 [2021-06-12 10:41:00,671][root][INFO] - Lr: 7.125e-03 | Epoch: [25][40/372] | Time 0.532 | Data 0.109 | Loss 0.2379 | IoU 0.460 [2021-06-12 10:41:05,512][root][INFO] - Lr: 7.122e-03 | Epoch: [25][50/372] | Time 0.523 | Data 0.100 | Loss 0.2379 | IoU 0.460 [2021-06-12 10:41:10,527][root][INFO] - Lr: 7.118e-03 | Epoch: [25][60/372] | Time 0.519 | Data 0.096 | Loss 0.2378 | IoU 0.460 [2021-06-12 10:41:15,277][root][INFO] - Lr: 7.115e-03 | Epoch: [25][70/372] | Time 0.513 | Data 0.091 | Loss 0.2377 | IoU 0.461 [2021-06-12 10:41:20,099][root][INFO] - Lr: 7.112e-03 | Epoch: [25][80/372] | Time 0.509 | Data 0.087 | Loss 0.2376 | IoU 0.461 [2021-06-12 10:41:24,933][root][INFO] - Lr: 7.109e-03 | Epoch: [25][90/372] | Time 0.506 | Data 0.084 | Loss 0.2375 | IoU 0.461 [2021-06-12 10:41:29,818][root][INFO] - Lr: 7.106e-03 | Epoch: [25][100/372] | Time 0.504 | Data 0.082 | Loss 0.2375 | IoU 0.461 [2021-06-12 10:41:34,718][root][INFO] - Lr: 7.103e-03 | Epoch: [25][110/372] | Time 0.503 | Data 0.081 | Loss 0.2374 | IoU 0.461 [2021-06-12 10:41:39,607][root][INFO] - Lr: 7.100e-03 | Epoch: [25][120/372] | Time 0.502 | Data 0.080 | Loss 0.2373 | IoU 0.461 [2021-06-12 10:41:44,437][root][INFO] - Lr: 7.096e-03 | Epoch: [25][130/372] | Time 0.501 | Data 0.079 | Loss 0.2372 | IoU 0.461 [2021-06-12 10:41:49,440][root][INFO] - Lr: 7.093e-03 | Epoch: [25][140/372] | Time 0.500 | Data 0.078 | Loss 0.2371 | IoU 0.461 [2021-06-12 10:41:54,282][root][INFO] - Lr: 7.090e-03 | Epoch: [25][150/372] | Time 0.500 | Data 0.078 | Loss 0.2371 | IoU 0.461 [2021-06-12 10:41:59,204][root][INFO] - Lr: 7.087e-03 | Epoch: [25][160/372] | Time 0.499 | Data 0.077 | Loss 0.2370 | IoU 0.461 [2021-06-12 10:42:04,092][root][INFO] - Lr: 7.084e-03 | Epoch: [25][170/372] | Time 0.499 | Data 0.077 | Loss 0.2369 | IoU 0.461 [2021-06-12 10:42:08,949][root][INFO] - Lr: 7.081e-03 | Epoch: [25][180/372] | Time 0.498 | Data 0.076 | Loss 0.2368 | IoU 0.461 [2021-06-12 10:42:13,730][root][INFO] - Lr: 7.078e-03 | Epoch: [25][190/372] | Time 0.497 | Data 0.075 | Loss 0.2367 | IoU 0.462 [2021-06-12 10:42:18,709][root][INFO] - Lr: 7.074e-03 | Epoch: [25][200/372] | Time 0.497 | Data 0.075 | Loss 0.2367 | IoU 0.462 [2021-06-12 10:42:23,797][root][INFO] - Lr: 7.071e-03 | Epoch: [25][210/372] | Time 0.497 | Data 0.075 | Loss 0.2366 | IoU 0.462 [2021-06-12 10:42:28,723][root][INFO] - Lr: 7.068e-03 | Epoch: [25][220/372] | Time 0.497 | Data 0.075 | Loss 0.2365 | IoU 0.462 [2021-06-12 10:42:33,559][root][INFO] - Lr: 7.065e-03 | Epoch: [25][230/372] | Time 0.496 | Data 0.074 | Loss 0.2364 | IoU 0.462 [2021-06-12 10:42:38,473][root][INFO] - Lr: 7.062e-03 | Epoch: [25][240/372] | Time 0.496 | Data 0.074 | Loss 0.2363 | IoU 0.462 [2021-06-12 10:42:43,324][root][INFO] - Lr: 7.059e-03 | Epoch: [25][250/372] | Time 0.496 | Data 0.074 | Loss 0.2362 | IoU 0.462 [2021-06-12 10:42:48,158][root][INFO] - Lr: 7.056e-03 | Epoch: [25][260/372] | Time 0.495 | Data 0.074 | Loss 0.2362 | IoU 0.462 [2021-06-12 10:42:53,045][root][INFO] - Lr: 7.052e-03 | Epoch: [25][270/372] | Time 0.495 | Data 0.073 | Loss 0.2361 | IoU 0.462 [2021-06-12 10:42:57,915][root][INFO] - Lr: 7.049e-03 | Epoch: [25][280/372] | Time 0.495 | Data 0.073 | Loss 0.2360 | IoU 0.462 [2021-06-12 10:43:02,842][root][INFO] - Lr: 7.046e-03 | Epoch: [25][290/372] | Time 0.495 | Data 0.073 | Loss 0.2359 | IoU 0.462 [2021-06-12 10:43:07,732][root][INFO] - Lr: 7.043e-03 | Epoch: [25][300/372] | Time 0.495 | Data 0.073 | Loss 0.2358 | IoU 0.462 [2021-06-12 10:43:12,573][root][INFO] - Lr: 7.040e-03 | Epoch: [25][310/372] | Time 0.494 | Data 0.072 | Loss 0.2357 | IoU 0.463 [2021-06-12 10:43:17,560][root][INFO] - Lr: 7.037e-03 | Epoch: [25][320/372] | Time 0.494 | Data 0.072 | Loss 0.2357 | IoU 0.463 [2021-06-12 10:43:22,460][root][INFO] - Lr: 7.034e-03 | Epoch: [25][330/372] | Time 0.494 | Data 0.072 | Loss 0.2356 | IoU 0.463 [2021-06-12 10:43:27,331][root][INFO] - Lr: 7.030e-03 | Epoch: [25][340/372] | Time 0.494 | Data 0.072 | Loss 0.2355 | IoU 0.463 [2021-06-12 10:43:32,156][root][INFO] - Lr: 7.027e-03 | Epoch: [25][350/372] | Time 0.494 | Data 0.072 | Loss 0.2355 | IoU 0.463 [2021-06-12 10:43:36,969][root][INFO] - Lr: 7.024e-03 | Epoch: [25][360/372] | Time 0.493 | Data 0.072 | Loss 0.2354 | IoU 0.463 [2021-06-12 10:43:41,611][root][INFO] - Lr: 7.021e-03 | Epoch: [25][370/372] | Time 0.493 | Data 0.071 | Loss 0.2353 | IoU 0.463 [2021-06-12 10:43:42,468][root][INFO] - 0/500 [2021-06-12 10:43:42,623][root][INFO] - 1/500 [2021-06-12 10:43:42,780][root][INFO] - 2/500 [2021-06-12 10:43:42,874][root][INFO] - 3/500 [2021-06-12 10:43:42,974][root][INFO] - 4/500 [2021-06-12 10:43:43,044][root][INFO] - 5/500 [2021-06-12 10:43:43,128][root][INFO] - 6/500 [2021-06-12 10:43:43,227][root][INFO] - 7/500 [2021-06-12 10:43:43,331][root][INFO] - 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495/500 [2021-06-12 10:44:28,520][root][INFO] - 496/500 [2021-06-12 10:44:28,591][root][INFO] - 497/500 [2021-06-12 10:44:28,665][root][INFO] - 498/500 [2021-06-12 10:44:28,736][root][INFO] - 499/500 [2021-06-12 10:44:28,920][root][INFO] - Validation set: Time avg per batch 0.093 Loss avg 0.2889 IoU avg 0.537 [2021-06-12 10:44:28,922][root][INFO] - ---> save checkpoint [2021-06-12 10:44:34,077][root][INFO] - Lr: 7.020e-03 | Epoch: [26][0/372] | Time 1.710 | Data 1.236 | Loss 0.2353 | IoU 0.463 [2021-06-12 10:44:39,088][root][INFO] - Lr: 7.017e-03 | Epoch: [26][10/372] | Time 0.620 | Data 0.195 | Loss 0.2352 | IoU 0.463 [2021-06-12 10:44:43,996][root][INFO] - Lr: 7.014e-03 | Epoch: [26][20/372] | Time 0.560 | Data 0.138 | Loss 0.2351 | IoU 0.463 [2021-06-12 10:44:48,911][root][INFO] - Lr: 7.011e-03 | Epoch: [26][30/372] | Time 0.537 | Data 0.116 | Loss 0.2350 | IoU 0.463 [2021-06-12 10:44:53,776][root][INFO] - Lr: 7.008e-03 | Epoch: [26][40/372] | Time 0.525 | Data 0.105 | Loss 0.2350 | IoU 0.463 [2021-06-12 10:44:58,606][root][INFO] - Lr: 7.005e-03 | Epoch: [26][50/372] | Time 0.517 | Data 0.096 | Loss 0.2349 | IoU 0.464 [2021-06-12 10:45:03,543][root][INFO] - Lr: 7.001e-03 | Epoch: [26][60/372] | Time 0.513 | Data 0.093 | Loss 0.2348 | IoU 0.464 [2021-06-12 10:45:08,357][root][INFO] - Lr: 6.998e-03 | Epoch: [26][70/372] | Time 0.509 | Data 0.089 | Loss 0.2347 | IoU 0.464 [2021-06-12 10:45:13,426][root][INFO] - Lr: 6.995e-03 | Epoch: [26][80/372] | Time 0.508 | Data 0.088 | Loss 0.2347 | IoU 0.464 [2021-06-12 10:45:18,266][root][INFO] - Lr: 6.992e-03 | Epoch: [26][90/372] | Time 0.506 | Data 0.086 | Loss 0.2346 | IoU 0.464 [2021-06-12 10:45:23,247][root][INFO] - Lr: 6.989e-03 | Epoch: [26][100/372] | Time 0.505 | Data 0.085 | Loss 0.2345 | IoU 0.464 [2021-06-12 10:45:28,172][root][INFO] - Lr: 6.986e-03 | Epoch: [26][110/372] | Time 0.504 | Data 0.083 | Loss 0.2344 | IoU 0.464 [2021-06-12 10:45:33,050][root][INFO] - Lr: 6.983e-03 | Epoch: [26][120/372] | Time 0.503 | Data 0.082 | Loss 0.2343 | IoU 0.464 [2021-06-12 10:45:37,787][root][INFO] - Lr: 6.979e-03 | Epoch: [26][130/372] | Time 0.500 | Data 0.080 | Loss 0.2343 | IoU 0.464 [2021-06-12 10:45:42,644][root][INFO] - Lr: 6.976e-03 | Epoch: [26][140/372] | Time 0.499 | Data 0.079 | Loss 0.2342 | IoU 0.464 [2021-06-12 10:45:47,355][root][INFO] - Lr: 6.973e-03 | Epoch: [26][150/372] | Time 0.498 | Data 0.077 | Loss 0.2341 | IoU 0.464 [2021-06-12 10:45:52,181][root][INFO] - Lr: 6.970e-03 | Epoch: [26][160/372] | Time 0.497 | Data 0.076 | Loss 0.2340 | IoU 0.464 [2021-06-12 10:45:57,096][root][INFO] - Lr: 6.967e-03 | Epoch: [26][170/372] | Time 0.496 | Data 0.075 | Loss 0.2339 | IoU 0.464 [2021-06-12 10:46:02,005][root][INFO] - Lr: 6.964e-03 | Epoch: [26][180/372] | Time 0.496 | Data 0.075 | Loss 0.2339 | IoU 0.465 [2021-06-12 10:46:06,922][root][INFO] - Lr: 6.961e-03 | Epoch: [26][190/372] | Time 0.496 | Data 0.075 | Loss 0.2338 | IoU 0.465 [2021-06-12 10:46:11,903][root][INFO] - Lr: 6.957e-03 | Epoch: [26][200/372] | Time 0.496 | Data 0.075 | Loss 0.2337 | IoU 0.465 [2021-06-12 10:46:16,871][root][INFO] - Lr: 6.954e-03 | Epoch: [26][210/372] | Time 0.496 | Data 0.075 | Loss 0.2336 | IoU 0.465 [2021-06-12 10:46:21,691][root][INFO] - Lr: 6.951e-03 | Epoch: [26][220/372] | Time 0.495 | Data 0.074 | Loss 0.2336 | IoU 0.465 [2021-06-12 10:46:26,558][root][INFO] - Lr: 6.948e-03 | Epoch: [26][230/372] | Time 0.495 | Data 0.074 | Loss 0.2335 | IoU 0.465 [2021-06-12 10:46:31,424][root][INFO] - Lr: 6.945e-03 | Epoch: [26][240/372] | Time 0.494 | Data 0.074 | Loss 0.2334 | IoU 0.465 [2021-06-12 10:46:36,224][root][INFO] - Lr: 6.942e-03 | Epoch: [26][250/372] | Time 0.494 | Data 0.073 | Loss 0.2333 | IoU 0.465 [2021-06-12 10:46:41,037][root][INFO] - Lr: 6.939e-03 | Epoch: [26][260/372] | Time 0.494 | Data 0.073 | Loss 0.2333 | IoU 0.465 [2021-06-12 10:46:45,918][root][INFO] - Lr: 6.935e-03 | Epoch: [26][270/372] | Time 0.493 | Data 0.072 | Loss 0.2332 | IoU 0.465 [2021-06-12 10:46:50,678][root][INFO] - Lr: 6.932e-03 | Epoch: [26][280/372] | Time 0.493 | Data 0.072 | Loss 0.2331 | IoU 0.465 [2021-06-12 10:46:55,546][root][INFO] - Lr: 6.929e-03 | Epoch: [26][290/372] | Time 0.492 | Data 0.072 | Loss 0.2330 | IoU 0.465 [2021-06-12 10:47:00,510][root][INFO] - Lr: 6.926e-03 | Epoch: [26][300/372] | Time 0.492 | Data 0.072 | Loss 0.2330 | IoU 0.466 [2021-06-12 10:47:05,330][root][INFO] - Lr: 6.923e-03 | Epoch: [26][310/372] | Time 0.492 | Data 0.071 | Loss 0.2329 | IoU 0.466 [2021-06-12 10:47:10,334][root][INFO] - Lr: 6.920e-03 | Epoch: [26][320/372] | Time 0.492 | Data 0.071 | Loss 0.2328 | IoU 0.466 [2021-06-12 10:47:15,362][root][INFO] - Lr: 6.916e-03 | Epoch: [26][330/372] | Time 0.493 | Data 0.072 | Loss 0.2327 | IoU 0.466 [2021-06-12 10:47:20,210][root][INFO] - Lr: 6.913e-03 | Epoch: [26][340/372] | Time 0.493 | Data 0.071 | Loss 0.2327 | IoU 0.466 [2021-06-12 10:47:25,099][root][INFO] - Lr: 6.910e-03 | Epoch: [26][350/372] | Time 0.492 | Data 0.071 | Loss 0.2326 | IoU 0.466 [2021-06-12 10:47:29,909][root][INFO] - Lr: 6.907e-03 | Epoch: [26][360/372] | Time 0.492 | Data 0.071 | Loss 0.2325 | IoU 0.466 [2021-06-12 10:47:34,571][root][INFO] - Lr: 6.904e-03 | Epoch: [26][370/372] | Time 0.491 | Data 0.070 | Loss 0.2324 | IoU 0.466 [2021-06-12 10:47:36,978][root][INFO] - Lr: 6.903e-03 | Epoch: [27][0/372] | Time 1.731 | Data 1.256 | Loss 0.2324 | IoU 0.466 [2021-06-12 10:47:42,222][root][INFO] - Lr: 6.900e-03 | Epoch: [27][10/372] | Time 0.642 | Data 0.210 | Loss 0.2323 | IoU 0.466 [2021-06-12 10:47:47,196][root][INFO] - Lr: 6.897e-03 | Epoch: [27][20/372] | Time 0.572 | Data 0.145 | Loss 0.2323 | IoU 0.466 [2021-06-12 10:47:52,144][root][INFO] - Lr: 6.894e-03 | Epoch: [27][30/372] | Time 0.547 | Data 0.122 | Loss 0.2322 | IoU 0.466 [2021-06-12 10:47:56,948][root][INFO] - Lr: 6.891e-03 | Epoch: [27][40/372] | Time 0.531 | Data 0.107 | Loss 0.2321 | IoU 0.467 [2021-06-12 10:48:01,950][root][INFO] - Lr: 6.888e-03 | Epoch: [27][50/372] | Time 0.525 | Data 0.101 | Loss 0.2320 | IoU 0.467 [2021-06-12 10:48:06,833][root][INFO] - Lr: 6.884e-03 | Epoch: [27][60/372] | Time 0.518 | Data 0.095 | Loss 0.2320 | IoU 0.467 [2021-06-12 10:48:11,706][root][INFO] - Lr: 6.881e-03 | Epoch: [27][70/372] | Time 0.514 | Data 0.091 | Loss 0.2319 | IoU 0.467 [2021-06-12 10:48:16,676][root][INFO] - Lr: 6.878e-03 | Epoch: [27][80/372] | Time 0.512 | Data 0.090 | Loss 0.2318 | IoU 0.467 [2021-06-12 10:48:21,524][root][INFO] - Lr: 6.875e-03 | Epoch: [27][90/372] | Time 0.510 | Data 0.087 | Loss 0.2318 | IoU 0.467 [2021-06-12 10:48:26,374][root][INFO] - Lr: 6.872e-03 | Epoch: [27][100/372] | Time 0.507 | Data 0.085 | Loss 0.2317 | IoU 0.467 [2021-06-12 10:48:31,366][root][INFO] - Lr: 6.869e-03 | Epoch: [27][110/372] | Time 0.506 | Data 0.084 | Loss 0.2316 | IoU 0.467 [2021-06-12 10:48:36,203][root][INFO] - Lr: 6.865e-03 | Epoch: [27][120/372] | Time 0.505 | Data 0.082 | Loss 0.2315 | IoU 0.467 [2021-06-12 10:48:41,108][root][INFO] - Lr: 6.862e-03 | Epoch: [27][130/372] | Time 0.503 | Data 0.081 | Loss 0.2315 | IoU 0.467 [2021-06-12 10:48:45,837][root][INFO] - Lr: 6.859e-03 | Epoch: [27][140/372] | Time 0.501 | Data 0.079 | Loss 0.2314 | IoU 0.467 [2021-06-12 10:48:50,652][root][INFO] - Lr: 6.856e-03 | Epoch: [27][150/372] | Time 0.500 | Data 0.078 | Loss 0.2313 | IoU 0.467 [2021-06-12 10:48:55,510][root][INFO] - Lr: 6.853e-03 | Epoch: [27][160/372] | Time 0.499 | Data 0.077 | Loss 0.2312 | IoU 0.468 [2021-06-12 10:49:00,514][root][INFO] - Lr: 6.850e-03 | Epoch: [27][170/372] | Time 0.499 | Data 0.077 | Loss 0.2312 | IoU 0.468 [2021-06-12 10:49:05,259][root][INFO] - Lr: 6.847e-03 | Epoch: [27][180/372] | Time 0.498 | Data 0.076 | Loss 0.2311 | IoU 0.468 [2021-06-12 10:49:10,034][root][INFO] - Lr: 6.843e-03 | Epoch: [27][190/372] | Time 0.497 | Data 0.075 | Loss 0.2310 | IoU 0.468 [2021-06-12 10:49:14,907][root][INFO] - Lr: 6.840e-03 | Epoch: [27][200/372] | Time 0.496 | Data 0.074 | Loss 0.2309 | IoU 0.468 [2021-06-12 10:49:19,596][root][INFO] - Lr: 6.837e-03 | Epoch: [27][210/372] | Time 0.495 | Data 0.073 | Loss 0.2309 | IoU 0.468 [2021-06-12 10:49:24,470][root][INFO] - Lr: 6.834e-03 | Epoch: [27][220/372] | Time 0.494 | Data 0.073 | Loss 0.2308 | IoU 0.468 [2021-06-12 10:49:29,359][root][INFO] - Lr: 6.831e-03 | Epoch: [27][230/372] | Time 0.494 | Data 0.073 | Loss 0.2307 | IoU 0.468 [2021-06-12 10:49:34,277][root][INFO] - Lr: 6.828e-03 | Epoch: [27][240/372] | Time 0.494 | Data 0.073 | Loss 0.2307 | IoU 0.468 [2021-06-12 10:49:39,073][root][INFO] - Lr: 6.824e-03 | Epoch: [27][250/372] | Time 0.493 | Data 0.072 | Loss 0.2306 | IoU 0.468 [2021-06-12 10:49:43,954][root][INFO] - Lr: 6.821e-03 | Epoch: [27][260/372] | Time 0.493 | Data 0.072 | Loss 0.2305 | IoU 0.468 [2021-06-12 10:49:48,982][root][INFO] - Lr: 6.818e-03 | Epoch: [27][270/372] | Time 0.494 | Data 0.072 | Loss 0.2304 | IoU 0.468 [2021-06-12 10:49:53,922][root][INFO] - Lr: 6.815e-03 | Epoch: [27][280/372] | Time 0.493 | Data 0.072 | Loss 0.2304 | IoU 0.468 [2021-06-12 10:49:58,894][root][INFO] - Lr: 6.812e-03 | Epoch: [27][290/372] | Time 0.494 | Data 0.072 | Loss 0.2303 | IoU 0.469 [2021-06-12 10:50:03,791][root][INFO] - Lr: 6.809e-03 | Epoch: [27][300/372] | Time 0.494 | Data 0.072 | Loss 0.2302 | IoU 0.469 [2021-06-12 10:50:08,703][root][INFO] - Lr: 6.805e-03 | Epoch: [27][310/372] | Time 0.494 | Data 0.072 | Loss 0.2301 | IoU 0.469 [2021-06-12 10:50:13,533][root][INFO] - Lr: 6.802e-03 | Epoch: [27][320/372] | Time 0.493 | Data 0.072 | Loss 0.2301 | IoU 0.469 [2021-06-12 10:50:18,499][root][INFO] - Lr: 6.799e-03 | Epoch: [27][330/372] | Time 0.493 | Data 0.072 | Loss 0.2300 | IoU 0.469 [2021-06-12 10:50:23,390][root][INFO] - Lr: 6.796e-03 | Epoch: [27][340/372] | Time 0.493 | Data 0.071 | Loss 0.2299 | IoU 0.469 [2021-06-12 10:50:28,427][root][INFO] - Lr: 6.793e-03 | Epoch: [27][350/372] | Time 0.493 | Data 0.072 | Loss 0.2299 | IoU 0.469 [2021-06-12 10:50:33,314][root][INFO] - Lr: 6.790e-03 | Epoch: [27][360/372] | Time 0.493 | Data 0.072 | Loss 0.2298 | IoU 0.469 [2021-06-12 10:50:37,977][root][INFO] - Lr: 6.787e-03 | Epoch: [27][370/372] | Time 0.493 | Data 0.071 | Loss 0.2297 | IoU 0.469 [2021-06-12 10:50:40,431][root][INFO] - Lr: 6.786e-03 | Epoch: [28][0/372] | Time 1.749 | Data 1.273 | Loss 0.2297 | IoU 0.469 [2021-06-12 10:50:45,315][root][INFO] - Lr: 6.783e-03 | Epoch: [28][10/372] | Time 0.612 | Data 0.178 | Loss 0.2296 | IoU 0.469 [2021-06-12 10:50:50,178][root][INFO] - Lr: 6.780e-03 | Epoch: [28][20/372] | Time 0.550 | Data 0.122 | Loss 0.2295 | IoU 0.469 [2021-06-12 10:50:55,110][root][INFO] - Lr: 6.776e-03 | Epoch: [28][30/372] | Time 0.530 | Data 0.105 | Loss 0.2295 | IoU 0.469 [2021-06-12 10:51:00,076][root][INFO] - Lr: 6.773e-03 | Epoch: [28][40/372] | Time 0.523 | Data 0.098 | Loss 0.2294 | IoU 0.470 [2021-06-12 10:51:05,129][root][INFO] - Lr: 6.770e-03 | Epoch: [28][50/372] | Time 0.520 | Data 0.094 | Loss 0.2293 | IoU 0.470 [2021-06-12 10:51:09,917][root][INFO] - Lr: 6.767e-03 | Epoch: [28][60/372] | Time 0.513 | Data 0.089 | Loss 0.2293 | IoU 0.470 [2021-06-12 10:51:14,757][root][INFO] - Lr: 6.764e-03 | Epoch: [28][70/372] | Time 0.509 | Data 0.085 | Loss 0.2292 | IoU 0.470 [2021-06-12 10:51:19,614][root][INFO] - Lr: 6.761e-03 | Epoch: [28][80/372] | Time 0.506 | Data 0.083 | Loss 0.2291 | IoU 0.470 [2021-06-12 10:51:24,422][root][INFO] - Lr: 6.758e-03 | Epoch: [28][90/372] | Time 0.504 | Data 0.081 | Loss 0.2291 | IoU 0.470 [2021-06-12 10:51:29,353][root][INFO] - Lr: 6.754e-03 | Epoch: [28][100/372] | Time 0.502 | Data 0.079 | Loss 0.2290 | IoU 0.470 [2021-06-12 10:51:34,210][root][INFO] - Lr: 6.751e-03 | Epoch: [28][110/372] | Time 0.501 | Data 0.078 | Loss 0.2289 | IoU 0.470 [2021-06-12 10:51:39,098][root][INFO] - Lr: 6.748e-03 | Epoch: [28][120/372] | Time 0.500 | Data 0.077 | Loss 0.2288 | IoU 0.470 [2021-06-12 10:51:43,956][root][INFO] - Lr: 6.745e-03 | Epoch: [28][130/372] | Time 0.499 | Data 0.076 | Loss 0.2288 | IoU 0.470 [2021-06-12 10:51:48,738][root][INFO] - Lr: 6.742e-03 | Epoch: [28][140/372] | Time 0.498 | Data 0.075 | Loss 0.2287 | IoU 0.470 [2021-06-12 10:51:53,689][root][INFO] - Lr: 6.739e-03 | Epoch: [28][150/372] | Time 0.497 | Data 0.075 | Loss 0.2286 | IoU 0.470 [2021-06-12 10:51:58,650][root][INFO] - Lr: 6.735e-03 | Epoch: [28][160/372] | Time 0.497 | Data 0.075 | Loss 0.2286 | IoU 0.470 [2021-06-12 10:52:03,502][root][INFO] - Lr: 6.732e-03 | Epoch: [28][170/372] | Time 0.496 | Data 0.074 | Loss 0.2285 | IoU 0.471 [2021-06-12 10:52:08,550][root][INFO] - Lr: 6.729e-03 | Epoch: [28][180/372] | Time 0.497 | Data 0.075 | Loss 0.2284 | IoU 0.471 [2021-06-12 10:52:13,362][root][INFO] - Lr: 6.726e-03 | Epoch: [28][190/372] | Time 0.496 | Data 0.074 | Loss 0.2284 | IoU 0.471 [2021-06-12 10:52:18,227][root][INFO] - Lr: 6.723e-03 | Epoch: [28][200/372] | Time 0.496 | Data 0.074 | Loss 0.2283 | IoU 0.471 [2021-06-12 10:52:23,149][root][INFO] - Lr: 6.720e-03 | Epoch: [28][210/372] | Time 0.495 | Data 0.073 | Loss 0.2282 | IoU 0.471 [2021-06-12 10:52:28,032][root][INFO] - Lr: 6.716e-03 | Epoch: [28][220/372] | Time 0.495 | Data 0.073 | Loss 0.2281 | IoU 0.471 [2021-06-12 10:52:33,077][root][INFO] - Lr: 6.713e-03 | Epoch: [28][230/372] | Time 0.495 | Data 0.073 | Loss 0.2281 | IoU 0.471 [2021-06-12 10:52:37,934][root][INFO] - Lr: 6.710e-03 | Epoch: [28][240/372] | Time 0.495 | Data 0.073 | Loss 0.2280 | IoU 0.471 [2021-06-12 10:52:42,834][root][INFO] - Lr: 6.707e-03 | Epoch: [28][250/372] | Time 0.495 | Data 0.073 | Loss 0.2279 | IoU 0.471 [2021-06-12 10:52:47,762][root][INFO] - Lr: 6.704e-03 | Epoch: [28][260/372] | Time 0.495 | Data 0.073 | Loss 0.2279 | IoU 0.471 [2021-06-12 10:52:52,631][root][INFO] - Lr: 6.701e-03 | Epoch: [28][270/372] | Time 0.495 | Data 0.072 | Loss 0.2278 | IoU 0.471 [2021-06-12 10:52:57,456][root][INFO] - Lr: 6.697e-03 | Epoch: [28][280/372] | Time 0.494 | Data 0.072 | Loss 0.2277 | IoU 0.471 [2021-06-12 10:53:02,318][root][INFO] - Lr: 6.694e-03 | Epoch: [28][290/372] | Time 0.494 | Data 0.072 | Loss 0.2277 | IoU 0.472 [2021-06-12 10:53:07,170][root][INFO] - Lr: 6.691e-03 | Epoch: [28][300/372] | Time 0.494 | Data 0.071 | Loss 0.2276 | IoU 0.472 [2021-06-12 10:53:12,002][root][INFO] - Lr: 6.688e-03 | Epoch: [28][310/372] | Time 0.493 | Data 0.071 | Loss 0.2275 | IoU 0.472 [2021-06-12 10:53:16,866][root][INFO] - Lr: 6.685e-03 | Epoch: [28][320/372] | Time 0.493 | Data 0.071 | Loss 0.2275 | IoU 0.472 [2021-06-12 10:53:21,778][root][INFO] - Lr: 6.682e-03 | Epoch: [28][330/372] | Time 0.493 | Data 0.071 | Loss 0.2274 | IoU 0.472 [2021-06-12 10:53:26,612][root][INFO] - Lr: 6.678e-03 | Epoch: [28][340/372] | Time 0.493 | Data 0.071 | Loss 0.2273 | IoU 0.472 [2021-06-12 10:53:31,462][root][INFO] - Lr: 6.675e-03 | Epoch: [28][350/372] | Time 0.492 | Data 0.070 | Loss 0.2273 | IoU 0.472 [2021-06-12 10:53:36,382][root][INFO] - Lr: 6.672e-03 | Epoch: [28][360/372] | Time 0.492 | Data 0.070 | Loss 0.2272 | IoU 0.472 [2021-06-12 10:53:41,029][root][INFO] - Lr: 6.669e-03 | Epoch: [28][370/372] | Time 0.492 | Data 0.070 | Loss 0.2271 | IoU 0.472 [2021-06-12 10:53:43,372][root][INFO] - Lr: 6.668e-03 | Epoch: [29][0/372] | Time 1.683 | Data 1.254 | Loss 0.2271 | IoU 0.472 [2021-06-12 10:53:48,698][root][INFO] - Lr: 6.665e-03 | Epoch: [29][10/372] | Time 0.642 | Data 0.218 | Loss 0.2270 | IoU 0.472 [2021-06-12 10:53:53,760][root][INFO] - Lr: 6.662e-03 | Epoch: [29][20/372] | Time 0.575 | Data 0.152 | Loss 0.2270 | IoU 0.472 [2021-06-12 10:53:58,608][root][INFO] - Lr: 6.659e-03 | Epoch: [29][30/372] | Time 0.546 | Data 0.124 | Loss 0.2269 | IoU 0.472 [2021-06-12 10:54:03,500][root][INFO] - Lr: 6.656e-03 | Epoch: [29][40/372] | Time 0.532 | Data 0.110 | Loss 0.2268 | IoU 0.472 [2021-06-12 10:54:08,431][root][INFO] - Lr: 6.653e-03 | Epoch: [29][50/372] | Time 0.525 | Data 0.103 | Loss 0.2268 | IoU 0.473 [2021-06-12 10:54:13,322][root][INFO] - Lr: 6.649e-03 | Epoch: [29][60/372] | Time 0.519 | Data 0.097 | Loss 0.2267 | IoU 0.473 [2021-06-12 10:54:18,126][root][INFO] - Lr: 6.646e-03 | Epoch: [29][70/372] | Time 0.514 | Data 0.092 | Loss 0.2266 | IoU 0.473 [2021-06-12 10:54:23,250][root][INFO] - Lr: 6.643e-03 | Epoch: [29][80/372] | Time 0.513 | Data 0.090 | Loss 0.2265 | IoU 0.473 [2021-06-12 10:54:28,125][root][INFO] - Lr: 6.640e-03 | Epoch: [29][90/372] | Time 0.511 | Data 0.089 | Loss 0.2265 | IoU 0.473 [2021-06-12 10:54:32,980][root][INFO] - Lr: 6.637e-03 | Epoch: [29][100/372] | Time 0.508 | Data 0.086 | Loss 0.2264 | IoU 0.473 [2021-06-12 10:54:37,897][root][INFO] - Lr: 6.634e-03 | Epoch: [29][110/372] | Time 0.507 | Data 0.085 | Loss 0.2263 | IoU 0.473 [2021-06-12 10:54:42,650][root][INFO] - Lr: 6.630e-03 | Epoch: [29][120/372] | Time 0.504 | Data 0.082 | Loss 0.2263 | IoU 0.473 [2021-06-12 10:54:47,608][root][INFO] - Lr: 6.627e-03 | Epoch: [29][130/372] | Time 0.504 | Data 0.082 | Loss 0.2262 | IoU 0.473 [2021-06-12 10:54:52,432][root][INFO] - Lr: 6.624e-03 | Epoch: [29][140/372] | Time 0.502 | Data 0.080 | Loss 0.2261 | IoU 0.473 [2021-06-12 10:54:57,369][root][INFO] - Lr: 6.621e-03 | Epoch: [29][150/372] | Time 0.501 | Data 0.080 | Loss 0.2261 | IoU 0.473 [2021-06-12 10:55:02,254][root][INFO] - Lr: 6.618e-03 | Epoch: [29][160/372] | Time 0.501 | Data 0.079 | Loss 0.2260 | IoU 0.473 [2021-06-12 10:55:07,168][root][INFO] - Lr: 6.615e-03 | Epoch: [29][170/372] | Time 0.500 | Data 0.078 | Loss 0.2259 | IoU 0.473 [2021-06-12 10:55:11,997][root][INFO] - Lr: 6.611e-03 | Epoch: [29][180/372] | Time 0.499 | Data 0.077 | Loss 0.2259 | IoU 0.474 [2021-06-12 10:55:16,880][root][INFO] - Lr: 6.608e-03 | Epoch: [29][190/372] | Time 0.498 | Data 0.077 | Loss 0.2258 | IoU 0.474 [2021-06-12 10:55:21,730][root][INFO] - Lr: 6.605e-03 | Epoch: [29][200/372] | Time 0.498 | Data 0.076 | Loss 0.2257 | IoU 0.474 [2021-06-12 10:55:26,666][root][INFO] - Lr: 6.602e-03 | Epoch: [29][210/372] | Time 0.498 | Data 0.076 | Loss 0.2257 | IoU 0.474 [2021-06-12 10:55:31,602][root][INFO] - Lr: 6.599e-03 | Epoch: [29][220/372] | Time 0.498 | Data 0.076 | Loss 0.2256 | IoU 0.474 [2021-06-12 10:55:36,376][root][INFO] - Lr: 6.596e-03 | Epoch: [29][230/372] | Time 0.497 | Data 0.075 | Loss 0.2255 | IoU 0.474 [2021-06-12 10:55:41,320][root][INFO] - Lr: 6.592e-03 | Epoch: [29][240/372] | Time 0.497 | Data 0.075 | Loss 0.2255 | IoU 0.474 [2021-06-12 10:55:46,129][root][INFO] - Lr: 6.589e-03 | Epoch: [29][250/372] | Time 0.496 | Data 0.074 | Loss 0.2254 | IoU 0.474 [2021-06-12 10:55:51,038][root][INFO] - Lr: 6.586e-03 | Epoch: [29][260/372] | Time 0.496 | Data 0.074 | Loss 0.2253 | IoU 0.474 [2021-06-12 10:55:55,913][root][INFO] - Lr: 6.583e-03 | Epoch: [29][270/372] | Time 0.495 | Data 0.074 | Loss 0.2253 | IoU 0.474 [2021-06-12 10:56:00,762][root][INFO] - Lr: 6.580e-03 | Epoch: [29][280/372] | Time 0.495 | Data 0.073 | Loss 0.2252 | IoU 0.474 [2021-06-12 10:56:05,731][root][INFO] - Lr: 6.577e-03 | Epoch: [29][290/372] | Time 0.495 | Data 0.073 | Loss 0.2251 | IoU 0.474 [2021-06-12 10:56:10,725][root][INFO] - Lr: 6.573e-03 | Epoch: [29][300/372] | Time 0.495 | Data 0.074 | Loss 0.2251 | IoU 0.474 [2021-06-12 10:56:15,698][root][INFO] - Lr: 6.570e-03 | Epoch: [29][310/372] | Time 0.495 | Data 0.073 | Loss 0.2250 | IoU 0.475 [2021-06-12 10:56:20,570][root][INFO] - Lr: 6.567e-03 | Epoch: [29][320/372] | Time 0.495 | Data 0.073 | Loss 0.2249 | IoU 0.475 [2021-06-12 10:56:25,456][root][INFO] - Lr: 6.564e-03 | Epoch: [29][330/372] | Time 0.495 | Data 0.073 | Loss 0.2249 | IoU 0.475 [2021-06-12 10:56:30,294][root][INFO] - Lr: 6.561e-03 | Epoch: [29][340/372] | Time 0.495 | Data 0.073 | Loss 0.2248 | IoU 0.475 [2021-06-12 10:56:35,184][root][INFO] - Lr: 6.558e-03 | Epoch: [29][350/372] | Time 0.494 | Data 0.073 | Loss 0.2248 | IoU 0.475 [2021-06-12 10:56:40,002][root][INFO] - Lr: 6.554e-03 | Epoch: [29][360/372] | Time 0.494 | Data 0.072 | Loss 0.2247 | IoU 0.475 [2021-06-12 10:56:44,693][root][INFO] - Lr: 6.551e-03 | Epoch: [29][370/372] | Time 0.493 | Data 0.072 | Loss 0.2246 | IoU 0.475 [2021-06-12 10:56:47,102][root][INFO] - Lr: 6.551e-03 | Epoch: [30][0/372] | Time 1.697 | Data 1.268 | Loss 0.2246 | IoU 0.475 [2021-06-12 10:56:52,439][root][INFO] - Lr: 6.547e-03 | Epoch: [30][10/372] | Time 0.649 | Data 0.223 | Loss 0.2246 | IoU 0.475 [2021-06-12 10:56:57,322][root][INFO] - Lr: 6.544e-03 | Epoch: [30][20/372] | Time 0.573 | Data 0.149 | Loss 0.2245 | IoU 0.475 [2021-06-12 10:57:02,214][root][INFO] - Lr: 6.541e-03 | Epoch: [30][30/372] | Time 0.546 | Data 0.123 | Loss 0.2244 | IoU 0.475 [2021-06-12 10:57:07,130][root][INFO] - Lr: 6.538e-03 | Epoch: [30][40/372] | Time 0.532 | Data 0.111 | Loss 0.2244 | IoU 0.475 [2021-06-12 10:57:12,156][root][INFO] - Lr: 6.535e-03 | Epoch: [30][50/372] | Time 0.526 | Data 0.104 | Loss 0.2243 | IoU 0.475 [2021-06-12 10:57:17,254][root][INFO] - Lr: 6.532e-03 | Epoch: [30][60/372] | Time 0.522 | Data 0.100 | Loss 0.2243 | IoU 0.475 [2021-06-12 10:57:22,155][root][INFO] - Lr: 6.528e-03 | Epoch: [30][70/372] | Time 0.519 | Data 0.096 | Loss 0.2242 | IoU 0.476 [2021-06-12 10:57:26,997][root][INFO] - Lr: 6.525e-03 | Epoch: [30][80/372] | Time 0.514 | Data 0.091 | Loss 0.2241 | IoU 0.476 [2021-06-12 10:57:31,984][root][INFO] - Lr: 6.522e-03 | Epoch: [30][90/372] | Time 0.513 | Data 0.090 | Loss 0.2241 | IoU 0.476 [2021-06-12 10:57:37,167][root][INFO] - Lr: 6.519e-03 | Epoch: [30][100/372] | Time 0.513 | Data 0.090 | Loss 0.2240 | IoU 0.476 [2021-06-12 10:57:42,202][root][INFO] - Lr: 6.516e-03 | Epoch: [30][110/372] | Time 0.512 | Data 0.089 | Loss 0.2239 | IoU 0.476 [2021-06-12 10:57:47,354][root][INFO] - Lr: 6.513e-03 | Epoch: [30][120/372] | Time 0.512 | Data 0.089 | Loss 0.2239 | IoU 0.476 [2021-06-12 10:57:52,510][root][INFO] - Lr: 6.509e-03 | Epoch: [30][130/372] | Time 0.513 | Data 0.089 | Loss 0.2238 | IoU 0.476 [2021-06-12 10:57:57,454][root][INFO] - Lr: 6.506e-03 | Epoch: [30][140/372] | Time 0.512 | Data 0.088 | Loss 0.2237 | IoU 0.476 [2021-06-12 10:58:02,561][root][INFO] - Lr: 6.503e-03 | Epoch: [30][150/372] | Time 0.511 | Data 0.087 | Loss 0.2237 | IoU 0.476 [2021-06-12 10:58:07,494][root][INFO] - Lr: 6.500e-03 | Epoch: [30][160/372] | Time 0.511 | Data 0.086 | Loss 0.2236 | IoU 0.476 [2021-06-12 10:58:12,531][root][INFO] - Lr: 6.497e-03 | Epoch: [30][170/372] | Time 0.510 | Data 0.086 | Loss 0.2235 | IoU 0.476 [2021-06-12 10:58:17,716][root][INFO] - Lr: 6.493e-03 | Epoch: [30][180/372] | Time 0.510 | Data 0.086 | Loss 0.2235 | IoU 0.476 [2021-06-12 10:58:22,711][root][INFO] - Lr: 6.490e-03 | Epoch: [30][190/372] | Time 0.510 | Data 0.085 | Loss 0.2234 | IoU 0.476 [2021-06-12 10:58:27,882][root][INFO] - Lr: 6.487e-03 | Epoch: [30][200/372] | Time 0.510 | Data 0.085 | Loss 0.2233 | IoU 0.476 [2021-06-12 10:58:33,093][root][INFO] - Lr: 6.484e-03 | Epoch: [30][210/372] | Time 0.511 | Data 0.086 | Loss 0.2233 | IoU 0.477 [2021-06-12 10:58:38,242][root][INFO] - Lr: 6.481e-03 | Epoch: [30][220/372] | Time 0.511 | Data 0.086 | Loss 0.2232 | IoU 0.477 [2021-06-12 10:58:43,092][root][INFO] - Lr: 6.478e-03 | Epoch: [30][230/372] | Time 0.510 | Data 0.085 | Loss 0.2231 | IoU 0.477 [2021-06-12 10:58:48,363][root][INFO] - Lr: 6.474e-03 | Epoch: [30][240/372] | Time 0.511 | Data 0.085 | Loss 0.2231 | IoU 0.477 [2021-06-12 10:58:53,497][root][INFO] - Lr: 6.471e-03 | Epoch: [30][250/372] | Time 0.511 | Data 0.085 | Loss 0.2230 | IoU 0.477 [2021-06-12 10:58:58,372][root][INFO] - Lr: 6.468e-03 | Epoch: [30][260/372] | Time 0.510 | Data 0.085 | Loss 0.2229 | IoU 0.477 [2021-06-12 10:59:03,494][root][INFO] - Lr: 6.465e-03 | Epoch: [30][270/372] | Time 0.510 | Data 0.085 | Loss 0.2229 | IoU 0.477 [2021-06-12 10:59:08,606][root][INFO] - Lr: 6.462e-03 | Epoch: [30][280/372] | Time 0.510 | Data 0.085 | Loss 0.2228 | IoU 0.477 [2021-06-12 10:59:13,709][root][INFO] - Lr: 6.459e-03 | Epoch: [30][290/372] | Time 0.510 | Data 0.085 | Loss 0.2227 | IoU 0.477 [2021-06-12 10:59:18,909][root][INFO] - Lr: 6.455e-03 | Epoch: [30][300/372] | Time 0.510 | Data 0.085 | Loss 0.2227 | IoU 0.477 [2021-06-12 10:59:23,871][root][INFO] - Lr: 6.452e-03 | Epoch: [30][310/372] | Time 0.510 | Data 0.084 | Loss 0.2226 | IoU 0.477 [2021-06-12 10:59:29,031][root][INFO] - Lr: 6.449e-03 | Epoch: [30][320/372] | Time 0.510 | Data 0.084 | Loss 0.2225 | IoU 0.477 [2021-06-12 10:59:34,241][root][INFO] - Lr: 6.446e-03 | Epoch: [30][330/372] | Time 0.510 | Data 0.084 | Loss 0.2225 | IoU 0.477 [2021-06-12 10:59:39,295][root][INFO] - Lr: 6.443e-03 | Epoch: [30][340/372] | Time 0.510 | Data 0.084 | Loss 0.2224 | IoU 0.477 [2021-06-12 10:59:44,456][root][INFO] - Lr: 6.440e-03 | Epoch: [30][350/372] | Time 0.510 | Data 0.084 | Loss 0.2224 | IoU 0.478 [2021-06-12 10:59:49,499][root][INFO] - Lr: 6.436e-03 | Epoch: [30][360/372] | Time 0.510 | Data 0.084 | Loss 0.2223 | IoU 0.478 [2021-06-12 10:59:54,180][root][INFO] - Lr: 6.433e-03 | Epoch: [30][370/372] | Time 0.509 | Data 0.084 | Loss 0.2222 | IoU 0.478 [2021-06-12 10:59:55,107][root][INFO] - 0/500 [2021-06-12 10:59:55,324][root][INFO] - 1/500 [2021-06-12 10:59:55,402][root][INFO] - 2/500 [2021-06-12 10:59:55,536][root][INFO] - 3/500 [2021-06-12 10:59:55,615][root][INFO] - 4/500 [2021-06-12 10:59:55,703][root][INFO] - 5/500 [2021-06-12 10:59:55,842][root][INFO] - 6/500 [2021-06-12 10:59:55,960][root][INFO] - 7/500 [2021-06-12 10:59:56,100][root][INFO] - 8/500 [2021-06-12 10:59:56,219][root][INFO] - 9/500 [2021-06-12 10:59:56,335][root][INFO] - 10/500 [2021-06-12 10:59:56,408][root][INFO] - 11/500 [2021-06-12 10:59:56,531][root][INFO] - 12/500 [2021-06-12 10:59:56,604][root][INFO] - 13/500 [2021-06-12 10:59:56,678][root][INFO] - 14/500 [2021-06-12 10:59:56,784][root][INFO] - 15/500 [2021-06-12 10:59:56,937][root][INFO] - 16/500 [2021-06-12 10:59:57,047][root][INFO] - 17/500 [2021-06-12 10:59:57,123][root][INFO] - 18/500 [2021-06-12 10:59:57,235][root][INFO] - 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485/500 [2021-06-12 11:00:49,291][root][INFO] - 486/500 [2021-06-12 11:00:49,437][root][INFO] - 487/500 [2021-06-12 11:00:49,510][root][INFO] - 488/500 [2021-06-12 11:00:49,584][root][INFO] - 489/500 [2021-06-12 11:00:49,660][root][INFO] - 490/500 [2021-06-12 11:00:49,793][root][INFO] - 491/500 [2021-06-12 11:00:49,866][root][INFO] - 492/500 [2021-06-12 11:00:49,939][root][INFO] - 493/500 [2021-06-12 11:00:50,013][root][INFO] - 494/500 [2021-06-12 11:00:50,086][root][INFO] - 495/500 [2021-06-12 11:00:50,160][root][INFO] - 496/500 [2021-06-12 11:00:50,234][root][INFO] - 497/500 [2021-06-12 11:00:50,382][root][INFO] - 498/500 [2021-06-12 11:00:50,455][root][INFO] - 499/500 [2021-06-12 11:00:50,658][root][INFO] - Validation set: Time avg per batch 0.112 Loss avg 0.2968 IoU avg 0.528 [2021-06-12 11:00:52,668][root][INFO] - Lr: 6.433e-03 | Epoch: [31][0/372] | Time 1.855 | Data 1.409 | Loss 0.2222 | IoU 0.478 [2021-06-12 11:00:57,771][root][INFO] - Lr: 6.429e-03 | Epoch: [31][10/372] | Time 0.639 | Data 0.202 | Loss 0.2222 | IoU 0.478 [2021-06-12 11:01:02,741][root][INFO] - Lr: 6.426e-03 | Epoch: [31][20/372] | Time 0.571 | Data 0.140 | Loss 0.2221 | IoU 0.478 [2021-06-12 11:01:07,835][root][INFO] - Lr: 6.423e-03 | Epoch: [31][30/372] | Time 0.551 | Data 0.122 | Loss 0.2221 | IoU 0.478 [2021-06-12 11:01:12,970][root][INFO] - Lr: 6.420e-03 | Epoch: [31][40/372] | Time 0.542 | Data 0.115 | Loss 0.2220 | IoU 0.478 [2021-06-12 11:01:17,970][root][INFO] - Lr: 6.417e-03 | Epoch: [31][50/372] | Time 0.534 | Data 0.107 | Loss 0.2219 | IoU 0.478 [2021-06-12 11:01:23,166][root][INFO] - Lr: 6.413e-03 | Epoch: [31][60/372] | Time 0.532 | Data 0.105 | Loss 0.2219 | IoU 0.478 [2021-06-12 11:01:28,357][root][INFO] - Lr: 6.410e-03 | Epoch: [31][70/372] | Time 0.530 | Data 0.104 | Loss 0.2218 | IoU 0.478 [2021-06-12 11:01:33,218][root][INFO] - Lr: 6.407e-03 | Epoch: [31][80/372] | Time 0.524 | Data 0.099 | Loss 0.2217 | IoU 0.478 [2021-06-12 11:01:38,312][root][INFO] - Lr: 6.404e-03 | Epoch: [31][90/372] | Time 0.523 | Data 0.097 | Loss 0.2217 | IoU 0.478 [2021-06-12 11:01:43,289][root][INFO] - Lr: 6.401e-03 | Epoch: [31][100/372] | Time 0.520 | Data 0.095 | Loss 0.2216 | IoU 0.478 [2021-06-12 11:01:48,293][root][INFO] - Lr: 6.398e-03 | Epoch: [31][110/372] | Time 0.519 | Data 0.093 | Loss 0.2215 | IoU 0.479 [2021-06-12 11:01:53,409][root][INFO] - Lr: 6.394e-03 | Epoch: [31][120/372] | Time 0.518 | Data 0.092 | Loss 0.2215 | IoU 0.479 [2021-06-12 11:01:58,297][root][INFO] - Lr: 6.391e-03 | Epoch: [31][130/372] | Time 0.516 | Data 0.090 | Loss 0.2214 | IoU 0.479 [2021-06-12 11:02:03,474][root][INFO] - Lr: 6.388e-03 | Epoch: [31][140/372] | Time 0.516 | Data 0.090 | Loss 0.2213 | IoU 0.479 [2021-06-12 11:02:08,378][root][INFO] - Lr: 6.385e-03 | Epoch: [31][150/372] | Time 0.514 | Data 0.088 | Loss 0.2213 | IoU 0.479 [2021-06-12 11:02:13,321][root][INFO] - Lr: 6.382e-03 | Epoch: [31][160/372] | Time 0.513 | Data 0.087 | Loss 0.2212 | IoU 0.479 [2021-06-12 11:02:18,380][root][INFO] - Lr: 6.379e-03 | Epoch: [31][170/372] | Time 0.512 | Data 0.087 | Loss 0.2212 | IoU 0.479 [2021-06-12 11:02:23,318][root][INFO] - Lr: 6.375e-03 | Epoch: [31][180/372] | Time 0.512 | Data 0.086 | Loss 0.2211 | IoU 0.479 [2021-06-12 11:02:28,252][root][INFO] - Lr: 6.372e-03 | Epoch: [31][190/372] | Time 0.510 | Data 0.085 | Loss 0.2210 | IoU 0.479 [2021-06-12 11:02:33,184][root][INFO] - Lr: 6.369e-03 | Epoch: [31][200/372] | Time 0.510 | Data 0.084 | Loss 0.2210 | IoU 0.479 [2021-06-12 11:02:38,158][root][INFO] - Lr: 6.366e-03 | Epoch: [31][210/372] | Time 0.509 | Data 0.084 | Loss 0.2209 | IoU 0.479 [2021-06-12 11:02:43,168][root][INFO] - Lr: 6.363e-03 | Epoch: [31][220/372] | Time 0.509 | Data 0.084 | Loss 0.2208 | IoU 0.479 [2021-06-12 11:02:48,088][root][INFO] - Lr: 6.359e-03 | Epoch: [31][230/372] | Time 0.508 | Data 0.083 | Loss 0.2208 | IoU 0.479 [2021-06-12 11:02:53,104][root][INFO] - Lr: 6.356e-03 | Epoch: [31][240/372] | Time 0.508 | Data 0.083 | Loss 0.2207 | IoU 0.479 [2021-06-12 11:02:58,214][root][INFO] - Lr: 6.353e-03 | Epoch: [31][250/372] | Time 0.508 | Data 0.083 | Loss 0.2206 | IoU 0.480 [2021-06-12 11:03:03,290][root][INFO] - Lr: 6.350e-03 | Epoch: [31][260/372] | Time 0.508 | Data 0.083 | Loss 0.2206 | IoU 0.480 [2021-06-12 11:03:08,354][root][INFO] - Lr: 6.347e-03 | Epoch: [31][270/372] | Time 0.508 | Data 0.083 | Loss 0.2205 | IoU 0.480 [2021-06-12 11:03:13,232][root][INFO] - Lr: 6.344e-03 | Epoch: [31][280/372] | Time 0.507 | Data 0.082 | Loss 0.2205 | IoU 0.480 [2021-06-12 11:03:18,204][root][INFO] - Lr: 6.340e-03 | Epoch: [31][290/372] | Time 0.507 | Data 0.082 | Loss 0.2204 | IoU 0.480 [2021-06-12 11:03:23,195][root][INFO] - Lr: 6.337e-03 | Epoch: [31][300/372] | Time 0.506 | Data 0.082 | Loss 0.2203 | IoU 0.480 [2021-06-12 11:03:28,152][root][INFO] - Lr: 6.334e-03 | Epoch: [31][310/372] | Time 0.506 | Data 0.082 | Loss 0.2203 | IoU 0.480 [2021-06-12 11:03:33,116][root][INFO] - Lr: 6.331e-03 | Epoch: [31][320/372] | Time 0.506 | Data 0.081 | Loss 0.2202 | IoU 0.480 [2021-06-12 11:03:38,022][root][INFO] - Lr: 6.328e-03 | Epoch: [31][330/372] | Time 0.505 | Data 0.081 | Loss 0.2202 | IoU 0.480 [2021-06-12 11:03:42,949][root][INFO] - Lr: 6.324e-03 | Epoch: [31][340/372] | Time 0.505 | Data 0.081 | Loss 0.2201 | IoU 0.480 [2021-06-12 11:03:47,931][root][INFO] - Lr: 6.321e-03 | Epoch: [31][350/372] | Time 0.505 | Data 0.081 | Loss 0.2200 | IoU 0.480 [2021-06-12 11:03:52,844][root][INFO] - Lr: 6.318e-03 | Epoch: [31][360/372] | Time 0.504 | Data 0.080 | Loss 0.2200 | IoU 0.480 [2021-06-12 11:03:57,547][root][INFO] - Lr: 6.315e-03 | Epoch: [31][370/372] | Time 0.504 | Data 0.080 | Loss 0.2199 | IoU 0.480 [2021-06-12 11:03:59,978][root][INFO] - Lr: 6.314e-03 | Epoch: [32][0/372] | Time 1.820 | Data 1.350 | Loss 0.2199 | IoU 0.480 [2021-06-12 11:04:05,384][root][INFO] - Lr: 6.311e-03 | Epoch: [32][10/372] | Time 0.647 | Data 0.204 | Loss 0.2199 | IoU 0.481 [2021-06-12 11:04:10,449][root][INFO] - Lr: 6.308e-03 | Epoch: [32][20/372] | Time 0.583 | Data 0.148 | Loss 0.2198 | IoU 0.481 [2021-06-12 11:04:15,304][root][INFO] - Lr: 6.305e-03 | Epoch: [32][30/372] | Time 0.553 | Data 0.122 | Loss 0.2197 | IoU 0.481 [2021-06-12 11:04:20,137][root][INFO] - Lr: 6.302e-03 | Epoch: [32][40/372] | Time 0.535 | Data 0.106 | Loss 0.2197 | IoU 0.481 [2021-06-12 11:04:25,116][root][INFO] - Lr: 6.298e-03 | Epoch: [32][50/372] | Time 0.529 | Data 0.101 | Loss 0.2196 | IoU 0.481 [2021-06-12 11:04:30,043][root][INFO] - Lr: 6.295e-03 | Epoch: [32][60/372] | Time 0.523 | Data 0.095 | Loss 0.2196 | IoU 0.481 [2021-06-12 11:04:34,963][root][INFO] - Lr: 6.292e-03 | Epoch: [32][70/372] | Time 0.518 | Data 0.092 | Loss 0.2195 | IoU 0.481 [2021-06-12 11:04:40,038][root][INFO] - Lr: 6.289e-03 | Epoch: [32][80/372] | Time 0.516 | Data 0.090 | Loss 0.2194 | IoU 0.481 [2021-06-12 11:04:45,006][root][INFO] - Lr: 6.286e-03 | Epoch: [32][90/372] | Time 0.514 | Data 0.088 | Loss 0.2194 | IoU 0.481 [2021-06-12 11:04:50,075][root][INFO] - Lr: 6.282e-03 | Epoch: [32][100/372] | Time 0.514 | Data 0.088 | Loss 0.2193 | IoU 0.481 [2021-06-12 11:04:55,261][root][INFO] - Lr: 6.279e-03 | Epoch: [32][110/372] | Time 0.514 | Data 0.088 | Loss 0.2192 | IoU 0.481 [2021-06-12 11:05:00,226][root][INFO] - Lr: 6.276e-03 | Epoch: [32][120/372] | Time 0.513 | Data 0.087 | Loss 0.2192 | IoU 0.481 [2021-06-12 11:05:05,229][root][INFO] - Lr: 6.273e-03 | Epoch: [32][130/372] | Time 0.512 | Data 0.086 | Loss 0.2191 | IoU 0.481 [2021-06-12 11:05:10,407][root][INFO] - Lr: 6.270e-03 | Epoch: [32][140/372] | Time 0.512 | Data 0.086 | Loss 0.2191 | IoU 0.481 [2021-06-12 11:05:15,514][root][INFO] - Lr: 6.267e-03 | Epoch: [32][150/372] | Time 0.512 | Data 0.086 | Loss 0.2190 | IoU 0.481 [2021-06-12 11:05:20,458][root][INFO] - Lr: 6.263e-03 | Epoch: [32][160/372] | Time 0.511 | Data 0.085 | Loss 0.2189 | IoU 0.482 [2021-06-12 11:05:25,522][root][INFO] - Lr: 6.260e-03 | Epoch: [32][170/372] | Time 0.511 | Data 0.085 | Loss 0.2189 | IoU 0.482 [2021-06-12 11:05:30,689][root][INFO] - Lr: 6.257e-03 | Epoch: [32][180/372] | Time 0.511 | Data 0.085 | Loss 0.2188 | IoU 0.482 [2021-06-12 11:05:35,867][root][INFO] - Lr: 6.254e-03 | Epoch: [32][190/372] | Time 0.511 | Data 0.085 | Loss 0.2188 | IoU 0.482 [2021-06-12 11:05:41,003][root][INFO] - Lr: 6.251e-03 | Epoch: [32][200/372] | Time 0.511 | Data 0.085 | Loss 0.2187 | IoU 0.482 [2021-06-12 11:05:46,155][root][INFO] - Lr: 6.247e-03 | Epoch: [32][210/372] | Time 0.512 | Data 0.085 | Loss 0.2186 | IoU 0.482 [2021-06-12 11:05:51,267][root][INFO] - Lr: 6.244e-03 | Epoch: [32][220/372] | Time 0.512 | Data 0.085 | Loss 0.2186 | IoU 0.482 [2021-06-12 11:05:56,305][root][INFO] - Lr: 6.241e-03 | Epoch: [32][230/372] | Time 0.511 | Data 0.085 | Loss 0.2185 | IoU 0.482 [2021-06-12 11:06:01,518][root][INFO] - Lr: 6.238e-03 | Epoch: [32][240/372] | Time 0.512 | Data 0.085 | Loss 0.2185 | IoU 0.482 [2021-06-12 11:06:06,745][root][INFO] - Lr: 6.235e-03 | Epoch: [32][250/372] | Time 0.512 | Data 0.086 | Loss 0.2184 | IoU 0.482 [2021-06-12 11:06:11,872][root][INFO] - Lr: 6.231e-03 | Epoch: [32][260/372] | Time 0.512 | Data 0.086 | Loss 0.2184 | IoU 0.482 [2021-06-12 11:06:17,042][root][INFO] - Lr: 6.228e-03 | Epoch: [32][270/372] | Time 0.512 | Data 0.086 | Loss 0.2183 | IoU 0.482 [2021-06-12 11:06:22,066][root][INFO] - Lr: 6.225e-03 | Epoch: [32][280/372] | Time 0.512 | Data 0.085 | Loss 0.2182 | IoU 0.482 [2021-06-12 11:06:27,202][root][INFO] - Lr: 6.222e-03 | Epoch: [32][290/372] | Time 0.512 | Data 0.085 | Loss 0.2182 | IoU 0.482 [2021-06-12 11:06:32,346][root][INFO] - Lr: 6.219e-03 | Epoch: [32][300/372] | Time 0.512 | Data 0.085 | Loss 0.2181 | IoU 0.482 [2021-06-12 11:06:37,390][root][INFO] - Lr: 6.216e-03 | Epoch: [32][310/372] | Time 0.512 | Data 0.085 | Loss 0.2181 | IoU 0.483 [2021-06-12 11:06:42,455][root][INFO] - Lr: 6.212e-03 | Epoch: [32][320/372] | Time 0.512 | Data 0.085 | Loss 0.2180 | IoU 0.483 [2021-06-12 11:06:47,423][root][INFO] - Lr: 6.209e-03 | Epoch: [32][330/372] | Time 0.511 | Data 0.085 | Loss 0.2179 | IoU 0.483 [2021-06-12 11:06:52,473][root][INFO] - Lr: 6.206e-03 | Epoch: [32][340/372] | Time 0.511 | Data 0.084 | Loss 0.2179 | IoU 0.483 [2021-06-12 11:06:57,509][root][INFO] - Lr: 6.203e-03 | Epoch: [32][350/372] | Time 0.511 | Data 0.084 | Loss 0.2178 | IoU 0.483 [2021-06-12 11:07:02,644][root][INFO] - Lr: 6.200e-03 | Epoch: [32][360/372] | Time 0.511 | Data 0.084 | Loss 0.2178 | IoU 0.483 [2021-06-12 11:07:07,398][root][INFO] - Lr: 6.196e-03 | Epoch: [32][370/372] | Time 0.510 | Data 0.083 | Loss 0.2177 | IoU 0.483 [2021-06-12 11:07:10,006][root][INFO] - Lr: 6.196e-03 | Epoch: [33][0/372] | Time 1.876 | Data 1.397 | Loss 0.2177 | IoU 0.483 [2021-06-12 11:07:15,299][root][INFO] - Lr: 6.193e-03 | Epoch: [33][10/372] | Time 0.656 | Data 0.213 | Loss 0.2176 | IoU 0.483 [2021-06-12 11:07:20,356][root][INFO] - Lr: 6.189e-03 | Epoch: [33][20/372] | Time 0.586 | Data 0.152 | Loss 0.2176 | IoU 0.483 [2021-06-12 11:07:25,502][root][INFO] - Lr: 6.186e-03 | Epoch: [33][30/372] | Time 0.562 | Data 0.130 | Loss 0.2175 | IoU 0.483 [2021-06-12 11:07:30,491][root][INFO] - Lr: 6.183e-03 | Epoch: [33][40/372] | Time 0.546 | Data 0.117 | Loss 0.2175 | IoU 0.483 [2021-06-12 11:07:35,688][root][INFO] - Lr: 6.180e-03 | Epoch: [33][50/372] | Time 0.542 | Data 0.112 | Loss 0.2174 | IoU 0.483 [2021-06-12 11:07:40,889][root][INFO] - Lr: 6.177e-03 | Epoch: [33][60/372] | Time 0.538 | Data 0.109 | Loss 0.2174 | IoU 0.483 [2021-06-12 11:07:45,998][root][INFO] - Lr: 6.173e-03 | Epoch: [33][70/372] | Time 0.534 | Data 0.105 | Loss 0.2173 | IoU 0.483 [2021-06-12 11:07:51,032][root][INFO] - Lr: 6.170e-03 | Epoch: [33][80/372] | Time 0.531 | Data 0.102 | Loss 0.2172 | IoU 0.484 [2021-06-12 11:07:56,190][root][INFO] - Lr: 6.167e-03 | Epoch: [33][90/372] | Time 0.529 | Data 0.100 | Loss 0.2172 | IoU 0.484 [2021-06-12 11:08:01,349][root][INFO] - Lr: 6.164e-03 | Epoch: [33][100/372] | Time 0.528 | Data 0.099 | Loss 0.2171 | IoU 0.484 [2021-06-12 11:08:06,445][root][INFO] - Lr: 6.161e-03 | Epoch: [33][110/372] | Time 0.526 | Data 0.097 | Loss 0.2171 | IoU 0.484 [2021-06-12 11:08:11,589][root][INFO] - Lr: 6.157e-03 | Epoch: [33][120/372] | Time 0.525 | Data 0.096 | Loss 0.2170 | IoU 0.484 [2021-06-12 11:08:16,689][root][INFO] - Lr: 6.154e-03 | Epoch: [33][130/372] | Time 0.524 | Data 0.096 | Loss 0.2169 | IoU 0.484 [2021-06-12 11:08:21,922][root][INFO] - Lr: 6.151e-03 | Epoch: [33][140/372] | Time 0.524 | Data 0.095 | Loss 0.2169 | IoU 0.484 [2021-06-12 11:08:27,050][root][INFO] - Lr: 6.148e-03 | Epoch: [33][150/372] | Time 0.523 | Data 0.095 | Loss 0.2168 | IoU 0.484 [2021-06-12 11:08:32,190][root][INFO] - Lr: 6.145e-03 | Epoch: [33][160/372] | Time 0.522 | Data 0.095 | Loss 0.2168 | IoU 0.484 [2021-06-12 11:08:37,156][root][INFO] - Lr: 6.142e-03 | Epoch: [33][170/372] | Time 0.521 | Data 0.093 | Loss 0.2167 | IoU 0.484 [2021-06-12 11:08:42,291][root][INFO] - Lr: 6.138e-03 | Epoch: [33][180/372] | Time 0.521 | Data 0.093 | Loss 0.2166 | IoU 0.484 [2021-06-12 11:08:47,254][root][INFO] - Lr: 6.135e-03 | Epoch: [33][190/372] | Time 0.519 | Data 0.092 | Loss 0.2166 | IoU 0.484 [2021-06-12 11:08:52,266][root][INFO] - Lr: 6.132e-03 | Epoch: [33][200/372] | Time 0.518 | Data 0.091 | Loss 0.2165 | IoU 0.484 [2021-06-12 11:08:57,388][root][INFO] - Lr: 6.129e-03 | Epoch: [33][210/372] | Time 0.518 | Data 0.090 | Loss 0.2165 | IoU 0.484 [2021-06-12 11:09:02,354][root][INFO] - Lr: 6.126e-03 | Epoch: [33][220/372] | Time 0.517 | Data 0.090 | Loss 0.2164 | IoU 0.484 [2021-06-12 11:09:07,522][root][INFO] - Lr: 6.122e-03 | Epoch: [33][230/372] | Time 0.517 | Data 0.090 | Loss 0.2163 | IoU 0.485 [2021-06-12 11:09:12,516][root][INFO] - Lr: 6.119e-03 | Epoch: [33][240/372] | Time 0.516 | Data 0.089 | Loss 0.2163 | IoU 0.485 [2021-06-12 11:09:17,423][root][INFO] - Lr: 6.116e-03 | Epoch: [33][250/372] | Time 0.515 | Data 0.089 | Loss 0.2162 | IoU 0.485 [2021-06-12 11:09:22,218][root][INFO] - Lr: 6.113e-03 | Epoch: [33][260/372] | Time 0.514 | Data 0.087 | Loss 0.2162 | IoU 0.485 [2021-06-12 11:09:27,234][root][INFO] - Lr: 6.110e-03 | Epoch: [33][270/372] | Time 0.514 | Data 0.087 | Loss 0.2161 | IoU 0.485 [2021-06-12 11:09:32,311][root][INFO] - Lr: 6.106e-03 | Epoch: [33][280/372] | Time 0.513 | Data 0.087 | Loss 0.2161 | IoU 0.485 [2021-06-12 11:09:37,223][root][INFO] - Lr: 6.103e-03 | Epoch: [33][290/372] | Time 0.513 | Data 0.086 | Loss 0.2160 | IoU 0.485 [2021-06-12 11:09:42,324][root][INFO] - Lr: 6.100e-03 | Epoch: [33][300/372] | Time 0.512 | Data 0.086 | Loss 0.2160 | IoU 0.485 [2021-06-12 11:09:47,276][root][INFO] - Lr: 6.097e-03 | Epoch: [33][310/372] | Time 0.512 | Data 0.086 | Loss 0.2159 | IoU 0.485 [2021-06-12 11:09:52,496][root][INFO] - Lr: 6.094e-03 | Epoch: [33][320/372] | Time 0.512 | Data 0.086 | Loss 0.2159 | IoU 0.485 [2021-06-12 11:09:57,539][root][INFO] - Lr: 6.090e-03 | Epoch: [33][330/372] | Time 0.512 | Data 0.086 | Loss 0.2158 | IoU 0.485 [2021-06-12 11:10:02,466][root][INFO] - Lr: 6.087e-03 | Epoch: [33][340/372] | Time 0.511 | Data 0.085 | Loss 0.2158 | IoU 0.485 [2021-06-12 11:10:07,432][root][INFO] - Lr: 6.084e-03 | Epoch: [33][350/372] | Time 0.511 | Data 0.085 | Loss 0.2157 | IoU 0.485 [2021-06-12 11:10:12,299][root][INFO] - Lr: 6.081e-03 | Epoch: [33][360/372] | Time 0.510 | Data 0.085 | Loss 0.2157 | IoU 0.485 [2021-06-12 11:10:17,018][root][INFO] - Lr: 6.078e-03 | Epoch: [33][370/372] | Time 0.509 | Data 0.084 | Loss 0.2156 | IoU 0.486 [2021-06-12 11:10:19,560][root][INFO] - Lr: 6.077e-03 | Epoch: [34][0/372] | Time 1.787 | Data 1.319 | Loss 0.2156 | IoU 0.486 [2021-06-12 11:10:24,834][root][INFO] - Lr: 6.074e-03 | Epoch: [34][10/372] | Time 0.649 | Data 0.216 | Loss 0.2155 | IoU 0.486 [2021-06-12 11:10:29,670][root][INFO] - Lr: 6.071e-03 | Epoch: [34][20/372] | Time 0.573 | Data 0.146 | Loss 0.2155 | IoU 0.486 [2021-06-12 11:10:34,658][root][INFO] - Lr: 6.067e-03 | Epoch: [34][30/372] | Time 0.548 | Data 0.122 | Loss 0.2154 | IoU 0.486 [2021-06-12 11:10:39,635][root][INFO] - Lr: 6.064e-03 | Epoch: [34][40/372] | Time 0.537 | Data 0.111 | Loss 0.2153 | IoU 0.486 [2021-06-12 11:10:44,630][root][INFO] - Lr: 6.061e-03 | Epoch: [34][50/372] | Time 0.529 | Data 0.103 | Loss 0.2153 | IoU 0.486 [2021-06-12 11:10:49,855][root][INFO] - Lr: 6.058e-03 | Epoch: [34][60/372] | Time 0.527 | Data 0.101 | Loss 0.2152 | IoU 0.486 [2021-06-12 11:10:55,045][root][INFO] - Lr: 6.055e-03 | Epoch: [34][70/372] | Time 0.527 | Data 0.101 | Loss 0.2152 | IoU 0.486 [2021-06-12 11:11:00,085][root][INFO] - Lr: 6.051e-03 | Epoch: [34][80/372] | Time 0.524 | Data 0.098 | Loss 0.2151 | IoU 0.486 [2021-06-12 11:11:05,067][root][INFO] - Lr: 6.048e-03 | Epoch: [34][90/372] | Time 0.521 | Data 0.096 | Loss 0.2151 | IoU 0.486 [2021-06-12 11:11:10,069][root][INFO] - Lr: 6.045e-03 | Epoch: [34][100/372] | Time 0.519 | Data 0.093 | Loss 0.2150 | IoU 0.486 [2021-06-12 11:11:15,077][root][INFO] - Lr: 6.042e-03 | Epoch: [34][110/372] | Time 0.518 | Data 0.092 | Loss 0.2150 | IoU 0.486 [2021-06-12 11:11:20,078][root][INFO] - Lr: 6.039e-03 | Epoch: [34][120/372] | Time 0.516 | Data 0.091 | Loss 0.2149 | IoU 0.486 [2021-06-12 11:11:25,166][root][INFO] - Lr: 6.035e-03 | Epoch: [34][130/372] | Time 0.516 | Data 0.090 | Loss 0.2148 | IoU 0.486 [2021-06-12 11:11:30,391][root][INFO] - Lr: 6.032e-03 | Epoch: [34][140/372] | Time 0.516 | Data 0.091 | Loss 0.2148 | IoU 0.486 [2021-06-12 11:11:35,483][root][INFO] - Lr: 6.029e-03 | Epoch: [34][150/372] | Time 0.515 | Data 0.090 | Loss 0.2147 | IoU 0.487 [2021-06-12 11:11:40,570][root][INFO] - Lr: 6.026e-03 | Epoch: [34][160/372] | Time 0.515 | Data 0.090 | Loss 0.2147 | IoU 0.487 [2021-06-12 11:11:45,704][root][INFO] - Lr: 6.023e-03 | Epoch: [34][170/372] | Time 0.515 | Data 0.090 | Loss 0.2146 | IoU 0.487 [2021-06-12 11:11:50,730][root][INFO] - Lr: 6.019e-03 | Epoch: [34][180/372] | Time 0.514 | Data 0.089 | Loss 0.2146 | IoU 0.487 [2021-06-12 11:11:55,975][root][INFO] - Lr: 6.016e-03 | Epoch: [34][190/372] | Time 0.515 | Data 0.089 | Loss 0.2145 | IoU 0.487 [2021-06-12 11:12:01,181][root][INFO] - Lr: 6.013e-03 | Epoch: [34][200/372] | Time 0.515 | Data 0.089 | Loss 0.2145 | IoU 0.487 [2021-06-12 11:12:06,390][root][INFO] - Lr: 6.010e-03 | Epoch: [34][210/372] | Time 0.515 | Data 0.089 | Loss 0.2144 | IoU 0.487 [2021-06-12 11:12:11,327][root][INFO] - Lr: 6.007e-03 | Epoch: [34][220/372] | Time 0.514 | Data 0.089 | Loss 0.2143 | IoU 0.487 [2021-06-12 11:12:16,512][root][INFO] - Lr: 6.003e-03 | Epoch: [34][230/372] | Time 0.515 | Data 0.089 | Loss 0.2143 | IoU 0.487 [2021-06-12 11:12:21,528][root][INFO] - Lr: 6.000e-03 | Epoch: [34][240/372] | Time 0.514 | Data 0.088 | Loss 0.2142 | IoU 0.487 [2021-06-12 11:12:26,589][root][INFO] - Lr: 5.997e-03 | Epoch: [34][250/372] | Time 0.514 | Data 0.088 | Loss 0.2142 | IoU 0.487 [2021-06-12 11:12:31,619][root][INFO] - Lr: 5.994e-03 | Epoch: [34][260/372] | Time 0.513 | Data 0.087 | Loss 0.2141 | IoU 0.487 [2021-06-12 11:12:36,770][root][INFO] - Lr: 5.991e-03 | Epoch: [34][270/372] | Time 0.513 | Data 0.088 | Loss 0.2141 | IoU 0.487 [2021-06-12 11:12:41,971][root][INFO] - Lr: 5.987e-03 | Epoch: [34][280/372] | Time 0.513 | Data 0.087 | Loss 0.2140 | IoU 0.487 [2021-06-12 11:12:47,179][root][INFO] - Lr: 5.984e-03 | Epoch: [34][290/372] | Time 0.514 | Data 0.088 | Loss 0.2140 | IoU 0.487 [2021-06-12 11:12:52,270][root][INFO] - Lr: 5.981e-03 | Epoch: [34][300/372] | Time 0.514 | Data 0.088 | Loss 0.2139 | IoU 0.487 [2021-06-12 11:12:57,442][root][INFO] - Lr: 5.978e-03 | Epoch: [34][310/372] | Time 0.514 | Data 0.088 | Loss 0.2139 | IoU 0.488 [2021-06-12 11:13:02,555][root][INFO] - Lr: 5.975e-03 | Epoch: [34][320/372] | Time 0.514 | Data 0.087 | Loss 0.2138 | IoU 0.488 [2021-06-12 11:13:07,571][root][INFO] - Lr: 5.971e-03 | Epoch: [34][330/372] | Time 0.513 | Data 0.087 | Loss 0.2138 | IoU 0.488 [2021-06-12 11:13:12,721][root][INFO] - Lr: 5.968e-03 | Epoch: [34][340/372] | Time 0.513 | Data 0.087 | Loss 0.2137 | IoU 0.488 [2021-06-12 11:13:17,953][root][INFO] - Lr: 5.965e-03 | Epoch: [34][350/372] | Time 0.514 | Data 0.087 | Loss 0.2137 | IoU 0.488 [2021-06-12 11:13:23,078][root][INFO] - Lr: 5.962e-03 | Epoch: [34][360/372] | Time 0.514 | Data 0.087 | Loss 0.2136 | IoU 0.488 [2021-06-12 11:13:27,904][root][INFO] - Lr: 5.959e-03 | Epoch: [34][370/372] | Time 0.513 | Data 0.086 | Loss 0.2135 | IoU 0.488 [2021-06-12 11:13:30,501][root][INFO] - Lr: 5.958e-03 | Epoch: [35][0/372] | Time 1.893 | Data 1.429 | Loss 0.2135 | IoU 0.488 [2021-06-12 11:13:35,924][root][INFO] - Lr: 5.955e-03 | Epoch: [35][10/372] | Time 0.668 | Data 0.234 | Loss 0.2135 | IoU 0.488 [2021-06-12 11:13:41,093][root][INFO] - Lr: 5.952e-03 | Epoch: [35][20/372] | Time 0.597 | Data 0.167 | Loss 0.2134 | IoU 0.488 [2021-06-12 11:13:46,269][root][INFO] - Lr: 5.948e-03 | Epoch: [35][30/372] | Time 0.571 | Data 0.140 | Loss 0.2134 | IoU 0.488 [2021-06-12 11:13:51,368][root][INFO] - Lr: 5.945e-03 | Epoch: [35][40/372] | Time 0.557 | Data 0.128 | Loss 0.2133 | IoU 0.488 [2021-06-12 11:13:56,447][root][INFO] - Lr: 5.942e-03 | Epoch: [35][50/372] | Time 0.547 | Data 0.119 | Loss 0.2133 | IoU 0.488 [2021-06-12 11:14:01,627][root][INFO] - Lr: 5.939e-03 | Epoch: [35][60/372] | Time 0.542 | Data 0.114 | Loss 0.2132 | IoU 0.488 [2021-06-12 11:14:06,799][root][INFO] - Lr: 5.936e-03 | Epoch: [35][70/372] | Time 0.538 | Data 0.111 | Loss 0.2132 | IoU 0.488 [2021-06-12 11:14:11,882][root][INFO] - Lr: 5.932e-03 | Epoch: [35][80/372] | Time 0.535 | Data 0.107 | Loss 0.2131 | IoU 0.488 [2021-06-12 11:14:16,940][root][INFO] - Lr: 5.929e-03 | Epoch: [35][90/372] | Time 0.531 | Data 0.104 | Loss 0.2130 | IoU 0.488 [2021-06-12 11:14:22,197][root][INFO] - Lr: 5.926e-03 | Epoch: [35][100/372] | Time 0.531 | Data 0.104 | Loss 0.2130 | IoU 0.489 [2021-06-12 11:14:27,241][root][INFO] - Lr: 5.923e-03 | Epoch: [35][110/372] | Time 0.529 | Data 0.102 | Loss 0.2129 | IoU 0.489 [2021-06-12 11:14:32,347][root][INFO] - Lr: 5.920e-03 | Epoch: [35][120/372] | Time 0.527 | Data 0.100 | Loss 0.2129 | IoU 0.489 [2021-06-12 11:14:37,427][root][INFO] - Lr: 5.916e-03 | Epoch: [35][130/372] | Time 0.526 | Data 0.099 | Loss 0.2128 | IoU 0.489 [2021-06-12 11:14:42,570][root][INFO] - Lr: 5.913e-03 | Epoch: [35][140/372] | Time 0.525 | Data 0.098 | Loss 0.2128 | IoU 0.489 [2021-06-12 11:14:47,746][root][INFO] - Lr: 5.910e-03 | Epoch: [35][150/372] | Time 0.525 | Data 0.097 | Loss 0.2127 | IoU 0.489 [2021-06-12 11:14:52,587][root][INFO] - Lr: 5.907e-03 | Epoch: [35][160/372] | Time 0.522 | Data 0.095 | Loss 0.2127 | IoU 0.489 [2021-06-12 11:14:57,465][root][INFO] - Lr: 5.903e-03 | Epoch: [35][170/372] | Time 0.520 | Data 0.093 | Loss 0.2126 | IoU 0.489 [2021-06-12 11:15:02,556][root][INFO] - Lr: 5.900e-03 | Epoch: [35][180/372] | Time 0.520 | Data 0.092 | Loss 0.2126 | IoU 0.489 [2021-06-12 11:15:07,540][root][INFO] - Lr: 5.897e-03 | Epoch: [35][190/372] | Time 0.518 | Data 0.091 | Loss 0.2125 | IoU 0.489 [2021-06-12 11:15:12,407][root][INFO] - Lr: 5.894e-03 | Epoch: [35][200/372] | Time 0.517 | Data 0.090 | Loss 0.2125 | IoU 0.489 [2021-06-12 11:15:17,510][root][INFO] - Lr: 5.891e-03 | Epoch: [35][210/372] | Time 0.516 | Data 0.089 | Loss 0.2124 | IoU 0.489 [2021-06-12 11:15:22,399][root][INFO] - Lr: 5.887e-03 | Epoch: [35][220/372] | Time 0.515 | Data 0.089 | Loss 0.2124 | IoU 0.489 [2021-06-12 11:15:27,509][root][INFO] - Lr: 5.884e-03 | Epoch: [35][230/372] | Time 0.515 | Data 0.088 | Loss 0.2123 | IoU 0.489 [2021-06-12 11:15:32,508][root][INFO] - Lr: 5.881e-03 | Epoch: [35][240/372] | Time 0.514 | Data 0.088 | Loss 0.2123 | IoU 0.489 [2021-06-12 11:15:37,474][root][INFO] - Lr: 5.878e-03 | Epoch: [35][250/372] | Time 0.513 | Data 0.087 | Loss 0.2122 | IoU 0.490 [2021-06-12 11:15:42,348][root][INFO] - Lr: 5.875e-03 | Epoch: [35][260/372] | Time 0.513 | Data 0.086 | Loss 0.2121 | IoU 0.490 [2021-06-12 11:15:47,338][root][INFO] - Lr: 5.871e-03 | Epoch: [35][270/372] | Time 0.512 | Data 0.086 | Loss 0.2121 | IoU 0.490 [2021-06-12 11:15:52,518][root][INFO] - Lr: 5.868e-03 | Epoch: [35][280/372] | Time 0.512 | Data 0.086 | Loss 0.2120 | IoU 0.490 [2021-06-12 11:15:57,530][root][INFO] - Lr: 5.865e-03 | Epoch: [35][290/372] | Time 0.512 | Data 0.086 | Loss 0.2120 | IoU 0.490 [2021-06-12 11:16:02,418][root][INFO] - Lr: 5.862e-03 | Epoch: [35][300/372] | Time 0.511 | Data 0.086 | Loss 0.2119 | IoU 0.490 [2021-06-12 11:16:07,373][root][INFO] - Lr: 5.859e-03 | Epoch: [35][310/372] | Time 0.511 | Data 0.085 | Loss 0.2119 | IoU 0.490 [2021-06-12 11:16:12,579][root][INFO] - Lr: 5.855e-03 | Epoch: [35][320/372] | Time 0.511 | Data 0.085 | Loss 0.2118 | IoU 0.490 [2021-06-12 11:16:17,582][root][INFO] - Lr: 5.852e-03 | Epoch: [35][330/372] | Time 0.511 | Data 0.085 | Loss 0.2118 | IoU 0.490 [2021-06-12 11:16:22,653][root][INFO] - Lr: 5.849e-03 | Epoch: [35][340/372] | Time 0.511 | Data 0.085 | Loss 0.2117 | IoU 0.490 [2021-06-12 11:16:27,670][root][INFO] - Lr: 5.846e-03 | Epoch: [35][350/372] | Time 0.510 | Data 0.085 | Loss 0.2117 | IoU 0.490 [2021-06-12 11:16:32,679][root][INFO] - Lr: 5.843e-03 | Epoch: [35][360/372] | Time 0.510 | Data 0.085 | Loss 0.2116 | IoU 0.490 [2021-06-12 11:16:37,411][root][INFO] - Lr: 5.839e-03 | Epoch: [35][370/372] | Time 0.509 | Data 0.084 | Loss 0.2116 | IoU 0.490 [2021-06-12 11:16:38,307][root][INFO] - 0/500 [2021-06-12 11:16:38,510][root][INFO] - 1/500 [2021-06-12 11:16:38,583][root][INFO] - 2/500 [2021-06-12 11:16:38,692][root][INFO] - 3/500 [2021-06-12 11:16:38,764][root][INFO] - 4/500 [2021-06-12 11:16:38,867][root][INFO] - 5/500 [2021-06-12 11:16:38,965][root][INFO] - 6/500 [2021-06-12 11:16:39,103][root][INFO] - 7/500 [2021-06-12 11:16:39,250][root][INFO] - 8/500 [2021-06-12 11:16:39,359][root][INFO] - 9/500 [2021-06-12 11:16:39,431][root][INFO] - 10/500 [2021-06-12 11:16:39,525][root][INFO] - 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498/500 [2021-06-12 11:17:27,944][root][INFO] - 499/500 [2021-06-12 11:17:28,144][root][INFO] - Validation set: Time avg per batch 0.100 Loss avg 0.3029 IoU avg 0.529 [2021-06-12 11:17:30,054][root][INFO] - Lr: 5.839e-03 | Epoch: [36][0/372] | Time 1.780 | Data 1.321 | Loss 0.2116 | IoU 0.490 [2021-06-12 11:17:35,259][root][INFO] - Lr: 5.835e-03 | Epoch: [36][10/372] | Time 0.638 | Data 0.205 | Loss 0.2115 | IoU 0.490 [2021-06-12 11:17:40,262][root][INFO] - Lr: 5.832e-03 | Epoch: [36][20/372] | Time 0.573 | Data 0.144 | Loss 0.2114 | IoU 0.490 [2021-06-12 11:17:45,202][root][INFO] - Lr: 5.829e-03 | Epoch: [36][30/372] | Time 0.547 | Data 0.121 | Loss 0.2114 | IoU 0.490 [2021-06-12 11:17:50,217][root][INFO] - Lr: 5.826e-03 | Epoch: [36][40/372] | Time 0.537 | Data 0.112 | Loss 0.2113 | IoU 0.491 [2021-06-12 11:17:55,141][root][INFO] - Lr: 5.823e-03 | Epoch: [36][50/372] | Time 0.528 | Data 0.103 | Loss 0.2113 | IoU 0.491 [2021-06-12 11:18:00,201][root][INFO] - Lr: 5.819e-03 | Epoch: [36][60/372] | Time 0.524 | Data 0.100 | Loss 0.2112 | IoU 0.491 [2021-06-12 11:18:05,446][root][INFO] - Lr: 5.816e-03 | Epoch: [36][70/372] | Time 0.525 | Data 0.100 | Loss 0.2112 | IoU 0.491 [2021-06-12 11:18:10,412][root][INFO] - Lr: 5.813e-03 | Epoch: [36][80/372] | Time 0.521 | Data 0.097 | Loss 0.2111 | IoU 0.491 [2021-06-12 11:18:15,446][root][INFO] - Lr: 5.810e-03 | Epoch: [36][90/372] | Time 0.519 | Data 0.095 | Loss 0.2111 | IoU 0.491 [2021-06-12 11:18:20,406][root][INFO] - Lr: 5.807e-03 | Epoch: [36][100/372] | Time 0.517 | Data 0.092 | Loss 0.2110 | IoU 0.491 [2021-06-12 11:18:25,393][root][INFO] - Lr: 5.803e-03 | Epoch: [36][110/372] | Time 0.515 | Data 0.090 | Loss 0.2110 | IoU 0.491 [2021-06-12 11:18:30,545][root][INFO] - Lr: 5.800e-03 | Epoch: [36][120/372] | Time 0.515 | Data 0.090 | Loss 0.2109 | IoU 0.491 [2021-06-12 11:18:35,561][root][INFO] - Lr: 5.797e-03 | Epoch: [36][130/372] | Time 0.514 | Data 0.089 | Loss 0.2109 | IoU 0.491 [2021-06-12 11:18:40,744][root][INFO] - Lr: 5.794e-03 | Epoch: [36][140/372] | Time 0.514 | Data 0.088 | Loss 0.2108 | IoU 0.491 [2021-06-12 11:18:45,980][root][INFO] - Lr: 5.790e-03 | Epoch: [36][150/372] | Time 0.515 | Data 0.088 | Loss 0.2108 | IoU 0.491 [2021-06-12 11:18:51,080][root][INFO] - Lr: 5.787e-03 | Epoch: [36][160/372] | Time 0.515 | Data 0.088 | Loss 0.2107 | IoU 0.491 [2021-06-12 11:18:56,166][root][INFO] - Lr: 5.784e-03 | Epoch: [36][170/372] | Time 0.514 | Data 0.087 | Loss 0.2107 | IoU 0.491 [2021-06-12 11:19:01,385][root][INFO] - Lr: 5.781e-03 | Epoch: [36][180/372] | Time 0.515 | Data 0.087 | Loss 0.2106 | IoU 0.491 [2021-06-12 11:19:06,616][root][INFO] - Lr: 5.778e-03 | Epoch: [36][190/372] | Time 0.515 | Data 0.087 | Loss 0.2106 | IoU 0.491 [2021-06-12 11:19:11,711][root][INFO] - Lr: 5.774e-03 | Epoch: [36][200/372] | Time 0.515 | Data 0.087 | Loss 0.2105 | IoU 0.491 [2021-06-12 11:19:16,848][root][INFO] - Lr: 5.771e-03 | Epoch: [36][210/372] | Time 0.515 | Data 0.087 | Loss 0.2105 | IoU 0.492 [2021-06-12 11:19:22,016][root][INFO] - Lr: 5.768e-03 | Epoch: [36][220/372] | Time 0.515 | Data 0.087 | Loss 0.2104 | IoU 0.492 [2021-06-12 11:19:27,155][root][INFO] - Lr: 5.765e-03 | Epoch: [36][230/372] | Time 0.515 | Data 0.087 | Loss 0.2104 | IoU 0.492 [2021-06-12 11:19:32,257][root][INFO] - Lr: 5.762e-03 | Epoch: [36][240/372] | Time 0.515 | Data 0.087 | Loss 0.2103 | IoU 0.492 [2021-06-12 11:19:37,153][root][INFO] - Lr: 5.758e-03 | Epoch: [36][250/372] | Time 0.514 | Data 0.087 | Loss 0.2103 | IoU 0.492 [2021-06-12 11:19:42,274][root][INFO] - Lr: 5.755e-03 | Epoch: [36][260/372] | Time 0.513 | Data 0.086 | Loss 0.2102 | IoU 0.492 [2021-06-12 11:19:47,434][root][INFO] - Lr: 5.752e-03 | Epoch: [36][270/372] | Time 0.514 | Data 0.087 | Loss 0.2102 | IoU 0.492 [2021-06-12 11:19:52,403][root][INFO] - Lr: 5.749e-03 | Epoch: [36][280/372] | Time 0.513 | Data 0.086 | Loss 0.2101 | IoU 0.492 [2021-06-12 11:19:57,470][root][INFO] - Lr: 5.745e-03 | Epoch: [36][290/372] | Time 0.513 | Data 0.086 | Loss 0.2101 | IoU 0.492 [2021-06-12 11:20:02,572][root][INFO] - Lr: 5.742e-03 | Epoch: [36][300/372] | Time 0.513 | Data 0.086 | Loss 0.2100 | IoU 0.492 [2021-06-12 11:20:07,682][root][INFO] - Lr: 5.739e-03 | Epoch: [36][310/372] | Time 0.513 | Data 0.086 | Loss 0.2100 | IoU 0.492 [2021-06-12 11:20:12,794][root][INFO] - Lr: 5.736e-03 | Epoch: [36][320/372] | Time 0.513 | Data 0.086 | Loss 0.2099 | IoU 0.492 [2021-06-12 11:20:17,857][root][INFO] - Lr: 5.733e-03 | Epoch: [36][330/372] | Time 0.512 | Data 0.086 | Loss 0.2099 | IoU 0.492 [2021-06-12 11:20:22,898][root][INFO] - Lr: 5.729e-03 | Epoch: [36][340/372] | Time 0.512 | Data 0.085 | Loss 0.2098 | IoU 0.492 [2021-06-12 11:20:27,969][root][INFO] - Lr: 5.726e-03 | Epoch: [36][350/372] | Time 0.512 | Data 0.085 | Loss 0.2098 | IoU 0.492 [2021-06-12 11:20:33,039][root][INFO] - Lr: 5.723e-03 | Epoch: [36][360/372] | Time 0.512 | Data 0.085 | Loss 0.2097 | IoU 0.492 [2021-06-12 11:20:37,722][root][INFO] - Lr: 5.720e-03 | Epoch: [36][370/372] | Time 0.511 | Data 0.084 | Loss 0.2097 | IoU 0.492 [2021-06-12 11:20:40,246][root][INFO] - Lr: 5.719e-03 | Epoch: [37][0/372] | Time 1.810 | Data 1.342 | Loss 0.2096 | IoU 0.493 [2021-06-12 11:20:45,696][root][INFO] - Lr: 5.716e-03 | Epoch: [37][10/372] | Time 0.665 | Data 0.223 | Loss 0.2096 | IoU 0.493 [2021-06-12 11:20:50,857][root][INFO] - Lr: 5.713e-03 | Epoch: [37][20/372] | Time 0.594 | Data 0.161 | Loss 0.2095 | IoU 0.493 [2021-06-12 11:20:55,898][root][INFO] - Lr: 5.709e-03 | Epoch: [37][30/372] | Time 0.566 | Data 0.136 | Loss 0.2095 | IoU 0.493 [2021-06-12 11:21:01,123][root][INFO] - Lr: 5.706e-03 | Epoch: [37][40/372] | Time 0.556 | Data 0.126 | Loss 0.2094 | IoU 0.493 [2021-06-12 11:21:06,370][root][INFO] - Lr: 5.703e-03 | Epoch: [37][50/372] | Time 0.548 | Data 0.120 | Loss 0.2094 | IoU 0.493 [2021-06-12 11:21:11,342][root][INFO] - Lr: 5.700e-03 | Epoch: [37][60/372] | Time 0.540 | Data 0.112 | Loss 0.2093 | IoU 0.493 [2021-06-12 11:21:16,582][root][INFO] - Lr: 5.697e-03 | Epoch: [37][70/372] | Time 0.537 | Data 0.110 | Loss 0.2093 | IoU 0.493 [2021-06-12 11:21:21,756][root][INFO] - Lr: 5.693e-03 | Epoch: [37][80/372] | Time 0.535 | Data 0.107 | Loss 0.2092 | IoU 0.493 [2021-06-12 11:21:26,841][root][INFO] - Lr: 5.690e-03 | Epoch: [37][90/372] | Time 0.532 | Data 0.104 | Loss 0.2092 | IoU 0.493 [2021-06-12 11:21:31,867][root][INFO] - Lr: 5.687e-03 | Epoch: [37][100/372] | Time 0.529 | Data 0.101 | Loss 0.2092 | IoU 0.493 [2021-06-12 11:21:37,011][root][INFO] - Lr: 5.684e-03 | Epoch: [37][110/372] | Time 0.528 | Data 0.100 | Loss 0.2091 | IoU 0.493 [2021-06-12 11:21:41,913][root][INFO] - Lr: 5.680e-03 | Epoch: [37][120/372] | Time 0.524 | Data 0.097 | Loss 0.2091 | IoU 0.493 [2021-06-12 11:21:47,080][root][INFO] - Lr: 5.677e-03 | Epoch: [37][130/372] | Time 0.524 | Data 0.097 | Loss 0.2090 | IoU 0.493 [2021-06-12 11:21:52,311][root][INFO] - Lr: 5.674e-03 | Epoch: [37][140/372] | Time 0.524 | Data 0.097 | Loss 0.2089 | IoU 0.493 [2021-06-12 11:21:57,406][root][INFO] - Lr: 5.671e-03 | Epoch: [37][150/372] | Time 0.523 | Data 0.096 | Loss 0.2089 | IoU 0.493 [2021-06-12 11:22:02,397][root][INFO] - Lr: 5.668e-03 | Epoch: [37][160/372] | Time 0.522 | Data 0.095 | Loss 0.2089 | IoU 0.494 [2021-06-12 11:22:07,544][root][INFO] - Lr: 5.664e-03 | Epoch: [37][170/372] | Time 0.521 | Data 0.094 | Loss 0.2088 | IoU 0.494 [2021-06-12 11:22:12,570][root][INFO] - Lr: 5.661e-03 | Epoch: [37][180/372] | Time 0.521 | Data 0.094 | Loss 0.2088 | IoU 0.494 [2021-06-12 11:22:17,574][root][INFO] - Lr: 5.658e-03 | Epoch: [37][190/372] | Time 0.519 | Data 0.092 | Loss 0.2087 | IoU 0.494 [2021-06-12 11:22:22,670][root][INFO] - Lr: 5.655e-03 | Epoch: [37][200/372] | Time 0.519 | Data 0.092 | Loss 0.2087 | IoU 0.494 [2021-06-12 11:22:27,746][root][INFO] - Lr: 5.651e-03 | Epoch: [37][210/372] | Time 0.518 | Data 0.092 | Loss 0.2086 | IoU 0.494 [2021-06-12 11:22:32,681][root][INFO] - Lr: 5.648e-03 | Epoch: [37][220/372] | Time 0.517 | Data 0.091 | Loss 0.2086 | IoU 0.494 [2021-06-12 11:22:37,644][root][INFO] - Lr: 5.645e-03 | Epoch: [37][230/372] | Time 0.516 | Data 0.090 | Loss 0.2085 | IoU 0.494 [2021-06-12 11:22:42,582][root][INFO] - Lr: 5.642e-03 | Epoch: [37][240/372] | Time 0.515 | Data 0.089 | Loss 0.2084 | IoU 0.494 [2021-06-12 11:22:47,551][root][INFO] - Lr: 5.639e-03 | Epoch: [37][250/372] | Time 0.515 | Data 0.089 | Loss 0.2084 | IoU 0.494 [2021-06-12 11:22:52,602][root][INFO] - Lr: 5.635e-03 | Epoch: [37][260/372] | Time 0.514 | Data 0.088 | Loss 0.2083 | IoU 0.494 [2021-06-12 11:22:57,610][root][INFO] - Lr: 5.632e-03 | Epoch: [37][270/372] | Time 0.514 | Data 0.088 | Loss 0.2083 | IoU 0.494 [2021-06-12 11:23:02,560][root][INFO] - Lr: 5.629e-03 | Epoch: [37][280/372] | Time 0.513 | Data 0.087 | Loss 0.2082 | IoU 0.494 [2021-06-12 11:23:07,714][root][INFO] - Lr: 5.626e-03 | Epoch: [37][290/372] | Time 0.513 | Data 0.087 | Loss 0.2082 | IoU 0.494 [2021-06-12 11:23:12,662][root][INFO] - Lr: 5.622e-03 | Epoch: [37][300/372] | Time 0.513 | Data 0.086 | Loss 0.2082 | IoU 0.494 [2021-06-12 11:23:17,549][root][INFO] - Lr: 5.619e-03 | Epoch: [37][310/372] | Time 0.512 | Data 0.086 | Loss 0.2081 | IoU 0.494 [2021-06-12 11:23:22,486][root][INFO] - Lr: 5.616e-03 | Epoch: [37][320/372] | Time 0.511 | Data 0.085 | Loss 0.2081 | IoU 0.494 [2021-06-12 11:23:27,378][root][INFO] - Lr: 5.613e-03 | Epoch: [37][330/372] | Time 0.510 | Data 0.085 | Loss 0.2080 | IoU 0.495 [2021-06-12 11:23:32,373][root][INFO] - Lr: 5.610e-03 | Epoch: [37][340/372] | Time 0.510 | Data 0.084 | Loss 0.2080 | IoU 0.495 [2021-06-12 11:23:37,353][root][INFO] - Lr: 5.606e-03 | Epoch: [37][350/372] | Time 0.510 | Data 0.084 | Loss 0.2079 | IoU 0.495 [2021-06-12 11:23:42,361][root][INFO] - Lr: 5.603e-03 | Epoch: [37][360/372] | Time 0.510 | Data 0.084 | Loss 0.2079 | IoU 0.495 [2021-06-12 11:23:47,087][root][INFO] - Lr: 5.600e-03 | Epoch: [37][370/372] | Time 0.509 | Data 0.083 | Loss 0.2078 | IoU 0.495 [2021-06-12 11:23:49,598][root][INFO] - Lr: 5.599e-03 | Epoch: [38][0/372] | Time 1.792 | Data 1.336 | Loss 0.2078 | IoU 0.495 [2021-06-12 11:23:54,958][root][INFO] - Lr: 5.596e-03 | Epoch: [38][10/372] | Time 0.658 | Data 0.228 | Loss 0.2078 | IoU 0.495 [2021-06-12 11:24:00,178][root][INFO] - Lr: 5.593e-03 | Epoch: [38][20/372] | Time 0.592 | Data 0.163 | Loss 0.2077 | IoU 0.495 [2021-06-12 11:24:05,153][root][INFO] - Lr: 5.590e-03 | Epoch: [38][30/372] | Time 0.563 | Data 0.133 | Loss 0.2077 | IoU 0.495 [2021-06-12 11:24:10,098][root][INFO] - Lr: 5.586e-03 | Epoch: [38][40/372] | Time 0.546 | Data 0.118 | Loss 0.2076 | IoU 0.495 [2021-06-12 11:24:15,117][root][INFO] - Lr: 5.583e-03 | Epoch: [38][50/372] | Time 0.537 | Data 0.109 | Loss 0.2076 | IoU 0.495 [2021-06-12 11:24:20,110][root][INFO] - Lr: 5.580e-03 | Epoch: [38][60/372] | Time 0.531 | Data 0.104 | Loss 0.2075 | IoU 0.495 [2021-06-12 11:24:25,090][root][INFO] - Lr: 5.577e-03 | Epoch: [38][70/372] | Time 0.526 | Data 0.099 | Loss 0.2074 | IoU 0.495 [2021-06-12 11:24:30,208][root][INFO] - Lr: 5.573e-03 | Epoch: [38][80/372] | Time 0.524 | Data 0.098 | Loss 0.2074 | IoU 0.495 [2021-06-12 11:24:35,235][root][INFO] - Lr: 5.570e-03 | Epoch: [38][90/372] | Time 0.522 | Data 0.095 | Loss 0.2074 | IoU 0.495 [2021-06-12 11:24:40,082][root][INFO] - Lr: 5.567e-03 | Epoch: [38][100/372] | Time 0.519 | Data 0.092 | Loss 0.2073 | IoU 0.495 [2021-06-12 11:24:45,122][root][INFO] - Lr: 5.564e-03 | Epoch: [38][110/372] | Time 0.517 | Data 0.091 | Loss 0.2073 | IoU 0.495 [2021-06-12 11:24:50,201][root][INFO] - Lr: 5.561e-03 | Epoch: [38][120/372] | Time 0.516 | Data 0.089 | Loss 0.2072 | IoU 0.496 [2021-06-12 11:24:55,417][root][INFO] - Lr: 5.557e-03 | Epoch: [38][130/372] | Time 0.516 | Data 0.090 | Loss 0.2072 | IoU 0.496 [2021-06-12 11:25:00,548][root][INFO] - Lr: 5.554e-03 | Epoch: [38][140/372] | Time 0.516 | Data 0.090 | Loss 0.2071 | IoU 0.496 [2021-06-12 11:25:05,518][root][INFO] - Lr: 5.551e-03 | Epoch: [38][150/372] | Time 0.515 | Data 0.089 | Loss 0.2071 | IoU 0.496 [2021-06-12 11:25:10,282][root][INFO] - Lr: 5.548e-03 | Epoch: [38][160/372] | Time 0.513 | Data 0.087 | Loss 0.2070 | IoU 0.496 [2021-06-12 11:25:15,343][root][INFO] - Lr: 5.544e-03 | Epoch: [38][170/372] | Time 0.512 | Data 0.086 | Loss 0.2070 | IoU 0.496 [2021-06-12 11:25:20,553][root][INFO] - Lr: 5.541e-03 | Epoch: [38][180/372] | Time 0.513 | Data 0.086 | Loss 0.2069 | IoU 0.496 [2021-06-12 11:25:25,534][root][INFO] - Lr: 5.538e-03 | Epoch: [38][190/372] | Time 0.512 | Data 0.086 | Loss 0.2069 | IoU 0.496 [2021-06-12 11:25:30,762][root][INFO] - Lr: 5.535e-03 | Epoch: [38][200/372] | Time 0.512 | Data 0.086 | Loss 0.2068 | IoU 0.496 [2021-06-12 11:25:35,862][root][INFO] - Lr: 5.531e-03 | Epoch: [38][210/372] | Time 0.512 | Data 0.086 | Loss 0.2068 | IoU 0.496 [2021-06-12 11:25:41,040][root][INFO] - Lr: 5.528e-03 | Epoch: [38][220/372] | Time 0.513 | Data 0.086 | Loss 0.2067 | IoU 0.496 [2021-06-12 11:25:46,203][root][INFO] - Lr: 5.525e-03 | Epoch: [38][230/372] | Time 0.513 | Data 0.087 | Loss 0.2067 | IoU 0.496 [2021-06-12 11:25:51,196][root][INFO] - Lr: 5.522e-03 | Epoch: [38][240/372] | Time 0.512 | Data 0.086 | Loss 0.2066 | IoU 0.496 [2021-06-12 11:25:56,282][root][INFO] - Lr: 5.519e-03 | Epoch: [38][250/372] | Time 0.512 | Data 0.086 | Loss 0.2066 | IoU 0.496 [2021-06-12 11:26:01,265][root][INFO] - Lr: 5.515e-03 | Epoch: [38][260/372] | Time 0.512 | Data 0.085 | Loss 0.2066 | IoU 0.496 [2021-06-12 11:26:06,225][root][INFO] - Lr: 5.512e-03 | Epoch: [38][270/372] | Time 0.511 | Data 0.085 | Loss 0.2065 | IoU 0.496 [2021-06-12 11:26:11,262][root][INFO] - Lr: 5.509e-03 | Epoch: [38][280/372] | Time 0.511 | Data 0.085 | Loss 0.2065 | IoU 0.497 [2021-06-12 11:26:16,313][root][INFO] - Lr: 5.506e-03 | Epoch: [38][290/372] | Time 0.511 | Data 0.084 | Loss 0.2064 | IoU 0.497 [2021-06-12 11:26:21,422][root][INFO] - Lr: 5.502e-03 | Epoch: [38][300/372] | Time 0.511 | Data 0.084 | Loss 0.2064 | IoU 0.497 [2021-06-12 11:26:26,499][root][INFO] - Lr: 5.499e-03 | Epoch: [38][310/372] | Time 0.511 | Data 0.084 | Loss 0.2063 | IoU 0.497 [2021-06-12 11:26:31,614][root][INFO] - Lr: 5.496e-03 | Epoch: [38][320/372] | Time 0.510 | Data 0.084 | Loss 0.2063 | IoU 0.497 [2021-06-12 11:26:36,645][root][INFO] - Lr: 5.493e-03 | Epoch: [38][330/372] | Time 0.510 | Data 0.084 | Loss 0.2062 | IoU 0.497 [2021-06-12 11:26:41,846][root][INFO] - Lr: 5.489e-03 | Epoch: [38][340/372] | Time 0.511 | Data 0.084 | Loss 0.2062 | IoU 0.497 [2021-06-12 11:26:46,950][root][INFO] - Lr: 5.486e-03 | Epoch: [38][350/372] | Time 0.511 | Data 0.084 | Loss 0.2061 | IoU 0.497 [2021-06-12 11:26:52,030][root][INFO] - Lr: 5.483e-03 | Epoch: [38][360/372] | Time 0.511 | Data 0.084 | Loss 0.2061 | IoU 0.497 [2021-06-12 11:26:56,770][root][INFO] - Lr: 5.480e-03 | Epoch: [38][370/372] | Time 0.510 | Data 0.083 | Loss 0.2060 | IoU 0.497 [2021-06-12 11:26:59,317][root][INFO] - Lr: 5.479e-03 | Epoch: [39][0/372] | Time 1.871 | Data 1.391 | Loss 0.2060 | IoU 0.497 [2021-06-12 11:27:04,539][root][INFO] - Lr: 5.476e-03 | Epoch: [39][10/372] | Time 0.643 | Data 0.205 | Loss 0.2060 | IoU 0.497 [2021-06-12 11:27:09,527][root][INFO] - Lr: 5.473e-03 | Epoch: [39][20/372] | Time 0.578 | Data 0.145 | Loss 0.2059 | IoU 0.497 [2021-06-12 11:27:14,629][root][INFO] - Lr: 5.469e-03 | Epoch: [39][30/372] | Time 0.553 | Data 0.122 | Loss 0.2059 | IoU 0.497 [2021-06-12 11:27:19,682][root][INFO] - Lr: 5.466e-03 | Epoch: [39][40/372] | Time 0.543 | Data 0.113 | Loss 0.2058 | IoU 0.497 [2021-06-12 11:27:24,821][root][INFO] - Lr: 5.463e-03 | Epoch: [39][50/372] | Time 0.537 | Data 0.107 | Loss 0.2058 | IoU 0.497 [2021-06-12 11:27:29,963][root][INFO] - Lr: 5.460e-03 | Epoch: [39][60/372] | Time 0.534 | Data 0.104 | Loss 0.2057 | IoU 0.497 [2021-06-12 11:27:35,053][root][INFO] - Lr: 5.456e-03 | Epoch: [39][70/372] | Time 0.530 | Data 0.100 | Loss 0.2057 | IoU 0.497 [2021-06-12 11:27:40,114][root][INFO] - Lr: 5.453e-03 | Epoch: [39][80/372] | Time 0.527 | Data 0.098 | Loss 0.2056 | IoU 0.497 [2021-06-12 11:27:45,258][root][INFO] - Lr: 5.450e-03 | Epoch: [39][90/372] | Time 0.526 | Data 0.097 | Loss 0.2056 | IoU 0.498 [2021-06-12 11:27:50,426][root][INFO] - Lr: 5.447e-03 | Epoch: [39][100/372] | Time 0.525 | Data 0.096 | Loss 0.2055 | IoU 0.498 [2021-06-12 11:27:55,581][root][INFO] - Lr: 5.444e-03 | Epoch: [39][110/372] | Time 0.524 | Data 0.096 | Loss 0.2055 | IoU 0.498 [2021-06-12 11:28:00,595][root][INFO] - Lr: 5.440e-03 | Epoch: [39][120/372] | Time 0.522 | Data 0.094 | Loss 0.2054 | IoU 0.498 [2021-06-12 11:28:05,505][root][INFO] - Lr: 5.437e-03 | Epoch: [39][130/372] | Time 0.520 | Data 0.092 | Loss 0.2054 | IoU 0.498 [2021-06-12 11:28:10,617][root][INFO] - Lr: 5.434e-03 | Epoch: [39][140/372] | Time 0.519 | Data 0.091 | Loss 0.2053 | IoU 0.498 [2021-06-12 11:28:15,546][root][INFO] - Lr: 5.431e-03 | Epoch: [39][150/372] | Time 0.517 | Data 0.089 | Loss 0.2053 | IoU 0.498 [2021-06-12 11:28:20,665][root][INFO] - Lr: 5.427e-03 | Epoch: [39][160/372] | Time 0.517 | Data 0.089 | Loss 0.2052 | IoU 0.498 [2021-06-12 11:28:25,821][root][INFO] - Lr: 5.424e-03 | Epoch: [39][170/372] | Time 0.517 | Data 0.089 | Loss 0.2052 | IoU 0.498 [2021-06-12 11:28:30,972][root][INFO] - Lr: 5.421e-03 | Epoch: [39][180/372] | Time 0.517 | Data 0.089 | Loss 0.2052 | IoU 0.498 [2021-06-12 11:28:35,870][root][INFO] - Lr: 5.418e-03 | Epoch: [39][190/372] | Time 0.515 | Data 0.087 | Loss 0.2051 | IoU 0.498 [2021-06-12 11:28:40,914][root][INFO] - Lr: 5.414e-03 | Epoch: [39][200/372] | Time 0.515 | Data 0.088 | Loss 0.2051 | IoU 0.498 [2021-06-12 11:28:45,969][root][INFO] - Lr: 5.411e-03 | Epoch: [39][210/372] | Time 0.514 | Data 0.087 | Loss 0.2050 | IoU 0.498 [2021-06-12 11:28:51,000][root][INFO] - Lr: 5.408e-03 | Epoch: [39][220/372] | Time 0.514 | Data 0.086 | Loss 0.2050 | IoU 0.498 [2021-06-12 11:28:56,142][root][INFO] - Lr: 5.405e-03 | Epoch: [39][230/372] | Time 0.514 | Data 0.087 | Loss 0.2049 | IoU 0.498 [2021-06-12 11:29:01,278][root][INFO] - Lr: 5.401e-03 | Epoch: [39][240/372] | Time 0.514 | Data 0.087 | Loss 0.2049 | IoU 0.498 [2021-06-12 11:29:06,107][root][INFO] - Lr: 5.398e-03 | Epoch: [39][250/372] | Time 0.513 | Data 0.086 | Loss 0.2048 | IoU 0.498 [2021-06-12 11:29:11,078][root][INFO] - Lr: 5.395e-03 | Epoch: [39][260/372] | Time 0.512 | Data 0.085 | Loss 0.2048 | IoU 0.498 [2021-06-12 11:29:16,136][root][INFO] - Lr: 5.392e-03 | Epoch: [39][270/372] | Time 0.512 | Data 0.085 | Loss 0.2047 | IoU 0.499 [2021-06-12 11:29:21,031][root][INFO] - Lr: 5.389e-03 | Epoch: [39][280/372] | Time 0.511 | Data 0.084 | Loss 0.2047 | IoU 0.499 [2021-06-12 11:29:26,147][root][INFO] - Lr: 5.385e-03 | Epoch: [39][290/372] | Time 0.511 | Data 0.084 | Loss 0.2046 | IoU 0.499 [2021-06-12 11:29:31,198][root][INFO] - Lr: 5.382e-03 | Epoch: [39][300/372] | Time 0.511 | Data 0.084 | Loss 0.2046 | IoU 0.499 [2021-06-12 11:29:36,469][root][INFO] - Lr: 5.379e-03 | Epoch: [39][310/372] | Time 0.511 | Data 0.085 | Loss 0.2046 | IoU 0.499 [2021-06-12 11:29:41,462][root][INFO] - Lr: 5.376e-03 | Epoch: [39][320/372] | Time 0.511 | Data 0.085 | Loss 0.2045 | IoU 0.499 [2021-06-12 11:29:46,485][root][INFO] - Lr: 5.372e-03 | Epoch: [39][330/372] | Time 0.511 | Data 0.084 | Loss 0.2045 | IoU 0.499 [2021-06-12 11:29:51,617][root][INFO] - Lr: 5.369e-03 | Epoch: [39][340/372] | Time 0.511 | Data 0.084 | Loss 0.2044 | IoU 0.499 [2021-06-12 11:29:56,660][root][INFO] - Lr: 5.366e-03 | Epoch: [39][350/372] | Time 0.511 | Data 0.084 | Loss 0.2044 | IoU 0.499 [2021-06-12 11:30:01,846][root][INFO] - Lr: 5.363e-03 | Epoch: [39][360/372] | Time 0.511 | Data 0.084 | Loss 0.2043 | IoU 0.499 [2021-06-12 11:30:06,555][root][INFO] - Lr: 5.359e-03 | Epoch: [39][370/372] | Time 0.510 | Data 0.084 | Loss 0.2043 | IoU 0.499 [2021-06-12 11:30:08,980][root][INFO] - Lr: 5.359e-03 | Epoch: [40][0/372] | Time 1.775 | Data 1.301 | Loss 0.2043 | IoU 0.499 [2021-06-12 11:30:14,256][root][INFO] - Lr: 5.355e-03 | Epoch: [40][10/372] | Time 0.645 | Data 0.210 | Loss 0.2042 | IoU 0.499 [2021-06-12 11:30:19,182][root][INFO] - Lr: 5.352e-03 | Epoch: [40][20/372] | Time 0.574 | Data 0.145 | Loss 0.2042 | IoU 0.499 [2021-06-12 11:30:24,014][root][INFO] - Lr: 5.349e-03 | Epoch: [40][30/372] | Time 0.544 | Data 0.117 | Loss 0.2042 | IoU 0.499 [2021-06-12 11:30:29,241][root][INFO] - Lr: 5.346e-03 | Epoch: [40][40/372] | Time 0.539 | Data 0.112 | Loss 0.2041 | IoU 0.499 [2021-06-12 11:30:34,160][root][INFO] - Lr: 5.342e-03 | Epoch: [40][50/372] | Time 0.529 | Data 0.103 | Loss 0.2041 | IoU 0.499 [2021-06-12 11:30:39,238][root][INFO] - Lr: 5.339e-03 | Epoch: [40][60/372] | Time 0.526 | Data 0.101 | Loss 0.2040 | IoU 0.499 [2021-06-12 11:30:44,231][root][INFO] - Lr: 5.336e-03 | Epoch: [40][70/372] | Time 0.522 | Data 0.097 | Loss 0.2040 | IoU 0.500 [2021-06-12 11:30:49,080][root][INFO] - Lr: 5.333e-03 | Epoch: [40][80/372] | Time 0.517 | Data 0.093 | Loss 0.2039 | IoU 0.500 [2021-06-12 11:30:54,105][root][INFO] - Lr: 5.330e-03 | Epoch: [40][90/372] | Time 0.516 | Data 0.091 | Loss 0.2039 | IoU 0.500 [2021-06-12 11:30:59,131][root][INFO] - Lr: 5.326e-03 | Epoch: [40][100/372] | Time 0.514 | Data 0.089 | Loss 0.2038 | IoU 0.500 [2021-06-12 11:31:04,114][root][INFO] - Lr: 5.323e-03 | Epoch: [40][110/372] | Time 0.513 | Data 0.087 | Loss 0.2038 | IoU 0.500 [2021-06-12 11:31:09,075][root][INFO] - Lr: 5.320e-03 | Epoch: [40][120/372] | Time 0.512 | Data 0.087 | Loss 0.2037 | IoU 0.500 [2021-06-12 11:31:14,008][root][INFO] - Lr: 5.317e-03 | Epoch: [40][130/372] | Time 0.510 | Data 0.085 | Loss 0.2037 | IoU 0.500 [2021-06-12 11:31:19,118][root][INFO] - Lr: 5.313e-03 | Epoch: [40][140/372] | Time 0.510 | Data 0.085 | Loss 0.2036 | IoU 0.500 [2021-06-12 11:31:24,205][root][INFO] - Lr: 5.310e-03 | Epoch: [40][150/372] | Time 0.510 | Data 0.084 | Loss 0.2036 | IoU 0.500 [2021-06-12 11:31:29,291][root][INFO] - Lr: 5.307e-03 | Epoch: [40][160/372] | Time 0.510 | Data 0.084 | Loss 0.2036 | IoU 0.500 [2021-06-12 11:31:34,377][root][INFO] - Lr: 5.304e-03 | Epoch: [40][170/372] | Time 0.510 | Data 0.084 | Loss 0.2035 | IoU 0.500 [2021-06-12 11:31:39,391][root][INFO] - Lr: 5.300e-03 | Epoch: [40][180/372] | Time 0.510 | Data 0.084 | Loss 0.2035 | IoU 0.500 [2021-06-12 11:31:44,441][root][INFO] - Lr: 5.297e-03 | Epoch: [40][190/372] | Time 0.509 | Data 0.084 | Loss 0.2034 | IoU 0.500 [2021-06-12 11:31:49,468][root][INFO] - Lr: 5.294e-03 | Epoch: [40][200/372] | Time 0.509 | Data 0.083 | Loss 0.2034 | IoU 0.500 [2021-06-12 11:31:54,518][root][INFO] - Lr: 5.291e-03 | Epoch: [40][210/372] | Time 0.508 | Data 0.083 | Loss 0.2033 | IoU 0.500 [2021-06-12 11:31:59,421][root][INFO] - Lr: 5.287e-03 | Epoch: [40][220/372] | Time 0.508 | Data 0.082 | Loss 0.2033 | IoU 0.500 [2021-06-12 11:32:04,643][root][INFO] - Lr: 5.284e-03 | Epoch: [40][230/372] | Time 0.509 | Data 0.083 | Loss 0.2032 | IoU 0.500 [2021-06-12 11:32:09,695][root][INFO] - Lr: 5.281e-03 | Epoch: [40][240/372] | Time 0.508 | Data 0.083 | Loss 0.2032 | IoU 0.500 [2021-06-12 11:32:14,709][root][INFO] - Lr: 5.278e-03 | Epoch: [40][250/372] | Time 0.508 | Data 0.082 | Loss 0.2032 | IoU 0.501 [2021-06-12 11:32:19,855][root][INFO] - Lr: 5.274e-03 | Epoch: [40][260/372] | Time 0.508 | Data 0.082 | Loss 0.2031 | IoU 0.501 [2021-06-12 11:32:24,841][root][INFO] - Lr: 5.271e-03 | Epoch: [40][270/372] | Time 0.508 | Data 0.082 | Loss 0.2031 | IoU 0.501 [2021-06-12 11:32:29,996][root][INFO] - Lr: 5.268e-03 | Epoch: [40][280/372] | Time 0.508 | Data 0.082 | Loss 0.2030 | IoU 0.501 [2021-06-12 11:32:35,089][root][INFO] - Lr: 5.265e-03 | Epoch: [40][290/372] | Time 0.508 | Data 0.082 | Loss 0.2030 | IoU 0.501 [2021-06-12 11:32:40,132][root][INFO] - Lr: 5.261e-03 | Epoch: [40][300/372] | Time 0.508 | Data 0.083 | Loss 0.2029 | IoU 0.501 [2021-06-12 11:32:45,278][root][INFO] - Lr: 5.258e-03 | Epoch: [40][310/372] | Time 0.508 | Data 0.082 | Loss 0.2029 | IoU 0.501 [2021-06-12 11:32:50,525][root][INFO] - Lr: 5.255e-03 | Epoch: [40][320/372] | Time 0.509 | Data 0.083 | Loss 0.2028 | IoU 0.501 [2021-06-12 11:32:55,697][root][INFO] - Lr: 5.252e-03 | Epoch: [40][330/372] | Time 0.509 | Data 0.083 | Loss 0.2028 | IoU 0.501 [2021-06-12 11:33:00,673][root][INFO] - Lr: 5.248e-03 | Epoch: [40][340/372] | Time 0.509 | Data 0.083 | Loss 0.2028 | IoU 0.501 [2021-06-12 11:33:05,784][root][INFO] - Lr: 5.245e-03 | Epoch: [40][350/372] | Time 0.509 | Data 0.083 | Loss 0.2027 | IoU 0.501 [2021-06-12 11:33:10,938][root][INFO] - Lr: 5.242e-03 | Epoch: [40][360/372] | Time 0.509 | Data 0.083 | Loss 0.2027 | IoU 0.501 [2021-06-12 11:33:15,685][root][INFO] - Lr: 5.239e-03 | Epoch: [40][370/372] | Time 0.508 | Data 0.082 | Loss 0.2026 | IoU 0.501 [2021-06-12 11:33:16,658][root][INFO] - 0/500 [2021-06-12 11:33:16,847][root][INFO] - 1/500 [2021-06-12 11:33:16,950][root][INFO] - 2/500 [2021-06-12 11:33:17,054][root][INFO] - 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491/500 [2021-06-12 11:34:12,316][root][INFO] - 492/500 [2021-06-12 11:34:12,389][root][INFO] - 493/500 [2021-06-12 11:34:12,463][root][INFO] - 494/500 [2021-06-12 11:34:12,535][root][INFO] - 495/500 [2021-06-12 11:34:12,609][root][INFO] - 496/500 [2021-06-12 11:34:12,681][root][INFO] - 497/500 [2021-06-12 11:34:12,754][root][INFO] - 498/500 [2021-06-12 11:34:12,827][root][INFO] - 499/500 [2021-06-12 11:34:13,034][root][INFO] - Validation set: Time avg per batch 0.113 Loss avg 0.2920 IoU avg 0.539 [2021-06-12 11:34:13,035][root][INFO] - ---> save checkpoint [2021-06-12 11:34:18,213][root][INFO] - Lr: 5.238e-03 | Epoch: [41][0/372] | Time 1.857 | Data 1.384 | Loss 0.2026 | IoU 0.501 [2021-06-12 11:34:23,616][root][INFO] - Lr: 5.235e-03 | Epoch: [41][10/372] | Time 0.671 | Data 0.238 | Loss 0.2026 | IoU 0.501 [2021-06-12 11:34:28,723][root][INFO] - Lr: 5.231e-03 | Epoch: [41][20/372] | Time 0.593 | Data 0.163 | Loss 0.2025 | IoU 0.501 [2021-06-12 11:34:33,730][root][INFO] - Lr: 5.228e-03 | Epoch: [41][30/372] | Time 0.564 | Data 0.136 | Loss 0.2025 | IoU 0.501 [2021-06-12 11:34:38,799][root][INFO] - Lr: 5.225e-03 | Epoch: [41][40/372] | Time 0.549 | Data 0.122 | Loss 0.2024 | IoU 0.501 [2021-06-12 11:34:43,871][root][INFO] - Lr: 5.222e-03 | Epoch: [41][50/372] | Time 0.541 | Data 0.113 | Loss 0.2024 | IoU 0.501 [2021-06-12 11:34:48,970][root][INFO] - Lr: 5.218e-03 | Epoch: [41][60/372] | Time 0.537 | Data 0.109 | Loss 0.2023 | IoU 0.502 [2021-06-12 11:34:54,016][root][INFO] - Lr: 5.215e-03 | Epoch: [41][70/372] | Time 0.532 | Data 0.105 | Loss 0.2023 | IoU 0.502 [2021-06-12 11:34:59,011][root][INFO] - Lr: 5.212e-03 | Epoch: [41][80/372] | Time 0.528 | Data 0.102 | Loss 0.2023 | IoU 0.502 [2021-06-12 11:35:04,174][root][INFO] - Lr: 5.209e-03 | Epoch: [41][90/372] | Time 0.527 | Data 0.101 | Loss 0.2022 | IoU 0.502 [2021-06-12 11:35:09,130][root][INFO] - Lr: 5.205e-03 | Epoch: [41][100/372] | Time 0.523 | Data 0.098 | Loss 0.2022 | IoU 0.502 [2021-06-12 11:35:14,220][root][INFO] - Lr: 5.202e-03 | Epoch: [41][110/372] | Time 0.522 | Data 0.096 | Loss 0.2021 | IoU 0.502 [2021-06-12 11:35:19,181][root][INFO] - Lr: 5.199e-03 | Epoch: [41][120/372] | Time 0.520 | Data 0.094 | Loss 0.2021 | IoU 0.502 [2021-06-12 11:35:24,118][root][INFO] - Lr: 5.196e-03 | Epoch: [41][130/372] | Time 0.518 | Data 0.092 | Loss 0.2020 | IoU 0.502 [2021-06-12 11:35:29,125][root][INFO] - Lr: 5.192e-03 | Epoch: [41][140/372] | Time 0.517 | Data 0.091 | Loss 0.2020 | IoU 0.502 [2021-06-12 11:35:34,146][root][INFO] - Lr: 5.189e-03 | Epoch: [41][150/372] | Time 0.516 | Data 0.090 | Loss 0.2020 | IoU 0.502 [2021-06-12 11:35:39,178][root][INFO] - Lr: 5.186e-03 | Epoch: [41][160/372] | Time 0.515 | Data 0.089 | Loss 0.2019 | IoU 0.502 [2021-06-12 11:35:44,320][root][INFO] - Lr: 5.183e-03 | Epoch: [41][170/372] | Time 0.515 | Data 0.089 | Loss 0.2019 | IoU 0.502 [2021-06-12 11:35:49,344][root][INFO] - Lr: 5.179e-03 | Epoch: [41][180/372] | Time 0.514 | Data 0.089 | Loss 0.2018 | IoU 0.502 [2021-06-12 11:35:54,362][root][INFO] - Lr: 5.176e-03 | Epoch: [41][190/372] | Time 0.514 | Data 0.088 | Loss 0.2018 | IoU 0.502 [2021-06-12 11:35:59,402][root][INFO] - Lr: 5.173e-03 | Epoch: [41][200/372] | Time 0.513 | Data 0.088 | Loss 0.2018 | IoU 0.502 [2021-06-12 11:36:04,272][root][INFO] - Lr: 5.170e-03 | Epoch: [41][210/372] | Time 0.512 | Data 0.087 | Loss 0.2017 | IoU 0.502 [2021-06-12 11:36:09,354][root][INFO] - Lr: 5.166e-03 | Epoch: [41][220/372] | Time 0.512 | Data 0.087 | Loss 0.2017 | IoU 0.502 [2021-06-12 11:36:14,486][root][INFO] - Lr: 5.163e-03 | Epoch: [41][230/372] | Time 0.512 | Data 0.087 | Loss 0.2016 | IoU 0.502 [2021-06-12 11:36:19,597][root][INFO] - Lr: 5.160e-03 | Epoch: [41][240/372] | Time 0.512 | Data 0.087 | Loss 0.2016 | IoU 0.503 [2021-06-12 11:36:24,634][root][INFO] - Lr: 5.157e-03 | Epoch: [41][250/372] | Time 0.511 | Data 0.086 | Loss 0.2015 | IoU 0.503 [2021-06-12 11:36:29,520][root][INFO] - Lr: 5.153e-03 | Epoch: [41][260/372] | Time 0.511 | Data 0.086 | Loss 0.2015 | IoU 0.503 [2021-06-12 11:36:34,430][root][INFO] - Lr: 5.150e-03 | Epoch: [41][270/372] | Time 0.510 | Data 0.085 | Loss 0.2014 | IoU 0.503 [2021-06-12 11:36:39,364][root][INFO] - Lr: 5.147e-03 | Epoch: [41][280/372] | Time 0.509 | Data 0.084 | Loss 0.2014 | IoU 0.503 [2021-06-12 11:36:44,350][root][INFO] - Lr: 5.144e-03 | Epoch: [41][290/372] | Time 0.509 | Data 0.084 | Loss 0.2013 | IoU 0.503 [2021-06-12 11:36:49,509][root][INFO] - Lr: 5.140e-03 | Epoch: [41][300/372] | Time 0.509 | Data 0.084 | Loss 0.2013 | IoU 0.503 [2021-06-12 11:36:54,494][root][INFO] - Lr: 5.137e-03 | Epoch: [41][310/372] | Time 0.509 | Data 0.084 | Loss 0.2013 | IoU 0.503 [2021-06-12 11:36:59,374][root][INFO] - Lr: 5.134e-03 | Epoch: [41][320/372] | Time 0.508 | Data 0.083 | Loss 0.2012 | IoU 0.503 [2021-06-12 11:37:04,356][root][INFO] - Lr: 5.131e-03 | Epoch: [41][330/372] | Time 0.508 | Data 0.083 | Loss 0.2012 | IoU 0.503 [2021-06-12 11:37:09,299][root][INFO] - Lr: 5.127e-03 | Epoch: [41][340/372] | Time 0.507 | Data 0.083 | Loss 0.2011 | IoU 0.503 [2021-06-12 11:37:14,244][root][INFO] - Lr: 5.124e-03 | Epoch: [41][350/372] | Time 0.507 | Data 0.082 | Loss 0.2011 | IoU 0.503 [2021-06-12 11:37:19,130][root][INFO] - Lr: 5.121e-03 | Epoch: [41][360/372] | Time 0.507 | Data 0.082 | Loss 0.2010 | IoU 0.503 [2021-06-12 11:37:23,875][root][INFO] - Lr: 5.118e-03 | Epoch: [41][370/372] | Time 0.506 | Data 0.081 | Loss 0.2010 | IoU 0.503 [2021-06-12 11:37:26,357][root][INFO] - Lr: 5.117e-03 | Epoch: [42][0/372] | Time 1.823 | Data 1.366 | Loss 0.2010 | IoU 0.503 [2021-06-12 11:37:31,544][root][INFO] - Lr: 5.114e-03 | Epoch: [42][10/372] | Time 0.638 | Data 0.205 | Loss 0.2010 | IoU 0.503 [2021-06-12 11:37:36,531][root][INFO] - Lr: 5.110e-03 | Epoch: [42][20/372] | Time 0.574 | Data 0.146 | Loss 0.2009 | IoU 0.503 [2021-06-12 11:37:41,628][root][INFO] - Lr: 5.107e-03 | Epoch: [42][30/372] | Time 0.550 | Data 0.124 | Loss 0.2009 | IoU 0.503 [2021-06-12 11:37:46,634][root][INFO] - Lr: 5.104e-03 | Epoch: [42][40/372] | Time 0.540 | Data 0.113 | Loss 0.2008 | IoU 0.503 [2021-06-12 11:37:51,839][root][INFO] - Lr: 5.101e-03 | Epoch: [42][50/372] | Time 0.535 | Data 0.108 | Loss 0.2008 | IoU 0.504 [2021-06-12 11:37:56,850][root][INFO] - Lr: 5.097e-03 | Epoch: [42][60/372] | Time 0.530 | Data 0.104 | Loss 0.2007 | IoU 0.504 [2021-06-12 11:38:01,974][root][INFO] - Lr: 5.094e-03 | Epoch: [42][70/372] | Time 0.528 | Data 0.101 | Loss 0.2007 | IoU 0.504 [2021-06-12 11:38:07,118][root][INFO] - Lr: 5.091e-03 | Epoch: [42][80/372] | Time 0.525 | Data 0.099 | Loss 0.2006 | IoU 0.504 [2021-06-12 11:38:12,144][root][INFO] - Lr: 5.088e-03 | Epoch: [42][90/372] | Time 0.523 | Data 0.098 | Loss 0.2006 | IoU 0.504 [2021-06-12 11:38:17,170][root][INFO] - Lr: 5.084e-03 | Epoch: [42][100/372] | Time 0.521 | Data 0.095 | Loss 0.2006 | IoU 0.504 [2021-06-12 11:38:22,346][root][INFO] - Lr: 5.081e-03 | Epoch: [42][110/372] | Time 0.521 | Data 0.095 | Loss 0.2005 | IoU 0.504 [2021-06-12 11:38:27,245][root][INFO] - Lr: 5.078e-03 | Epoch: [42][120/372] | Time 0.518 | Data 0.093 | Loss 0.2005 | IoU 0.504 [2021-06-12 11:38:32,230][root][INFO] - Lr: 5.075e-03 | Epoch: [42][130/372] | Time 0.517 | Data 0.091 | Loss 0.2004 | IoU 0.504 [2021-06-12 11:38:37,378][root][INFO] - Lr: 5.071e-03 | Epoch: [42][140/372] | Time 0.517 | Data 0.091 | Loss 0.2004 | IoU 0.504 [2021-06-12 11:38:42,322][root][INFO] - Lr: 5.068e-03 | Epoch: [42][150/372] | Time 0.515 | Data 0.090 | Loss 0.2003 | IoU 0.504 [2021-06-12 11:38:47,292][root][INFO] - Lr: 5.065e-03 | Epoch: [42][160/372] | Time 0.514 | Data 0.089 | Loss 0.2003 | IoU 0.504 [2021-06-12 11:38:52,499][root][INFO] - Lr: 5.062e-03 | Epoch: [42][170/372] | Time 0.514 | Data 0.089 | Loss 0.2003 | IoU 0.504 [2021-06-12 11:38:57,558][root][INFO] - Lr: 5.058e-03 | Epoch: [42][180/372] | Time 0.514 | Data 0.088 | Loss 0.2002 | IoU 0.504 [2021-06-12 11:39:02,437][root][INFO] - Lr: 5.055e-03 | Epoch: [42][190/372] | Time 0.513 | Data 0.087 | Loss 0.2002 | IoU 0.504 [2021-06-12 11:39:07,762][root][INFO] - Lr: 5.052e-03 | Epoch: [42][200/372] | Time 0.514 | Data 0.088 | Loss 0.2001 | IoU 0.504 [2021-06-12 11:39:12,921][root][INFO] - Lr: 5.048e-03 | Epoch: [42][210/372] | Time 0.514 | Data 0.088 | Loss 0.2001 | IoU 0.504 [2021-06-12 11:39:18,079][root][INFO] - Lr: 5.045e-03 | Epoch: [42][220/372] | Time 0.514 | Data 0.088 | Loss 0.2001 | IoU 0.504 [2021-06-12 11:39:23,094][root][INFO] - Lr: 5.042e-03 | Epoch: [42][230/372] | Time 0.513 | Data 0.088 | Loss 0.2000 | IoU 0.505 [2021-06-12 11:39:28,318][root][INFO] - Lr: 5.039e-03 | Epoch: [42][240/372] | Time 0.514 | Data 0.088 | Loss 0.2000 | IoU 0.505 [2021-06-12 11:39:33,518][root][INFO] - Lr: 5.035e-03 | Epoch: [42][250/372] | Time 0.514 | Data 0.088 | Loss 0.1999 | IoU 0.505 [2021-06-12 11:39:38,726][root][INFO] - Lr: 5.032e-03 | Epoch: [42][260/372] | Time 0.514 | Data 0.088 | Loss 0.1999 | IoU 0.505 [2021-06-12 11:39:43,862][root][INFO] - Lr: 5.029e-03 | Epoch: [42][270/372] | Time 0.514 | Data 0.088 | Loss 0.1998 | IoU 0.505 [2021-06-12 11:39:49,147][root][INFO] - Lr: 5.026e-03 | Epoch: [42][280/372] | Time 0.515 | Data 0.089 | Loss 0.1998 | IoU 0.505 [2021-06-12 11:39:54,310][root][INFO] - Lr: 5.022e-03 | Epoch: [42][290/372] | Time 0.515 | Data 0.089 | Loss 0.1998 | IoU 0.505 [2021-06-12 11:39:59,383][root][INFO] - Lr: 5.019e-03 | Epoch: [42][300/372] | Time 0.515 | Data 0.088 | Loss 0.1997 | IoU 0.505 [2021-06-12 11:40:04,347][root][INFO] - Lr: 5.016e-03 | Epoch: [42][310/372] | Time 0.514 | Data 0.088 | Loss 0.1997 | IoU 0.505 [2021-06-12 11:40:09,625][root][INFO] - Lr: 5.013e-03 | Epoch: [42][320/372] | Time 0.514 | Data 0.088 | Loss 0.1996 | IoU 0.505 [2021-06-12 11:40:14,719][root][INFO] - Lr: 5.009e-03 | Epoch: [42][330/372] | Time 0.514 | Data 0.088 | Loss 0.1996 | IoU 0.505 [2021-06-12 11:40:19,711][root][INFO] - Lr: 5.006e-03 | Epoch: [42][340/372] | Time 0.514 | Data 0.088 | Loss 0.1996 | IoU 0.505 [2021-06-12 11:40:24,813][root][INFO] - Lr: 5.003e-03 | Epoch: [42][350/372] | Time 0.514 | Data 0.088 | Loss 0.1995 | IoU 0.505 [2021-06-12 11:40:29,794][root][INFO] - Lr: 5.000e-03 | Epoch: [42][360/372] | Time 0.513 | Data 0.087 | Loss 0.1995 | IoU 0.505 [2021-06-12 11:40:34,489][root][INFO] - Lr: 4.996e-03 | Epoch: [42][370/372] | Time 0.512 | Data 0.086 | Loss 0.1994 | IoU 0.505 [2021-06-12 11:40:37,079][root][INFO] - Lr: 4.996e-03 | Epoch: [43][0/372] | Time 1.847 | Data 1.396 | Loss 0.1994 | IoU 0.505 [2021-06-12 11:40:42,194][root][INFO] - Lr: 4.992e-03 | Epoch: [43][10/372] | Time 0.640 | Data 0.205 | Loss 0.1994 | IoU 0.505 [2021-06-12 11:40:47,341][root][INFO] - Lr: 4.989e-03 | Epoch: [43][20/372] | Time 0.578 | Data 0.147 | Loss 0.1993 | IoU 0.505 [2021-06-12 11:40:52,489][root][INFO] - Lr: 4.986e-03 | Epoch: [43][30/372] | Time 0.559 | Data 0.128 | Loss 0.1993 | IoU 0.505 [2021-06-12 11:40:57,597][root][INFO] - Lr: 4.983e-03 | Epoch: [43][40/372] | Time 0.547 | Data 0.118 | Loss 0.1993 | IoU 0.505 [2021-06-12 11:41:02,746][root][INFO] - Lr: 4.979e-03 | Epoch: [43][50/372] | Time 0.541 | Data 0.113 | Loss 0.1992 | IoU 0.506 [2021-06-12 11:41:07,759][root][INFO] - Lr: 4.976e-03 | Epoch: [43][60/372] | Time 0.535 | Data 0.108 | Loss 0.1992 | IoU 0.506 [2021-06-12 11:41:12,658][root][INFO] - Lr: 4.973e-03 | Epoch: [43][70/372] | Time 0.529 | Data 0.102 | Loss 0.1991 | IoU 0.506 [2021-06-12 11:41:17,836][root][INFO] - Lr: 4.969e-03 | Epoch: [43][80/372] | Time 0.527 | Data 0.100 | Loss 0.1991 | IoU 0.506 [2021-06-12 11:41:22,843][root][INFO] - Lr: 4.966e-03 | Epoch: [43][90/372] | Time 0.524 | Data 0.097 | Loss 0.1990 | IoU 0.506 [2021-06-12 11:41:27,897][root][INFO] - Lr: 4.963e-03 | Epoch: [43][100/372] | Time 0.522 | Data 0.095 | Loss 0.1990 | IoU 0.506 [2021-06-12 11:41:32,996][root][INFO] - Lr: 4.960e-03 | Epoch: [43][110/372] | Time 0.521 | Data 0.094 | Loss 0.1990 | IoU 0.506 [2021-06-12 11:41:38,075][root][INFO] - Lr: 4.956e-03 | Epoch: [43][120/372] | Time 0.520 | Data 0.093 | Loss 0.1989 | IoU 0.506 [2021-06-12 11:41:43,174][root][INFO] - Lr: 4.953e-03 | Epoch: [43][130/372] | Time 0.520 | Data 0.093 | Loss 0.1989 | IoU 0.506 [2021-06-12 11:41:48,221][root][INFO] - Lr: 4.950e-03 | Epoch: [43][140/372] | Time 0.518 | Data 0.091 | Loss 0.1988 | IoU 0.506 [2021-06-12 11:41:53,325][root][INFO] - Lr: 4.947e-03 | Epoch: [43][150/372] | Time 0.518 | Data 0.091 | Loss 0.1988 | IoU 0.506 [2021-06-12 11:41:58,308][root][INFO] - Lr: 4.943e-03 | Epoch: [43][160/372] | Time 0.517 | Data 0.090 | Loss 0.1987 | IoU 0.506 [2021-06-12 11:42:03,232][root][INFO] - Lr: 4.940e-03 | Epoch: [43][170/372] | Time 0.515 | Data 0.089 | Loss 0.1987 | IoU 0.506 [2021-06-12 11:42:08,226][root][INFO] - Lr: 4.937e-03 | Epoch: [43][180/372] | Time 0.514 | Data 0.088 | Loss 0.1987 | IoU 0.506 [2021-06-12 11:42:13,264][root][INFO] - Lr: 4.933e-03 | Epoch: [43][190/372] | Time 0.514 | Data 0.087 | Loss 0.1986 | IoU 0.506 [2021-06-12 11:42:18,296][root][INFO] - Lr: 4.930e-03 | Epoch: [43][200/372] | Time 0.513 | Data 0.087 | Loss 0.1986 | IoU 0.506 [2021-06-12 11:42:23,332][root][INFO] - Lr: 4.927e-03 | Epoch: [43][210/372] | Time 0.512 | Data 0.086 | Loss 0.1985 | IoU 0.506 [2021-06-12 11:42:28,246][root][INFO] - Lr: 4.924e-03 | Epoch: [43][220/372] | Time 0.512 | Data 0.085 | Loss 0.1985 | IoU 0.506 [2021-06-12 11:42:33,342][root][INFO] - Lr: 4.920e-03 | Epoch: [43][230/372] | Time 0.512 | Data 0.086 | Loss 0.1985 | IoU 0.506 [2021-06-12 11:42:38,453][root][INFO] - Lr: 4.917e-03 | Epoch: [43][240/372] | Time 0.512 | Data 0.086 | Loss 0.1984 | IoU 0.507 [2021-06-12 11:42:43,500][root][INFO] - Lr: 4.914e-03 | Epoch: [43][250/372] | Time 0.511 | Data 0.085 | Loss 0.1984 | IoU 0.507 [2021-06-12 11:42:48,553][root][INFO] - Lr: 4.911e-03 | Epoch: [43][260/372] | Time 0.511 | Data 0.085 | Loss 0.1983 | IoU 0.507 [2021-06-12 11:42:53,341][root][INFO] - Lr: 4.907e-03 | Epoch: [43][270/372] | Time 0.510 | Data 0.084 | Loss 0.1983 | IoU 0.507 [2021-06-12 11:42:58,395][root][INFO] - Lr: 4.904e-03 | Epoch: [43][280/372] | Time 0.510 | Data 0.084 | Loss 0.1982 | IoU 0.507 [2021-06-12 11:43:03,412][root][INFO] - Lr: 4.901e-03 | Epoch: [43][290/372] | Time 0.510 | Data 0.084 | Loss 0.1982 | IoU 0.507 [2021-06-12 11:43:08,460][root][INFO] - Lr: 4.897e-03 | Epoch: [43][300/372] | Time 0.509 | Data 0.084 | Loss 0.1982 | IoU 0.507 [2021-06-12 11:43:13,432][root][INFO] - Lr: 4.894e-03 | Epoch: [43][310/372] | Time 0.509 | Data 0.083 | Loss 0.1981 | IoU 0.507 [2021-06-12 11:43:18,294][root][INFO] - Lr: 4.891e-03 | Epoch: [43][320/372] | Time 0.508 | Data 0.083 | Loss 0.1981 | IoU 0.507 [2021-06-12 11:43:23,330][root][INFO] - Lr: 4.888e-03 | Epoch: [43][330/372] | Time 0.508 | Data 0.083 | Loss 0.1980 | IoU 0.507 [2021-06-12 11:43:28,380][root][INFO] - Lr: 4.884e-03 | Epoch: [43][340/372] | Time 0.508 | Data 0.083 | Loss 0.1980 | IoU 0.507 [2021-06-12 11:43:33,264][root][INFO] - Lr: 4.881e-03 | Epoch: [43][350/372] | Time 0.508 | Data 0.082 | Loss 0.1980 | IoU 0.507 [2021-06-12 11:43:38,282][root][INFO] - Lr: 4.878e-03 | Epoch: [43][360/372] | Time 0.507 | Data 0.082 | Loss 0.1979 | IoU 0.507 [2021-06-12 11:43:43,022][root][INFO] - Lr: 4.875e-03 | Epoch: [43][370/372] | Time 0.506 | Data 0.081 | Loss 0.1979 | IoU 0.507 [2021-06-12 11:43:45,445][root][INFO] - Lr: 4.874e-03 | Epoch: [44][0/372] | Time 1.782 | Data 1.320 | Loss 0.1979 | IoU 0.507 [2021-06-12 11:43:50,510][root][INFO] - Lr: 4.871e-03 | Epoch: [44][10/372] | Time 0.624 | Data 0.186 | Loss 0.1979 | IoU 0.507 [2021-06-12 11:43:55,458][root][INFO] - Lr: 4.867e-03 | Epoch: [44][20/372] | Time 0.562 | Data 0.130 | Loss 0.1978 | IoU 0.507 [2021-06-12 11:44:00,430][root][INFO] - Lr: 4.864e-03 | Epoch: [44][30/372] | Time 0.541 | Data 0.112 | Loss 0.1978 | IoU 0.507 [2021-06-12 11:44:05,479][root][INFO] - Lr: 4.861e-03 | Epoch: [44][40/372] | Time 0.531 | Data 0.104 | Loss 0.1977 | IoU 0.507 [2021-06-12 11:44:10,386][root][INFO] - Lr: 4.858e-03 | Epoch: [44][50/372] | Time 0.524 | Data 0.098 | Loss 0.1977 | IoU 0.507 [2021-06-12 11:44:15,542][root][INFO] - Lr: 4.854e-03 | Epoch: [44][60/372] | Time 0.522 | Data 0.097 | Loss 0.1976 | IoU 0.508 [2021-06-12 11:44:20,640][root][INFO] - Lr: 4.851e-03 | Epoch: [44][70/372] | Time 0.521 | Data 0.095 | Loss 0.1976 | IoU 0.508 [2021-06-12 11:44:25,712][root][INFO] - Lr: 4.848e-03 | Epoch: [44][80/372] | Time 0.519 | Data 0.094 | Loss 0.1976 | IoU 0.508 [2021-06-12 11:44:30,550][root][INFO] - Lr: 4.844e-03 | Epoch: [44][90/372] | Time 0.515 | Data 0.090 | Loss 0.1975 | IoU 0.508 [2021-06-12 11:44:35,764][root][INFO] - Lr: 4.841e-03 | Epoch: [44][100/372] | Time 0.516 | Data 0.091 | Loss 0.1975 | IoU 0.508 [2021-06-12 11:44:40,666][root][INFO] - Lr: 4.838e-03 | Epoch: [44][110/372] | Time 0.514 | Data 0.089 | Loss 0.1975 | IoU 0.508 [2021-06-12 11:44:45,680][root][INFO] - Lr: 4.835e-03 | Epoch: [44][120/372] | Time 0.513 | Data 0.088 | Loss 0.1974 | IoU 0.508 [2021-06-12 11:44:50,773][root][INFO] - Lr: 4.831e-03 | Epoch: [44][130/372] | Time 0.512 | Data 0.088 | Loss 0.1974 | IoU 0.508 [2021-06-12 11:44:55,735][root][INFO] - Lr: 4.828e-03 | Epoch: [44][140/372] | Time 0.511 | Data 0.087 | Loss 0.1973 | IoU 0.508 [2021-06-12 11:45:00,796][root][INFO] - Lr: 4.825e-03 | Epoch: [44][150/372] | Time 0.511 | Data 0.086 | Loss 0.1973 | IoU 0.508 [2021-06-12 11:45:05,866][root][INFO] - Lr: 4.821e-03 | Epoch: [44][160/372] | Time 0.511 | Data 0.086 | Loss 0.1973 | IoU 0.508 [2021-06-12 11:45:10,829][root][INFO] - Lr: 4.818e-03 | Epoch: [44][170/372] | Time 0.510 | Data 0.085 | Loss 0.1972 | IoU 0.508 [2021-06-12 11:45:15,673][root][INFO] - Lr: 4.815e-03 | Epoch: [44][180/372] | Time 0.509 | Data 0.084 | Loss 0.1972 | IoU 0.508 [2021-06-12 11:45:20,729][root][INFO] - Lr: 4.812e-03 | Epoch: [44][190/372] | Time 0.508 | Data 0.084 | Loss 0.1971 | IoU 0.508 [2021-06-12 11:45:25,910][root][INFO] - Lr: 4.808e-03 | Epoch: [44][200/372] | Time 0.508 | Data 0.084 | Loss 0.1971 | IoU 0.508 [2021-06-12 11:45:30,982][root][INFO] - Lr: 4.805e-03 | Epoch: [44][210/372] | Time 0.509 | Data 0.084 | Loss 0.1971 | IoU 0.508 [2021-06-12 11:45:36,087][root][INFO] - Lr: 4.802e-03 | Epoch: [44][220/372] | Time 0.509 | Data 0.084 | Loss 0.1970 | IoU 0.508 [2021-06-12 11:45:41,077][root][INFO] - Lr: 4.799e-03 | Epoch: [44][230/372] | Time 0.508 | Data 0.084 | Loss 0.1970 | IoU 0.508 [2021-06-12 11:45:46,223][root][INFO] - Lr: 4.795e-03 | Epoch: [44][240/372] | Time 0.509 | Data 0.084 | Loss 0.1969 | IoU 0.508 [2021-06-12 11:45:51,428][root][INFO] - Lr: 4.792e-03 | Epoch: [44][250/372] | Time 0.509 | Data 0.085 | Loss 0.1969 | IoU 0.508 [2021-06-12 11:45:56,577][root][INFO] - Lr: 4.789e-03 | Epoch: [44][260/372] | Time 0.509 | Data 0.085 | Loss 0.1969 | IoU 0.509 [2021-06-12 11:46:01,602][root][INFO] - Lr: 4.785e-03 | Epoch: [44][270/372] | Time 0.509 | Data 0.085 | Loss 0.1968 | IoU 0.509 [2021-06-12 11:46:06,759][root][INFO] - Lr: 4.782e-03 | Epoch: [44][280/372] | Time 0.509 | Data 0.085 | Loss 0.1968 | IoU 0.509 [2021-06-12 11:46:11,866][root][INFO] - Lr: 4.779e-03 | Epoch: [44][290/372] | Time 0.509 | Data 0.085 | Loss 0.1967 | IoU 0.509 [2021-06-12 11:46:16,969][root][INFO] - Lr: 4.776e-03 | Epoch: [44][300/372] | Time 0.509 | Data 0.085 | Loss 0.1967 | IoU 0.509 [2021-06-12 11:46:22,189][root][INFO] - Lr: 4.772e-03 | Epoch: [44][310/372] | Time 0.510 | Data 0.085 | Loss 0.1966 | IoU 0.509 [2021-06-12 11:46:27,064][root][INFO] - Lr: 4.769e-03 | Epoch: [44][320/372] | Time 0.509 | Data 0.084 | Loss 0.1966 | IoU 0.509 [2021-06-12 11:46:32,086][root][INFO] - Lr: 4.766e-03 | Epoch: [44][330/372] | Time 0.509 | Data 0.084 | Loss 0.1966 | IoU 0.509 [2021-06-12 11:46:37,319][root][INFO] - Lr: 4.762e-03 | Epoch: [44][340/372] | Time 0.509 | Data 0.084 | Loss 0.1965 | IoU 0.509 [2021-06-12 11:46:42,443][root][INFO] - Lr: 4.759e-03 | Epoch: [44][350/372] | Time 0.509 | Data 0.084 | Loss 0.1965 | IoU 0.509 [2021-06-12 11:46:47,525][root][INFO] - Lr: 4.756e-03 | Epoch: [44][360/372] | Time 0.509 | Data 0.084 | Loss 0.1965 | IoU 0.509 [2021-06-12 11:46:52,205][root][INFO] - Lr: 4.753e-03 | Epoch: [44][370/372] | Time 0.508 | Data 0.083 | Loss 0.1964 | IoU 0.509 [2021-06-12 11:46:54,896][root][INFO] - Lr: 4.752e-03 | Epoch: [45][0/372] | Time 1.985 | Data 1.466 | Loss 0.1964 | IoU 0.509 [2021-06-12 11:47:00,101][root][INFO] - Lr: 4.749e-03 | Epoch: [45][10/372] | Time 0.658 | Data 0.222 | Loss 0.1964 | IoU 0.509 [2021-06-12 11:47:05,108][root][INFO] - Lr: 4.745e-03 | Epoch: [45][20/372] | Time 0.584 | Data 0.152 | Loss 0.1963 | IoU 0.509 [2021-06-12 11:47:10,285][root][INFO] - Lr: 4.742e-03 | Epoch: [45][30/372] | Time 0.561 | Data 0.130 | Loss 0.1963 | IoU 0.509 [2021-06-12 11:47:15,541][root][INFO] - Lr: 4.739e-03 | Epoch: [45][40/372] | Time 0.553 | Data 0.121 | Loss 0.1962 | IoU 0.509 [2021-06-12 11:47:20,625][root][INFO] - Lr: 4.735e-03 | Epoch: [45][50/372] | Time 0.544 | Data 0.112 | Loss 0.1962 | IoU 0.509 [2021-06-12 11:47:25,743][root][INFO] - Lr: 4.732e-03 | Epoch: [45][60/372] | Time 0.539 | Data 0.108 | Loss 0.1962 | IoU 0.509 [2021-06-12 11:47:30,877][root][INFO] - Lr: 4.729e-03 | Epoch: [45][70/372] | Time 0.535 | Data 0.105 | Loss 0.1961 | IoU 0.509 [2021-06-12 11:47:36,245][root][INFO] - Lr: 4.726e-03 | Epoch: [45][80/372] | Time 0.535 | Data 0.105 | Loss 0.1961 | IoU 0.509 [2021-06-12 11:47:41,450][root][INFO] - Lr: 4.722e-03 | Epoch: [45][90/372] | Time 0.534 | Data 0.104 | Loss 0.1961 | IoU 0.509 [2021-06-12 11:47:46,527][root][INFO] - Lr: 4.719e-03 | Epoch: [45][100/372] | Time 0.531 | Data 0.101 | Loss 0.1960 | IoU 0.510 [2021-06-12 11:47:51,710][root][INFO] - Lr: 4.716e-03 | Epoch: [45][110/372] | Time 0.530 | Data 0.100 | Loss 0.1960 | IoU 0.510 [2021-06-12 11:47:56,709][root][INFO] - Lr: 4.712e-03 | Epoch: [45][120/372] | Time 0.528 | Data 0.098 | Loss 0.1959 | IoU 0.510 [2021-06-12 11:48:01,897][root][INFO] - Lr: 4.709e-03 | Epoch: [45][130/372] | Time 0.527 | Data 0.097 | Loss 0.1959 | IoU 0.510 [2021-06-12 11:48:07,205][root][INFO] - Lr: 4.706e-03 | Epoch: [45][140/372] | Time 0.527 | Data 0.098 | Loss 0.1959 | IoU 0.510 [2021-06-12 11:48:12,394][root][INFO] - Lr: 4.703e-03 | Epoch: [45][150/372] | Time 0.526 | Data 0.097 | Loss 0.1958 | IoU 0.510 [2021-06-12 11:48:17,583][root][INFO] - Lr: 4.699e-03 | Epoch: [45][160/372] | Time 0.526 | Data 0.097 | Loss 0.1958 | IoU 0.510 [2021-06-12 11:48:22,722][root][INFO] - Lr: 4.696e-03 | Epoch: [45][170/372] | Time 0.526 | Data 0.097 | Loss 0.1957 | IoU 0.510 [2021-06-12 11:48:27,885][root][INFO] - Lr: 4.693e-03 | Epoch: [45][180/372] | Time 0.525 | Data 0.096 | Loss 0.1957 | IoU 0.510 [2021-06-12 11:48:32,989][root][INFO] - Lr: 4.689e-03 | Epoch: [45][190/372] | Time 0.524 | Data 0.095 | Loss 0.1957 | IoU 0.510 [2021-06-12 11:48:38,072][root][INFO] - Lr: 4.686e-03 | Epoch: [45][200/372] | Time 0.523 | Data 0.095 | Loss 0.1956 | IoU 0.510 [2021-06-12 11:48:43,044][root][INFO] - Lr: 4.683e-03 | Epoch: [45][210/372] | Time 0.522 | Data 0.094 | Loss 0.1956 | IoU 0.510 [2021-06-12 11:48:48,038][root][INFO] - Lr: 4.680e-03 | Epoch: [45][220/372] | Time 0.521 | Data 0.093 | Loss 0.1955 | IoU 0.510 [2021-06-12 11:48:53,152][root][INFO] - Lr: 4.676e-03 | Epoch: [45][230/372] | Time 0.521 | Data 0.093 | Loss 0.1955 | IoU 0.510 [2021-06-12 11:48:58,294][root][INFO] - Lr: 4.673e-03 | Epoch: [45][240/372] | Time 0.521 | Data 0.092 | Loss 0.1955 | IoU 0.510 [2021-06-12 11:49:03,267][root][INFO] - Lr: 4.670e-03 | Epoch: [45][250/372] | Time 0.520 | Data 0.092 | Loss 0.1954 | IoU 0.510 [2021-06-12 11:49:08,377][root][INFO] - Lr: 4.666e-03 | Epoch: [45][260/372] | Time 0.519 | Data 0.091 | Loss 0.1954 | IoU 0.510 [2021-06-12 11:49:13,301][root][INFO] - Lr: 4.663e-03 | Epoch: [45][270/372] | Time 0.518 | Data 0.091 | Loss 0.1953 | IoU 0.510 [2021-06-12 11:49:18,207][root][INFO] - Lr: 4.660e-03 | Epoch: [45][280/372] | Time 0.517 | Data 0.090 | Loss 0.1953 | IoU 0.510 [2021-06-12 11:49:23,203][root][INFO] - Lr: 4.657e-03 | Epoch: [45][290/372] | Time 0.517 | Data 0.089 | Loss 0.1953 | IoU 0.510 [2021-06-12 11:49:28,269][root][INFO] - Lr: 4.653e-03 | Epoch: [45][300/372] | Time 0.516 | Data 0.089 | Loss 0.1952 | IoU 0.511 [2021-06-12 11:49:33,282][root][INFO] - Lr: 4.650e-03 | Epoch: [45][310/372] | Time 0.516 | Data 0.089 | Loss 0.1952 | IoU 0.511 [2021-06-12 11:49:38,290][root][INFO] - Lr: 4.647e-03 | Epoch: [45][320/372] | Time 0.515 | Data 0.088 | Loss 0.1951 | IoU 0.511 [2021-06-12 11:49:43,198][root][INFO] - Lr: 4.643e-03 | Epoch: [45][330/372] | Time 0.514 | Data 0.088 | Loss 0.1951 | IoU 0.511 [2021-06-12 11:49:48,446][root][INFO] - Lr: 4.640e-03 | Epoch: [45][340/372] | Time 0.515 | Data 0.088 | Loss 0.1951 | IoU 0.511 [2021-06-12 11:49:53,472][root][INFO] - Lr: 4.637e-03 | Epoch: [45][350/372] | Time 0.515 | Data 0.088 | Loss 0.1950 | IoU 0.511 [2021-06-12 11:49:58,414][root][INFO] - Lr: 4.633e-03 | Epoch: [45][360/372] | Time 0.514 | Data 0.087 | Loss 0.1950 | IoU 0.511 [2021-06-12 11:50:03,170][root][INFO] - Lr: 4.630e-03 | Epoch: [45][370/372] | Time 0.513 | Data 0.086 | Loss 0.1950 | IoU 0.511 [2021-06-12 11:50:04,070][root][INFO] - 0/500 [2021-06-12 11:50:04,179][root][INFO] - 1/500 [2021-06-12 11:50:04,330][root][INFO] - 2/500 [2021-06-12 11:50:04,439][root][INFO] - 3/500 [2021-06-12 11:50:04,544][root][INFO] - 4/500 [2021-06-12 11:50:04,644][root][INFO] - 5/500 [2021-06-12 11:50:04,749][root][INFO] - 6/500 [2021-06-12 11:50:04,866][root][INFO] - 7/500 [2021-06-12 11:50:04,979][root][INFO] - 8/500 [2021-06-12 11:50:05,051][root][INFO] - 9/500 [2021-06-12 11:50:05,199][root][INFO] - 10/500 [2021-06-12 11:50:05,305][root][INFO] - 11/500 [2021-06-12 11:50:05,399][root][INFO] - 12/500 [2021-06-12 11:50:05,511][root][INFO] - 13/500 [2021-06-12 11:50:05,619][root][INFO] - 14/500 [2021-06-12 11:50:05,715][root][INFO] - 15/500 [2021-06-12 11:50:05,798][root][INFO] - 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482/500 [2021-06-12 11:50:52,207][root][INFO] - 483/500 [2021-06-12 11:50:52,347][root][INFO] - 484/500 [2021-06-12 11:50:52,451][root][INFO] - 485/500 [2021-06-12 11:50:52,538][root][INFO] - 486/500 [2021-06-12 11:50:52,627][root][INFO] - 487/500 [2021-06-12 11:50:52,739][root][INFO] - 488/500 [2021-06-12 11:50:52,814][root][INFO] - 489/500 [2021-06-12 11:50:52,935][root][INFO] - 490/500 [2021-06-12 11:50:53,039][root][INFO] - 491/500 [2021-06-12 11:50:53,114][root][INFO] - 492/500 [2021-06-12 11:50:53,196][root][INFO] - 493/500 [2021-06-12 11:50:53,268][root][INFO] - 494/500 [2021-06-12 11:50:53,340][root][INFO] - 495/500 [2021-06-12 11:50:53,412][root][INFO] - 496/500 [2021-06-12 11:50:53,485][root][INFO] - 497/500 [2021-06-12 11:50:53,557][root][INFO] - 498/500 [2021-06-12 11:50:53,629][root][INFO] - 499/500 [2021-06-12 11:50:53,827][root][INFO] - Validation set: Time avg per batch 0.100 Loss avg 0.2923 IoU avg 0.535 [2021-06-12 11:50:55,791][root][INFO] - Lr: 4.630e-03 | Epoch: [46][0/372] | Time 1.758 | Data 1.312 | Loss 0.1950 | IoU 0.511 [2021-06-12 11:51:00,994][root][INFO] - Lr: 4.626e-03 | Epoch: [46][10/372] | Time 0.642 | Data 0.216 | Loss 0.1949 | IoU 0.511 [2021-06-12 11:51:05,945][root][INFO] - Lr: 4.623e-03 | Epoch: [46][20/372] | Time 0.573 | Data 0.147 | Loss 0.1949 | IoU 0.511 [2021-06-12 11:51:11,060][root][INFO] - Lr: 4.620e-03 | Epoch: [46][30/372] | Time 0.553 | Data 0.128 | Loss 0.1948 | IoU 0.511 [2021-06-12 11:51:15,937][root][INFO] - Lr: 4.616e-03 | Epoch: [46][40/372] | Time 0.537 | Data 0.113 | Loss 0.1948 | IoU 0.511 [2021-06-12 11:51:20,988][root][INFO] - Lr: 4.613e-03 | Epoch: [46][50/372] | Time 0.531 | Data 0.106 | Loss 0.1947 | IoU 0.511 [2021-06-12 11:51:25,979][root][INFO] - Lr: 4.610e-03 | Epoch: [46][60/372] | Time 0.526 | Data 0.102 | Loss 0.1947 | IoU 0.511 [2021-06-12 11:51:30,930][root][INFO] - Lr: 4.606e-03 | Epoch: [46][70/372] | Time 0.521 | Data 0.097 | Loss 0.1947 | IoU 0.511 [2021-06-12 11:51:36,006][root][INFO] - Lr: 4.603e-03 | Epoch: [46][80/372] | Time 0.520 | Data 0.095 | Loss 0.1946 | IoU 0.511 [2021-06-12 11:51:41,018][root][INFO] - Lr: 4.600e-03 | Epoch: [46][90/372] | Time 0.518 | Data 0.093 | Loss 0.1946 | IoU 0.511 [2021-06-12 11:51:46,005][root][INFO] - Lr: 4.597e-03 | Epoch: [46][100/372] | Time 0.516 | Data 0.092 | Loss 0.1946 | IoU 0.511 [2021-06-12 11:51:50,904][root][INFO] - Lr: 4.593e-03 | Epoch: [46][110/372] | Time 0.514 | Data 0.090 | Loss 0.1945 | IoU 0.511 [2021-06-12 11:51:55,948][root][INFO] - Lr: 4.590e-03 | Epoch: [46][120/372] | Time 0.513 | Data 0.089 | Loss 0.1945 | IoU 0.511 [2021-06-12 11:52:00,982][root][INFO] - Lr: 4.587e-03 | Epoch: [46][130/372] | Time 0.512 | Data 0.088 | Loss 0.1944 | IoU 0.512 [2021-06-12 11:52:06,093][root][INFO] - Lr: 4.583e-03 | Epoch: [46][140/372] | Time 0.512 | Data 0.088 | Loss 0.1944 | IoU 0.512 [2021-06-12 11:52:11,205][root][INFO] - Lr: 4.580e-03 | Epoch: [46][150/372] | Time 0.512 | Data 0.088 | Loss 0.1944 | IoU 0.512 [2021-06-12 11:52:16,189][root][INFO] - Lr: 4.577e-03 | Epoch: [46][160/372] | Time 0.511 | Data 0.087 | Loss 0.1943 | IoU 0.512 [2021-06-12 11:52:21,167][root][INFO] - Lr: 4.573e-03 | Epoch: [46][170/372] | Time 0.510 | Data 0.087 | Loss 0.1943 | IoU 0.512 [2021-06-12 11:52:26,089][root][INFO] - Lr: 4.570e-03 | Epoch: [46][180/372] | Time 0.509 | Data 0.085 | Loss 0.1943 | IoU 0.512 [2021-06-12 11:52:31,105][root][INFO] - Lr: 4.567e-03 | Epoch: [46][190/372] | Time 0.509 | Data 0.085 | Loss 0.1942 | IoU 0.512 [2021-06-12 11:52:36,283][root][INFO] - Lr: 4.564e-03 | Epoch: [46][200/372] | Time 0.509 | Data 0.085 | Loss 0.1942 | IoU 0.512 [2021-06-12 11:52:41,268][root][INFO] - Lr: 4.560e-03 | Epoch: [46][210/372] | Time 0.509 | Data 0.085 | Loss 0.1941 | IoU 0.512 [2021-06-12 11:52:46,410][root][INFO] - Lr: 4.557e-03 | Epoch: [46][220/372] | Time 0.509 | Data 0.085 | Loss 0.1941 | IoU 0.512 [2021-06-12 11:52:51,469][root][INFO] - Lr: 4.554e-03 | Epoch: [46][230/372] | Time 0.509 | Data 0.085 | Loss 0.1941 | IoU 0.512 [2021-06-12 11:52:56,615][root][INFO] - Lr: 4.550e-03 | Epoch: [46][240/372] | Time 0.509 | Data 0.084 | Loss 0.1940 | IoU 0.512 [2021-06-12 11:53:01,570][root][INFO] - Lr: 4.547e-03 | Epoch: [46][250/372] | Time 0.509 | Data 0.084 | Loss 0.1940 | IoU 0.512 [2021-06-12 11:53:06,640][root][INFO] - Lr: 4.544e-03 | Epoch: [46][260/372] | Time 0.509 | Data 0.084 | Loss 0.1940 | IoU 0.512 [2021-06-12 11:53:11,794][root][INFO] - Lr: 4.540e-03 | Epoch: [46][270/372] | Time 0.509 | Data 0.084 | Loss 0.1939 | IoU 0.512 [2021-06-12 11:53:16,891][root][INFO] - Lr: 4.537e-03 | Epoch: [46][280/372] | Time 0.509 | Data 0.084 | Loss 0.1939 | IoU 0.512 [2021-06-12 11:53:21,849][root][INFO] - Lr: 4.534e-03 | Epoch: [46][290/372] | Time 0.508 | Data 0.083 | Loss 0.1939 | IoU 0.512 [2021-06-12 11:53:26,856][root][INFO] - Lr: 4.531e-03 | Epoch: [46][300/372] | Time 0.508 | Data 0.083 | Loss 0.1938 | IoU 0.512 [2021-06-12 11:53:31,919][root][INFO] - Lr: 4.527e-03 | Epoch: [46][310/372] | Time 0.508 | Data 0.083 | Loss 0.1938 | IoU 0.512 [2021-06-12 11:53:37,065][root][INFO] - Lr: 4.524e-03 | Epoch: [46][320/372] | Time 0.508 | Data 0.083 | Loss 0.1937 | IoU 0.512 [2021-06-12 11:53:42,053][root][INFO] - Lr: 4.521e-03 | Epoch: [46][330/372] | Time 0.508 | Data 0.083 | Loss 0.1937 | IoU 0.513 [2021-06-12 11:53:46,977][root][INFO] - Lr: 4.517e-03 | Epoch: [46][340/372] | Time 0.507 | Data 0.082 | Loss 0.1937 | IoU 0.513 [2021-06-12 11:53:51,984][root][INFO] - Lr: 4.514e-03 | Epoch: [46][350/372] | Time 0.507 | Data 0.082 | Loss 0.1936 | IoU 0.513 [2021-06-12 11:53:56,947][root][INFO] - Lr: 4.511e-03 | Epoch: [46][360/372] | Time 0.507 | Data 0.082 | Loss 0.1936 | IoU 0.513 [2021-06-12 11:54:01,688][root][INFO] - Lr: 4.507e-03 | Epoch: [46][370/372] | Time 0.506 | Data 0.081 | Loss 0.1936 | IoU 0.513 [2021-06-12 11:54:04,220][root][INFO] - Lr: 4.507e-03 | Epoch: [47][0/372] | Time 1.849 | Data 1.369 | Loss 0.1936 | IoU 0.513 [2021-06-12 11:54:09,670][root][INFO] - Lr: 4.503e-03 | Epoch: [47][10/372] | Time 0.667 | Data 0.221 | Loss 0.1935 | IoU 0.513 [2021-06-12 11:54:14,904][root][INFO] - Lr: 4.500e-03 | Epoch: [47][20/372] | Time 0.600 | Data 0.161 | Loss 0.1935 | IoU 0.513 [2021-06-12 11:54:19,970][root][INFO] - Lr: 4.497e-03 | Epoch: [47][30/372] | Time 0.568 | Data 0.133 | Loss 0.1934 | IoU 0.513 [2021-06-12 11:54:25,005][root][INFO] - Lr: 4.494e-03 | Epoch: [47][40/372] | Time 0.554 | Data 0.120 | Loss 0.1934 | IoU 0.513 [2021-06-12 11:54:30,097][root][INFO] - Lr: 4.490e-03 | Epoch: [47][50/372] | Time 0.544 | Data 0.112 | Loss 0.1934 | IoU 0.513 [2021-06-12 11:54:35,204][root][INFO] - Lr: 4.487e-03 | Epoch: [47][60/372] | Time 0.538 | Data 0.107 | Loss 0.1933 | IoU 0.513 [2021-06-12 11:54:40,350][root][INFO] - Lr: 4.484e-03 | Epoch: [47][70/372] | Time 0.535 | Data 0.105 | Loss 0.1933 | IoU 0.513 [2021-06-12 11:54:45,379][root][INFO] - Lr: 4.480e-03 | Epoch: [47][80/372] | Time 0.532 | Data 0.102 | Loss 0.1933 | IoU 0.513 [2021-06-12 11:54:50,473][root][INFO] - Lr: 4.477e-03 | Epoch: [47][90/372] | Time 0.529 | Data 0.100 | Loss 0.1932 | IoU 0.513 [2021-06-12 11:54:55,528][root][INFO] - Lr: 4.474e-03 | Epoch: [47][100/372] | Time 0.526 | Data 0.097 | Loss 0.1932 | IoU 0.513 [2021-06-12 11:55:00,657][root][INFO] - Lr: 4.470e-03 | Epoch: [47][110/372] | Time 0.525 | Data 0.096 | Loss 0.1931 | IoU 0.513 [2021-06-12 11:55:05,833][root][INFO] - Lr: 4.467e-03 | Epoch: [47][120/372] | Time 0.524 | Data 0.095 | Loss 0.1931 | IoU 0.513 [2021-06-12 11:55:10,884][root][INFO] - Lr: 4.464e-03 | Epoch: [47][130/372] | Time 0.524 | Data 0.094 | Loss 0.1931 | IoU 0.513 [2021-06-12 11:55:15,854][root][INFO] - Lr: 4.461e-03 | Epoch: [47][140/372] | Time 0.521 | Data 0.092 | Loss 0.1930 | IoU 0.513 [2021-06-12 11:55:20,870][root][INFO] - Lr: 4.457e-03 | Epoch: [47][150/372] | Time 0.520 | Data 0.091 | Loss 0.1930 | IoU 0.513 [2021-06-12 11:55:25,679][root][INFO] - Lr: 4.454e-03 | Epoch: [47][160/372] | Time 0.518 | Data 0.089 | Loss 0.1930 | IoU 0.513 [2021-06-12 11:55:30,762][root][INFO] - Lr: 4.451e-03 | Epoch: [47][170/372] | Time 0.517 | Data 0.089 | Loss 0.1929 | IoU 0.514 [2021-06-12 11:55:35,826][root][INFO] - Lr: 4.447e-03 | Epoch: [47][180/372] | Time 0.517 | Data 0.088 | Loss 0.1929 | IoU 0.514 [2021-06-12 11:55:40,980][root][INFO] - Lr: 4.444e-03 | Epoch: [47][190/372] | Time 0.516 | Data 0.088 | Loss 0.1929 | IoU 0.514 [2021-06-12 11:55:45,985][root][INFO] - Lr: 4.441e-03 | Epoch: [47][200/372] | Time 0.516 | Data 0.088 | Loss 0.1928 | IoU 0.514 [2021-06-12 11:55:50,966][root][INFO] - Lr: 4.437e-03 | Epoch: [47][210/372] | Time 0.515 | Data 0.088 | Loss 0.1928 | IoU 0.514 [2021-06-12 11:55:55,939][root][INFO] - Lr: 4.434e-03 | Epoch: [47][220/372] | Time 0.514 | Data 0.087 | Loss 0.1927 | IoU 0.514 [2021-06-12 11:56:01,022][root][INFO] - Lr: 4.431e-03 | Epoch: [47][230/372] | Time 0.514 | Data 0.087 | Loss 0.1927 | IoU 0.514 [2021-06-12 11:56:06,104][root][INFO] - Lr: 4.427e-03 | Epoch: [47][240/372] | Time 0.513 | Data 0.087 | Loss 0.1927 | IoU 0.514 [2021-06-12 11:56:10,974][root][INFO] - Lr: 4.424e-03 | Epoch: [47][250/372] | Time 0.513 | Data 0.086 | Loss 0.1926 | IoU 0.514 [2021-06-12 11:56:16,016][root][INFO] - Lr: 4.421e-03 | Epoch: [47][260/372] | Time 0.512 | Data 0.086 | Loss 0.1926 | IoU 0.514 [2021-06-12 11:56:20,918][root][INFO] - Lr: 4.417e-03 | Epoch: [47][270/372] | Time 0.511 | Data 0.085 | Loss 0.1926 | IoU 0.514 [2021-06-12 11:56:25,825][root][INFO] - Lr: 4.414e-03 | Epoch: [47][280/372] | Time 0.511 | Data 0.084 | Loss 0.1925 | IoU 0.514 [2021-06-12 11:56:30,910][root][INFO] - Lr: 4.411e-03 | Epoch: [47][290/372] | Time 0.511 | Data 0.084 | Loss 0.1925 | IoU 0.514 [2021-06-12 11:56:35,842][root][INFO] - Lr: 4.408e-03 | Epoch: [47][300/372] | Time 0.510 | Data 0.084 | Loss 0.1924 | IoU 0.514 [2021-06-12 11:56:40,883][root][INFO] - Lr: 4.404e-03 | Epoch: [47][310/372] | Time 0.510 | Data 0.084 | Loss 0.1924 | IoU 0.514 [2021-06-12 11:56:45,976][root][INFO] - Lr: 4.401e-03 | Epoch: [47][320/372] | Time 0.510 | Data 0.084 | Loss 0.1924 | IoU 0.514 [2021-06-12 11:56:51,056][root][INFO] - Lr: 4.398e-03 | Epoch: [47][330/372] | Time 0.510 | Data 0.084 | Loss 0.1923 | IoU 0.514 [2021-06-12 11:56:55,934][root][INFO] - Lr: 4.394e-03 | Epoch: [47][340/372] | Time 0.509 | Data 0.083 | Loss 0.1923 | IoU 0.514 [2021-06-12 11:57:00,900][root][INFO] - Lr: 4.391e-03 | Epoch: [47][350/372] | Time 0.509 | Data 0.083 | Loss 0.1923 | IoU 0.514 [2021-06-12 11:57:05,830][root][INFO] - Lr: 4.388e-03 | Epoch: [47][360/372] | Time 0.508 | Data 0.083 | Loss 0.1922 | IoU 0.514 [2021-06-12 11:57:10,485][root][INFO] - Lr: 4.384e-03 | Epoch: [47][370/372] | Time 0.507 | Data 0.082 | Loss 0.1922 | IoU 0.514 [2021-06-12 11:57:12,962][root][INFO] - Lr: 4.384e-03 | Epoch: [48][0/372] | Time 1.788 | Data 1.338 | Loss 0.1922 | IoU 0.514 [2021-06-12 11:57:17,960][root][INFO] - Lr: 4.380e-03 | Epoch: [48][10/372] | Time 0.623 | Data 0.196 | Loss 0.1922 | IoU 0.515 [2021-06-12 11:57:22,934][root][INFO] - Lr: 4.377e-03 | Epoch: [48][20/372] | Time 0.562 | Data 0.136 | Loss 0.1921 | IoU 0.515 [2021-06-12 11:57:27,970][root][INFO] - Lr: 4.374e-03 | Epoch: [48][30/372] | Time 0.542 | Data 0.117 | Loss 0.1921 | IoU 0.515 [2021-06-12 11:57:32,905][root][INFO] - Lr: 4.370e-03 | Epoch: [48][40/372] | Time 0.531 | Data 0.106 | Loss 0.1920 | IoU 0.515 [2021-06-12 11:57:37,868][root][INFO] - Lr: 4.367e-03 | Epoch: [48][50/372] | Time 0.524 | Data 0.100 | Loss 0.1920 | IoU 0.515 [2021-06-12 11:57:42,880][root][INFO] - Lr: 4.364e-03 | Epoch: [48][60/372] | Time 0.520 | Data 0.096 | Loss 0.1920 | IoU 0.515 [2021-06-12 11:57:47,968][root][INFO] - Lr: 4.360e-03 | Epoch: [48][70/372] | Time 0.519 | Data 0.094 | Loss 0.1919 | IoU 0.515 [2021-06-12 11:57:52,866][root][INFO] - Lr: 4.357e-03 | Epoch: [48][80/372] | Time 0.515 | Data 0.091 | Loss 0.1919 | IoU 0.515 [2021-06-12 11:57:57,916][root][INFO] - Lr: 4.354e-03 | Epoch: [48][90/372] | Time 0.514 | Data 0.090 | Loss 0.1919 | IoU 0.515 [2021-06-12 11:58:02,968][root][INFO] - Lr: 4.351e-03 | Epoch: [48][100/372] | Time 0.513 | Data 0.089 | Loss 0.1918 | IoU 0.515 [2021-06-12 11:58:07,985][root][INFO] - Lr: 4.347e-03 | Epoch: [48][110/372] | Time 0.512 | Data 0.088 | Loss 0.1918 | IoU 0.515 [2021-06-12 11:58:13,106][root][INFO] - Lr: 4.344e-03 | Epoch: [48][120/372] | Time 0.512 | Data 0.088 | Loss 0.1918 | IoU 0.515 [2021-06-12 11:58:18,165][root][INFO] - Lr: 4.341e-03 | Epoch: [48][130/372] | Time 0.511 | Data 0.087 | Loss 0.1917 | IoU 0.515 [2021-06-12 11:58:23,254][root][INFO] - Lr: 4.337e-03 | Epoch: [48][140/372] | Time 0.512 | Data 0.087 | Loss 0.1917 | IoU 0.515 [2021-06-12 11:58:28,442][root][INFO] - Lr: 4.334e-03 | Epoch: [48][150/372] | Time 0.512 | Data 0.088 | Loss 0.1917 | IoU 0.515 [2021-06-12 11:58:33,581][root][INFO] - Lr: 4.331e-03 | Epoch: [48][160/372] | Time 0.512 | Data 0.088 | Loss 0.1916 | IoU 0.515 [2021-06-12 11:58:38,485][root][INFO] - Lr: 4.327e-03 | Epoch: [48][170/372] | Time 0.511 | Data 0.086 | Loss 0.1916 | IoU 0.515 [2021-06-12 11:58:43,520][root][INFO] - Lr: 4.324e-03 | Epoch: [48][180/372] | Time 0.510 | Data 0.086 | Loss 0.1916 | IoU 0.515 [2021-06-12 11:58:48,522][root][INFO] - Lr: 4.321e-03 | Epoch: [48][190/372] | Time 0.510 | Data 0.086 | Loss 0.1915 | IoU 0.515 [2021-06-12 11:58:53,415][root][INFO] - Lr: 4.317e-03 | Epoch: [48][200/372] | Time 0.509 | Data 0.085 | Loss 0.1915 | IoU 0.515 [2021-06-12 11:58:58,481][root][INFO] - Lr: 4.314e-03 | Epoch: [48][210/372] | Time 0.509 | Data 0.085 | Loss 0.1914 | IoU 0.515 [2021-06-12 11:59:03,507][root][INFO] - Lr: 4.311e-03 | Epoch: [48][220/372] | Time 0.508 | Data 0.084 | Loss 0.1914 | IoU 0.516 [2021-06-12 11:59:08,574][root][INFO] - Lr: 4.307e-03 | Epoch: [48][230/372] | Time 0.508 | Data 0.084 | Loss 0.1914 | IoU 0.516 [2021-06-12 11:59:13,585][root][INFO] - Lr: 4.304e-03 | Epoch: [48][240/372] | Time 0.508 | Data 0.084 | Loss 0.1913 | IoU 0.516 [2021-06-12 11:59:18,528][root][INFO] - Lr: 4.301e-03 | Epoch: [48][250/372] | Time 0.507 | Data 0.083 | Loss 0.1913 | IoU 0.516 [2021-06-12 11:59:23,702][root][INFO] - Lr: 4.297e-03 | Epoch: [48][260/372] | Time 0.508 | Data 0.083 | Loss 0.1913 | IoU 0.516 [2021-06-12 11:59:28,930][root][INFO] - Lr: 4.294e-03 | Epoch: [48][270/372] | Time 0.508 | Data 0.084 | Loss 0.1912 | IoU 0.516 [2021-06-12 11:59:34,006][root][INFO] - Lr: 4.291e-03 | Epoch: [48][280/372] | Time 0.508 | Data 0.084 | Loss 0.1912 | IoU 0.516 [2021-06-12 11:59:39,143][root][INFO] - Lr: 4.287e-03 | Epoch: [48][290/372] | Time 0.509 | Data 0.084 | Loss 0.1912 | IoU 0.516 [2021-06-12 11:59:44,226][root][INFO] - Lr: 4.284e-03 | Epoch: [48][300/372] | Time 0.509 | Data 0.084 | Loss 0.1911 | IoU 0.516 [2021-06-12 11:59:49,277][root][INFO] - Lr: 4.281e-03 | Epoch: [48][310/372] | Time 0.508 | Data 0.084 | Loss 0.1911 | IoU 0.516 [2021-06-12 11:59:54,494][root][INFO] - Lr: 4.277e-03 | Epoch: [48][320/372] | Time 0.509 | Data 0.084 | Loss 0.1910 | IoU 0.516 [2021-06-12 11:59:59,678][root][INFO] - Lr: 4.274e-03 | Epoch: [48][330/372] | Time 0.509 | Data 0.084 | Loss 0.1910 | IoU 0.516 [2021-06-12 12:00:04,814][root][INFO] - Lr: 4.271e-03 | Epoch: [48][340/372] | Time 0.509 | Data 0.085 | Loss 0.1910 | IoU 0.516 [2021-06-12 12:00:09,881][root][INFO] - Lr: 4.268e-03 | Epoch: [48][350/372] | Time 0.509 | Data 0.084 | Loss 0.1909 | IoU 0.516 [2021-06-12 12:00:14,994][root][INFO] - Lr: 4.264e-03 | Epoch: [48][360/372] | Time 0.509 | Data 0.085 | Loss 0.1909 | IoU 0.516 [2021-06-12 12:00:19,720][root][INFO] - Lr: 4.261e-03 | Epoch: [48][370/372] | Time 0.508 | Data 0.084 | Loss 0.1909 | IoU 0.516 [2021-06-12 12:00:22,288][root][INFO] - Lr: 4.260e-03 | Epoch: [49][0/372] | Time 1.865 | Data 1.388 | Loss 0.1909 | IoU 0.516 [2021-06-12 12:00:27,574][root][INFO] - Lr: 4.257e-03 | Epoch: [49][10/372] | Time 0.659 | Data 0.213 | Loss 0.1908 | IoU 0.516 [2021-06-12 12:00:32,613][root][INFO] - Lr: 4.254e-03 | Epoch: [49][20/372] | Time 0.581 | Data 0.146 | Loss 0.1908 | IoU 0.516 [2021-06-12 12:00:37,604][root][INFO] - Lr: 4.250e-03 | Epoch: [49][30/372] | Time 0.557 | Data 0.125 | Loss 0.1907 | IoU 0.516 [2021-06-12 12:00:42,781][root][INFO] - Lr: 4.247e-03 | Epoch: [49][40/372] | Time 0.548 | Data 0.115 | Loss 0.1907 | IoU 0.516 [2021-06-12 12:00:47,777][root][INFO] - Lr: 4.244e-03 | Epoch: [49][50/372] | Time 0.538 | Data 0.107 | Loss 0.1907 | IoU 0.516 [2021-06-12 12:00:52,716][root][INFO] - Lr: 4.240e-03 | Epoch: [49][60/372] | Time 0.530 | Data 0.099 | Loss 0.1906 | IoU 0.516 [2021-06-12 12:00:57,941][root][INFO] - Lr: 4.237e-03 | Epoch: [49][70/372] | Time 0.529 | Data 0.099 | Loss 0.1906 | IoU 0.516 [2021-06-12 12:01:03,090][root][INFO] - Lr: 4.234e-03 | Epoch: [49][80/372] | Time 0.527 | Data 0.098 | Loss 0.1906 | IoU 0.517 [2021-06-12 12:01:08,171][root][INFO] - Lr: 4.230e-03 | Epoch: [49][90/372] | Time 0.525 | Data 0.096 | Loss 0.1905 | IoU 0.517 [2021-06-12 12:01:13,213][root][INFO] - Lr: 4.227e-03 | Epoch: [49][100/372] | Time 0.523 | Data 0.095 | Loss 0.1905 | IoU 0.517 [2021-06-12 12:01:18,422][root][INFO] - Lr: 4.224e-03 | Epoch: [49][110/372] | Time 0.523 | Data 0.093 | Loss 0.1905 | IoU 0.517 [2021-06-12 12:01:23,629][root][INFO] - Lr: 4.220e-03 | Epoch: [49][120/372] | Time 0.523 | Data 0.093 | Loss 0.1904 | IoU 0.517 [2021-06-12 12:01:28,643][root][INFO] - Lr: 4.217e-03 | Epoch: [49][130/372] | Time 0.521 | Data 0.092 | Loss 0.1904 | IoU 0.517 [2021-06-12 12:01:33,576][root][INFO] - Lr: 4.214e-03 | Epoch: [49][140/372] | Time 0.519 | Data 0.090 | Loss 0.1904 | IoU 0.517 [2021-06-12 12:01:38,651][root][INFO] - Lr: 4.210e-03 | Epoch: [49][150/372] | Time 0.519 | Data 0.090 | Loss 0.1903 | IoU 0.517 [2021-06-12 12:01:43,805][root][INFO] - Lr: 4.207e-03 | Epoch: [49][160/372] | Time 0.518 | Data 0.089 | Loss 0.1903 | IoU 0.517 [2021-06-12 12:01:48,797][root][INFO] - Lr: 4.204e-03 | Epoch: [49][170/372] | Time 0.517 | Data 0.088 | Loss 0.1903 | IoU 0.517 [2021-06-12 12:01:53,990][root][INFO] - Lr: 4.200e-03 | Epoch: [49][180/372] | Time 0.517 | Data 0.089 | Loss 0.1902 | IoU 0.517 [2021-06-12 12:01:58,858][root][INFO] - Lr: 4.197e-03 | Epoch: [49][190/372] | Time 0.516 | Data 0.088 | Loss 0.1902 | IoU 0.517 [2021-06-12 12:02:03,808][root][INFO] - Lr: 4.194e-03 | Epoch: [49][200/372] | Time 0.515 | Data 0.087 | Loss 0.1902 | IoU 0.517 [2021-06-12 12:02:08,820][root][INFO] - Lr: 4.190e-03 | Epoch: [49][210/372] | Time 0.514 | Data 0.086 | Loss 0.1901 | IoU 0.517 [2021-06-12 12:02:13,778][root][INFO] - Lr: 4.187e-03 | Epoch: [49][220/372] | Time 0.513 | Data 0.085 | Loss 0.1901 | IoU 0.517 [2021-06-12 12:02:18,821][root][INFO] - Lr: 4.184e-03 | Epoch: [49][230/372] | Time 0.513 | Data 0.085 | Loss 0.1901 | IoU 0.517 [2021-06-12 12:02:23,934][root][INFO] - Lr: 4.180e-03 | Epoch: [49][240/372] | Time 0.513 | Data 0.085 | Loss 0.1900 | IoU 0.517 [2021-06-12 12:02:28,865][root][INFO] - Lr: 4.177e-03 | Epoch: [49][250/372] | Time 0.512 | Data 0.085 | Loss 0.1900 | IoU 0.517 [2021-06-12 12:02:33,796][root][INFO] - Lr: 4.174e-03 | Epoch: [49][260/372] | Time 0.511 | Data 0.084 | Loss 0.1899 | IoU 0.517 [2021-06-12 12:02:38,733][root][INFO] - Lr: 4.170e-03 | Epoch: [49][270/372] | Time 0.511 | Data 0.084 | Loss 0.1899 | IoU 0.517 [2021-06-12 12:02:43,681][root][INFO] - Lr: 4.167e-03 | Epoch: [49][280/372] | Time 0.510 | Data 0.083 | Loss 0.1899 | IoU 0.518 [2021-06-12 12:02:48,812][root][INFO] - Lr: 4.164e-03 | Epoch: [49][290/372] | Time 0.510 | Data 0.083 | Loss 0.1898 | IoU 0.518 [2021-06-12 12:02:53,798][root][INFO] - Lr: 4.160e-03 | Epoch: [49][300/372] | Time 0.510 | Data 0.083 | Loss 0.1898 | IoU 0.518 [2021-06-12 12:02:58,943][root][INFO] - Lr: 4.157e-03 | Epoch: [49][310/372] | Time 0.510 | Data 0.083 | Loss 0.1898 | IoU 0.518 [2021-06-12 12:03:03,691][root][INFO] - Lr: 4.154e-03 | Epoch: [49][320/372] | Time 0.509 | Data 0.082 | Loss 0.1897 | IoU 0.518 [2021-06-12 12:03:08,778][root][INFO] - Lr: 4.150e-03 | Epoch: [49][330/372] | Time 0.509 | Data 0.082 | Loss 0.1897 | IoU 0.518 [2021-06-12 12:03:13,740][root][INFO] - Lr: 4.147e-03 | Epoch: [49][340/372] | Time 0.508 | Data 0.082 | Loss 0.1897 | IoU 0.518 [2021-06-12 12:03:18,704][root][INFO] - Lr: 4.144e-03 | Epoch: [49][350/372] | Time 0.508 | Data 0.082 | Loss 0.1896 | IoU 0.518 [2021-06-12 12:03:23,770][root][INFO] - Lr: 4.140e-03 | Epoch: [49][360/372] | Time 0.508 | Data 0.082 | Loss 0.1896 | IoU 0.518 [2021-06-12 12:03:28,536][root][INFO] - Lr: 4.137e-03 | Epoch: [49][370/372] | Time 0.507 | Data 0.081 | Loss 0.1896 | IoU 0.518 [2021-06-12 12:03:31,038][root][INFO] - Lr: 4.136e-03 | Epoch: [50][0/372] | Time 1.775 | Data 1.306 | Loss 0.1896 | IoU 0.518 [2021-06-12 12:03:36,372][root][INFO] - Lr: 4.133e-03 | Epoch: [50][10/372] | Time 0.650 | Data 0.211 | Loss 0.1895 | IoU 0.518 [2021-06-12 12:03:41,344][root][INFO] - Lr: 4.130e-03 | Epoch: [50][20/372] | Time 0.577 | Data 0.147 | Loss 0.1895 | IoU 0.518 [2021-06-12 12:03:46,251][root][INFO] - Lr: 4.126e-03 | Epoch: [50][30/372] | Time 0.551 | Data 0.123 | Loss 0.1895 | IoU 0.518 [2021-06-12 12:03:51,398][root][INFO] - Lr: 4.123e-03 | Epoch: [50][40/372] | Time 0.541 | Data 0.115 | Loss 0.1894 | IoU 0.518 [2021-06-12 12:03:56,278][root][INFO] - Lr: 4.120e-03 | Epoch: [50][50/372] | Time 0.531 | Data 0.106 | Loss 0.1894 | IoU 0.518 [2021-06-12 12:04:01,370][root][INFO] - Lr: 4.116e-03 | Epoch: [50][60/372] | Time 0.528 | Data 0.102 | Loss 0.1894 | IoU 0.518 [2021-06-12 12:04:06,438][root][INFO] - Lr: 4.113e-03 | Epoch: [50][70/372] | Time 0.524 | Data 0.099 | Loss 0.1893 | IoU 0.518 [2021-06-12 12:04:11,388][root][INFO] - Lr: 4.110e-03 | Epoch: [50][80/372] | Time 0.521 | Data 0.095 | Loss 0.1893 | IoU 0.518 [2021-06-12 12:04:16,269][root][INFO] - Lr: 4.106e-03 | Epoch: [50][90/372] | Time 0.517 | Data 0.093 | Loss 0.1892 | IoU 0.518 [2021-06-12 12:04:21,345][root][INFO] - Lr: 4.103e-03 | Epoch: [50][100/372] | Time 0.516 | Data 0.091 | Loss 0.1892 | IoU 0.518 [2021-06-12 12:04:26,337][root][INFO] - Lr: 4.100e-03 | Epoch: [50][110/372] | Time 0.515 | Data 0.089 | Loss 0.1892 | IoU 0.518 [2021-06-12 12:04:31,326][root][INFO] - Lr: 4.096e-03 | Epoch: [50][120/372] | Time 0.513 | Data 0.088 | Loss 0.1891 | IoU 0.519 [2021-06-12 12:04:36,307][root][INFO] - Lr: 4.093e-03 | Epoch: [50][130/372] | Time 0.512 | Data 0.087 | Loss 0.1891 | IoU 0.519 [2021-06-12 12:04:41,347][root][INFO] - Lr: 4.090e-03 | Epoch: [50][140/372] | Time 0.511 | Data 0.086 | Loss 0.1891 | IoU 0.519 [2021-06-12 12:04:46,449][root][INFO] - Lr: 4.086e-03 | Epoch: [50][150/372] | Time 0.512 | Data 0.086 | Loss 0.1890 | IoU 0.519 [2021-06-12 12:04:51,530][root][INFO] - Lr: 4.083e-03 | Epoch: [50][160/372] | Time 0.511 | Data 0.086 | Loss 0.1890 | IoU 0.519 [2021-06-12 12:04:56,630][root][INFO] - Lr: 4.080e-03 | Epoch: [50][170/372] | Time 0.511 | Data 0.086 | Loss 0.1890 | IoU 0.519 [2021-06-12 12:05:01,725][root][INFO] - Lr: 4.076e-03 | Epoch: [50][180/372] | Time 0.511 | Data 0.086 | Loss 0.1889 | IoU 0.519 [2021-06-12 12:05:06,703][root][INFO] - Lr: 4.073e-03 | Epoch: [50][190/372] | Time 0.510 | Data 0.085 | Loss 0.1889 | IoU 0.519 [2021-06-12 12:05:11,829][root][INFO] - Lr: 4.070e-03 | Epoch: [50][200/372] | Time 0.510 | Data 0.085 | Loss 0.1889 | IoU 0.519 [2021-06-12 12:05:16,886][root][INFO] - Lr: 4.066e-03 | Epoch: [50][210/372] | Time 0.510 | Data 0.084 | Loss 0.1888 | IoU 0.519 [2021-06-12 12:05:22,050][root][INFO] - Lr: 4.063e-03 | Epoch: [50][220/372] | Time 0.511 | Data 0.085 | Loss 0.1888 | IoU 0.519 [2021-06-12 12:05:26,950][root][INFO] - Lr: 4.060e-03 | Epoch: [50][230/372] | Time 0.510 | Data 0.084 | Loss 0.1888 | IoU 0.519 [2021-06-12 12:05:32,068][root][INFO] - Lr: 4.056e-03 | Epoch: [50][240/372] | Time 0.510 | Data 0.084 | Loss 0.1887 | IoU 0.519 [2021-06-12 12:05:37,210][root][INFO] - Lr: 4.053e-03 | Epoch: [50][250/372] | Time 0.510 | Data 0.084 | Loss 0.1887 | IoU 0.519 [2021-06-12 12:05:42,327][root][INFO] - Lr: 4.049e-03 | Epoch: [50][260/372] | Time 0.510 | Data 0.084 | Loss 0.1887 | IoU 0.519 [2021-06-12 12:05:47,446][root][INFO] - Lr: 4.046e-03 | Epoch: [50][270/372] | Time 0.510 | Data 0.084 | Loss 0.1886 | IoU 0.519 [2021-06-12 12:05:52,529][root][INFO] - Lr: 4.043e-03 | Epoch: [50][280/372] | Time 0.510 | Data 0.084 | Loss 0.1886 | IoU 0.519 [2021-06-12 12:05:57,615][root][INFO] - Lr: 4.039e-03 | Epoch: [50][290/372] | Time 0.510 | Data 0.084 | Loss 0.1886 | IoU 0.519 [2021-06-12 12:06:02,740][root][INFO] - Lr: 4.036e-03 | Epoch: [50][300/372] | Time 0.510 | Data 0.084 | Loss 0.1885 | IoU 0.519 [2021-06-12 12:06:07,901][root][INFO] - Lr: 4.033e-03 | Epoch: [50][310/372] | Time 0.510 | Data 0.084 | Loss 0.1885 | IoU 0.519 [2021-06-12 12:06:12,950][root][INFO] - Lr: 4.029e-03 | Epoch: [50][320/372] | Time 0.510 | Data 0.084 | Loss 0.1885 | IoU 0.519 [2021-06-12 12:06:18,017][root][INFO] - Lr: 4.026e-03 | Epoch: [50][330/372] | Time 0.510 | Data 0.084 | Loss 0.1885 | IoU 0.519 [2021-06-12 12:06:23,330][root][INFO] - Lr: 4.023e-03 | Epoch: [50][340/372] | Time 0.511 | Data 0.084 | Loss 0.1884 | IoU 0.519 [2021-06-12 12:06:28,513][root][INFO] - Lr: 4.019e-03 | Epoch: [50][350/372] | Time 0.511 | Data 0.084 | Loss 0.1884 | IoU 0.520 [2021-06-12 12:06:33,517][root][INFO] - Lr: 4.016e-03 | Epoch: [50][360/372] | Time 0.510 | Data 0.084 | Loss 0.1883 | IoU 0.520 [2021-06-12 12:06:38,292][root][INFO] - Lr: 4.013e-03 | Epoch: [50][370/372] | Time 0.510 | Data 0.084 | Loss 0.1883 | IoU 0.520 [2021-06-12 12:06:39,227][root][INFO] - 0/500 [2021-06-12 12:06:39,441][root][INFO] - 1/500 [2021-06-12 12:06:39,599][root][INFO] - 2/500 [2021-06-12 12:06:39,691][root][INFO] - 3/500 [2021-06-12 12:06:39,807][root][INFO] - 4/500 [2021-06-12 12:06:39,912][root][INFO] - 5/500 [2021-06-12 12:06:40,059][root][INFO] - 6/500 [2021-06-12 12:06:40,162][root][INFO] - 7/500 [2021-06-12 12:06:40,286][root][INFO] - 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495/500 [2021-06-12 12:07:35,764][root][INFO] - 496/500 [2021-06-12 12:07:35,837][root][INFO] - 497/500 [2021-06-12 12:07:35,915][root][INFO] - 498/500 [2021-06-12 12:07:35,987][root][INFO] - 499/500 [2021-06-12 12:07:36,191][root][INFO] - Validation set: Time avg per batch 0.114 Loss avg 0.2902 IoU avg 0.545 [2021-06-12 12:07:36,193][root][INFO] - ---> save checkpoint [2021-06-12 12:07:41,575][root][INFO] - Lr: 4.012e-03 | Epoch: [51][0/372] | Time 1.903 | Data 1.402 | Loss 0.1883 | IoU 0.520 [2021-06-12 12:07:46,925][root][INFO] - Lr: 4.009e-03 | Epoch: [51][10/372] | Time 0.666 | Data 0.226 | Loss 0.1883 | IoU 0.520 [2021-06-12 12:07:51,964][root][INFO] - Lr: 4.005e-03 | Epoch: [51][20/372] | Time 0.589 | Data 0.158 | Loss 0.1882 | IoU 0.520 [2021-06-12 12:07:57,039][root][INFO] - Lr: 4.002e-03 | Epoch: [51][30/372] | Time 0.561 | Data 0.134 | Loss 0.1882 | IoU 0.520 [2021-06-12 12:08:02,103][root][INFO] - Lr: 3.999e-03 | Epoch: [51][40/372] | Time 0.548 | Data 0.121 | Loss 0.1882 | IoU 0.520 [2021-06-12 12:08:07,230][root][INFO] - Lr: 3.995e-03 | Epoch: [51][50/372] | Time 0.539 | Data 0.113 | Loss 0.1881 | IoU 0.520 [2021-06-12 12:08:12,475][root][INFO] - Lr: 3.992e-03 | Epoch: [51][60/372] | Time 0.537 | Data 0.110 | Loss 0.1881 | IoU 0.520 [2021-06-12 12:08:17,584][root][INFO] - Lr: 3.989e-03 | Epoch: [51][70/372] | Time 0.535 | Data 0.108 | Loss 0.1881 | IoU 0.520 [2021-06-12 12:08:22,734][root][INFO] - Lr: 3.985e-03 | Epoch: [51][80/372] | Time 0.531 | Data 0.104 | Loss 0.1880 | IoU 0.520 [2021-06-12 12:08:27,709][root][INFO] - Lr: 3.982e-03 | Epoch: [51][90/372] | Time 0.528 | Data 0.101 | Loss 0.1880 | IoU 0.520 [2021-06-12 12:08:32,745][root][INFO] - Lr: 3.979e-03 | Epoch: [51][100/372] | Time 0.526 | Data 0.099 | Loss 0.1880 | IoU 0.520 [2021-06-12 12:08:37,835][root][INFO] - Lr: 3.975e-03 | Epoch: [51][110/372] | Time 0.524 | Data 0.098 | Loss 0.1879 | IoU 0.520 [2021-06-12 12:08:42,851][root][INFO] - Lr: 3.972e-03 | Epoch: [51][120/372] | Time 0.523 | Data 0.097 | Loss 0.1879 | IoU 0.520 [2021-06-12 12:08:47,804][root][INFO] - Lr: 3.968e-03 | Epoch: [51][130/372] | Time 0.520 | Data 0.095 | Loss 0.1879 | IoU 0.520 [2021-06-12 12:08:52,777][root][INFO] - Lr: 3.965e-03 | Epoch: [51][140/372] | Time 0.519 | Data 0.093 | Loss 0.1878 | IoU 0.520 [2021-06-12 12:08:57,880][root][INFO] - Lr: 3.962e-03 | Epoch: [51][150/372] | Time 0.518 | Data 0.093 | Loss 0.1878 | IoU 0.520 [2021-06-12 12:09:02,977][root][INFO] - Lr: 3.958e-03 | Epoch: [51][160/372] | Time 0.518 | Data 0.092 | Loss 0.1878 | IoU 0.520 [2021-06-12 12:09:08,008][root][INFO] - Lr: 3.955e-03 | Epoch: [51][170/372] | Time 0.517 | Data 0.091 | Loss 0.1877 | IoU 0.520 [2021-06-12 12:09:13,013][root][INFO] - Lr: 3.952e-03 | Epoch: [51][180/372] | Time 0.516 | Data 0.090 | Loss 0.1877 | IoU 0.520 [2021-06-12 12:09:17,866][root][INFO] - Lr: 3.948e-03 | Epoch: [51][190/372] | Time 0.514 | Data 0.089 | Loss 0.1877 | IoU 0.520 [2021-06-12 12:09:23,022][root][INFO] - Lr: 3.945e-03 | Epoch: [51][200/372] | Time 0.515 | Data 0.089 | Loss 0.1876 | IoU 0.520 [2021-06-12 12:09:27,954][root][INFO] - Lr: 3.942e-03 | Epoch: [51][210/372] | Time 0.513 | Data 0.088 | Loss 0.1876 | IoU 0.521 [2021-06-12 12:09:32,923][root][INFO] - Lr: 3.938e-03 | Epoch: [51][220/372] | Time 0.513 | Data 0.087 | Loss 0.1876 | IoU 0.521 [2021-06-12 12:09:37,916][root][INFO] - Lr: 3.935e-03 | Epoch: [51][230/372] | Time 0.512 | Data 0.087 | Loss 0.1875 | IoU 0.521 [2021-06-12 12:09:42,912][root][INFO] - Lr: 3.932e-03 | Epoch: [51][240/372] | Time 0.511 | Data 0.086 | Loss 0.1875 | IoU 0.521 [2021-06-12 12:09:47,874][root][INFO] - Lr: 3.928e-03 | Epoch: [51][250/372] | Time 0.511 | Data 0.086 | Loss 0.1875 | IoU 0.521 [2021-06-12 12:09:52,859][root][INFO] - Lr: 3.925e-03 | Epoch: [51][260/372] | Time 0.510 | Data 0.086 | Loss 0.1874 | IoU 0.521 [2021-06-12 12:09:57,910][root][INFO] - Lr: 3.922e-03 | Epoch: [51][270/372] | Time 0.510 | Data 0.085 | Loss 0.1874 | IoU 0.521 [2021-06-12 12:10:02,871][root][INFO] - Lr: 3.918e-03 | Epoch: [51][280/372] | Time 0.510 | Data 0.085 | Loss 0.1874 | IoU 0.521 [2021-06-12 12:10:07,953][root][INFO] - Lr: 3.915e-03 | Epoch: [51][290/372] | Time 0.510 | Data 0.085 | Loss 0.1873 | IoU 0.521 [2021-06-12 12:10:13,010][root][INFO] - Lr: 3.911e-03 | Epoch: [51][300/372] | Time 0.510 | Data 0.084 | Loss 0.1873 | IoU 0.521 [2021-06-12 12:10:17,888][root][INFO] - Lr: 3.908e-03 | Epoch: [51][310/372] | Time 0.509 | Data 0.084 | Loss 0.1873 | IoU 0.521 [2021-06-12 12:10:22,869][root][INFO] - Lr: 3.905e-03 | Epoch: [51][320/372] | Time 0.509 | Data 0.083 | Loss 0.1872 | IoU 0.521 [2021-06-12 12:10:27,738][root][INFO] - Lr: 3.901e-03 | Epoch: [51][330/372] | Time 0.508 | Data 0.083 | Loss 0.1872 | IoU 0.521 [2021-06-12 12:10:32,618][root][INFO] - Lr: 3.898e-03 | Epoch: [51][340/372] | Time 0.507 | Data 0.082 | Loss 0.1872 | IoU 0.521 [2021-06-12 12:10:37,566][root][INFO] - Lr: 3.895e-03 | Epoch: [51][350/372] | Time 0.507 | Data 0.082 | Loss 0.1871 | IoU 0.521 [2021-06-12 12:10:42,628][root][INFO] - Lr: 3.891e-03 | Epoch: [51][360/372] | Time 0.507 | Data 0.082 | Loss 0.1871 | IoU 0.521 [2021-06-12 12:10:47,315][root][INFO] - Lr: 3.888e-03 | Epoch: [51][370/372] | Time 0.506 | Data 0.081 | Loss 0.1871 | IoU 0.521 [2021-06-12 12:10:49,852][root][INFO] - Lr: 3.887e-03 | Epoch: [52][0/372] | Time 1.777 | Data 1.322 | Loss 0.1871 | IoU 0.521 [2021-06-12 12:10:54,986][root][INFO] - Lr: 3.884e-03 | Epoch: [52][10/372] | Time 0.641 | Data 0.213 | Loss 0.1870 | IoU 0.521 [2021-06-12 12:11:00,041][root][INFO] - Lr: 3.881e-03 | Epoch: [52][20/372] | Time 0.572 | Data 0.146 | Loss 0.1870 | IoU 0.521 [2021-06-12 12:11:05,306][root][INFO] - Lr: 3.877e-03 | Epoch: [52][30/372] | Time 0.559 | Data 0.135 | Loss 0.1870 | IoU 0.521 [2021-06-12 12:11:10,466][root][INFO] - Lr: 3.874e-03 | Epoch: [52][40/372] | Time 0.548 | Data 0.123 | Loss 0.1869 | IoU 0.521 [2021-06-12 12:11:15,422][root][INFO] - Lr: 3.871e-03 | Epoch: [52][50/372] | Time 0.539 | Data 0.115 | Loss 0.1869 | IoU 0.521 [2021-06-12 12:11:20,457][root][INFO] - Lr: 3.867e-03 | Epoch: [52][60/372] | Time 0.533 | Data 0.109 | Loss 0.1869 | IoU 0.522 [2021-06-12 12:11:25,532][root][INFO] - Lr: 3.864e-03 | Epoch: [52][70/372] | Time 0.529 | Data 0.106 | Loss 0.1868 | IoU 0.522 [2021-06-12 12:11:30,454][root][INFO] - Lr: 3.860e-03 | Epoch: [52][80/372] | Time 0.524 | Data 0.101 | Loss 0.1868 | IoU 0.522 [2021-06-12 12:11:35,419][root][INFO] - Lr: 3.857e-03 | Epoch: [52][90/372] | Time 0.522 | Data 0.097 | Loss 0.1868 | IoU 0.522 [2021-06-12 12:11:40,444][root][INFO] - Lr: 3.854e-03 | Epoch: [52][100/372] | Time 0.519 | Data 0.095 | Loss 0.1867 | IoU 0.522 [2021-06-12 12:11:45,509][root][INFO] - Lr: 3.850e-03 | Epoch: [52][110/372] | Time 0.518 | Data 0.094 | Loss 0.1867 | IoU 0.522 [2021-06-12 12:11:50,475][root][INFO] - Lr: 3.847e-03 | Epoch: [52][120/372] | Time 0.517 | Data 0.093 | Loss 0.1867 | IoU 0.522 [2021-06-12 12:11:55,593][root][INFO] - Lr: 3.844e-03 | Epoch: [52][130/372] | Time 0.516 | Data 0.092 | Loss 0.1866 | IoU 0.522 [2021-06-12 12:12:00,741][root][INFO] - Lr: 3.840e-03 | Epoch: [52][140/372] | Time 0.516 | Data 0.092 | Loss 0.1866 | IoU 0.522 [2021-06-12 12:12:05,706][root][INFO] - Lr: 3.837e-03 | Epoch: [52][150/372] | Time 0.515 | Data 0.091 | Loss 0.1866 | IoU 0.522 [2021-06-12 12:12:10,633][root][INFO] - Lr: 3.834e-03 | Epoch: [52][160/372] | Time 0.514 | Data 0.089 | Loss 0.1865 | IoU 0.522 [2021-06-12 12:12:15,813][root][INFO] - Lr: 3.830e-03 | Epoch: [52][170/372] | Time 0.514 | Data 0.089 | Loss 0.1865 | IoU 0.522 [2021-06-12 12:12:20,725][root][INFO] - Lr: 3.827e-03 | Epoch: [52][180/372] | Time 0.512 | Data 0.088 | Loss 0.1865 | IoU 0.522 [2021-06-12 12:12:25,845][root][INFO] - Lr: 3.823e-03 | Epoch: [52][190/372] | Time 0.512 | Data 0.088 | Loss 0.1864 | IoU 0.522 [2021-06-12 12:12:30,903][root][INFO] - Lr: 3.820e-03 | Epoch: [52][200/372] | Time 0.512 | Data 0.088 | Loss 0.1864 | IoU 0.522 [2021-06-12 12:12:35,981][root][INFO] - Lr: 3.817e-03 | Epoch: [52][210/372] | Time 0.512 | Data 0.087 | Loss 0.1864 | IoU 0.522 [2021-06-12 12:12:40,976][root][INFO] - Lr: 3.813e-03 | Epoch: [52][220/372] | Time 0.511 | Data 0.087 | Loss 0.1864 | IoU 0.522 [2021-06-12 12:12:45,948][root][INFO] - Lr: 3.810e-03 | Epoch: [52][230/372] | Time 0.511 | Data 0.086 | Loss 0.1863 | IoU 0.522 [2021-06-12 12:12:51,069][root][INFO] - Lr: 3.807e-03 | Epoch: [52][240/372] | Time 0.511 | Data 0.086 | Loss 0.1863 | IoU 0.522 [2021-06-12 12:12:56,073][root][INFO] - Lr: 3.803e-03 | Epoch: [52][250/372] | Time 0.510 | Data 0.086 | Loss 0.1863 | IoU 0.522 [2021-06-12 12:13:00,883][root][INFO] - Lr: 3.800e-03 | Epoch: [52][260/372] | Time 0.509 | Data 0.085 | Loss 0.1862 | IoU 0.522 [2021-06-12 12:13:05,911][root][INFO] - Lr: 3.796e-03 | Epoch: [52][270/372] | Time 0.509 | Data 0.084 | Loss 0.1862 | IoU 0.522 [2021-06-12 12:13:10,978][root][INFO] - Lr: 3.793e-03 | Epoch: [52][280/372] | Time 0.509 | Data 0.084 | Loss 0.1862 | IoU 0.522 [2021-06-12 12:13:16,070][root][INFO] - Lr: 3.790e-03 | Epoch: [52][290/372] | Time 0.509 | Data 0.084 | Loss 0.1861 | IoU 0.523 [2021-06-12 12:13:21,146][root][INFO] - Lr: 3.786e-03 | Epoch: [52][300/372] | Time 0.509 | Data 0.084 | Loss 0.1861 | IoU 0.523 [2021-06-12 12:13:26,239][root][INFO] - Lr: 3.783e-03 | Epoch: [52][310/372] | Time 0.509 | Data 0.084 | Loss 0.1861 | IoU 0.523 [2021-06-12 12:13:31,299][root][INFO] - Lr: 3.780e-03 | Epoch: [52][320/372] | Time 0.509 | Data 0.084 | Loss 0.1860 | IoU 0.523 [2021-06-12 12:13:36,379][root][INFO] - Lr: 3.776e-03 | Epoch: [52][330/372] | Time 0.509 | Data 0.084 | Loss 0.1860 | IoU 0.523 [2021-06-12 12:13:41,362][root][INFO] - Lr: 3.773e-03 | Epoch: [52][340/372] | Time 0.509 | Data 0.084 | Loss 0.1860 | IoU 0.523 [2021-06-12 12:13:46,529][root][INFO] - Lr: 3.770e-03 | Epoch: [52][350/372] | Time 0.509 | Data 0.084 | Loss 0.1859 | IoU 0.523 [2021-06-12 12:13:51,672][root][INFO] - Lr: 3.766e-03 | Epoch: [52][360/372] | Time 0.509 | Data 0.084 | Loss 0.1859 | IoU 0.523 [2021-06-12 12:13:56,427][root][INFO] - Lr: 3.763e-03 | Epoch: [52][370/372] | Time 0.508 | Data 0.083 | Loss 0.1859 | IoU 0.523 [2021-06-12 12:13:59,090][root][INFO] - Lr: 3.762e-03 | Epoch: [53][0/372] | Time 1.959 | Data 1.466 | Loss 0.1859 | IoU 0.523 [2021-06-12 12:14:04,321][root][INFO] - Lr: 3.759e-03 | Epoch: [53][10/372] | Time 0.656 | Data 0.216 | Loss 0.1858 | IoU 0.523 [2021-06-12 12:14:09,419][root][INFO] - Lr: 3.755e-03 | Epoch: [53][20/372] | Time 0.587 | Data 0.154 | Loss 0.1858 | IoU 0.523 [2021-06-12 12:14:14,537][root][INFO] - Lr: 3.752e-03 | Epoch: [53][30/372] | Time 0.563 | Data 0.131 | Loss 0.1858 | IoU 0.523 [2021-06-12 12:14:19,471][root][INFO] - Lr: 3.749e-03 | Epoch: [53][40/372] | Time 0.546 | Data 0.116 | Loss 0.1857 | IoU 0.523 [2021-06-12 12:14:24,543][root][INFO] - Lr: 3.745e-03 | Epoch: [53][50/372] | Time 0.538 | Data 0.107 | Loss 0.1857 | IoU 0.523 [2021-06-12 12:14:29,593][root][INFO] - Lr: 3.742e-03 | Epoch: [53][60/372] | Time 0.533 | Data 0.103 | Loss 0.1857 | IoU 0.523 [2021-06-12 12:14:34,475][root][INFO] - Lr: 3.739e-03 | Epoch: [53][70/372] | Time 0.527 | Data 0.098 | Loss 0.1856 | IoU 0.523 [2021-06-12 12:14:39,710][root][INFO] - Lr: 3.735e-03 | Epoch: [53][80/372] | Time 0.526 | Data 0.097 | Loss 0.1856 | IoU 0.523 [2021-06-12 12:14:44,809][root][INFO] - Lr: 3.732e-03 | Epoch: [53][90/372] | Time 0.524 | Data 0.096 | Loss 0.1856 | IoU 0.523 [2021-06-12 12:14:49,915][root][INFO] - Lr: 3.728e-03 | Epoch: [53][100/372] | Time 0.523 | Data 0.095 | Loss 0.1856 | IoU 0.523 [2021-06-12 12:14:54,998][root][INFO] - Lr: 3.725e-03 | Epoch: [53][110/372] | Time 0.522 | Data 0.094 | Loss 0.1855 | IoU 0.523 [2021-06-12 12:15:00,203][root][INFO] - Lr: 3.722e-03 | Epoch: [53][120/372] | Time 0.521 | Data 0.094 | Loss 0.1855 | IoU 0.523 [2021-06-12 12:15:05,315][root][INFO] - Lr: 3.718e-03 | Epoch: [53][130/372] | Time 0.521 | Data 0.093 | Loss 0.1855 | IoU 0.523 [2021-06-12 12:15:10,341][root][INFO] - Lr: 3.715e-03 | Epoch: [53][140/372] | Time 0.519 | Data 0.092 | Loss 0.1854 | IoU 0.523 [2021-06-12 12:15:15,343][root][INFO] - Lr: 3.712e-03 | Epoch: [53][150/372] | Time 0.518 | Data 0.091 | Loss 0.1854 | IoU 0.524 [2021-06-12 12:15:20,334][root][INFO] - Lr: 3.708e-03 | Epoch: [53][160/372] | Time 0.517 | Data 0.090 | Loss 0.1854 | IoU 0.524 [2021-06-12 12:15:25,418][root][INFO] - Lr: 3.705e-03 | Epoch: [53][170/372] | Time 0.516 | Data 0.089 | Loss 0.1853 | IoU 0.524 [2021-06-12 12:15:30,386][root][INFO] - Lr: 3.701e-03 | Epoch: [53][180/372] | Time 0.515 | Data 0.089 | Loss 0.1853 | IoU 0.524 [2021-06-12 12:15:35,323][root][INFO] - Lr: 3.698e-03 | Epoch: [53][190/372] | Time 0.514 | Data 0.088 | Loss 0.1853 | IoU 0.524 [2021-06-12 12:15:40,265][root][INFO] - Lr: 3.695e-03 | Epoch: [53][200/372] | Time 0.513 | Data 0.087 | Loss 0.1852 | IoU 0.524 [2021-06-12 12:15:45,191][root][INFO] - Lr: 3.691e-03 | Epoch: [53][210/372] | Time 0.512 | Data 0.086 | Loss 0.1852 | IoU 0.524 [2021-06-12 12:15:50,185][root][INFO] - Lr: 3.688e-03 | Epoch: [53][220/372] | Time 0.512 | Data 0.086 | Loss 0.1852 | IoU 0.524 [2021-06-12 12:15:55,186][root][INFO] - Lr: 3.685e-03 | Epoch: [53][230/372] | Time 0.511 | Data 0.085 | Loss 0.1852 | IoU 0.524 [2021-06-12 12:16:00,137][root][INFO] - Lr: 3.681e-03 | Epoch: [53][240/372] | Time 0.510 | Data 0.085 | Loss 0.1851 | IoU 0.524 [2021-06-12 12:16:05,101][root][INFO] - Lr: 3.678e-03 | Epoch: [53][250/372] | Time 0.510 | Data 0.084 | Loss 0.1851 | IoU 0.524 [2021-06-12 12:16:10,133][root][INFO] - Lr: 3.674e-03 | Epoch: [53][260/372] | Time 0.510 | Data 0.084 | Loss 0.1851 | IoU 0.524 [2021-06-12 12:16:15,258][root][INFO] - Lr: 3.671e-03 | Epoch: [53][270/372] | Time 0.510 | Data 0.084 | Loss 0.1850 | IoU 0.524 [2021-06-12 12:16:20,348][root][INFO] - Lr: 3.668e-03 | Epoch: [53][280/372] | Time 0.510 | Data 0.084 | Loss 0.1850 | IoU 0.524 [2021-06-12 12:16:25,329][root][INFO] - Lr: 3.664e-03 | Epoch: [53][290/372] | Time 0.510 | Data 0.084 | Loss 0.1850 | IoU 0.524 [2021-06-12 12:16:30,368][root][INFO] - Lr: 3.661e-03 | Epoch: [53][300/372] | Time 0.509 | Data 0.084 | Loss 0.1849 | IoU 0.524 [2021-06-12 12:16:35,316][root][INFO] - Lr: 3.657e-03 | Epoch: [53][310/372] | Time 0.509 | Data 0.083 | Loss 0.1849 | IoU 0.524 [2021-06-12 12:16:40,432][root][INFO] - Lr: 3.654e-03 | Epoch: [53][320/372] | Time 0.509 | Data 0.083 | Loss 0.1849 | IoU 0.524 [2021-06-12 12:16:45,507][root][INFO] - Lr: 3.651e-03 | Epoch: [53][330/372] | Time 0.509 | Data 0.083 | Loss 0.1848 | IoU 0.524 [2021-06-12 12:16:50,520][root][INFO] - Lr: 3.647e-03 | Epoch: [53][340/372] | Time 0.509 | Data 0.083 | Loss 0.1848 | IoU 0.524 [2021-06-12 12:16:55,550][root][INFO] - Lr: 3.644e-03 | Epoch: [53][350/372] | Time 0.508 | Data 0.083 | Loss 0.1848 | IoU 0.524 [2021-06-12 12:17:00,464][root][INFO] - Lr: 3.641e-03 | Epoch: [53][360/372] | Time 0.508 | Data 0.082 | Loss 0.1847 | IoU 0.524 [2021-06-12 12:17:05,184][root][INFO] - Lr: 3.637e-03 | Epoch: [53][370/372] | Time 0.507 | Data 0.082 | Loss 0.1847 | IoU 0.524 [2021-06-12 12:17:07,600][root][INFO] - Lr: 3.636e-03 | Epoch: [54][0/372] | Time 1.804 | Data 1.325 | Loss 0.1847 | IoU 0.524 [2021-06-12 12:17:12,758][root][INFO] - Lr: 3.633e-03 | Epoch: [54][10/372] | Time 0.629 | Data 0.194 | Loss 0.1847 | IoU 0.524 [2021-06-12 12:17:17,784][root][INFO] - Lr: 3.630e-03 | Epoch: [54][20/372] | Time 0.569 | Data 0.140 | Loss 0.1846 | IoU 0.525 [2021-06-12 12:17:22,948][root][INFO] - Lr: 3.626e-03 | Epoch: [54][30/372] | Time 0.552 | Data 0.124 | Loss 0.1846 | IoU 0.525 [2021-06-12 12:17:28,134][root][INFO] - Lr: 3.623e-03 | Epoch: [54][40/372] | Time 0.544 | Data 0.117 | Loss 0.1846 | IoU 0.525 [2021-06-12 12:17:33,045][root][INFO] - Lr: 3.620e-03 | Epoch: [54][50/372] | Time 0.533 | Data 0.108 | Loss 0.1846 | IoU 0.525 [2021-06-12 12:17:37,938][root][INFO] - Lr: 3.616e-03 | Epoch: [54][60/372] | Time 0.526 | Data 0.101 | Loss 0.1845 | IoU 0.525 [2021-06-12 12:17:42,805][root][INFO] - Lr: 3.613e-03 | Epoch: [54][70/372] | Time 0.521 | Data 0.096 | Loss 0.1845 | IoU 0.525 [2021-06-12 12:17:47,827][root][INFO] - Lr: 3.609e-03 | Epoch: [54][80/372] | Time 0.518 | Data 0.094 | Loss 0.1845 | IoU 0.525 [2021-06-12 12:17:52,862][root][INFO] - Lr: 3.606e-03 | Epoch: [54][90/372] | Time 0.517 | Data 0.093 | Loss 0.1844 | IoU 0.525 [2021-06-12 12:17:57,905][root][INFO] - Lr: 3.603e-03 | Epoch: [54][100/372] | Time 0.516 | Data 0.092 | Loss 0.1844 | IoU 0.525 [2021-06-12 12:18:02,866][root][INFO] - Lr: 3.599e-03 | Epoch: [54][110/372] | Time 0.514 | Data 0.090 | Loss 0.1844 | IoU 0.525 [2021-06-12 12:18:07,807][root][INFO] - Lr: 3.596e-03 | Epoch: [54][120/372] | Time 0.512 | Data 0.088 | Loss 0.1843 | IoU 0.525 [2021-06-12 12:18:12,801][root][INFO] - Lr: 3.592e-03 | Epoch: [54][130/372] | Time 0.511 | Data 0.087 | Loss 0.1843 | IoU 0.525 [2021-06-12 12:18:17,884][root][INFO] - Lr: 3.589e-03 | Epoch: [54][140/372] | Time 0.511 | Data 0.086 | Loss 0.1843 | IoU 0.525 [2021-06-12 12:18:23,034][root][INFO] - Lr: 3.586e-03 | Epoch: [54][150/372] | Time 0.511 | Data 0.087 | Loss 0.1842 | IoU 0.525 [2021-06-12 12:18:28,096][root][INFO] - Lr: 3.582e-03 | Epoch: [54][160/372] | Time 0.511 | Data 0.086 | Loss 0.1842 | IoU 0.525 [2021-06-12 12:18:33,035][root][INFO] - Lr: 3.579e-03 | Epoch: [54][170/372] | Time 0.510 | Data 0.086 | Loss 0.1842 | IoU 0.525 [2021-06-12 12:18:38,100][root][INFO] - Lr: 3.576e-03 | Epoch: [54][180/372] | Time 0.510 | Data 0.085 | Loss 0.1841 | IoU 0.525 [2021-06-12 12:18:43,033][root][INFO] - Lr: 3.572e-03 | Epoch: [54][190/372] | Time 0.509 | Data 0.084 | Loss 0.1841 | IoU 0.525 [2021-06-12 12:18:47,974][root][INFO] - Lr: 3.569e-03 | Epoch: [54][200/372] | Time 0.508 | Data 0.084 | Loss 0.1841 | IoU 0.525 [2021-06-12 12:18:53,065][root][INFO] - Lr: 3.565e-03 | Epoch: [54][210/372] | Time 0.508 | Data 0.083 | Loss 0.1841 | IoU 0.525 [2021-06-12 12:18:58,141][root][INFO] - Lr: 3.562e-03 | Epoch: [54][220/372] | Time 0.508 | Data 0.083 | Loss 0.1840 | IoU 0.525 [2021-06-12 12:19:03,073][root][INFO] - Lr: 3.559e-03 | Epoch: [54][230/372] | Time 0.508 | Data 0.083 | Loss 0.1840 | IoU 0.525 [2021-06-12 12:19:08,177][root][INFO] - Lr: 3.555e-03 | Epoch: [54][240/372] | Time 0.508 | Data 0.083 | Loss 0.1840 | IoU 0.525 [2021-06-12 12:19:13,292][root][INFO] - Lr: 3.552e-03 | Epoch: [54][250/372] | Time 0.508 | Data 0.083 | Loss 0.1839 | IoU 0.525 [2021-06-12 12:19:18,274][root][INFO] - Lr: 3.548e-03 | Epoch: [54][260/372] | Time 0.507 | Data 0.083 | Loss 0.1839 | IoU 0.526 [2021-06-12 12:19:23,227][root][INFO] - Lr: 3.545e-03 | Epoch: [54][270/372] | Time 0.507 | Data 0.082 | Loss 0.1839 | IoU 0.526 [2021-06-12 12:19:28,213][root][INFO] - Lr: 3.542e-03 | Epoch: [54][280/372] | Time 0.507 | Data 0.082 | Loss 0.1838 | IoU 0.526 [2021-06-12 12:19:33,386][root][INFO] - Lr: 3.538e-03 | Epoch: [54][290/372] | Time 0.507 | Data 0.082 | Loss 0.1838 | IoU 0.526 [2021-06-12 12:19:38,366][root][INFO] - Lr: 3.535e-03 | Epoch: [54][300/372] | Time 0.507 | Data 0.082 | Loss 0.1838 | IoU 0.526 [2021-06-12 12:19:43,380][root][INFO] - Lr: 3.531e-03 | Epoch: [54][310/372] | Time 0.507 | Data 0.082 | Loss 0.1838 | IoU 0.526 [2021-06-12 12:19:48,561][root][INFO] - Lr: 3.528e-03 | Epoch: [54][320/372] | Time 0.507 | Data 0.082 | Loss 0.1837 | IoU 0.526 [2021-06-12 12:19:53,686][root][INFO] - Lr: 3.525e-03 | Epoch: [54][330/372] | Time 0.507 | Data 0.083 | Loss 0.1837 | IoU 0.526 [2021-06-12 12:19:58,785][root][INFO] - Lr: 3.521e-03 | Epoch: [54][340/372] | Time 0.507 | Data 0.083 | Loss 0.1837 | IoU 0.526 [2021-06-12 12:20:03,849][root][INFO] - Lr: 3.518e-03 | Epoch: [54][350/372] | Time 0.507 | Data 0.083 | Loss 0.1836 | IoU 0.526 [2021-06-12 12:20:08,817][root][INFO] - Lr: 3.514e-03 | Epoch: [54][360/372] | Time 0.507 | Data 0.082 | Loss 0.1836 | IoU 0.526 [2021-06-12 12:20:13,598][root][INFO] - Lr: 3.511e-03 | Epoch: [54][370/372] | Time 0.506 | Data 0.082 | Loss 0.1836 | IoU 0.526 [2021-06-12 12:20:16,157][root][INFO] - Lr: 3.510e-03 | Epoch: [55][0/372] | Time 1.851 | Data 1.383 | Loss 0.1836 | IoU 0.526 [2021-06-12 12:20:21,341][root][INFO] - Lr: 3.507e-03 | Epoch: [55][10/372] | Time 0.644 | Data 0.210 | Loss 0.1835 | IoU 0.526 [2021-06-12 12:20:26,462][root][INFO] - Lr: 3.504e-03 | Epoch: [55][20/372] | Time 0.581 | Data 0.151 | Loss 0.1835 | IoU 0.526 [2021-06-12 12:20:31,661][root][INFO] - Lr: 3.500e-03 | Epoch: [55][30/372] | Time 0.562 | Data 0.132 | Loss 0.1835 | IoU 0.526 [2021-06-12 12:20:36,792][root][INFO] - Lr: 3.497e-03 | Epoch: [55][40/372] | Time 0.548 | Data 0.120 | Loss 0.1835 | IoU 0.526 [2021-06-12 12:20:41,829][root][INFO] - Lr: 3.493e-03 | Epoch: [55][50/372] | Time 0.541 | Data 0.113 | Loss 0.1834 | IoU 0.526 [2021-06-12 12:20:46,994][root][INFO] - Lr: 3.490e-03 | Epoch: [55][60/372] | Time 0.537 | Data 0.109 | Loss 0.1834 | IoU 0.526 [2021-06-12 12:20:52,147][root][INFO] - Lr: 3.487e-03 | Epoch: [55][70/372] | Time 0.533 | Data 0.106 | Loss 0.1834 | IoU 0.526 [2021-06-12 12:20:57,276][root][INFO] - Lr: 3.483e-03 | Epoch: [55][80/372] | Time 0.531 | Data 0.104 | Loss 0.1833 | IoU 0.526 [2021-06-12 12:21:02,502][root][INFO] - Lr: 3.480e-03 | Epoch: [55][90/372] | Time 0.530 | Data 0.103 | Loss 0.1833 | IoU 0.526 [2021-06-12 12:21:07,598][root][INFO] - Lr: 3.476e-03 | Epoch: [55][100/372] | Time 0.528 | Data 0.101 | Loss 0.1833 | IoU 0.526 [2021-06-12 12:21:12,636][root][INFO] - Lr: 3.473e-03 | Epoch: [55][110/372] | Time 0.526 | Data 0.100 | Loss 0.1832 | IoU 0.526 [2021-06-12 12:21:17,732][root][INFO] - Lr: 3.470e-03 | Epoch: [55][120/372] | Time 0.525 | Data 0.098 | Loss 0.1832 | IoU 0.526 [2021-06-12 12:21:22,930][root][INFO] - Lr: 3.466e-03 | Epoch: [55][130/372] | Time 0.524 | Data 0.098 | Loss 0.1832 | IoU 0.527 [2021-06-12 12:21:28,125][root][INFO] - Lr: 3.463e-03 | Epoch: [55][140/372] | Time 0.524 | Data 0.097 | Loss 0.1831 | IoU 0.527 [2021-06-12 12:21:33,137][root][INFO] - Lr: 3.459e-03 | Epoch: [55][150/372] | Time 0.522 | Data 0.095 | Loss 0.1831 | IoU 0.527 [2021-06-12 12:21:38,281][root][INFO] - Lr: 3.456e-03 | Epoch: [55][160/372] | Time 0.522 | Data 0.095 | Loss 0.1831 | IoU 0.527 [2021-06-12 12:21:43,256][root][INFO] - Lr: 3.453e-03 | Epoch: [55][170/372] | Time 0.521 | Data 0.093 | Loss 0.1831 | IoU 0.527 [2021-06-12 12:21:48,279][root][INFO] - Lr: 3.449e-03 | Epoch: [55][180/372] | Time 0.520 | Data 0.093 | Loss 0.1830 | IoU 0.527 [2021-06-12 12:21:53,332][root][INFO] - Lr: 3.446e-03 | Epoch: [55][190/372] | Time 0.519 | Data 0.092 | Loss 0.1830 | IoU 0.527 [2021-06-12 12:21:58,227][root][INFO] - Lr: 3.442e-03 | Epoch: [55][200/372] | Time 0.518 | Data 0.091 | Loss 0.1830 | IoU 0.527 [2021-06-12 12:22:03,209][root][INFO] - Lr: 3.439e-03 | Epoch: [55][210/372] | Time 0.516 | Data 0.090 | Loss 0.1829 | IoU 0.527 [2021-06-12 12:22:08,253][root][INFO] - Lr: 3.436e-03 | Epoch: [55][220/372] | Time 0.516 | Data 0.089 | Loss 0.1829 | IoU 0.527 [2021-06-12 12:22:13,353][root][INFO] - Lr: 3.432e-03 | Epoch: [55][230/372] | Time 0.515 | Data 0.089 | Loss 0.1829 | IoU 0.527 [2021-06-12 12:22:18,412][root][INFO] - Lr: 3.429e-03 | Epoch: [55][240/372] | Time 0.515 | Data 0.088 | Loss 0.1828 | IoU 0.527 [2021-06-12 12:22:23,348][root][INFO] - Lr: 3.425e-03 | Epoch: [55][250/372] | Time 0.514 | Data 0.088 | Loss 0.1828 | IoU 0.527 [2021-06-12 12:22:28,313][root][INFO] - Lr: 3.422e-03 | Epoch: [55][260/372] | Time 0.514 | Data 0.087 | Loss 0.1828 | IoU 0.527 [2021-06-12 12:22:33,266][root][INFO] - Lr: 3.419e-03 | Epoch: [55][270/372] | Time 0.513 | Data 0.087 | Loss 0.1828 | IoU 0.527 [2021-06-12 12:22:38,345][root][INFO] - Lr: 3.415e-03 | Epoch: [55][280/372] | Time 0.513 | Data 0.086 | Loss 0.1827 | IoU 0.527 [2021-06-12 12:22:43,475][root][INFO] - Lr: 3.412e-03 | Epoch: [55][290/372] | Time 0.513 | Data 0.087 | Loss 0.1827 | IoU 0.527 [2021-06-12 12:22:48,614][root][INFO] - Lr: 3.408e-03 | Epoch: [55][300/372] | Time 0.513 | Data 0.087 | Loss 0.1827 | IoU 0.527 [2021-06-12 12:22:53,621][root][INFO] - Lr: 3.405e-03 | Epoch: [55][310/372] | Time 0.512 | Data 0.086 | Loss 0.1826 | IoU 0.527 [2021-06-12 12:22:58,524][root][INFO] - Lr: 3.401e-03 | Epoch: [55][320/372] | Time 0.512 | Data 0.086 | Loss 0.1826 | IoU 0.527 [2021-06-12 12:23:03,494][root][INFO] - Lr: 3.398e-03 | Epoch: [55][330/372] | Time 0.511 | Data 0.085 | Loss 0.1826 | IoU 0.527 [2021-06-12 12:23:08,394][root][INFO] - Lr: 3.395e-03 | Epoch: [55][340/372] | Time 0.511 | Data 0.085 | Loss 0.1825 | IoU 0.527 [2021-06-12 12:23:13,402][root][INFO] - Lr: 3.391e-03 | Epoch: [55][350/372] | Time 0.510 | Data 0.084 | Loss 0.1825 | IoU 0.527 [2021-06-12 12:23:18,548][root][INFO] - Lr: 3.388e-03 | Epoch: [55][360/372] | Time 0.511 | Data 0.085 | Loss 0.1825 | IoU 0.527 [2021-06-12 12:23:23,286][root][INFO] - Lr: 3.384e-03 | Epoch: [55][370/372] | Time 0.510 | Data 0.084 | Loss 0.1825 | IoU 0.528 [2021-06-12 12:23:24,184][root][INFO] - 0/500 [2021-06-12 12:23:24,403][root][INFO] - 1/500 [2021-06-12 12:23:24,534][root][INFO] - 2/500 [2021-06-12 12:23:24,639][root][INFO] - 3/500 [2021-06-12 12:23:24,755][root][INFO] - 4/500 [2021-06-12 12:23:24,857][root][INFO] - 5/500 [2021-06-12 12:23:24,973][root][INFO] - 6/500 [2021-06-12 12:23:25,071][root][INFO] - 7/500 [2021-06-12 12:23:25,199][root][INFO] - 8/500 [2021-06-12 12:23:25,272][root][INFO] - 9/500 [2021-06-12 12:23:25,403][root][INFO] - 10/500 [2021-06-12 12:23:25,519][root][INFO] - 11/500 [2021-06-12 12:23:25,637][root][INFO] - 12/500 [2021-06-12 12:23:25,747][root][INFO] - 13/500 [2021-06-12 12:23:25,839][root][INFO] - 14/500 [2021-06-12 12:23:25,932][root][INFO] - 15/500 [2021-06-12 12:23:26,008][root][INFO] - 16/500 [2021-06-12 12:23:26,098][root][INFO] - 17/500 [2021-06-12 12:23:26,191][root][INFO] - 18/500 [2021-06-12 12:23:26,302][root][INFO] - 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485/500 [2021-06-12 12:24:16,966][root][INFO] - 486/500 [2021-06-12 12:24:17,107][root][INFO] - 487/500 [2021-06-12 12:24:17,223][root][INFO] - 488/500 [2021-06-12 12:24:17,320][root][INFO] - 489/500 [2021-06-12 12:24:17,414][root][INFO] - 490/500 [2021-06-12 12:24:17,506][root][INFO] - 491/500 [2021-06-12 12:24:17,639][root][INFO] - 492/500 [2021-06-12 12:24:17,711][root][INFO] - 493/500 [2021-06-12 12:24:17,814][root][INFO] - 494/500 [2021-06-12 12:24:17,906][root][INFO] - 495/500 [2021-06-12 12:24:17,979][root][INFO] - 496/500 [2021-06-12 12:24:18,051][root][INFO] - 497/500 [2021-06-12 12:24:18,123][root][INFO] - 498/500 [2021-06-12 12:24:18,195][root][INFO] - 499/500 [2021-06-12 12:24:18,385][root][INFO] - Validation set: Time avg per batch 0.109 Loss avg 0.2945 IoU avg 0.554 [2021-06-12 12:24:18,387][root][INFO] - ---> save checkpoint [2021-06-12 12:24:23,694][root][INFO] - Lr: 3.384e-03 | Epoch: [56][0/372] | Time 1.814 | Data 1.352 | Loss 0.1825 | IoU 0.528 [2021-06-12 12:24:29,057][root][INFO] - Lr: 3.380e-03 | Epoch: [56][10/372] | Time 0.656 | Data 0.224 | Loss 0.1824 | IoU 0.528 [2021-06-12 12:24:33,854][root][INFO] - Lr: 3.377e-03 | Epoch: [56][20/372] | Time 0.573 | Data 0.146 | Loss 0.1824 | IoU 0.528 [2021-06-12 12:24:38,784][root][INFO] - Lr: 3.373e-03 | Epoch: [56][30/372] | Time 0.546 | Data 0.121 | Loss 0.1824 | IoU 0.528 [2021-06-12 12:24:43,957][root][INFO] - Lr: 3.370e-03 | Epoch: [56][40/372] | Time 0.539 | Data 0.112 | Loss 0.1823 | IoU 0.528 [2021-06-12 12:24:49,076][root][INFO] - Lr: 3.367e-03 | Epoch: [56][50/372] | Time 0.534 | Data 0.106 | Loss 0.1823 | IoU 0.528 [2021-06-12 12:24:54,168][root][INFO] - Lr: 3.363e-03 | Epoch: [56][60/372] | Time 0.530 | Data 0.102 | Loss 0.1823 | IoU 0.528 [2021-06-12 12:24:59,153][root][INFO] - Lr: 3.360e-03 | Epoch: [56][70/372] | Time 0.525 | Data 0.098 | Loss 0.1822 | IoU 0.528 [2021-06-12 12:25:04,309][root][INFO] - Lr: 3.356e-03 | Epoch: [56][80/372] | Time 0.524 | Data 0.097 | Loss 0.1822 | IoU 0.528 [2021-06-12 12:25:09,277][root][INFO] - Lr: 3.353e-03 | Epoch: [56][90/372] | Time 0.521 | Data 0.095 | Loss 0.1822 | IoU 0.528 [2021-06-12 12:25:14,317][root][INFO] - Lr: 3.350e-03 | Epoch: [56][100/372] | Time 0.520 | Data 0.094 | Loss 0.1821 | IoU 0.528 [2021-06-12 12:25:19,511][root][INFO] - Lr: 3.346e-03 | Epoch: [56][110/372] | Time 0.520 | Data 0.093 | Loss 0.1821 | IoU 0.528 [2021-06-12 12:25:24,594][root][INFO] - Lr: 3.343e-03 | Epoch: [56][120/372] | Time 0.518 | Data 0.092 | Loss 0.1821 | IoU 0.528 [2021-06-12 12:25:29,757][root][INFO] - Lr: 3.339e-03 | Epoch: [56][130/372] | Time 0.518 | Data 0.092 | Loss 0.1821 | IoU 0.528 [2021-06-12 12:25:34,767][root][INFO] - Lr: 3.336e-03 | Epoch: [56][140/372] | Time 0.517 | Data 0.091 | Loss 0.1820 | IoU 0.528 [2021-06-12 12:25:39,909][root][INFO] - Lr: 3.333e-03 | Epoch: [56][150/372] | Time 0.517 | Data 0.090 | Loss 0.1820 | IoU 0.528 [2021-06-12 12:25:44,863][root][INFO] - Lr: 3.329e-03 | Epoch: [56][160/372] | Time 0.516 | Data 0.089 | Loss 0.1820 | IoU 0.528 [2021-06-12 12:25:49,949][root][INFO] - Lr: 3.326e-03 | Epoch: [56][170/372] | Time 0.515 | Data 0.089 | Loss 0.1819 | IoU 0.528 [2021-06-12 12:25:54,982][root][INFO] - Lr: 3.322e-03 | Epoch: [56][180/372] | Time 0.515 | Data 0.088 | Loss 0.1819 | IoU 0.528 [2021-06-12 12:26:00,062][root][INFO] - Lr: 3.319e-03 | Epoch: [56][190/372] | Time 0.514 | Data 0.088 | Loss 0.1819 | IoU 0.528 [2021-06-12 12:26:04,836][root][INFO] - Lr: 3.315e-03 | Epoch: [56][200/372] | Time 0.513 | Data 0.086 | Loss 0.1819 | IoU 0.528 [2021-06-12 12:26:09,984][root][INFO] - Lr: 3.312e-03 | Epoch: [56][210/372] | Time 0.512 | Data 0.086 | Loss 0.1818 | IoU 0.528 [2021-06-12 12:26:15,053][root][INFO] - Lr: 3.309e-03 | Epoch: [56][220/372] | Time 0.512 | Data 0.086 | Loss 0.1818 | IoU 0.528 [2021-06-12 12:26:20,110][root][INFO] - Lr: 3.305e-03 | Epoch: [56][230/372] | Time 0.512 | Data 0.086 | Loss 0.1818 | IoU 0.528 [2021-06-12 12:26:25,234][root][INFO] - Lr: 3.302e-03 | Epoch: [56][240/372] | Time 0.512 | Data 0.086 | Loss 0.1817 | IoU 0.528 [2021-06-12 12:26:30,317][root][INFO] - Lr: 3.298e-03 | Epoch: [56][250/372] | Time 0.512 | Data 0.086 | Loss 0.1817 | IoU 0.529 [2021-06-12 12:26:35,419][root][INFO] - Lr: 3.295e-03 | Epoch: [56][260/372] | Time 0.512 | Data 0.086 | Loss 0.1817 | IoU 0.529 [2021-06-12 12:26:40,379][root][INFO] - Lr: 3.291e-03 | Epoch: [56][270/372] | Time 0.511 | Data 0.086 | Loss 0.1816 | IoU 0.529 [2021-06-12 12:26:45,366][root][INFO] - Lr: 3.288e-03 | Epoch: [56][280/372] | Time 0.511 | Data 0.085 | Loss 0.1816 | IoU 0.529 [2021-06-12 12:26:50,653][root][INFO] - Lr: 3.285e-03 | Epoch: [56][290/372] | Time 0.511 | Data 0.086 | Loss 0.1816 | IoU 0.529 [2021-06-12 12:26:55,578][root][INFO] - Lr: 3.281e-03 | Epoch: [56][300/372] | Time 0.511 | Data 0.085 | Loss 0.1816 | IoU 0.529 [2021-06-12 12:27:00,669][root][INFO] - Lr: 3.278e-03 | Epoch: [56][310/372] | Time 0.511 | Data 0.085 | Loss 0.1815 | IoU 0.529 [2021-06-12 12:27:05,838][root][INFO] - Lr: 3.274e-03 | Epoch: [56][320/372] | Time 0.511 | Data 0.085 | Loss 0.1815 | IoU 0.529 [2021-06-12 12:27:10,953][root][INFO] - Lr: 3.271e-03 | Epoch: [56][330/372] | Time 0.511 | Data 0.085 | Loss 0.1815 | IoU 0.529 [2021-06-12 12:27:16,119][root][INFO] - Lr: 3.268e-03 | Epoch: [56][340/372] | Time 0.511 | Data 0.085 | Loss 0.1814 | IoU 0.529 [2021-06-12 12:27:21,174][root][INFO] - Lr: 3.264e-03 | Epoch: [56][350/372] | Time 0.511 | Data 0.085 | Loss 0.1814 | IoU 0.529 [2021-06-12 12:27:26,225][root][INFO] - Lr: 3.261e-03 | Epoch: [56][360/372] | Time 0.511 | Data 0.085 | Loss 0.1814 | IoU 0.529 [2021-06-12 12:27:30,987][root][INFO] - Lr: 3.257e-03 | Epoch: [56][370/372] | Time 0.510 | Data 0.084 | Loss 0.1814 | IoU 0.529 [2021-06-12 12:27:33,530][root][INFO] - Lr: 3.257e-03 | Epoch: [57][0/372] | Time 1.841 | Data 1.398 | Loss 0.1814 | IoU 0.529 [2021-06-12 12:27:38,922][root][INFO] - Lr: 3.253e-03 | Epoch: [57][10/372] | Time 0.658 | Data 0.223 | Loss 0.1813 | IoU 0.529 [2021-06-12 12:27:44,085][root][INFO] - Lr: 3.250e-03 | Epoch: [57][20/372] | Time 0.591 | Data 0.158 | Loss 0.1813 | IoU 0.529 [2021-06-12 12:27:49,146][root][INFO] - Lr: 3.246e-03 | Epoch: [57][30/372] | Time 0.564 | Data 0.134 | Loss 0.1813 | IoU 0.529 [2021-06-12 12:27:54,283][root][INFO] - Lr: 3.243e-03 | Epoch: [57][40/372] | Time 0.551 | Data 0.122 | Loss 0.1812 | IoU 0.529 [2021-06-12 12:27:59,370][root][INFO] - Lr: 3.239e-03 | Epoch: [57][50/372] | Time 0.543 | Data 0.114 | Loss 0.1812 | IoU 0.529 [2021-06-12 12:28:04,503][root][INFO] - Lr: 3.236e-03 | Epoch: [57][60/372] | Time 0.538 | Data 0.109 | Loss 0.1812 | IoU 0.529 [2021-06-12 12:28:09,593][root][INFO] - Lr: 3.233e-03 | Epoch: [57][70/372] | Time 0.534 | Data 0.106 | Loss 0.1812 | IoU 0.529 [2021-06-12 12:28:14,649][root][INFO] - Lr: 3.229e-03 | Epoch: [57][80/372] | Time 0.531 | Data 0.103 | Loss 0.1811 | IoU 0.529 [2021-06-12 12:28:19,757][root][INFO] - Lr: 3.226e-03 | Epoch: [57][90/372] | Time 0.528 | Data 0.100 | Loss 0.1811 | IoU 0.529 [2021-06-12 12:28:24,858][root][INFO] - Lr: 3.222e-03 | Epoch: [57][100/372] | Time 0.527 | Data 0.099 | Loss 0.1811 | IoU 0.529 [2021-06-12 12:28:29,965][root][INFO] - Lr: 3.219e-03 | Epoch: [57][110/372] | Time 0.525 | Data 0.097 | Loss 0.1810 | IoU 0.530 [2021-06-12 12:28:35,102][root][INFO] - Lr: 3.215e-03 | Epoch: [57][120/372] | Time 0.524 | Data 0.097 | Loss 0.1810 | IoU 0.530 [2021-06-12 12:28:40,172][root][INFO] - Lr: 3.212e-03 | Epoch: [57][130/372] | Time 0.523 | Data 0.096 | Loss 0.1810 | IoU 0.530 [2021-06-12 12:28:45,293][root][INFO] - Lr: 3.209e-03 | Epoch: [57][140/372] | Time 0.522 | Data 0.095 | Loss 0.1810 | IoU 0.530 [2021-06-12 12:28:50,358][root][INFO] - Lr: 3.205e-03 | Epoch: [57][150/372] | Time 0.521 | Data 0.093 | Loss 0.1809 | IoU 0.530 [2021-06-12 12:28:55,314][root][INFO] - Lr: 3.202e-03 | Epoch: [57][160/372] | Time 0.520 | Data 0.092 | Loss 0.1809 | IoU 0.530 [2021-06-12 12:29:00,277][root][INFO] - Lr: 3.198e-03 | Epoch: [57][170/372] | Time 0.518 | Data 0.091 | Loss 0.1809 | IoU 0.530 [2021-06-12 12:29:05,330][root][INFO] - Lr: 3.195e-03 | Epoch: [57][180/372] | Time 0.518 | Data 0.091 | Loss 0.1808 | IoU 0.530 [2021-06-12 12:29:10,401][root][INFO] - Lr: 3.191e-03 | Epoch: [57][190/372] | Time 0.517 | Data 0.090 | Loss 0.1808 | IoU 0.530 [2021-06-12 12:29:15,387][root][INFO] - Lr: 3.188e-03 | Epoch: [57][200/372] | Time 0.516 | Data 0.089 | Loss 0.1808 | IoU 0.530 [2021-06-12 12:29:20,453][root][INFO] - Lr: 3.185e-03 | Epoch: [57][210/372] | Time 0.516 | Data 0.089 | Loss 0.1808 | IoU 0.530 [2021-06-12 12:29:25,378][root][INFO] - Lr: 3.181e-03 | Epoch: [57][220/372] | Time 0.515 | Data 0.088 | Loss 0.1807 | IoU 0.530 [2021-06-12 12:29:30,411][root][INFO] - Lr: 3.178e-03 | Epoch: [57][230/372] | Time 0.514 | Data 0.087 | Loss 0.1807 | IoU 0.530 [2021-06-12 12:29:35,605][root][INFO] - Lr: 3.174e-03 | Epoch: [57][240/372] | Time 0.514 | Data 0.087 | Loss 0.1807 | IoU 0.530 [2021-06-12 12:29:40,687][root][INFO] - Lr: 3.171e-03 | Epoch: [57][250/372] | Time 0.514 | Data 0.087 | Loss 0.1806 | IoU 0.530 [2021-06-12 12:29:45,679][root][INFO] - Lr: 3.167e-03 | Epoch: [57][260/372] | Time 0.513 | Data 0.087 | Loss 0.1806 | IoU 0.530 [2021-06-12 12:29:50,713][root][INFO] - Lr: 3.164e-03 | Epoch: [57][270/372] | Time 0.513 | Data 0.086 | Loss 0.1806 | IoU 0.530 [2021-06-12 12:29:55,578][root][INFO] - Lr: 3.160e-03 | Epoch: [57][280/372] | Time 0.512 | Data 0.086 | Loss 0.1806 | IoU 0.530 [2021-06-12 12:30:00,765][root][INFO] - Lr: 3.157e-03 | Epoch: [57][290/372] | Time 0.512 | Data 0.086 | Loss 0.1805 | IoU 0.530 [2021-06-12 12:30:05,660][root][INFO] - Lr: 3.154e-03 | Epoch: [57][300/372] | Time 0.512 | Data 0.085 | Loss 0.1805 | IoU 0.530 [2021-06-12 12:30:10,657][root][INFO] - Lr: 3.150e-03 | Epoch: [57][310/372] | Time 0.511 | Data 0.085 | Loss 0.1805 | IoU 0.530 [2021-06-12 12:30:15,714][root][INFO] - Lr: 3.147e-03 | Epoch: [57][320/372] | Time 0.511 | Data 0.084 | Loss 0.1804 | IoU 0.530 [2021-06-12 12:30:20,786][root][INFO] - Lr: 3.143e-03 | Epoch: [57][330/372] | Time 0.511 | Data 0.084 | Loss 0.1804 | IoU 0.530 [2021-06-12 12:30:25,787][root][INFO] - Lr: 3.140e-03 | Epoch: [57][340/372] | Time 0.511 | Data 0.084 | Loss 0.1804 | IoU 0.530 [2021-06-12 12:30:30,831][root][INFO] - Lr: 3.136e-03 | Epoch: [57][350/372] | Time 0.511 | Data 0.084 | Loss 0.1804 | IoU 0.530 [2021-06-12 12:30:35,916][root][INFO] - Lr: 3.133e-03 | Epoch: [57][360/372] | Time 0.510 | Data 0.084 | Loss 0.1803 | IoU 0.530 [2021-06-12 12:30:40,673][root][INFO] - Lr: 3.130e-03 | Epoch: [57][370/372] | Time 0.510 | Data 0.083 | Loss 0.1803 | IoU 0.531 [2021-06-12 12:30:43,368][root][INFO] - Lr: 3.129e-03 | Epoch: [58][0/372] | Time 1.915 | Data 1.439 | Loss 0.1803 | IoU 0.531 [2021-06-12 12:30:48,720][root][INFO] - Lr: 3.125e-03 | Epoch: [58][10/372] | Time 0.672 | Data 0.242 | Loss 0.1803 | IoU 0.531 [2021-06-12 12:30:53,706][root][INFO] - Lr: 3.122e-03 | Epoch: [58][20/372] | Time 0.589 | Data 0.160 | Loss 0.1802 | IoU 0.531 [2021-06-12 12:30:58,607][root][INFO] - Lr: 3.119e-03 | Epoch: [58][30/372] | Time 0.556 | Data 0.129 | Loss 0.1802 | IoU 0.531 [2021-06-12 12:31:03,614][root][INFO] - Lr: 3.115e-03 | Epoch: [58][40/372] | Time 0.543 | Data 0.116 | Loss 0.1802 | IoU 0.531 [2021-06-12 12:31:08,610][root][INFO] - Lr: 3.112e-03 | Epoch: [58][50/372] | Time 0.535 | Data 0.108 | Loss 0.1801 | IoU 0.531 [2021-06-12 12:31:13,401][root][INFO] - Lr: 3.108e-03 | Epoch: [58][60/372] | Time 0.525 | Data 0.100 | Loss 0.1801 | IoU 0.531 [2021-06-12 12:31:18,379][root][INFO] - Lr: 3.105e-03 | Epoch: [58][70/372] | Time 0.521 | Data 0.096 | Loss 0.1801 | IoU 0.531 [2021-06-12 12:31:23,455][root][INFO] - Lr: 3.101e-03 | Epoch: [58][80/372] | Time 0.520 | Data 0.095 | Loss 0.1801 | IoU 0.531 [2021-06-12 12:31:28,412][root][INFO] - Lr: 3.098e-03 | Epoch: [58][90/372] | Time 0.518 | Data 0.093 | Loss 0.1800 | IoU 0.531 [2021-06-12 12:31:33,373][root][INFO] - Lr: 3.094e-03 | Epoch: [58][100/372] | Time 0.515 | Data 0.091 | Loss 0.1800 | IoU 0.531 [2021-06-12 12:31:38,404][root][INFO] - Lr: 3.091e-03 | Epoch: [58][110/372] | Time 0.514 | Data 0.090 | Loss 0.1800 | IoU 0.531 [2021-06-12 12:31:43,456][root][INFO] - Lr: 3.088e-03 | Epoch: [58][120/372] | Time 0.513 | Data 0.089 | Loss 0.1800 | IoU 0.531 [2021-06-12 12:31:48,393][root][INFO] - Lr: 3.084e-03 | Epoch: [58][130/372] | Time 0.512 | Data 0.088 | Loss 0.1799 | IoU 0.531 [2021-06-12 12:31:53,401][root][INFO] - Lr: 3.081e-03 | Epoch: [58][140/372] | Time 0.511 | Data 0.087 | Loss 0.1799 | IoU 0.531 [2021-06-12 12:31:58,341][root][INFO] - Lr: 3.077e-03 | Epoch: [58][150/372] | Time 0.510 | Data 0.086 | Loss 0.1799 | IoU 0.531 [2021-06-12 12:32:03,497][root][INFO] - Lr: 3.074e-03 | Epoch: [58][160/372] | Time 0.510 | Data 0.086 | Loss 0.1798 | IoU 0.531 [2021-06-12 12:32:08,382][root][INFO] - Lr: 3.070e-03 | Epoch: [58][170/372] | Time 0.509 | Data 0.085 | Loss 0.1798 | IoU 0.531 [2021-06-12 12:32:13,434][root][INFO] - Lr: 3.067e-03 | Epoch: [58][180/372] | Time 0.509 | Data 0.085 | Loss 0.1798 | IoU 0.531 [2021-06-12 12:32:18,409][root][INFO] - Lr: 3.063e-03 | Epoch: [58][190/372] | Time 0.508 | Data 0.084 | Loss 0.1798 | IoU 0.531 [2021-06-12 12:32:23,487][root][INFO] - Lr: 3.060e-03 | Epoch: [58][200/372] | Time 0.508 | Data 0.084 | Loss 0.1797 | IoU 0.531 [2021-06-12 12:32:28,570][root][INFO] - Lr: 3.057e-03 | Epoch: [58][210/372] | Time 0.508 | Data 0.084 | Loss 0.1797 | IoU 0.531 [2021-06-12 12:32:33,478][root][INFO] - Lr: 3.053e-03 | Epoch: [58][220/372] | Time 0.507 | Data 0.084 | Loss 0.1797 | IoU 0.531 [2021-06-12 12:32:38,478][root][INFO] - Lr: 3.050e-03 | Epoch: [58][230/372] | Time 0.507 | Data 0.083 | Loss 0.1797 | IoU 0.531 [2021-06-12 12:32:43,562][root][INFO] - Lr: 3.046e-03 | Epoch: [58][240/372] | Time 0.507 | Data 0.083 | Loss 0.1796 | IoU 0.531 [2021-06-12 12:32:48,594][root][INFO] - Lr: 3.043e-03 | Epoch: [58][250/372] | Time 0.507 | Data 0.083 | Loss 0.1796 | IoU 0.531 [2021-06-12 12:32:53,593][root][INFO] - Lr: 3.039e-03 | Epoch: [58][260/372] | Time 0.507 | Data 0.083 | Loss 0.1796 | IoU 0.532 [2021-06-12 12:32:58,594][root][INFO] - Lr: 3.036e-03 | Epoch: [58][270/372] | Time 0.507 | Data 0.083 | Loss 0.1795 | IoU 0.532 [2021-06-12 12:33:03,684][root][INFO] - Lr: 3.032e-03 | Epoch: [58][280/372] | Time 0.506 | Data 0.082 | Loss 0.1795 | IoU 0.532 [2021-06-12 12:33:08,729][root][INFO] - Lr: 3.029e-03 | Epoch: [58][290/372] | Time 0.506 | Data 0.082 | Loss 0.1795 | IoU 0.532 [2021-06-12 12:33:13,726][root][INFO] - Lr: 3.025e-03 | Epoch: [58][300/372] | Time 0.506 | Data 0.082 | Loss 0.1794 | IoU 0.532 [2021-06-12 12:33:18,890][root][INFO] - Lr: 3.022e-03 | Epoch: [58][310/372] | Time 0.507 | Data 0.082 | Loss 0.1794 | IoU 0.532 [2021-06-12 12:33:23,839][root][INFO] - Lr: 3.019e-03 | Epoch: [58][320/372] | Time 0.506 | Data 0.082 | Loss 0.1794 | IoU 0.532 [2021-06-12 12:33:28,994][root][INFO] - Lr: 3.015e-03 | Epoch: [58][330/372] | Time 0.506 | Data 0.082 | Loss 0.1794 | IoU 0.532 [2021-06-12 12:33:33,955][root][INFO] - Lr: 3.012e-03 | Epoch: [58][340/372] | Time 0.506 | Data 0.082 | Loss 0.1793 | IoU 0.532 [2021-06-12 12:33:39,041][root][INFO] - Lr: 3.008e-03 | Epoch: [58][350/372] | Time 0.506 | Data 0.082 | Loss 0.1793 | IoU 0.532 [2021-06-12 12:33:44,060][root][INFO] - Lr: 3.005e-03 | Epoch: [58][360/372] | Time 0.506 | Data 0.082 | Loss 0.1793 | IoU 0.532 [2021-06-12 12:33:48,778][root][INFO] - Lr: 3.001e-03 | Epoch: [58][370/372] | Time 0.505 | Data 0.081 | Loss 0.1793 | IoU 0.532 [2021-06-12 12:33:51,327][root][INFO] - Lr: 3.001e-03 | Epoch: [59][0/372] | Time 1.811 | Data 1.380 | Loss 0.1792 | IoU 0.532 [2021-06-12 12:33:56,578][root][INFO] - Lr: 2.997e-03 | Epoch: [59][10/372] | Time 0.647 | Data 0.222 | Loss 0.1792 | IoU 0.532 [2021-06-12 12:34:01,681][root][INFO] - Lr: 2.994e-03 | Epoch: [59][20/372] | Time 0.583 | Data 0.155 | Loss 0.1792 | IoU 0.532 [2021-06-12 12:34:06,766][root][INFO] - Lr: 2.990e-03 | Epoch: [59][30/372] | Time 0.558 | Data 0.130 | Loss 0.1792 | IoU 0.532 [2021-06-12 12:34:11,762][root][INFO] - Lr: 2.987e-03 | Epoch: [59][40/372] | Time 0.544 | Data 0.116 | Loss 0.1791 | IoU 0.532 [2021-06-12 12:34:16,707][root][INFO] - Lr: 2.983e-03 | Epoch: [59][50/372] | Time 0.534 | Data 0.106 | Loss 0.1791 | IoU 0.532 [2021-06-12 12:34:21,926][root][INFO] - Lr: 2.980e-03 | Epoch: [59][60/372] | Time 0.533 | Data 0.104 | Loss 0.1791 | IoU 0.532 [2021-06-12 12:34:27,077][root][INFO] - Lr: 2.976e-03 | Epoch: [59][70/372] | Time 0.530 | Data 0.102 | Loss 0.1791 | IoU 0.532 [2021-06-12 12:34:32,348][root][INFO] - Lr: 2.973e-03 | Epoch: [59][80/372] | Time 0.530 | Data 0.102 | Loss 0.1790 | IoU 0.532 [2021-06-12 12:34:37,469][root][INFO] - Lr: 2.969e-03 | Epoch: [59][90/372] | Time 0.528 | Data 0.100 | Loss 0.1790 | IoU 0.532 [2021-06-12 12:34:42,469][root][INFO] - Lr: 2.966e-03 | Epoch: [59][100/372] | Time 0.525 | Data 0.098 | Loss 0.1790 | IoU 0.532 [2021-06-12 12:34:47,564][root][INFO] - Lr: 2.963e-03 | Epoch: [59][110/372] | Time 0.524 | Data 0.096 | Loss 0.1789 | IoU 0.532 [2021-06-12 12:34:52,440][root][INFO] - Lr: 2.959e-03 | Epoch: [59][120/372] | Time 0.521 | Data 0.093 | Loss 0.1789 | IoU 0.532 [2021-06-12 12:34:57,495][root][INFO] - Lr: 2.956e-03 | Epoch: [59][130/372] | Time 0.520 | Data 0.091 | Loss 0.1789 | IoU 0.532 [2021-06-12 12:35:02,649][root][INFO] - Lr: 2.952e-03 | Epoch: [59][140/372] | Time 0.519 | Data 0.092 | Loss 0.1789 | IoU 0.532 [2021-06-12 12:35:07,647][root][INFO] - Lr: 2.949e-03 | Epoch: [59][150/372] | Time 0.518 | Data 0.090 | Loss 0.1788 | IoU 0.533 [2021-06-12 12:35:12,716][root][INFO] - Lr: 2.945e-03 | Epoch: [59][160/372] | Time 0.517 | Data 0.089 | Loss 0.1788 | IoU 0.533 [2021-06-12 12:35:17,876][root][INFO] - Lr: 2.942e-03 | Epoch: [59][170/372] | Time 0.517 | Data 0.089 | Loss 0.1788 | IoU 0.533 [2021-06-12 12:35:23,038][root][INFO] - Lr: 2.938e-03 | Epoch: [59][180/372] | Time 0.517 | Data 0.089 | Loss 0.1788 | IoU 0.533 [2021-06-12 12:35:28,207][root][INFO] - Lr: 2.935e-03 | Epoch: [59][190/372] | Time 0.517 | Data 0.089 | Loss 0.1787 | IoU 0.533 [2021-06-12 12:35:33,302][root][INFO] - Lr: 2.931e-03 | Epoch: [59][200/372] | Time 0.517 | Data 0.089 | Loss 0.1787 | IoU 0.533 [2021-06-12 12:35:38,256][root][INFO] - Lr: 2.928e-03 | Epoch: [59][210/372] | Time 0.516 | Data 0.088 | Loss 0.1787 | IoU 0.533 [2021-06-12 12:35:43,314][root][INFO] - Lr: 2.924e-03 | Epoch: [59][220/372] | Time 0.515 | Data 0.088 | Loss 0.1787 | IoU 0.533 [2021-06-12 12:35:48,313][root][INFO] - Lr: 2.921e-03 | Epoch: [59][230/372] | Time 0.515 | Data 0.087 | Loss 0.1786 | IoU 0.533 [2021-06-12 12:35:53,312][root][INFO] - Lr: 2.917e-03 | Epoch: [59][240/372] | Time 0.514 | Data 0.086 | Loss 0.1786 | IoU 0.533 [2021-06-12 12:35:58,362][root][INFO] - Lr: 2.914e-03 | Epoch: [59][250/372] | Time 0.514 | Data 0.086 | Loss 0.1786 | IoU 0.533 [2021-06-12 12:36:03,398][root][INFO] - Lr: 2.911e-03 | Epoch: [59][260/372] | Time 0.513 | Data 0.086 | Loss 0.1785 | IoU 0.533 [2021-06-12 12:36:08,336][root][INFO] - Lr: 2.907e-03 | Epoch: [59][270/372] | Time 0.513 | Data 0.085 | Loss 0.1785 | IoU 0.533 [2021-06-12 12:36:13,339][root][INFO] - Lr: 2.904e-03 | Epoch: [59][280/372] | Time 0.512 | Data 0.085 | Loss 0.1785 | IoU 0.533 [2021-06-12 12:36:18,376][root][INFO] - Lr: 2.900e-03 | Epoch: [59][290/372] | Time 0.512 | Data 0.085 | Loss 0.1785 | IoU 0.533 [2021-06-12 12:36:23,517][root][INFO] - Lr: 2.897e-03 | Epoch: [59][300/372] | Time 0.512 | Data 0.085 | Loss 0.1784 | IoU 0.533 [2021-06-12 12:36:28,441][root][INFO] - Lr: 2.893e-03 | Epoch: [59][310/372] | Time 0.511 | Data 0.084 | Loss 0.1784 | IoU 0.533 [2021-06-12 12:36:33,322][root][INFO] - Lr: 2.890e-03 | Epoch: [59][320/372] | Time 0.510 | Data 0.084 | Loss 0.1784 | IoU 0.533 [2021-06-12 12:36:38,394][root][INFO] - Lr: 2.886e-03 | Epoch: [59][330/372] | Time 0.511 | Data 0.084 | Loss 0.1784 | IoU 0.533 [2021-06-12 12:36:43,605][root][INFO] - Lr: 2.883e-03 | Epoch: [59][340/372] | Time 0.511 | Data 0.084 | Loss 0.1783 | IoU 0.533 [2021-06-12 12:36:48,575][root][INFO] - Lr: 2.879e-03 | Epoch: [59][350/372] | Time 0.510 | Data 0.084 | Loss 0.1783 | IoU 0.533 [2021-06-12 12:36:53,576][root][INFO] - Lr: 2.876e-03 | Epoch: [59][360/372] | Time 0.510 | Data 0.083 | Loss 0.1783 | IoU 0.533 [2021-06-12 12:36:58,315][root][INFO] - Lr: 2.872e-03 | Epoch: [59][370/372] | Time 0.509 | Data 0.082 | Loss 0.1782 | IoU 0.533 [2021-06-12 12:37:00,766][root][INFO] - Lr: 2.872e-03 | Epoch: [60][0/372] | Time 1.812 | Data 1.320 | Loss 0.1782 | IoU 0.533 [2021-06-12 12:37:05,862][root][INFO] - Lr: 2.868e-03 | Epoch: [60][10/372] | Time 0.632 | Data 0.196 | Loss 0.1782 | IoU 0.533 [2021-06-12 12:37:10,800][root][INFO] - Lr: 2.865e-03 | Epoch: [60][20/372] | Time 0.565 | Data 0.136 | Loss 0.1782 | IoU 0.533 [2021-06-12 12:37:15,784][root][INFO] - Lr: 2.861e-03 | Epoch: [60][30/372] | Time 0.543 | Data 0.116 | Loss 0.1782 | IoU 0.534 [2021-06-12 12:37:20,910][root][INFO] - Lr: 2.858e-03 | Epoch: [60][40/372] | Time 0.535 | Data 0.109 | Loss 0.1781 | IoU 0.534 [2021-06-12 12:37:25,886][root][INFO] - Lr: 2.854e-03 | Epoch: [60][50/372] | Time 0.528 | Data 0.103 | Loss 0.1781 | IoU 0.534 [2021-06-12 12:37:30,918][root][INFO] - Lr: 2.851e-03 | Epoch: [60][60/372] | Time 0.524 | Data 0.098 | Loss 0.1781 | IoU 0.534 [2021-06-12 12:37:35,966][root][INFO] - Lr: 2.847e-03 | Epoch: [60][70/372] | Time 0.521 | Data 0.096 | Loss 0.1780 | IoU 0.534 [2021-06-12 12:37:40,983][root][INFO] - Lr: 2.844e-03 | Epoch: [60][80/372] | Time 0.519 | Data 0.093 | Loss 0.1780 | IoU 0.534 [2021-06-12 12:37:45,955][root][INFO] - Lr: 2.840e-03 | Epoch: [60][90/372] | Time 0.517 | Data 0.092 | Loss 0.1780 | IoU 0.534 [2021-06-12 12:37:50,941][root][INFO] - Lr: 2.837e-03 | Epoch: [60][100/372] | Time 0.515 | Data 0.090 | Loss 0.1780 | IoU 0.534 [2021-06-12 12:37:55,976][root][INFO] - Lr: 2.833e-03 | Epoch: [60][110/372] | Time 0.514 | Data 0.089 | Loss 0.1779 | IoU 0.534 [2021-06-12 12:38:00,980][root][INFO] - Lr: 2.830e-03 | Epoch: [60][120/372] | Time 0.513 | Data 0.087 | Loss 0.1779 | IoU 0.534 [2021-06-12 12:38:06,035][root][INFO] - Lr: 2.826e-03 | Epoch: [60][130/372] | Time 0.512 | Data 0.087 | Loss 0.1779 | IoU 0.534 [2021-06-12 12:38:11,175][root][INFO] - Lr: 2.823e-03 | Epoch: [60][140/372] | Time 0.512 | Data 0.087 | Loss 0.1779 | IoU 0.534 [2021-06-12 12:38:16,215][root][INFO] - Lr: 2.819e-03 | Epoch: [60][150/372] | Time 0.512 | Data 0.087 | Loss 0.1778 | IoU 0.534 [2021-06-12 12:38:21,213][root][INFO] - Lr: 2.816e-03 | Epoch: [60][160/372] | Time 0.511 | Data 0.086 | Loss 0.1778 | IoU 0.534 [2021-06-12 12:38:26,228][root][INFO] - Lr: 2.813e-03 | Epoch: [60][170/372] | Time 0.511 | Data 0.086 | Loss 0.1778 | IoU 0.534 [2021-06-12 12:38:31,328][root][INFO] - Lr: 2.809e-03 | Epoch: [60][180/372] | Time 0.510 | Data 0.085 | Loss 0.1777 | IoU 0.534 [2021-06-12 12:38:36,406][root][INFO] - Lr: 2.806e-03 | Epoch: [60][190/372] | Time 0.510 | Data 0.085 | Loss 0.1777 | IoU 0.534 [2021-06-12 12:38:41,412][root][INFO] - Lr: 2.802e-03 | Epoch: [60][200/372] | Time 0.510 | Data 0.085 | Loss 0.1777 | IoU 0.534 [2021-06-12 12:38:46,414][root][INFO] - Lr: 2.799e-03 | Epoch: [60][210/372] | Time 0.509 | Data 0.084 | Loss 0.1777 | IoU 0.534 [2021-06-12 12:38:51,451][root][INFO] - Lr: 2.795e-03 | Epoch: [60][220/372] | Time 0.509 | Data 0.084 | Loss 0.1776 | IoU 0.534 [2021-06-12 12:38:56,342][root][INFO] - Lr: 2.792e-03 | Epoch: [60][230/372] | Time 0.508 | Data 0.084 | Loss 0.1776 | IoU 0.534 [2021-06-12 12:39:01,385][root][INFO] - Lr: 2.788e-03 | Epoch: [60][240/372] | Time 0.508 | Data 0.083 | Loss 0.1776 | IoU 0.534 [2021-06-12 12:39:06,330][root][INFO] - Lr: 2.785e-03 | Epoch: [60][250/372] | Time 0.508 | Data 0.083 | Loss 0.1776 | IoU 0.534 [2021-06-12 12:39:11,498][root][INFO] - Lr: 2.781e-03 | Epoch: [60][260/372] | Time 0.508 | Data 0.083 | Loss 0.1775 | IoU 0.534 [2021-06-12 12:39:16,422][root][INFO] - Lr: 2.778e-03 | Epoch: [60][270/372] | Time 0.507 | Data 0.083 | Loss 0.1775 | IoU 0.534 [2021-06-12 12:39:21,355][root][INFO] - Lr: 2.774e-03 | Epoch: [60][280/372] | Time 0.507 | Data 0.082 | Loss 0.1775 | IoU 0.534 [2021-06-12 12:39:26,392][root][INFO] - Lr: 2.771e-03 | Epoch: [60][290/372] | Time 0.507 | Data 0.082 | Loss 0.1775 | IoU 0.534 [2021-06-12 12:39:31,505][root][INFO] - Lr: 2.767e-03 | Epoch: [60][300/372] | Time 0.507 | Data 0.082 | Loss 0.1774 | IoU 0.534 [2021-06-12 12:39:36,572][root][INFO] - Lr: 2.764e-03 | Epoch: [60][310/372] | Time 0.507 | Data 0.082 | Loss 0.1774 | IoU 0.534 [2021-06-12 12:39:41,580][root][INFO] - Lr: 2.760e-03 | Epoch: [60][320/372] | Time 0.507 | Data 0.082 | Loss 0.1774 | IoU 0.535 [2021-06-12 12:39:46,620][root][INFO] - Lr: 2.757e-03 | Epoch: [60][330/372] | Time 0.507 | Data 0.081 | Loss 0.1774 | IoU 0.535 [2021-06-12 12:39:51,767][root][INFO] - Lr: 2.753e-03 | Epoch: [60][340/372] | Time 0.507 | Data 0.082 | Loss 0.1773 | IoU 0.535 [2021-06-12 12:39:56,793][root][INFO] - Lr: 2.750e-03 | Epoch: [60][350/372] | Time 0.507 | Data 0.081 | Loss 0.1773 | IoU 0.535 [2021-06-12 12:40:01,930][root][INFO] - Lr: 2.746e-03 | Epoch: [60][360/372] | Time 0.507 | Data 0.082 | Loss 0.1773 | IoU 0.535 [2021-06-12 12:40:06,686][root][INFO] - Lr: 2.743e-03 | Epoch: [60][370/372] | Time 0.506 | Data 0.081 | Loss 0.1773 | IoU 0.535 [2021-06-12 12:40:07,569][root][INFO] - 0/500 [2021-06-12 12:40:07,738][root][INFO] - 1/500 [2021-06-12 12:40:07,862][root][INFO] - 2/500 [2021-06-12 12:40:07,954][root][INFO] - 3/500 [2021-06-12 12:40:08,026][root][INFO] - 4/500 [2021-06-12 12:40:08,101][root][INFO] - 5/500 [2021-06-12 12:40:08,208][root][INFO] - 6/500 [2021-06-12 12:40:08,331][root][INFO] - 7/500 [2021-06-12 12:40:08,466][root][INFO] - 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495/500 [2021-06-12 12:41:04,601][root][INFO] - 496/500 [2021-06-12 12:41:04,673][root][INFO] - 497/500 [2021-06-12 12:41:04,748][root][INFO] - 498/500 [2021-06-12 12:41:04,821][root][INFO] - 499/500 [2021-06-12 12:41:05,026][root][INFO] - Validation set: Time avg per batch 0.115 Loss avg 0.2988 IoU avg 0.555 [2021-06-12 12:41:05,028][root][INFO] - ---> save checkpoint [2021-06-12 12:41:10,396][root][INFO] - Lr: 2.742e-03 | Epoch: [61][0/372] | Time 1.892 | Data 1.401 | Loss 0.1772 | IoU 0.535 [2021-06-12 12:41:15,826][root][INFO] - Lr: 2.739e-03 | Epoch: [61][10/372] | Time 0.673 | Data 0.235 | Loss 0.1772 | IoU 0.535 [2021-06-12 12:41:20,982][root][INFO] - Lr: 2.735e-03 | Epoch: [61][20/372] | Time 0.596 | Data 0.166 | Loss 0.1772 | IoU 0.535 [2021-06-12 12:41:26,015][root][INFO] - Lr: 2.732e-03 | Epoch: [61][30/372] | Time 0.569 | Data 0.141 | Loss 0.1772 | IoU 0.535 [2021-06-12 12:41:30,959][root][INFO] - Lr: 2.728e-03 | Epoch: [61][40/372] | Time 0.551 | Data 0.124 | Loss 0.1771 | IoU 0.535 [2021-06-12 12:41:35,881][root][INFO] - Lr: 2.725e-03 | Epoch: [61][50/372] | Time 0.538 | Data 0.112 | Loss 0.1771 | IoU 0.535 [2021-06-12 12:41:40,902][root][INFO] - Lr: 2.721e-03 | Epoch: [61][60/372] | Time 0.532 | Data 0.106 | Loss 0.1771 | IoU 0.535 [2021-06-12 12:41:45,819][root][INFO] - Lr: 2.718e-03 | Epoch: [61][70/372] | Time 0.527 | Data 0.101 | Loss 0.1771 | IoU 0.535 [2021-06-12 12:41:51,009][root][INFO] - Lr: 2.714e-03 | Epoch: [61][80/372] | Time 0.526 | Data 0.099 | Loss 0.1770 | IoU 0.535 [2021-06-12 12:41:56,031][root][INFO] - Lr: 2.711e-03 | Epoch: [61][90/372] | Time 0.523 | Data 0.097 | Loss 0.1770 | IoU 0.535 [2021-06-12 12:42:00,983][root][INFO] - Lr: 2.707e-03 | Epoch: [61][100/372] | Time 0.520 | Data 0.094 | Loss 0.1770 | IoU 0.535 [2021-06-12 12:42:06,107][root][INFO] - Lr: 2.704e-03 | Epoch: [61][110/372] | Time 0.520 | Data 0.094 | Loss 0.1769 | IoU 0.535 [2021-06-12 12:42:11,242][root][INFO] - Lr: 2.700e-03 | Epoch: [61][120/372] | Time 0.519 | Data 0.093 | Loss 0.1769 | IoU 0.535 [2021-06-12 12:42:16,404][root][INFO] - Lr: 2.697e-03 | Epoch: [61][130/372] | Time 0.519 | Data 0.093 | Loss 0.1769 | IoU 0.535 [2021-06-12 12:42:21,432][root][INFO] - Lr: 2.693e-03 | Epoch: [61][140/372] | Time 0.518 | Data 0.091 | Loss 0.1769 | IoU 0.535 [2021-06-12 12:42:26,407][root][INFO] - Lr: 2.690e-03 | Epoch: [61][150/372] | Time 0.517 | Data 0.091 | Loss 0.1768 | IoU 0.535 [2021-06-12 12:42:31,454][root][INFO] - Lr: 2.686e-03 | Epoch: [61][160/372] | Time 0.516 | Data 0.090 | Loss 0.1768 | IoU 0.535 [2021-06-12 12:42:36,339][root][INFO] - Lr: 2.683e-03 | Epoch: [61][170/372] | Time 0.514 | Data 0.089 | Loss 0.1768 | IoU 0.535 [2021-06-12 12:42:41,400][root][INFO] - Lr: 2.679e-03 | Epoch: [61][180/372] | Time 0.514 | Data 0.088 | Loss 0.1768 | IoU 0.535 [2021-06-12 12:42:46,500][root][INFO] - Lr: 2.676e-03 | Epoch: [61][190/372] | Time 0.514 | Data 0.088 | Loss 0.1767 | IoU 0.535 [2021-06-12 12:42:51,518][root][INFO] - Lr: 2.672e-03 | Epoch: [61][200/372] | Time 0.513 | Data 0.087 | Loss 0.1767 | IoU 0.535 [2021-06-12 12:42:56,416][root][INFO] - Lr: 2.669e-03 | Epoch: [61][210/372] | Time 0.512 | Data 0.086 | Loss 0.1767 | IoU 0.535 [2021-06-12 12:43:01,318][root][INFO] - Lr: 2.665e-03 | Epoch: [61][220/372] | Time 0.511 | Data 0.085 | Loss 0.1767 | IoU 0.535 [2021-06-12 12:43:06,218][root][INFO] - Lr: 2.662e-03 | Epoch: [61][230/372] | Time 0.510 | Data 0.085 | Loss 0.1766 | IoU 0.536 [2021-06-12 12:43:11,286][root][INFO] - Lr: 2.658e-03 | Epoch: [61][240/372] | Time 0.510 | Data 0.084 | Loss 0.1766 | IoU 0.536 [2021-06-12 12:43:16,388][root][INFO] - Lr: 2.655e-03 | Epoch: [61][250/372] | Time 0.510 | Data 0.085 | Loss 0.1766 | IoU 0.536 [2021-06-12 12:43:21,302][root][INFO] - Lr: 2.651e-03 | Epoch: [61][260/372] | Time 0.509 | Data 0.084 | Loss 0.1766 | IoU 0.536 [2021-06-12 12:43:26,342][root][INFO] - Lr: 2.648e-03 | Epoch: [61][270/372] | Time 0.509 | Data 0.084 | Loss 0.1765 | IoU 0.536 [2021-06-12 12:43:31,421][root][INFO] - Lr: 2.644e-03 | Epoch: [61][280/372] | Time 0.509 | Data 0.084 | Loss 0.1765 | IoU 0.536 [2021-06-12 12:43:36,471][root][INFO] - Lr: 2.641e-03 | Epoch: [61][290/372] | Time 0.509 | Data 0.084 | Loss 0.1765 | IoU 0.536 [2021-06-12 12:43:41,430][root][INFO] - Lr: 2.637e-03 | Epoch: [61][300/372] | Time 0.508 | Data 0.083 | Loss 0.1765 | IoU 0.536 [2021-06-12 12:43:46,460][root][INFO] - Lr: 2.634e-03 | Epoch: [61][310/372] | Time 0.508 | Data 0.083 | Loss 0.1764 | IoU 0.536 [2021-06-12 12:43:51,502][root][INFO] - Lr: 2.630e-03 | Epoch: [61][320/372] | Time 0.508 | Data 0.083 | Loss 0.1764 | IoU 0.536 [2021-06-12 12:43:56,500][root][INFO] - Lr: 2.627e-03 | Epoch: [61][330/372] | Time 0.508 | Data 0.083 | Loss 0.1764 | IoU 0.536 [2021-06-12 12:44:01,424][root][INFO] - Lr: 2.623e-03 | Epoch: [61][340/372] | Time 0.507 | Data 0.083 | Loss 0.1764 | IoU 0.536 [2021-06-12 12:44:06,492][root][INFO] - Lr: 2.620e-03 | Epoch: [61][350/372] | Time 0.507 | Data 0.082 | Loss 0.1763 | IoU 0.536 [2021-06-12 12:44:10,435][submitit][WARNING] - Bypassing signal SIGTERM [2021-06-12 12:44:10,436][submitit][WARNING] - Bypassing signal SIGCONT [2021-06-12 12:44:11,526][root][INFO] - Lr: 2.616e-03 | Epoch: [61][360/372] | Time 0.507 | Data 0.082 | Loss 0.1763 | IoU 0.536 [2021-06-12 12:44:16,266][root][INFO] - Lr: 2.613e-03 | Epoch: [61][370/372] | Time 0.506 | Data 0.082 | Loss 0.1763 | IoU 0.536 [2021-06-12 12:44:18,759][root][INFO] - Lr: 2.612e-03 | Epoch: [62][0/372] | Time 1.809 | Data 1.322 | Loss 0.1763 | IoU 0.536 [2021-06-12 12:44:24,104][root][INFO] - Lr: 2.608e-03 | Epoch: [62][10/372] | Time 0.654 | Data 0.215 | Loss 0.1763 | IoU 0.536 [2021-06-12 12:44:29,256][root][INFO] - Lr: 2.605e-03 | Epoch: [62][20/372] | Time 0.587 | Data 0.155 | Loss 0.1762 | IoU 0.536 [2021-06-12 12:44:34,230][root][INFO] - Lr: 2.601e-03 | Epoch: [62][30/372] | Time 0.559 | Data 0.130 | Loss 0.1762 | IoU 0.536 [2021-06-12 12:44:39,214][root][INFO] - Lr: 2.598e-03 | Epoch: [62][40/372] | Time 0.545 | Data 0.118 | Loss 0.1762 | IoU 0.536