Problem with ConvNeXt V2-B 384x384 weights about convnext-v2

[shwoo93]

Thanks for noting this.
Please refer to the related issue #15.

[kaitolucifer]

Thanks for noting this. Please refer to the related issue #15.

I set weight decay to 0 but still untrainable.

        for module_name, module in model.named_modules():
            for module_param_name, value in module.named_parameters(recurse=False):
                if not value.requires_grad:
                    continue
                # Avoid duplicating parameters
                if value in memo:
                    continue
                memo.add(value)

                hyperparams = copy.copy(defaults)
                if "backbone" in module_name:
                    hyperparams["lr"] = hyperparams["lr"] * cfg.SOLVER.BACKBONE_MULTIPLIER
                    # https://github.com/facebookresearch/ConvNeXt-V2/issues/15
                    if "grn" in module_name and module_param_name in ("gamma", "beta"):
                        hyperparams["weight_decay"] = 0.0
                if (
                    "relative_position_bias_table" in module_param_name
                    or "absolute_pos_embed" in module_param_name
                ):
                    print(module_param_name)
                    hyperparams["weight_decay"] = 0.0
                if isinstance(module, norm_module_types):
                    hyperparams["weight_decay"] = weight_decay_norm
                if isinstance(module, torch.nn.Embedding):
                    hyperparams["weight_decay"] = weight_decay_embed
                params.append({"params": [value], **hyperparams})

Loss output

[01/28 20:08:18 d2.engine.train_loop]: Starting training from iteration 0
[01/28 20:08:51 d2.utils.events]:  eta: 20:37:48  iter: 19  total_loss: 126.8  loss_ce: 5.157  loss_mask: 5.505  loss_dice: 4.636  loss_ce_0: 3.778  loss_mask_0: 2.59  loss_dice_0: 4.627  loss_ce_1: 3.722  loss_mask_1: 3.536  loss_dice_1: 4.637  loss_ce_2: 3.251  loss_mask_2: 2.641  loss_dice_2: 4.654  loss_ce_3: 3.357  loss_mask_3: 2.637  loss_dice_3: 4.645  loss_ce_4: 4.091  loss_mask_4: 3.903  loss_dice_4: 4.638  loss_ce_5: 5.843  loss_mask_5: 2.49  loss_dice_5: 4.668  loss_ce_6: 4.679  loss_mask_6: 2.755  loss_dice_6: 4.648  loss_ce_7: 4.441  loss_mask_7: 4.333  loss_dice_7: 4.666  loss_ce_8: 5.275  loss_mask_8: 5.897  loss_dice_8: 4.648  time: 0.9223  data_time: 0.3098  lr: 9.9981e-06  max_mem: 12674M
[01/28 20:09:09 d2.utils.events]:  eta: 21:17:35  iter: 39  total_loss: 135.1  loss_ce: 5.736  loss_mask: 6.666  loss_dice: 4.64  loss_ce_0: 3.769  loss_mask_0: 2.963  loss_dice_0: 4.622  loss_ce_1: 3.972  loss_mask_1: 3.983  loss_dice_1: 4.646  loss_ce_2: 3.396  loss_mask_2: 3.045  loss_dice_2: 4.668  loss_ce_3: 3.693  loss_mask_3: 3.341  loss_dice_3: 4.651  loss_ce_4: 4.328  loss_mask_4: 4.143  loss_dice_4: 4.654  loss_ce_5: 5.985  loss_mask_5: 2.887  loss_dice_5: 4.664  loss_ce_6: 5.07  loss_mask_6: 3.184  loss_dice_6: 4.655  loss_ce_7: 4.853  loss_mask_7: 4.952  loss_dice_7: 4.681  loss_ce_8: 5.846  loss_mask_8: 7.011  loss_dice_8: 4.653  time: 0.9082  data_time: 0.0323  lr: 9.9961e-06  max_mem: 14031M
[01/28 20:09:27 d2.utils.events]:  eta: 21:57:50  iter: 59  total_loss: 180.3  loss_ce: 7.466  loss_mask: 10.19  loss_dice: 4.678  loss_ce_0: 3.771  loss_mask_0: 3.507  loss_dice_0: 4.666  loss_ce_1: 7.046  loss_mask_1: 4.318  loss_dice_1: 4.695  loss_ce_2: 7.53  loss_mask_2: 4.307  loss_dice_2: 4.717  loss_ce_3: 8.106  loss_mask_3: 5.043  loss_dice_3: 4.705  loss_ce_4: 8.002  loss_mask_4: 5.044  loss_dice_4: 4.717  loss_ce_5: 7.747  loss_mask_5: 5.323  loss_dice_5: 4.699  loss_ce_6: 7.454  loss_mask_6: 6.803  loss_dice_6: 4.7  loss_ce_7: 7.613  loss_mask_7: 6.84  loss_dice_7: 4.723  loss_ce_8: 8.21  loss_mask_8: 9.628  loss_dice_8: 4.688  time: 0.9100  data_time: 0.0315  lr: 9.9941e-06  max_mem: 14031M
[01/28 20:09:46 d2.utils.events]:  eta: 22:23:18  iter: 79  total_loss: 175.2  loss_ce: 6.107  loss_mask: 9.643  loss_dice: 4.618  loss_ce_0: 3.777  loss_mask_0: 3.515  loss_dice_0: 4.607  loss_ce_1: 6.997  loss_mask_1: 4.313  loss_dice_1: 4.626  loss_ce_2: 6.892  loss_mask_2: 4.771  loss_dice_2: 4.646  loss_ce_3: 7.051  loss_mask_3: 5.419  loss_dice_3: 4.639  loss_ce_4: 6.808  loss_mask_4: 5.467  loss_dice_4: 4.645  loss_ce_5: 6.507  loss_mask_5: 5.249  loss_dice_5: 4.629  loss_ce_6: 6.716  loss_mask_6: 7.526  loss_dice_6: 4.64  loss_ce_7: 6.684  loss_mask_7: 7.109  loss_dice_7: 4.649  loss_ce_8: 6.666  loss_mask_8: 9.941  loss_dice_8: 4.614  time: 0.9119  data_time: 0.0266  lr: 9.9921e-06  max_mem: 14893M
[01/28 20:10:04 d2.utils.events]:  eta: 22:26:54  iter: 99  total_loss: 163.3  loss_ce: 5.104  loss_mask: 8.961  loss_dice: 4.689  loss_ce_0: 3.74  loss_mask_0: 3.555  loss_dice_0: 4.657  loss_ce_1: 6.345  loss_mask_1: 4.852  loss_dice_1: 4.677  loss_ce_2: 5.892  loss_mask_2: 5.536  loss_dice_2: 4.7  loss_ce_3: 5.986  loss_mask_3: 5.929  loss_dice_3: 4.693  loss_ce_4: 5.483  loss_mask_4: 5.857  loss_dice_4: 4.7  loss_ce_5: 5.338  loss_mask_5: 5.681  loss_dice_5: 4.694  loss_ce_6: 5.505  loss_mask_6: 7.051  loss_dice_6: 4.709  loss_ce_7: 5.433  loss_mask_7: 6.283  loss_dice_7: 4.71  loss_ce_8: 5.265  loss_mask_8: 9.134  loss_dice_8: 4.687  time: 0.9158  data_time: 0.0352  lr: 9.9901e-06  max_mem: 14893M
[01/28 20:10:23 d2.utils.events]:  eta: 22:28:52  iter: 119  total_loss: 159.5  loss_ce: 5.336  loss_mask: 7.736  loss_dice: 4.718  loss_ce_0: 3.723  loss_mask_0: 3.602  loss_dice_0: 4.681  loss_ce_1: 5.76  loss_mask_1: 5.528  loss_dice_1: 4.702  loss_ce_2: 4.961  loss_mask_2: 5.749  loss_dice_2: 4.717  loss_ce_3: 5.116  loss_mask_3: 6.187  loss_dice_3: 4.724  loss_ce_4: 5.007  loss_mask_4: 5.862  loss_dice_4: 4.735  loss_ce_5: 5.124  loss_mask_5: 6.181  loss_dice_5: 4.723  loss_ce_6: 5.204  loss_mask_6: 7.017  loss_dice_6: 4.735  loss_ce_7: 5.14  loss_mask_7: 5.944  loss_dice_7: 4.741  loss_ce_8: 5.134  loss_mask_8: 8.066  loss_dice_8: 4.716  time: 0.9153  data_time: 0.0276  lr: 9.9881e-06  max_mem: 14893M
[01/28 20:10:41 d2.utils.events]:  eta: 22:29:24  iter: 139  total_loss: 159.3  loss_ce: 5.385  loss_mask: 7.195  loss_dice: 4.671  loss_ce_0: 3.713  loss_mask_0: 3.648  loss_dice_0: 4.608  loss_ce_1: 5.337  loss_mask_1: 6.054  loss_dice_1: 4.631  loss_ce_2: 4.65  loss_mask_2: 5.789  loss_dice_2: 4.65  loss_ce_3: 4.986  loss_mask_3: 6.373  loss_dice_3: 4.682  loss_ce_4: 5.172  loss_mask_4: 5.915  loss_dice_4: 4.709  loss_ce_5: 5.255  loss_mask_5: 6.186  loss_dice_5: 4.676  loss_ce_6: 5.37  loss_mask_6: 7.34  loss_dice_6: 4.697  loss_ce_7: 5.124  loss_mask_7: 6.345  loss_dice_7: 4.702  loss_ce_8: 5.186  loss_mask_8: 8.05  loss_dice_8: 4.66  time: 0.9158  data_time: 0.0297  lr: 9.9861e-06  max_mem: 15643M
[01/28 20:11:00 d2.utils.events]:  eta: 22:37:24  iter: 159  total_loss: 155.5  loss_ce: 5.028  loss_mask: 7.006  loss_dice: 4.674  loss_ce_0: 3.697  loss_mask_0: 3.553  loss_dice_0: 4.637  loss_ce_1: 4.77  loss_mask_1: 6.073  loss_dice_1: 4.652  loss_ce_2: 4.489  loss_mask_2: 5.693  loss_dice_2: 4.663  loss_ce_3: 5.038  loss_mask_3: 6.474  loss_dice_3: 4.676  loss_ce_4: 5.034  loss_mask_4: 5.861  loss_dice_4: 4.701  loss_ce_5: 4.946  loss_mask_5: 6.09  loss_dice_5: 4.681  loss_ce_6: 4.94  loss_mask_6: 6.818  loss_dice_6: 4.694  loss_ce_7: 4.706  loss_mask_7: 6.075  loss_dice_7: 4.698  loss_ce_8: 4.901  loss_mask_8: 7.735  loss_dice_8: 4.665  time: 0.9180  data_time: 0.0348  lr: 9.9841e-06  max_mem: 15643M
[01/28 20:11:19 d2.utils.events]:  eta: 22:46:32  iter: 179  total_loss: 151.4  loss_ce: 4.588  loss_mask: 6.171  loss_dice: 4.686  loss_ce_0: 3.685  loss_mask_0: 3.605  loss_dice_0: 4.65  loss_ce_1: 4.607  loss_mask_1: 6.347  loss_dice_1: 4.662  loss_ce_2: 4.537  loss_mask_2: 5.776  loss_dice_2: 4.677  loss_ce_3: 4.887  loss_mask_3: 6.416  loss_dice_3: 4.683  loss_ce_4: 4.646  loss_mask_4: 5.523  loss_dice_4: 4.703  loss_ce_5: 4.471  loss_mask_5: 6.313  loss_dice_5: 4.676  loss_ce_6: 4.298  loss_mask_6: 6.404  loss_dice_6: 4.682  loss_ce_7: 4.197  loss_mask_7: 6.102  loss_dice_7: 4.685  loss_ce_8: 4.356  loss_mask_8: 7.614  loss_dice_8: 4.663  time: 0.9194  data_time: 0.0333  lr: 9.9821e-06  max_mem: 15643M
[01/28 20:11:37 d2.utils.events]:  eta: 22:48:07  iter: 199  total_loss: 149.2  loss_ce: 3.93  loss_mask: 6.148  loss_dice: 4.705  loss_ce_0: 3.642  loss_mask_0: 3.64  loss_dice_0: 4.668  loss_ce_1: 4.695  loss_mask_1: 6.659  loss_dice_1: 4.683  loss_ce_2: 4.552  loss_mask_2: 5.978  loss_dice_2: 4.708  loss_ce_3: 4.472  loss_mask_3: 6.31  loss_dice_3: 4.716  loss_ce_4: 4.012  loss_mask_4: 5.868  loss_dice_4: 4.723  loss_ce_5: 3.864  loss_mask_5: 6.702  loss_dice_5: 4.694  loss_ce_6: 3.757  loss_mask_6: 6.15  loss_dice_6: 4.698  loss_ce_7: 3.769  loss_mask_7: 6.917  loss_dice_7: 4.699  loss_ce_8: 3.78  loss_mask_8: 7.765  loss_dice_8: 4.681  time: 0.9191  data_time: 0.0303  lr: 9.9801e-06  max_mem: 15643M
[01/28 20:11:55 d2.utils.events]:  eta: 22:47:49  iter: 219  total_loss: 151.5  loss_ce: 3.504  loss_mask: 6.647  loss_dice: 4.669  loss_ce_0: 3.642  loss_mask_0: 3.596  loss_dice_0: 4.654  loss_ce_1: 4.993  loss_mask_1: 6.742  loss_dice_1: 4.657  loss_ce_2: 4.82  loss_mask_2: 5.509  loss_dice_2: 4.673  loss_ce_3: 4.334  loss_mask_3: 6.269  loss_dice_3: 4.675  loss_ce_4: 3.573  loss_mask_4: 6.938  loss_dice_4: 4.673  loss_ce_5: 3.489  loss_mask_5: 7.448  loss_dice_5: 4.662  loss_ce_6: 3.483  loss_mask_6: 6.729  loss_dice_6: 4.664  loss_ce_7: 3.537  loss_mask_7: 8.278  loss_dice_7: 4.662  loss_ce_8: 3.457  loss_mask_8: 8.395  loss_dice_8: 4.661  time: 0.9193  data_time: 0.0304  lr: 9.9781e-06  max_mem: 15855M
[01/28 20:12:14 d2.utils.events]:  eta: 22:48:18  iter: 239  total_loss: 155.2  loss_ce: 3.187  loss_mask: 7.636  loss_dice: 4.636  loss_ce_0: 3.626  loss_mask_0: 3.623  loss_dice_0: 4.652  loss_ce_1: 4.913  loss_mask_1: 7.525  loss_dice_1: 4.633  loss_ce_2: 5.24  loss_mask_2: 5.609  loss_dice_2: 4.668  loss_ce_3: 4.33  loss_mask_3: 6.475  loss_dice_3: 4.686  loss_ce_4: 3.168  loss_mask_4: 7.565  loss_dice_4: 4.641  loss_ce_5: 3.206  loss_mask_5: 8.43  loss_dice_5: 4.629  loss_ce_6: 3.085  loss_mask_6: 7.177  loss_dice_6: 4.632  loss_ce_7: 3.12  loss_mask_7: 8.837  loss_dice_7: 4.633  loss_ce_8: 3.159  loss_mask_8: 8.956  loss_dice_8: 4.626  time: 0.9198  data_time: 0.0301  lr: 9.9761e-06  max_mem: 15855M
[01/28 20:12:33 d2.utils.events]:  eta: 22:49:01  iter: 259  total_loss: 152.9  loss_ce: 2.638  loss_mask: 7.728  loss_dice: 4.602  loss_ce_0: 3.614  loss_mask_0: 3.535  loss_dice_0: 4.607  loss_ce_1: 4.951  loss_mask_1: 8.139  loss_dice_1: 4.603  loss_ce_2: 5.323  loss_mask_2: 5.823  loss_dice_2: 4.643  loss_ce_3: 4.432  loss_mask_3: 6.515  loss_dice_3: 4.661  loss_ce_4: 2.903  loss_mask_4: 8.18  loss_dice_4: 4.601  loss_ce_5: 2.685  loss_mask_5: 8.504  loss_dice_5: 4.598  loss_ce_6: 2.487  loss_mask_6: 6.931  loss_dice_6: 4.603  loss_ce_7: 2.497  loss_mask_7: 8.761  loss_dice_7: 4.6  loss_ce_8: 2.657  loss_mask_8: 8.851  loss_dice_8: 4.598  time: 0.9197  data_time: 0.0347  lr: 9.9741e-06  max_mem: 15855M
[01/28 20:12:51 d2.utils.events]:  eta: 22:47:42  iter: 279  total_loss: 149.2  loss_ce: 2.146  loss_mask: 7.25  loss_dice: 4.639  loss_ce_0: 3.592  loss_mask_0: 3.581  loss_dice_0: 4.649  loss_ce_1: 4.689  loss_mask_1: 8.996  loss_dice_1: 4.637  loss_ce_2: 4.743  loss_mask_2: 6.113  loss_dice_2: 4.667  loss_ce_3: 4.626  loss_mask_3: 7.008  loss_dice_3: 4.672  loss_ce_4: 2.406  loss_mask_4: 7.772  loss_dice_4: 4.639  loss_ce_5: 2.2  loss_mask_5: 8.047  loss_dice_5: 4.636  loss_ce_6: 2.099  loss_mask_6: 6.332  loss_dice_6: 4.64  loss_ce_7: 2.084  loss_mask_7: 8.181  loss_dice_7: 4.637  loss_ce_8: 2.161  loss_mask_8: 8.474  loss_dice_8: 4.636  time: 0.9195  data_time: 0.0342  lr: 9.9721e-06  max_mem: 15855M
[01/28 20:13:09 d2.utils.events]:  eta: 22:47:24  iter: 299  total_loss: 143.7  loss_ce: 1.955  loss_mask: 6.467  loss_dice: 4.644  loss_ce_0: 3.584  loss_mask_0: 3.567  loss_dice_0: 4.639  loss_ce_1: 4.56  loss_mask_1: 9.237  loss_dice_1: 4.637  loss_ce_2: 4.351  loss_mask_2: 6.253  loss_dice_2: 4.654  loss_ce_3: 5.121  loss_mask_3: 7.155  loss_dice_3: 4.674  loss_ce_4: 2.172  loss_mask_4: 6.706  loss_dice_4: 4.644  loss_ce_5: 2.018  loss_mask_5: 7.238  loss_dice_5: 4.637  loss_ce_6: 1.966  loss_mask_6: 5.811  loss_dice_6: 4.644  loss_ce_7: 1.94  loss_mask_7: 7.286  loss_dice_7: 4.639  loss_ce_8: 1.96  loss_mask_8: 7.607  loss_dice_8: 4.639  time: 0.9191  data_time: 0.0285  lr: 9.9701e-06  max_mem: 15855M
[01/28 20:13:27 d2.utils.events]:  eta: 22:45:03  iter: 319  total_loss: 138.5  loss_ce: 1.968  loss_mask: 5.56  loss_dice: 4.702  loss_ce_0: 3.574  loss_mask_0: 3.641  loss_dice_0: 4.67  loss_ce_1: 4.496  loss_mask_1: 9.309  loss_dice_1: 4.683  loss_ce_2: 4.213  loss_mask_2: 6.636  loss_dice_2: 4.701  loss_ce_3: 4.965  loss_mask_3: 7.281  loss_dice_3: 4.709  loss_ce_4: 2.089  loss_mask_4: 5.772  loss_dice_4: 4.701  loss_ce_5: 2.021  loss_mask_5: 6.292  loss_dice_5: 4.696  loss_ce_6: 2.006  loss_mask_6: 5.223  loss_dice_6: 4.702  loss_ce_7: 1.981  loss_mask_7: 6.175  loss_dice_7: 4.697  loss_ce_8: 1.957  loss_mask_8: 6.593  loss_dice_8: 4.688  time: 0.9181  data_time: 0.0341  lr: 9.9681e-06  max_mem: 15855M
[01/28 20:13:46 d2.utils.events]:  eta: 22:42:15  iter: 339  total_loss: 132.3  loss_ce: 1.888  loss_mask: 5.08  loss_dice: 4.678  loss_ce_0: 3.561  loss_mask_0: 3.617  loss_dice_0: 4.653  loss_ce_1: 4.212  loss_mask_1: 8.414  loss_dice_1: 4.657  loss_ce_2: 3.816  loss_mask_2: 6.491  loss_dice_2: 4.671  loss_ce_3: 4.458  loss_mask_3: 7.649  loss_dice_3: 4.674  loss_ce_4: 2.015  loss_mask_4: 5.45  loss_dice_4: 4.673  loss_ce_5: 1.958  loss_mask_5: 5.555  loss_dice_5: 4.672  loss_ce_6: 1.939  loss_mask_6: 4.736  loss_dice_6: 4.679  loss_ce_7: 1.924  loss_mask_7: 5.074  loss_dice_7: 4.676  loss_ce_8: 1.891  loss_mask_8: 5.881  loss_dice_8: 4.665  time: 0.9179  data_time: 0.0260  lr: 9.9661e-06  max_mem: 15855M
[01/28 20:14:05 d2.utils.events]:  eta: 22:45:39  iter: 359  total_loss: 130  loss_ce: 1.92  loss_mask: 4.913  loss_dice: 4.682  loss_ce_0: 3.56  loss_mask_0: 3.629  loss_dice_0: 4.643  loss_ce_1: 4.069  loss_mask_1: 8.12  loss_dice_1: 4.646  loss_ce_2: 3.856  loss_mask_2: 7.015  loss_dice_2: 4.654  loss_ce_3: 3.922  loss_mask_3: 8.294  loss_dice_3: 4.661  loss_ce_4: 1.975  loss_mask_4: 5.106  loss_dice_4: 4.671  loss_ce_5: 1.992  loss_mask_5: 4.745  loss_dice_5: 4.672  loss_ce_6: 1.996  loss_mask_6: 4.306  loss_dice_6: 4.679  loss_ce_7: 1.991  loss_mask_7: 4.407  loss_dice_7: 4.687  loss_ce_8: 1.919  loss_mask_8: 5.476  loss_dice_8: 4.659  time: 0.9188  data_time: 0.0375  lr: 9.9641e-06  max_mem: 15855M
[01/28 20:14:23 d2.utils.events]:  eta: 22:44:40  iter: 379  total_loss: 126.4  loss_ce: 1.909  loss_mask: 4.756  loss_dice: 4.651  loss_ce_0: 3.56  loss_mask_0: 3.611  loss_dice_0: 4.623  loss_ce_1: 3.891  loss_mask_1: 7.551  loss_dice_1: 4.625  loss_ce_2: 3.47  loss_mask_2: 7.139  loss_dice_2: 4.63  loss_ce_3: 3.625  loss_mask_3: 8.179  loss_dice_3: 4.629  loss_ce_4: 1.941  loss_mask_4: 5.104  loss_dice_4: 4.631  loss_ce_5: 1.985  loss_mask_5: 4.271  loss_dice_5: 4.643  loss_ce_6: 1.986  loss_mask_6: 4.054  loss_dice_6: 4.654  loss_ce_7: 1.993  loss_mask_7: 4.011  loss_dice_7: 4.66  loss_ce_8: 1.919  loss_mask_8: 5.236  loss_dice_8: 4.633  time: 0.9190  data_time: 0.0349  lr: 9.9621e-06  max_mem: 15855M
[01/28 20:14:42 d2.utils.events]:  eta: 22:44:22  iter: 399  total_loss: 126.1  loss_ce: 1.952  loss_mask: 4.622  loss_dice: 4.687  loss_ce_0: 3.537  loss_mask_0: 3.616  loss_dice_0: 4.649  loss_ce_1: 3.764  loss_mask_1: 7.466  loss_dice_1: 4.662  loss_ce_2: 3.553  loss_mask_2: 6.841  loss_dice_2: 4.664  loss_ce_3: 3.46  loss_mask_3: 8.145  loss_dice_3: 4.664  loss_ce_4: 1.883  loss_mask_4: 5.256  loss_dice_4: 4.67  loss_ce_5: 2.013  loss_mask_5: 4.222  loss_dice_5: 4.682  loss_ce_6: 2.015  loss_mask_6: 4.089  loss_dice_6: 4.689  loss_ce_7: 2.024  loss_mask_7: 3.837  loss_dice_7: 4.697  loss_ce_8: 1.97  loss_mask_8: 5.085  loss_dice_8: 4.674  time: 0.9194  data_time: 0.0354  lr: 9.9601e-06  max_mem: 15855M
[01/28 20:15:00 d2.utils.events]:  eta: 22:43:41  iter: 419  total_loss: 125.6  loss_ce: 1.954  loss_mask: 4.805  loss_dice: 4.676  loss_ce_0: 3.538  loss_mask_0: 3.634  loss_dice_0: 4.641  loss_ce_1: 3.669  loss_mask_1: 6.495  loss_dice_1: 4.655  loss_ce_2: 3.531  loss_mask_2: 6.553  loss_dice_2: 4.649  loss_ce_3: 3.877  loss_mask_3: 7.158  loss_dice_3: 4.664  loss_ce_4: 1.908  loss_mask_4: 5.553  loss_dice_4: 4.654  loss_ce_5: 2.019  loss_mask_5: 4.603  loss_dice_5: 4.664  loss_ce_6: 2.008  loss_mask_6: 4.339  loss_dice_6: 4.673  loss_ce_7: 2.001  loss_mask_7: 3.975  loss_dice_7: 4.689  loss_ce_8: 1.958  loss_mask_8: 5.094  loss_dice_8: 4.662  time: 0.9198  data_time: 0.0301  lr: 9.9581e-06  max_mem: 15855M
[01/28 20:15:19 d2.utils.events]:  eta: 22:43:45  iter: 439  total_loss: 125.2  loss_ce: 1.995  loss_mask: 5.13  loss_dice: 4.657  loss_ce_0: 3.53  loss_mask_0: 3.612  loss_dice_0: 4.634  loss_ce_1: 3.386  loss_mask_1: 5.907  loss_dice_1: 4.637  loss_ce_2: 3.534  loss_mask_2: 6.821  loss_dice_2: 4.638  loss_ce_3: 3.467  loss_mask_3: 6.547  loss_dice_3: 4.65  loss_ce_4: 2.038  loss_mask_4: 5.909  loss_dice_4: 4.64  loss_ce_5: 2.056  loss_mask_5: 4.862  loss_dice_5: 4.651  loss_ce_6: 2.043  loss_mask_6: 4.596  loss_dice_6: 4.657  loss_ce_7: 1.983  loss_mask_7: 4.34  loss_dice_7: 4.664  loss_ce_8: 1.989  loss_mask_8: 5.33  loss_dice_8: 4.648  time: 0.9199  data_time: 0.0341  lr: 9.9561e-06  max_mem: 15855M
[01/28 20:15:38 d2.utils.events]:  eta: 22:43:27  iter: 459  total_loss: 129  loss_ce: 1.982  loss_mask: 5.56  loss_dice: 4.676  loss_ce_0: 3.53  loss_mask_0: 3.624  loss_dice_0: 4.654  loss_ce_1: 3.019  loss_mask_1: 6.157  loss_dice_1: 4.651  loss_ce_2: 4.06  loss_mask_2: 7.439  loss_dice_2: 4.657  loss_ce_3: 3.206  loss_mask_3: 6.086  loss_dice_3: 4.673  loss_ce_4: 2.154  loss_mask_4: 6.411  loss_dice_4: 4.665  loss_ce_5: 2.063  loss_mask_5: 5.394  loss_dice_5: 4.669  loss_ce_6: 2.026  loss_mask_6: 5.162  loss_dice_6: 4.679  loss_ce_7: 1.888  loss_mask_7: 4.839  loss_dice_7: 4.684  loss_ce_8: 1.99  loss_mask_8: 5.78  loss_dice_8: 4.672  time: 0.9202  data_time: 0.0349  lr: 9.9541e-06  max_mem: 16645M
[01/28 20:15:56 d2.utils.events]:  eta: 22:43:08  iter: 479  total_loss: 131.6  loss_ce: 2.029  loss_mask: 5.874  loss_dice: 4.71  loss_ce_0: 3.525  loss_mask_0: 3.661  loss_dice_0: 4.685  loss_ce_1: 2.739  loss_mask_1: 7.16  loss_dice_1: 4.67  loss_ce_2: 3.72  loss_mask_2: 6.328  loss_dice_2: 4.706  loss_ce_3: 3.377  loss_mask_3: 6.447  loss_dice_3: 4.688  loss_ce_4: 2.116  loss_mask_4: 6.804  loss_dice_4: 4.694  loss_ce_5: 2.07  loss_mask_5: 6.04  loss_dice_5: 4.697  loss_ce_6: 2.058  loss_mask_6: 5.815  loss_dice_6: 4.705  loss_ce_7: 1.892  loss_mask_7: 5.183  loss_dice_7: 4.715  loss_ce_8: 2.011  loss_mask_8: 6.083  loss_dice_8: 4.703  time: 0.9203  data_time: 0.0362  lr: 9.9521e-06  max_mem: 16645M
[01/28 20:16:15 d2.utils.events]:  eta: 22:44:14  iter: 499  total_loss: 133.5  loss_ce: 2.002  loss_mask: 6.111  loss_dice: 4.686  loss_ce_0: 3.52  loss_mask_0: 3.655  loss_dice_0: 4.653  loss_ce_1: 2.443  loss_mask_1: 8.247  loss_dice_1: 4.653  loss_ce_2: 3.753  loss_mask_2: 5.142  loss_dice_2: 4.697  loss_ce_3: 3.215  loss_mask_3: 6.25  loss_dice_3: 4.668  loss_ce_4: 2.108  loss_mask_4: 7.389  loss_dice_4: 4.672  loss_ce_5: 2.067  loss_mask_5: 6.424  loss_dice_5: 4.674  loss_ce_6: 2.057  loss_mask_6: 6.511  loss_dice_6: 4.678  loss_ce_7: 1.828  loss_mask_7: 5.517  loss_dice_7: 4.693  loss_ce_8: 1.972  loss_mask_8: 6.267  loss_dice_8: 4.682  time: 0.9204  data_time: 0.0342  lr: 9.9501e-06  max_mem: 16645M
[01/28 20:16:33 d2.utils.events]:  eta: 22:44:02  iter: 519  total_loss: 136.1  loss_ce: 1.999  loss_mask: 6.176  loss_dice: 4.678  loss_ce_0: 3.517  loss_mask_0: 3.656  loss_dice_0: 4.631  loss_ce_1: 2.298  loss_mask_1: 9.084  loss_dice_1: 4.64  loss_ce_2: 3.599  loss_mask_2: 5.864  loss_dice_2: 4.68  loss_ce_3: 3.217  loss_mask_3: 6.485  loss_dice_3: 4.654  loss_ce_4: 2.104  loss_mask_4: 7.38  loss_dice_4: 4.661  loss_ce_5: 2.082  loss_mask_5: 6.727  loss_dice_5: 4.665  loss_ce_6: 2.089  loss_mask_6: 7.079  loss_dice_6: 4.666  loss_ce_7: 1.752  loss_mask_7: 5.611  loss_dice_7: 4.676  loss_ce_8: 1.957  loss_mask_8: 6.374  loss_dice_8: 4.669  time: 0.9209  data_time: 0.0360  lr: 9.9481e-06  max_mem: 17470M
[01/28 20:16:52 d2.utils.events]:  eta: 22:42:55  iter: 539  total_loss: 139.4  loss_ce: 2.005  loss_mask: 6.083  loss_dice: 4.657  loss_ce_0: 3.504  loss_mask_0: 3.637  loss_dice_0: 4.628  loss_ce_1: 2.214  loss_mask_1: 9.628  loss_dice_1: 4.611  loss_ce_2: 3.718  loss_mask_2: 7.359  loss_dice_2: 4.646  loss_ce_3: 2.916  loss_mask_3: 7.151  loss_dice_3: 4.612  loss_ce_4: 2.021  loss_mask_4: 7.552  loss_dice_4: 4.635  loss_ce_5: 2.094  loss_mask_5: 6.996  loss_dice_5: 4.637  loss_ce_6: 2.118  loss_mask_6: 7.448  loss_dice_6: 4.641  loss_ce_7: 1.744  loss_mask_7: 5.845  loss_dice_7: 4.661  loss_ce_8: 1.967  loss_mask_8: 6.642  loss_dice_8: 4.647  time: 0.9208  data_time: 0.0352  lr: 9.9461e-06  max_mem: 17470M
[01/28 20:17:11 d2.utils.events]:  eta: 22:41:43  iter: 559  total_loss: 143  loss_ce: 1.913  loss_mask: 6.319  loss_dice: 4.687  loss_ce_0: 3.512  loss_mask_0: 3.699  loss_dice_0: 4.656  loss_ce_1: 2.18  loss_mask_1: 9.863  loss_dice_1: 4.656  loss_ce_2: 4.014  loss_mask_2: 8.983  loss_dice_2: 4.672  loss_ce_3: 2.626  loss_mask_3: 7.405  loss_dice_3: 4.666  loss_ce_4: 2.011  loss_mask_4: 7.661  loss_dice_4: 4.674  loss_ce_5: 2.042  loss_mask_5: 7.34  loss_dice_5: 4.673  loss_ce_6: 2.045  loss_mask_6: 7.743  loss_dice_6: 4.674  loss_ce_7: 1.696  loss_mask_7: 5.989  loss_dice_7: 4.686  loss_ce_8: 1.89  loss_mask_8: 6.954  loss_dice_8: 4.677  time: 0.9213  data_time: 0.0280  lr: 9.9441e-06  max_mem: 18287M
[01/28 20:17:29 d2.utils.events]:  eta: 22:40:44  iter: 579  total_loss: 140  loss_ce: 1.91  loss_mask: 6.407  loss_dice: 4.645  loss_ce_0: 3.501  loss_mask_0: 3.679  loss_dice_0: 4.61  loss_ce_1: 2.13  loss_mask_1: 9.576  loss_dice_1: 4.602  loss_ce_2: 3.682  loss_mask_2: 8.66  loss_dice_2: 4.623  loss_ce_3: 2.534  loss_mask_3: 7.297  loss_dice_3: 4.614  loss_ce_4: 2.005  loss_mask_4: 7.251  loss_dice_4: 4.633  loss_ce_5: 2.064  loss_mask_5: 7.502  loss_dice_5: 4.619  loss_ce_6: 2.046  loss_mask_6: 7.713  loss_dice_6: 4.617  loss_ce_7: 1.723  loss_mask_7: 6.018  loss_dice_7: 4.644  loss_ce_8: 1.892  loss_mask_8: 7.27  loss_dice_8: 4.625  time: 0.9212  data_time: 0.0298  lr: 9.9421e-06  max_mem: 18287M
[01/28 20:17:48 d2.utils.events]:  eta: 22:41:19  iter: 599  total_loss: 141.7  loss_ce: 1.866  loss_mask: 6.617  loss_dice: 4.675  loss_ce_0: 3.496  loss_mask_0: 3.67  loss_dice_0: 4.648  loss_ce_1: 2.148  loss_mask_1: 9.563  loss_dice_1: 4.643  loss_ce_2: 3.361  loss_mask_2: 7.975  loss_dice_2: 4.654  loss_ce_3: 2.278  loss_mask_3: 7.359  loss_dice_3: 4.649  loss_ce_4: 2.004  loss_mask_4: 7.179  loss_dice_4: 4.671  loss_ce_5: 2.067  loss_mask_5: 7.898  loss_dice_5: 4.655  loss_ce_6: 2.042  loss_mask_6: 8.056  loss_dice_6: 4.654  loss_ce_7: 1.717  loss_mask_7: 6.108  loss_dice_7: 4.681  loss_ce_8: 1.864  loss_mask_8: 7.727  loss_dice_8: 4.659  time: 0.9216  data_time: 0.0329  lr: 9.9401e-06  max_mem: 18287M
[01/28 20:18:07 d2.utils.events]:  eta: 22:41:45  iter: 619  total_loss: 141.9  loss_ce: 1.863  loss_mask: 6.934  loss_dice: 4.696  loss_ce_0: 3.497  loss_mask_0: 3.7  loss_dice_0: 4.668  loss_ce_1: 2.117  loss_mask_1: 9.425  loss_dice_1: 4.673  loss_ce_2: 2.951  loss_mask_2: 6.638  loss_dice_2: 4.684  loss_ce_3: 2.065  loss_mask_3: 7.37  loss_dice_3: 4.668  loss_ce_4: 2.035  loss_mask_4: 7.124  loss_dice_4: 4.694  loss_ce_5: 2.087  loss_mask_5: 8.302  loss_dice_5: 4.679  loss_ce_6: 2.038  loss_mask_6: 8.66  loss_dice_6: 4.678  loss_ce_7: 1.756  loss_mask_7: 6.115  loss_dice_7: 4.702  loss_ce_8: 1.871  loss_mask_8: 8.203  loss_dice_8: 4.686  time: 0.9219  data_time: 0.0291  lr: 9.9381e-06  max_mem: 18287M
[01/28 20:18:25 d2.utils.events]:  eta: 22:42:06  iter: 639  total_loss: 141.5  loss_ce: 1.855  loss_mask: 7.303  loss_dice: 4.666  loss_ce_0: 3.489  loss_mask_0: 3.691  loss_dice_0: 4.644  loss_ce_1: 1.953  loss_mask_1: 9.407  loss_dice_1: 4.644  loss_ce_2: 2.723  loss_mask_2: 6.317  loss_dice_2: 4.657  loss_ce_3: 2.023  loss_mask_3: 7.052  loss_dice_3: 4.639  loss_ce_4: 2.011  loss_mask_4: 7.249  loss_dice_4: 4.664  loss_ce_5: 2.071  loss_mask_5: 8.196  loss_dice_5: 4.651  loss_ce_6: 2.014  loss_mask_6: 8.592  loss_dice_6: 4.653  loss_ce_7: 1.801  loss_mask_7: 6.119  loss_dice_7: 4.678  loss_ce_8: 1.866  loss_mask_8: 8.508  loss_dice_8: 4.656  time: 0.9217  data_time: 0.0324  lr: 9.9361e-06  max_mem: 18287M
[01/28 20:18:43 d2.utils.events]:  eta: 22:41:48  iter: 659  total_loss: 139.9  loss_ce: 1.795  loss_mask: 7.683  loss_dice: 4.654  loss_ce_0: 3.515  loss_mask_0: 3.578  loss_dice_0: 4.653  loss_ce_1: 1.819  loss_mask_1: 9.332  loss_dice_1: 4.64  loss_ce_2: 2.576  loss_mask_2: 6.129  loss_dice_2: 4.647  loss_ce_3: 1.996  loss_mask_3: 6.659  loss_dice_3: 4.641  loss_ce_4: 1.984  loss_mask_4: 7.257  loss_dice_4: 4.656  loss_ce_5: 2.05  loss_mask_5: 7.898  loss_dice_5: 4.646  loss_ce_6: 1.985  loss_mask_6: 8.482  loss_dice_6: 4.647  loss_ce_7: 1.803  loss_mask_7: 6.28  loss_dice_7: 4.665  loss_ce_8: 1.835  loss_mask_8: 8.601  loss_dice_8: 4.647  time: 0.9214  data_time: 0.0280  lr: 9.9341e-06  max_mem: 18287M
[01/28 20:19:02 d2.utils.events]:  eta: 22:40:09  iter: 679  total_loss: 138.5  loss_ce: 1.835  loss_mask: 7.796  loss_dice: 4.687  loss_ce_0: 3.487  loss_mask_0: 3.68  loss_dice_0: 4.659  loss_ce_1: 1.841  loss_mask_1: 9.3  loss_dice_1: 4.66  loss_ce_2: 2.467  loss_mask_2: 5.922  loss_dice_2: 4.681  loss_ce_3: 1.97  loss_mask_3: 6.201  loss_dice_3: 4.665  loss_ce_4: 1.988  loss_mask_4: 7.068  loss_dice_4: 4.69  loss_ce_5: 2.055  loss_mask_5: 7.669  loss_dice_5: 4.675  loss_ce_6: 2.002  loss_mask_6: 8.272  loss_dice_6: 4.676  loss_ce_7: 1.866  loss_mask_7: 5.98  loss_dice_7: 4.713  loss_ce_8: 1.877  loss_mask_8: 8.452  loss_dice_8: 4.679  time: 0.9210  data_time: 0.0303  lr: 9.9321e-06  max_mem: 18287M
[01/28 20:19:20 d2.utils.events]:  eta: 22:39:02  iter: 699  total_loss: 136.8  loss_ce: 1.808  loss_mask: 7.871  loss_dice: 4.701  loss_ce_0: 3.495  loss_mask_0: 3.626  loss_dice_0: 4.68  loss_ce_1: 1.783  loss_mask_1: 9.077  loss_dice_1: 4.677  loss_ce_2: 2.332  loss_mask_2: 5.702  loss_dice_2: 4.692  loss_ce_3: 1.859  loss_mask_3: 6.133  loss_dice_3: 4.677  loss_ce_4: 1.938  loss_mask_4: 6.893  loss_dice_4: 4.698  loss_ce_5: 2.004  loss_mask_5: 7.443  loss_dice_5: 4.693  loss_ce_6: 1.96  loss_mask_6: 8.036  loss_dice_6: 4.693  loss_ce_7: 1.859  loss_mask_7: 6.059  loss_dice_7: 4.716  loss_ce_8: 1.852  loss_mask_8: 8.431  loss_dice_8: 4.695  time: 0.9205  data_time: 0.0287  lr: 9.9301e-06  max_mem: 18287M
[01/28 20:19:38 d2.utils.events]:  eta: 22:38:44  iter: 719  total_loss: 137.1  loss_ce: 1.831  loss_mask: 7.942  loss_dice: 4.694  loss_ce_0: 3.484  loss_mask_0: 3.716  loss_dice_0: 4.659  loss_ce_1: 1.802  loss_mask_1: 9.004  loss_dice_1: 4.661  loss_ce_2: 2.336  loss_mask_2: 5.54  loss_dice_2: 4.684  loss_ce_3: 1.875  loss_mask_3: 6.364  loss_dice_3: 4.66  loss_ce_4: 1.99  loss_mask_4: 6.647  loss_dice_4: 4.694  loss_ce_5: 2.025  loss_mask_5: 7.395  loss_dice_5: 4.681  loss_ce_6: 1.996  loss_mask_6: 7.819  loss_dice_6: 4.679  loss_ce_7: 1.919  loss_mask_7: 5.931  loss_dice_7: 4.711  loss_ce_8: 1.876  loss_mask_8: 8.608  loss_dice_8: 4.687  time: 0.9205  data_time: 0.0357  lr: 9.9281e-06  max_mem: 18287M
[01/28 20:19:57 d2.utils.events]:  eta: 22:38:16  iter: 739  total_loss: 136.5  loss_ce: 1.759  loss_mask: 8.271  loss_dice: 4.665  loss_ce_0: 3.495  loss_mask_0: 3.587  loss_dice_0: 4.643  loss_ce_1: 1.741  loss_mask_1: 8.675  loss_dice_1: 4.651  loss_ce_2: 2.252  loss_mask_2: 5.645  loss_dice_2: 4.668  loss_ce_3: 1.787  loss_mask_3: 6.574  loss_dice_3: 4.653  loss_ce_4: 1.985  loss_mask_4: 6.391  loss_dice_4: 4.67  loss_ce_5: 1.979  loss_mask_5: 7.503  loss_dice_5: 4.662  loss_ce_6: 1.945  loss_mask_6: 7.949  loss_dice_6: 4.662  loss_ce_7: 1.848  loss_mask_7: 5.983  loss_dice_7: 4.686  loss_ce_8: 1.823  loss_mask_8: 8.953  loss_dice_8: 4.662  time: 0.9202  data_time: 0.0293  lr: 9.9261e-06  max_mem: 18287M
[01/28 20:20:15 d2.utils.events]:  eta: 22:37:36  iter: 759  total_loss: 141  loss_ce: 1.808  loss_mask: 8.587  loss_dice: 4.721  loss_ce_0: 3.48  loss_mask_0: 3.685  loss_dice_0: 4.691  loss_ce_1: 1.768  loss_mask_1: 8.802  loss_dice_1: 4.695  loss_ce_2: 2.253  loss_mask_2: 6.167  loss_dice_2: 4.707  loss_ce_3: 1.824  loss_mask_3: 6.68  loss_dice_3: 4.693  loss_ce_4: 2.044  loss_mask_4: 6.454  loss_dice_4: 4.718  loss_ce_5: 2.029  loss_mask_5: 7.496  loss_dice_5: 4.711  loss_ce_6: 1.985  loss_mask_6: 8.343  loss_dice_6: 4.709  loss_ce_7: 1.868  loss_mask_7: 6.045  loss_dice_7: 4.745  loss_ce_8: 1.86  loss_mask_8: 9.174  loss_dice_8: 4.716  time: 0.9203  data_time: 0.0313  lr: 9.9241e-06  max_mem: 18287M
[01/28 20:20:34 d2.utils.events]:  eta: 22:38:22  iter: 779  total_loss: 138.8  loss_ce: 1.853  loss_mask: 8.776  loss_dice: 4.686  loss_ce_0: 3.483  loss_mask_0: 3.604  loss_dice_0: 4.627  loss_ce_1: 1.76  loss_mask_1: 8.797  loss_dice_1: 4.635  loss_ce_2: 2.172  loss_mask_2: 6.536  loss_dice_2: 4.661  loss_ce_3: 1.833  loss_mask_3: 6.497  loss_dice_3: 4.637  loss_ce_4: 2.034  loss_mask_4: 6.522  loss_dice_4: 4.678  loss_ce_5: 2.03  loss_mask_5: 7.056  loss_dice_5: 4.678  loss_ce_6: 1.96  loss_mask_6: 8.398  loss_dice_6: 4.668  loss_ce_7: 1.841  loss_mask_7: 5.961  loss_dice_7: 4.703  loss_ce_8: 1.866  loss_mask_8: 9.185  loss_dice_8: 4.681  time: 0.9204  data_time: 0.0304  lr: 9.9221e-06  max_mem: 18287M
[01/28 20:20:52 d2.utils.events]:  eta: 22:37:22  iter: 799  total_loss: 139.6  loss_ce: 1.911  loss_mask: 8.912  loss_dice: 4.69  loss_ce_0: 3.491  loss_mask_0: 3.641  loss_dice_0: 4.654  loss_ce_1: 1.77  loss_mask_1: 9.094  loss_dice_1: 4.659  loss_ce_2: 2.156  loss_mask_2: 6.946  loss_dice_2: 4.671  loss_ce_3: 1.839  loss_mask_3: 6.161  loss_dice_3: 4.669  loss_ce_4: 2.022  loss_mask_4: 7.126  loss_dice_4: 4.686  loss_ce_5: 2.032  loss_mask_5: 6.721  loss_dice_5: 4.692  loss_ce_6: 1.972  loss_mask_6: 8.2  loss_dice_6: 4.683  loss_ce_7: 1.852  loss_mask_7: 5.814  loss_dice_7: 4.736  loss_ce_8: 1.883  loss_mask_8: 9.189  loss_dice_8: 4.682  time: 0.9202  data_time: 0.0262  lr: 9.9201e-06  max_mem: 18287M
[01/28 20:21:10 d2.utils.events]:  eta: 22:36:19  iter: 819  total_loss: 138.5  loss_ce: 1.974  loss_mask: 8.836  loss_dice: 4.685  loss_ce_0: 3.461  loss_mask_0: 3.675  loss_dice_0: 4.633  loss_ce_1: 1.802  loss_mask_1: 9.202  loss_dice_1: 4.636  loss_ce_2: 2.187  loss_mask_2: 7.17  loss_dice_2: 4.657  loss_ce_3: 1.888  loss_mask_3: 5.718  loss_dice_3: 4.658  loss_ce_4: 2.052  loss_mask_4: 7.399  loss_dice_4: 4.674  loss_ce_5: 2.075  loss_mask_5: 6.533  loss_dice_5: 4.684  loss_ce_6: 2.005  loss_mask_6: 8.053  loss_dice_6: 4.677  loss_ce_7: 1.887  loss_mask_7: 5.65  loss_dice_7: 4.725  loss_ce_8: 1.926  loss_mask_8: 9.18  loss_dice_8: 4.676  time: 0.9200  data_time: 0.0292  lr: 9.9181e-06  max_mem: 18287M
[01/28 20:21:29 d2.utils.events]:  eta: 22:36:01  iter: 839  total_loss: 139.5  loss_ce: 2.003  loss_mask: 8.479  loss_dice: 4.748  loss_ce_0: 3.47  loss_mask_0: 3.652  loss_dice_0: 4.702  loss_ce_1: 1.866  loss_mask_1: 9.308  loss_dice_1: 4.701  loss_ce_2: 2.196  loss_mask_2: 7.338  loss_dice_2: 4.719  loss_ce_3: 1.91  loss_mask_3: 5.471  loss_dice_3: 4.722  loss_ce_4: 1.987  loss_mask_4: 7.703  loss_dice_4: 4.736  loss_ce_5: 2.013  loss_mask_5: 6.457  loss_dice_5: 4.746  loss_ce_6: 1.973  loss_mask_6: 7.896  loss_dice_6: 4.74  loss_ce_7: 1.936  loss_mask_7: 5.526  loss_dice_7: 4.782  loss_ce_8: 1.958  loss_mask_8: 8.882  loss_dice_8: 4.735  time: 0.9199  data_time: 0.0353  lr: 9.9161e-06  max_mem: 18287M
[01/28 20:21:47 d2.utils.events]:  eta: 22:35:23  iter: 859  total_loss: 138  loss_ce: 2.045  loss_mask: 8.381  loss_dice: 4.711  loss_ce_0: 3.468  loss_mask_0: 3.706  loss_dice_0: 4.65  loss_ce_1: 1.922  loss_mask_1: 9.012  loss_dice_1: 4.655  loss_ce_2: 2.242  loss_mask_2: 7.185  loss_dice_2: 4.674  loss_ce_3: 1.925  loss_mask_3: 5.267  loss_dice_3: 4.682  loss_ce_4: 2.029  loss_mask_4: 8.084  loss_dice_4: 4.694  loss_ce_5: 2.042  loss_mask_5: 6.403  loss_dice_5: 4.714  loss_ce_6: 2.04  loss_mask_6: 7.9  loss_dice_6: 4.704  loss_ce_7: 1.968  loss_mask_7: 5.555  loss_dice_7: 4.739  loss_ce_8: 2.021  loss_mask_8: 8.637  loss_dice_8: 4.695  time: 0.9194  data_time: 0.0265  lr: 9.9141e-06  max_mem: 18287M
[01/28 20:22:05 d2.utils.events]:  eta: 22:35:23  iter: 879  total_loss: 138  loss_ce: 2.021  loss_mask: 8.351  loss_dice: 4.698  loss_ce_0: 3.478  loss_mask_0: 3.619  loss_dice_0: 4.659  loss_ce_1: 1.92  loss_mask_1: 8.649  loss_dice_1: 4.66  loss_ce_2: 2.189  loss_mask_2: 7.299  loss_dice_2: 4.672  loss_ce_3: 1.879  loss_mask_3: 5.214  loss_dice_3: 4.685  loss_ce_4: 1.952  loss_mask_4: 8.271  loss_dice_4: 4.688  loss_ce_5: 1.975  loss_mask_5: 6.543  loss_dice_5: 4.706  loss_ce_6: 1.967  loss_mask_6: 8.199  loss_dice_6: 4.695  loss_ce_7: 1.912  loss_mask_7: 5.836  loss_dice_7: 4.731  loss_ce_8: 1.996  loss_mask_8: 8.56  loss_dice_8: 4.688  time: 0.9193  data_time: 0.0281  lr: 9.9121e-06  max_mem: 18287M
[01/28 20:22:24 d2.utils.events]:  eta: 22:35:04  iter: 899  total_loss: 137.6  loss_ce: 2.011  loss_mask: 7.91  loss_dice: 4.692  loss_ce_0: 3.473  loss_mask_0: 3.608  loss_dice_0: 4.655  loss_ce_1: 1.933  loss_mask_1: 8.518  loss_dice_1: 4.658  loss_ce_2: 2.152  loss_mask_2: 7.189  loss_dice_2: 4.672  loss_ce_3: 1.904  loss_mask_3: 5.086  loss_dice_3: 4.682  loss_ce_4: 1.93  loss_mask_4: 8.393  loss_dice_4: 4.683  loss_ce_5: 1.943  loss_mask_5: 6.508  loss_dice_5: 4.699  loss_ce_6: 1.961  loss_mask_6: 8.205  loss_dice_6: 4.684  loss_ce_7: 1.939  loss_mask_7: 5.811  loss_dice_7: 4.726  loss_ce_8: 1.956  loss_mask_8: 8.362  loss_dice_8: 4.681  time: 0.9193  data_time: 0.0377  lr: 9.9101e-06  max_mem: 18287M
[01/28 20:22:42 d2.utils.events]:  eta: 22:34:48  iter: 919  total_loss: 139.4  loss_ce: 2.046  loss_mask: 7.793  loss_dice: 4.703  loss_ce_0: 3.471  loss_mask_0: 3.703  loss_dice_0: 4.654  loss_ce_1: 1.979  loss_mask_1: 8.813  loss_dice_1: 4.665  loss_ce_2: 2.173  loss_mask_2: 7.578  loss_dice_2: 4.673  loss_ce_3: 1.979  loss_mask_3: 5.263  loss_dice_3: 4.694  loss_ce_4: 1.968  loss_mask_4: 8.73  loss_dice_4: 4.697  loss_ce_5: 1.98  loss_mask_5: 6.52  loss_dice_5: 4.714  loss_ce_6: 2.003  loss_mask_6: 8.382  loss_dice_6: 4.695  loss_ce_7: 2.008  loss_mask_7: 5.956  loss_dice_7: 4.73  loss_ce_8: 1.972  loss_mask_8: 8.543  loss_dice_8: 4.688  time: 0.9193  data_time: 0.0264  lr: 9.9081e-06  max_mem: 18287M
[01/28 20:23:00 d2.utils.events]:  eta: 22:34:21  iter: 939  total_loss: 139.8  loss_ce: 2.062  loss_mask: 7.619  loss_dice: 4.687  loss_ce_0: 3.47  loss_mask_0: 3.594  loss_dice_0: 4.655  loss_ce_1: 2.04  loss_mask_1: 8.998  loss_dice_1: 4.67  loss_ce_2: 2.208  loss_mask_2: 7.77  loss_dice_2: 4.67  loss_ce_3: 2.057  loss_mask_3: 5.427  loss_dice_3: 4.692  loss_ce_4: 1.97  loss_mask_4: 8.887  loss_dice_4: 4.69  loss_ce_5: 1.998  loss_mask_5: 6.309  loss_dice_5: 4.71  loss_ce_6: 2.009  loss_mask_6: 8.284  loss_dice_6: 4.691  loss_ce_7: 2.086  loss_mask_7: 5.861  loss_dice_7: 4.718  loss_ce_8: 1.992  loss_mask_8: 8.241  loss_dice_8: 4.685  time: 0.9191  data_time: 0.0291  lr: 9.9061e-06  max_mem: 18287M
[01/28 20:23:19 d2.utils.events]:  eta: 22:34:16  iter: 959  total_loss: 139.9  loss_ce: 2.032  loss_mask: 7.713  loss_dice: 4.665  loss_ce_0: 3.461  loss_mask_0: 3.616  loss_dice_0: 4.647  loss_ce_1: 2.079  loss_mask_1: 9.238  loss_dice_1: 4.651  loss_ce_2: 2.23  loss_mask_2: 7.898  loss_dice_2: 4.656  loss_ce_3: 2.106  loss_mask_3: 5.521  loss_dice_3: 4.673  loss_ce_4: 1.921  loss_mask_4: 8.682  loss_dice_4: 4.671  loss_ce_5: 1.933  loss_mask_5: 6.38  loss_dice_5: 4.691  loss_ce_6: 1.997  loss_mask_6: 8.151  loss_dice_6: 4.67  loss_ce_7: 2.107  loss_mask_7: 5.659  loss_dice_7: 4.697  loss_ce_8: 1.964  loss_mask_8: 7.778  loss_dice_8: 4.67  time: 0.9193  data_time: 0.0301  lr: 9.904e-06  max_mem: 18287M
[01/28 20:23:37 d2.utils.events]:  eta: 22:33:55  iter: 979  total_loss: 140  loss_ce: 2.079  loss_mask: 7.686  loss_dice: 4.681  loss_ce_0: 3.444  loss_mask_0: 3.64  loss_dice_0: 4.663  loss_ce_1: 2.147  loss_mask_1: 9.731  loss_dice_1: 4.667  loss_ce_2: 2.414  loss_mask_2: 7.808  loss_dice_2: 4.671  loss_ce_3: 2.183  loss_mask_3: 5.544  loss_dice_3: 4.69  loss_ce_4: 2.003  loss_mask_4: 8.162  loss_dice_4: 4.705  loss_ce_5: 2.007  loss_mask_5: 6.697  loss_dice_5: 4.713  loss_ce_6: 2.057  loss_mask_6: 7.916  loss_dice_6: 4.692  loss_ce_7: 2.191  loss_mask_7: 5.491  loss_dice_7: 4.734  loss_ce_8: 2.026  loss_mask_8: 7.401  loss_dice_8: 4.694  time: 0.9191  data_time: 0.0284  lr: 9.902e-06  max_mem: 18287M
[01/28 20:23:56 d2.utils.events]:  eta: 22:33:37  iter: 999  total_loss: 137.9  loss_ce: 2.11  loss_mask: 7.456  loss_dice: 4.65  loss_ce_0: 3.418  loss_mask_0: 3.585  loss_dice_0: 4.621  loss_ce_1: 2.18  loss_mask_1: 9.872  loss_dice_1: 4.633  loss_ce_2: 2.503  loss_mask_2: 7.614  loss_dice_2: 4.641  loss_ce_3: 2.24  loss_mask_3: 5.489  loss_dice_3: 4.662  loss_ce_4: 2.024  loss_mask_4: 7.672  loss_dice_4: 4.677  loss_ce_5: 2.05  loss_mask_5: 6.92  loss_dice_5: 4.676  loss_ce_6: 2.057  loss_mask_6: 7.728  loss_dice_6: 4.666  loss_ce_7: 2.218  loss_mask_7: 5.17  loss_dice_7: 4.704  loss_ce_8: 2.051  loss_mask_8: 6.915  loss_dice_8: 4.669  time: 0.9189  data_time: 0.0325  lr: 9.9e-06  max_mem: 18287M
[01/28 20:24:14 d2.utils.events]:  eta: 22:34:10  iter: 1019  total_loss: 137.2  loss_ce: 2.159  loss_mask: 7.337  loss_dice: 4.685  loss_ce_0: 3.415  loss_mask_0: 3.668  loss_dice_0: 4.674  loss_ce_1: 2.221  loss_mask_1: 10.18  loss_dice_1: 4.678  loss_ce_2: 2.48  loss_mask_2: 7.533  loss_dice_2: 4.683  loss_ce_3: 2.282  loss_mask_3: 5.616  loss_dice_3: 4.705  loss_ce_4: 2.073  loss_mask_4: 7.231  loss_dice_4: 4.711  loss_ce_5: 2.112  loss_mask_5: 6.983  loss_dice_5: 4.713  loss_ce_6: 2.104  loss_mask_6: 7.66  loss_dice_6: 4.708  loss_ce_7: 2.264  loss_mask_7: 4.76  loss_dice_7: 4.735  loss_ce_8: 2.094  loss_mask_8: 6.469  loss_dice_8: 4.706  time: 0.9189  data_time: 0.0311  lr: 9.898e-06  max_mem: 18287M
[01/28 20:24:33 d2.utils.events]:  eta: 22:34:09  iter: 1039  total_loss: 135.7  loss_ce: 2.116  loss_mask: 7.146  loss_dice: 4.671  loss_ce_0: 3.425  loss_mask_0: 3.545  loss_dice_0: 4.662  loss_ce_1: 2.165  loss_mask_1: 10.3  loss_dice_1: 4.657  loss_ce_2: 2.405  loss_mask_2: 7.319  loss_dice_2: 4.662  loss_ce_3: 2.253  loss_mask_3: 5.645  loss_dice_3: 4.693  loss_ce_4: 2.028  loss_mask_4: 7.102  loss_dice_4: 4.708  loss_ce_5: 2.064  loss_mask_5: 6.831  loss_dice_5: 4.707  loss_ce_6: 2.058  loss_mask_6: 7.59  loss_dice_6: 4.703  loss_ce_7: 2.224  loss_mask_7: 4.541  loss_dice_7: 4.733  loss_ce_8: 2.026  loss_mask_8: 6.069  loss_dice_8: 4.705  time: 0.9189  data_time: 0.0384  lr: 9.896e-06  max_mem: 18287M
[01/28 20:24:51 d2.utils.events]:  eta: 22:34:15  iter: 1059  total_loss: 135.2  loss_ce: 2.181  loss_mask: 7.196  loss_dice: 4.672  loss_ce_0: 3.413  loss_mask_0: 3.629  loss_dice_0: 4.656  loss_ce_1: 2.198  loss_mask_1: 10.42  loss_dice_1: 4.666  loss_ce_2: 2.397  loss_mask_2: 7.141  loss_dice_2: 4.672  loss_ce_3: 2.311  loss_mask_3: 5.723  loss_dice_3: 4.693  loss_ce_4: 2.078  loss_mask_4: 7.06  loss_dice_4: 4.708  loss_ce_5: 2.109  loss_mask_5: 6.477  loss_dice_5: 4.711  loss_ce_6: 2.121  loss_mask_6: 7.217  loss_dice_6: 4.703  loss_ce_7: 2.291  loss_mask_7: 4.507  loss_dice_7: 4.722  loss_ce_8: 2.073  loss_mask_8: 5.844  loss_dice_8: 4.701  time: 0.9191  data_time: 0.0389  lr: 9.894e-06  max_mem: 18287M
[01/28 20:25:10 d2.utils.events]:  eta: 22:33:57  iter: 1079  total_loss: 134.1  loss_ce: 2.209  loss_mask: 6.986  loss_dice: 4.649  loss_ce_0: 3.37  loss_mask_0: 3.596  loss_dice_0: 4.649  loss_ce_1: 2.207  loss_mask_1: 10.34  loss_dice_1: 4.633  loss_ce_2: 2.413  loss_mask_2: 6.785  loss_dice_2: 4.652  loss_ce_3: 2.337  loss_mask_3: 5.646  loss_dice_3: 4.671  loss_ce_4: 2.099  loss_mask_4: 6.995  loss_dice_4: 4.67  loss_ce_5: 2.118  loss_mask_5: 6.14  loss_dice_5: 4.684  loss_ce_6: 2.11  loss_mask_6: 6.839  loss_dice_6: 4.675  loss_ce_7: 2.321  loss_mask_7: 4.49  loss_dice_7: 4.704  loss_ce_8: 2.091  loss_mask_8: 5.664  loss_dice_8: 4.68  time: 0.9192  data_time: 0.0352  lr: 9.892e-06  max_mem: 18287M
[01/28 20:25:28 d2.utils.events]:  eta: 22:33:51  iter: 1099  total_loss: 133.3  loss_ce: 2.253  loss_mask: 6.988  loss_dice: 4.643  loss_ce_0: 3.372  loss_mask_0: 3.616  loss_dice_0: 4.629  loss_ce_1: 2.21  loss_mask_1: 10.39  loss_dice_1: 4.632  loss_ce_2: 2.42  loss_mask_2: 6.73  loss_dice_2: 4.644  loss_ce_3: 2.361  loss_mask_3: 5.634  loss_dice_3: 4.673  loss_ce_4: 2.151  loss_mask_4: 6.84  loss_dice_4: 4.679  loss_ce_5: 2.125  loss_mask_5: 5.932  loss_dice_5: 4.692  loss_ce_6: 2.139  loss_mask_6: 6.685  loss_dice_6: 4.682  loss_ce_7: 2.33  loss_mask_7: 4.569  loss_dice_7: 4.707  loss_ce_8: 2.09  loss_mask_8: 5.648  loss_dice_8: 4.682  time: 0.9194  data_time: 0.0341  lr: 9.89e-06  max_mem: 18287M
[01/28 20:25:47 d2.utils.events]:  eta: 22:33:47  iter: 1119  total_loss: 134  loss_ce: 2.341  loss_mask: 6.739  loss_dice: 4.693  loss_ce_0: 3.344  loss_mask_0: 3.615  loss_dice_0: 4.683  loss_ce_1: 2.306  loss_mask_1: 10.42  loss_dice_1: 4.69  loss_ce_2: 2.463  loss_mask_2: 6.64  loss_dice_2: 4.699  loss_ce_3: 2.442  loss_mask_3: 5.586  loss_dice_3: 4.722  loss_ce_4: 2.237  loss_mask_4: 6.8  loss_dice_4: 4.726  loss_ce_5: 2.196  loss_mask_5: 5.797  loss_dice_5: 4.733  loss_ce_6: 2.218  loss_mask_6: 6.642  loss_dice_6: 4.722  loss_ce_7: 2.371  loss_mask_7: 4.623  loss_dice_7: 4.743  loss_ce_8: 2.149  loss_mask_8: 5.677  loss_dice_8: 4.72  time: 0.9194  data_time: 0.0296  lr: 9.888e-06  max_mem: 18287M
[01/28 20:26:05 d2.utils.events]:  eta: 22:33:22  iter: 1139  total_loss: 133.1  loss_ce: 2.321  loss_mask: 6.418  loss_dice: 4.655  loss_ce_0: 3.343  loss_mask_0: 3.613  loss_dice_0: 4.653  loss_ce_1: 2.308  loss_mask_1: 10.28  loss_dice_1: 4.649  loss_ce_2: 2.422  loss_mask_2: 6.425  loss_dice_2: 4.678  loss_ce_3: 2.423  loss_mask_3: 5.603  loss_dice_3: 4.674  loss_ce_4: 2.186  loss_mask_4: 6.742  loss_dice_4: 4.679  loss_ce_5: 2.173  loss_mask_5: 5.879  loss_dice_5: 4.688  loss_ce_6: 2.158  loss_mask_6: 7.024  loss_dice_6: 4.667  loss_ce_7: 2.332  loss_mask_7: 4.829  loss_dice_7: 4.688  loss_ce_8: 2.142  loss_mask_8: 5.845  loss_dice_8: 4.666  time: 0.9194  data_time: 0.0363  lr: 9.886e-06  max_mem: 18287M
[01/28 20:26:24 d2.utils.events]:  eta: 22:32:44  iter: 1159  total_loss: 134.1  loss_ce: 2.334  loss_mask: 6.379  loss_dice: 4.654  loss_ce_0: 3.303  loss_mask_0: 3.52  loss_dice_0: 4.654  loss_ce_1: 2.349  loss_mask_1: 10.16  loss_dice_1: 4.651  loss_ce_2: 2.485  loss_mask_2: 6.348  loss_dice_2: 4.658  loss_ce_3: 2.422  loss_mask_3: 5.539  loss_dice_3: 4.687  loss_ce_4: 2.146  loss_mask_4: 6.729  loss_dice_4: 4.687  loss_ce_5: 2.142  loss_mask_5: 6.002  loss_dice_5: 4.695  loss_ce_6: 2.116  loss_mask_6: 7.348  loss_dice_6: 4.676  loss_ce_7: 2.333  loss_mask_7: 5.037  loss_dice_7: 4.705  loss_ce_8: 2.162  loss_mask_8: 6.003  loss_dice_8: 4.677  time: 0.9193  data_time: 0.0308  lr: 9.884e-06  max_mem: 18287M
[01/28 20:26:42 d2.utils.events]:  eta: 22:32:13  iter: 1179  total_loss: 134.5  loss_ce: 2.352  loss_mask: 6.178  loss_dice: 4.695  loss_ce_0: 3.285  loss_mask_0: 3.566  loss_dice_0: 4.689  loss_ce_1: 2.402  loss_mask_1: 10.06  loss_dice_1: 4.693  loss_ce_2: 2.52  loss_mask_2: 6.236  loss_dice_2: 4.696  loss_ce_3: 2.439  loss_mask_3: 5.49  loss_dice_3: 4.725  loss_ce_4: 2.1  loss_mask_4: 6.818  loss_dice_4: 4.721  loss_ce_5: 2.103  loss_mask_5: 6.135  loss_dice_5: 4.728  loss_ce_6: 2.069  loss_mask_6: 7.532  loss_dice_6: 4.714  loss_ce_7: 2.355  loss_mask_7: 5.159  loss_dice_7: 4.738  loss_ce_8: 2.183  loss_mask_8: 6.196  loss_dice_8: 4.715  time: 0.9194  data_time: 0.0294  lr: 9.882e-06  max_mem: 18287M
[01/28 20:27:01 d2.utils.events]:  eta: 22:32:07  iter: 1199  total_loss: 133.5  loss_ce: 2.317  loss_mask: 6.024  loss_dice: 4.633  loss_ce_0: 3.283  loss_mask_0: 3.613  loss_dice_0: 4.619  loss_ce_1: 2.397  loss_mask_1: 9.777  loss_dice_1: 4.629  loss_ce_2: 2.569  loss_mask_2: 6.198  loss_dice_2: 4.639  loss_ce_3: 2.412  loss_mask_3: 5.35  loss_dice_3: 4.673  loss_ce_4: 2.047  loss_mask_4: 6.833  loss_dice_4: 4.662  loss_ce_5: 2.055  loss_mask_5: 6.29  loss_dice_5: 4.669  loss_ce_6: 2.046  loss_mask_6: 7.747  loss_dice_6: 4.649  loss_ce_7: 2.342  loss_mask_7: 5.422  loss_dice_7: 4.678  loss_ce_8: 2.167  loss_mask_8: 6.469  loss_dice_8: 4.65  time: 0.9194  data_time: 0.0311  lr: 9.88e-06  max_mem: 18287M
[01/28 20:27:19 d2.utils.events]:  eta: 22:31:19  iter: 1219  total_loss: 134.6  loss_ce: 2.27  loss_mask: 5.785  loss_dice: 4.663  loss_ce_0: 3.25  loss_mask_0: 3.578  loss_dice_0: 4.663  loss_ce_1: 2.393  loss_mask_1: 9.835  loss_dice_1: 4.654  loss_ce_2: 2.614  loss_mask_2: 6.06  loss_dice_2: 4.666  loss_ce_3: 2.384  loss_mask_3: 5.375  loss_dice_3: 4.69  loss_ce_4: 1.996  loss_mask_4: 7.039  loss_dice_4: 4.677  loss_ce_5: 1.985  loss_mask_5: 6.592  loss_dice_5: 4.682  loss_ce_6: 2.016  loss_mask_6: 7.909  loss_dice_6: 4.669  loss_ce_7: 2.323  loss_mask_7: 5.698  loss_dice_7: 4.689  loss_ce_8: 2.124  loss_mask_8: 6.61  loss_dice_8: 4.667  time: 0.9191  data_time: 0.0317  lr: 9.878e-06  max_mem: 18287M
[01/28 20:27:38 d2.utils.events]:  eta: 22:31:01  iter: 1239  total_loss: 134.4  loss_ce: 2.277  loss_mask: 5.728  loss_dice: 4.674  loss_ce_0: 3.235  loss_mask_0: 3.639  loss_dice_0: 4.657  loss_ce_1: 2.411  loss_mask_1: 9.606  loss_dice_1: 4.668  loss_ce_2: 2.657  loss_mask_2: 5.887  loss_dice_2: 4.679  loss_ce_3: 2.382  loss_mask_3: 5.249  loss_dice_3: 4.706  loss_ce_4: 2.007  loss_mask_4: 7.104  loss_dice_4: 4.692  loss_ce_5: 1.986  loss_mask_5: 6.705  loss_dice_5: 4.694  loss_ce_6: 2.048  loss_mask_6: 7.937  loss_dice_6: 4.679  loss_ce_7: 2.303  loss_mask_7: 5.84  loss_dice_7: 4.699  loss_ce_8: 2.142  loss_mask_8: 6.723  loss_dice_8: 4.68  time: 0.9193  data_time: 0.0295  lr: 9.876e-06  max_mem: 18287M
[01/28 20:27:56 d2.utils.events]:  eta: 22:30:31  iter: 1259  total_loss: 134.6  loss_ce: 2.236  loss_mask: 5.481  loss_dice: 4.666  loss_ce_0: 3.219  loss_mask_0: 3.579  loss_dice_0: 4.647  loss_ce_1: 2.379  loss_mask_1: 9.62  loss_dice_1: 4.655  loss_ce_2: 2.637  loss_mask_2: 5.667  loss_dice_2: 4.665  loss_ce_3: 2.336  loss_mask_3: 5.321  loss_dice_3: 4.695  loss_ce_4: 1.963  loss_mask_4: 7.267  loss_dice_4: 4.677  loss_ce_5: 1.936  loss_mask_5: 6.825  loss_dice_5: 4.681  loss_ce_6: 2.018  loss_mask_6: 7.838  loss_dice_6: 4.668  loss_ce_7: 2.251  loss_mask_7: 5.938  loss_dice_7: 4.694  loss_ce_8: 2.12  loss_mask_8: 6.654  loss_dice_8: 4.671  time: 0.9191  data_time: 0.0287  lr: 9.874e-06  max_mem: 18287M
[01/28 20:28:14 d2.utils.events]:  eta: 22:30:42  iter: 1279  total_loss: 133.9  loss_ce: 2.245  loss_mask: 5.498  loss_dice: 4.68  loss_ce_0: 3.2  loss_mask_0: 3.618  loss_dice_0: 4.662  loss_ce_1: 2.394  loss_mask_1: 9.421  loss_dice_1: 4.672  loss_ce_2: 2.654  loss_mask_2: 5.657  loss_dice_2: 4.674  loss_ce_3: 2.34  loss_mask_3: 5.309  loss_dice_3: 4.71  loss_ce_4: 1.973  loss_mask_4: 7.301  loss_dice_4: 4.697  loss_ce_5: 1.96  loss_mask_5: 6.867  loss_dice_5: 4.698  loss_ce_6: 2.045  loss_mask_6: 7.848  loss_dice_6: 4.685  loss_ce_7: 2.257  loss_mask_7: 5.969  loss_dice_7: 4.709  loss_ce_8: 2.166  loss_mask_8: 6.697  loss_dice_8: 4.687  time: 0.9190  data_time: 0.0277  lr: 9.872e-06  max_mem: 18287M
[01/28 20:28:33 d2.utils.events]:  eta: 22:30:23  iter: 1299  total_loss: 134.2  loss_ce: 2.197  loss_mask: 5.451  loss_dice: 4.642  loss_ce_0: 3.174  loss_mask_0: 3.628  loss_dice_0: 4.637  loss_ce_1: 2.336  loss_mask_1: 9.398  loss_dice_1: 4.641  loss_ce_2: 2.613  loss_mask_2: 5.587  loss_dice_2: 4.641  loss_ce_3: 2.284  loss_mask_3: 5.317  loss_dice_3: 4.686  loss_ce_4: 1.937  loss_mask_4: 7.39  loss_dice_4: 4.661  loss_ce_5: 1.938  loss_mask_5: 6.851  loss_dice_5: 4.667  loss_ce_6: 2.029  loss_mask_6: 7.933  loss_dice_6: 4.649  loss_ce_7: 2.236  loss_mask_7: 6.071  loss_dice_7: 4.682  loss_ce_8: 2.152  loss_mask_8: 6.777  loss_dice_8: 4.656  time: 0.9191  data_time: 0.0297  lr: 9.87e-06  max_mem: 18287M
[01/28 20:28:51 d2.utils.events]:  eta: 22:30:17  iter: 1319  total_loss: 134  loss_ce: 2.191  loss_mask: 5.51  loss_dice: 4.646  loss_ce_0: 3.162  loss_mask_0: 3.601  loss_dice_0: 4.635  loss_ce_1: 2.322  loss_mask_1: 9.277  loss_dice_1: 4.636  loss_ce_2: 2.571  loss_mask_2: 5.551  loss_dice_2: 4.652  loss_ce_3: 2.257  loss_mask_3: 5.433  loss_dice_3: 4.671  loss_ce_4: 1.929  loss_mask_4: 7.618  loss_dice_4: 4.649  loss_ce_5: 1.928  loss_mask_5: 6.972  loss_dice_5: 4.657  loss_ce_6: 2.035  loss_mask_6: 8.01  loss_dice_6: 4.642  loss_ce_7: 2.22  loss_mask_7: 6.192  loss_dice_7: 4.665  loss_ce_8: 2.155  loss_mask_8: 6.942  loss_dice_8: 4.64  time: 0.9190  data_time: 0.0310  lr: 9.868e-06  max_mem: 18287M
[01/28 20:29:10 d2.utils.events]:  eta: 22:30:38  iter: 1339  total_loss: 134.1  loss_ce: 2.145  loss_mask: 5.435  loss_dice: 4.66  loss_ce_0: 3.133  loss_mask_0: 3.576  loss_dice_0: 4.643  loss_ce_1: 2.278  loss_mask_1: 9.112  loss_dice_1: 4.652  loss_ce_2: 2.516  loss_mask_2: 5.405  loss_dice_2: 4.659  loss_ce_3: 2.2  loss_mask_3: 5.521  loss_dice_3: 4.687  loss_ce_4: 1.893  loss_mask_4: 7.871  loss_dice_4: 4.673  loss_ce_5: 1.898  loss_mask_5: 7.035  loss_dice_5: 4.679  loss_ce_6: 2.025  loss_mask_6: 8.01  loss_dice_6: 4.66  loss_ce_7: 2.21  loss_mask_7: 6.234  loss_dice_7: 4.685  loss_ce_8: 2.141  loss_mask_8: 6.861  loss_dice_8: 4.663  time: 0.9192  data_time: 0.0315  lr: 9.866e-06  max_mem: 18287M
[01/28 20:29:29 d2.utils.events]:  eta: 22:30:01  iter: 1359  total_loss: 136  loss_ce: 2.185  loss_mask: 5.615  loss_dice: 4.669  loss_ce_0: 3.118  loss_mask_0: 3.736  loss_dice_0: 4.66  loss_ce_1: 2.291  loss_mask_1: 9.153  loss_dice_1: 4.672  loss_ce_2: 2.501  loss_mask_2: 5.398  loss_dice_2: 4.67  loss_ce_3: 2.221  loss_mask_3: 5.489  loss_dice_3: 4.699  loss_ce_4: 1.95  loss_mask_4: 8.08  loss_dice_4: 4.688  loss_ce_5: 1.961  loss_mask_5: 7.08  loss_dice_5: 4.696  loss_ce_6: 2.062  loss_mask_6: 8.183  loss_dice_6: 4.681  loss_ce_7: 2.26  loss_mask_7: 6.379  loss_dice_7: 4.698  loss_ce_8: 2.193  loss_mask_8: 7.09  loss_dice_8: 4.679  time: 0.9193  data_time: 0.0314  lr: 9.864e-06  max_mem: 18287M
[01/28 20:29:47 d2.utils.events]:  eta: 22:30:24  iter: 1379  total_loss: 134.9  loss_ce: 2.158  loss_mask: 5.54  loss_dice: 4.638  loss_ce_0: 3.084  loss_mask_0: 3.596  loss_dice_0: 4.621  loss_ce_1: 2.249  loss_mask_1: 8.943  loss_dice_1: 4.642  loss_ce_2: 2.431  loss_mask_2: 5.216  loss_dice_2: 4.634  loss_ce_3: 2.184  loss_mask_3: 5.528  loss_dice_3: 4.692  loss_ce_4: 1.923  loss_mask_4: 8.171  loss_dice_4: 4.662  loss_ce_5: 1.941  loss_mask_5: 7.097  loss_dice_5: 4.672  loss_ce_6: 2.022  loss_mask_6: 8.159  loss_dice_6: 4.651  loss_ce_7: 2.254  loss_mask_7: 6.548  loss_dice_7: 4.687  loss_ce_8: 2.183  loss_mask_8: 7.018  loss_dice_8: 4.653  time: 0.9194  data_time: 0.0305  lr: 9.862e-06  max_mem: 18287M
[01/28 20:30:06 d2.utils.events]:  eta: 22:31:44  iter: 1399  total_loss: 134.9  loss_ce: 2.128  loss_mask: 5.529  loss_dice: 4.651  loss_ce_0: 3.076  loss_mask_0: 3.6  loss_dice_0: 4.635  loss_ce_1: 2.202  loss_mask_1: 8.873  loss_dice_1: 4.637  loss_ce_2: 2.352  loss_mask_2: 5.135  loss_dice_2: 4.654  loss_ce_3: 2.154  loss_mask_3: 5.537  loss_dice_3: 4.678  loss_ce_4: 1.889  loss_mask_4: 8.434  loss_dice_4: 4.653  loss_ce_5: 1.919  loss_mask_5: 7.283  loss_dice_5: 4.663  loss_ce_6: 1.963  loss_mask_6: 8.299  loss_dice_6: 4.645  loss_ce_7: 2.212  loss_mask_7: 6.689  loss_dice_7: 4.67  loss_ce_8: 2.148  loss_mask_8: 7.047  loss_dice_8: 4.648  time: 0.9195  data_time: 0.0309  lr: 9.86e-06  max_mem: 18287M
[01/28 20:30:24 d2.utils.events]:  eta: 22:31:37  iter: 1419  total_loss: 135.8  loss_ce: 2.15  loss_mask: 5.658  loss_dice: 4.64  loss_ce_0: 3.04  loss_mask_0: 3.648  loss_dice_0: 4.627  loss_ce_1: 2.206  loss_mask_1: 8.897  loss_dice_1: 4.637  loss_ce_2: 2.331  loss_mask_2: 5.029  loss_dice_2: 4.648  loss_ce_3: 2.18  loss_mask_3: 5.528  loss_dice_3: 4.662  loss_ce_4: 1.906  loss_mask_4: 8.538  loss_dice_4: 4.651  loss_ce_5: 1.949  loss_mask_5: 7.295  loss_dice_5: 4.656  loss_ce_6: 1.975  loss_mask_6: 8.407  loss_dice_6: 4.644  loss_ce_7: 2.229  loss_mask_7: 6.744  loss_dice_7: 4.655  loss_ce_8: 2.16  loss_mask_8: 7.197  loss_dice_8: 4.64  time: 0.9195  data_time: 0.0320  lr: 9.858e-06  max_mem: 18287M
[01/28 20:30:43 d2.utils.events]:  eta: 22:31:08  iter: 1439  total_loss: 135.9  loss_ce: 2.159  loss_mask: 5.624  loss_dice: 4.674  loss_ce_0: 3.031  loss_mask_0: 3.62  loss_dice_0: 4.663  loss_ce_1: 2.212  loss_mask_1: 8.872  loss_dice_1: 4.677  loss_ce_2: 2.319  loss_mask_2: 4.934  loss_dice_2: 4.673  loss_ce_3: 2.182  loss_mask_3: 5.601  loss_dice_3: 4.708  loss_ce_4: 1.904  loss_mask_4: 8.726  loss_dice_4: 4.695  loss_ce_5: 1.952  loss_mask_5: 7.436  loss_dice_5: 4.699  loss_ce_6: 1.966  loss_mask_6: 8.475  loss_dice_6: 4.685  loss_ce_7: 2.218  loss_mask_7: 6.891  loss_dice_7: 4.701  loss_ce_8: 2.163  loss_mask_8: 7.21  loss_dice_8: 4.679  time: 0.9195  data_time: 0.0340  lr: 9.856e-06  max_mem: 18287M
[01/28 20:31:02 d2.utils.events]:  eta: 22:31:48  iter: 1459  total_loss: 137  loss_ce: 2.177  loss_mask: 5.73  loss_dice: 4.689  loss_ce_0: 2.979  loss_mask_0: 3.664  loss_dice_0: 4.677  loss_ce_1: 2.252  loss_mask_1: 8.978  loss_dice_1: 4.684  loss_ce_2: 2.351  loss_mask_2: 4.907  loss_dice_2: 4.692  loss_ce_3: 2.207  loss_mask_3: 5.61  loss_dice_3: 4.714  loss_ce_4: 1.919  loss_mask_4: 8.87  loss_dice_4: 4.696  loss_ce_5: 1.982  loss_mask_5: 7.555  loss_dice_5: 4.701  loss_ce_6: 1.997  loss_mask_6: 8.722  loss_dice_6: 4.69  loss_ce_7: 2.225  loss_mask_7: 6.952  loss_dice_7: 4.703  loss_ce_8: 2.191  loss_mask_8: 7.322  loss_dice_8: 4.687  time: 0.9197  data_time: 0.0319  lr: 9.854e-06  max_mem: 18287M
[01/28 20:31:20 d2.utils.events]:  eta: 22:31:19  iter: 1479  total_loss: 136.9  loss_ce: 2.143  loss_mask: 5.755  loss_dice: 4.63  loss_ce_0: 2.971  loss_mask_0: 3.649  loss_dice_0: 4.618  loss_ce_1: 2.261  loss_mask_1: 9.099  loss_dice_1: 4.624  loss_ce_2: 2.359  loss_mask_2: 4.8  loss_dice_2: 4.643  loss_ce_3: 2.183  loss_mask_3: 5.591  loss_dice_3: 4.666  loss_ce_4: 1.885  loss_mask_4: 8.865  loss_dice_4: 4.643  loss_ce_5: 1.967  loss_mask_5: 7.569  loss_dice_5: 4.647  loss_ce_6: 1.964  loss_mask_6: 8.831  loss_dice_6: 4.632  loss_ce_7: 2.193  loss_mask_7: 6.963  loss_dice_7: 4.659  loss_ce_8: 2.183  loss_mask_8: 7.417  loss_dice_8: 4.631  time: 0.9199  data_time: 0.0368  lr: 9.852e-06  max_mem: 18287M
[01/28 20:31:39 d2.utils.events]:  eta: 22:29:57  iter: 1499  total_loss: 137.1  loss_ce: 2.143  loss_mask: 5.734  loss_dice: 4.657  loss_ce_0: 2.931  loss_mask_0: 3.649  loss_dice_0: 4.635  loss_ce_1: 2.278  loss_mask_1: 9.034  loss_dice_1: 4.64  loss_ce_2: 2.393  loss_mask_2: 4.777  loss_dice_2: 4.67  loss_ce_3: 2.182  loss_mask_3: 5.557  loss_dice_3: 4.679  loss_ce_4: 1.881  loss_mask_4: 8.96  loss_dice_4: 4.655  loss_ce_5: 1.974  loss_mask_5: 7.65  loss_dice_5: 4.66  loss_ce_6: 1.967  loss_mask_6: 8.851  loss_dice_6: 4.645  loss_ce_7: 2.187  loss_mask_7: 6.965  loss_dice_7: 4.669  loss_ce_8: 2.195  loss_mask_8: 7.336  loss_dice_8: 4.653  time: 0.9197  data_time: 0.0365  lr: 9.85e-06  max_mem: 18287M
[01/28 20:31:57 d2.utils.events]:  eta: 22:28:54  iter: 1519  total_loss: 137.2  loss_ce: 2.114  loss_mask: 5.691  loss_dice: 4.656  loss_ce_0: 2.897  loss_mask_0: 3.609  loss_dice_0: 4.641  loss_ce_1: 2.265  loss_mask_1: 9.192  loss_dice_1: 4.647  loss_ce_2: 2.41  loss_mask_2: 4.699  loss_dice_2: 4.664  loss_ce_3: 2.167  loss_mask_3: 5.561  loss_dice_3: 4.682  loss_ce_4: 1.849  loss_mask_4: 9.063  loss_dice_4: 4.666  loss_ce_5: 1.938  loss_mask_5: 7.741  loss_dice_5: 4.668  loss_ce_6: 1.953  loss_mask_6: 9.001  loss_dice_6: 4.655  loss_ce_7: 2.151  loss_mask_7: 6.967  loss_dice_7: 4.662  loss_ce_8: 2.164  loss_mask_8: 7.305  loss_dice_8: 4.65  time: 0.9196  data_time: 0.0277  lr: 9.848e-06  max_mem: 18287M
[01/28 20:32:15 d2.utils.events]:  eta: 22:29:36  iter: 1539  total_loss: 137.8  loss_ce: 2.123  loss_mask: 5.586  loss_dice: 4.667  loss_ce_0: 2.891  loss_mask_0: 3.625  loss_dice_0: 4.646  loss_ce_1: 2.27  loss_mask_1: 9.163  loss_dice_1: 4.657  loss_ce_2: 2.455  loss_mask_2: 4.689  loss_dice_2: 4.672  loss_ce_3: 2.194  loss_mask_3: 5.544  loss_dice_3: 4.691  loss_ce_4: 1.878  loss_mask_4: 9.186  loss_dice_4: 4.671  loss_ce_5: 1.956  loss_mask_5: 7.749  loss_dice_5: 4.677  loss_ce_6: 1.977  loss_mask_6: 9.028  loss_dice_6: 4.663  loss_ce_7: 2.164  loss_mask_7: 6.874  loss_dice_7: 4.686  loss_ce_8: 2.173  loss_mask_8: 7.171  loss_dice_8: 4.668  time: 0.9196  data_time: 0.0250  lr: 9.846e-06  max_mem: 18287M
[01/28 20:32:34 d2.utils.events]:  eta: 22:29:24  iter: 1559  total_loss: 138.1  loss_ce: 2.107  loss_mask: 5.657  loss_dice: 4.666  loss_ce_0: 2.844  loss_mask_0: 3.621  loss_dice_0: 4.652  loss_ce_1: 2.276  loss_mask_1: 9.433  loss_dice_1: 4.667  loss_ce_2: 2.458  loss_mask_2: 4.7  loss_dice_2: 4.675  loss_ce_3: 2.216  loss_mask_3: 5.529  loss_dice_3: 4.692  loss_ce_4: 1.887  loss_mask_4: 9.46  loss_dice_4: 4.676  loss_ce_5: 1.93  loss_mask_5: 7.804  loss_dice_5: 4.68  loss_ce_6: 1.968  loss_mask_6: 9.103  loss_dice_6: 4.67  loss_ce_7: 2.153  loss_mask_7: 6.922  loss_dice_7: 4.674  loss_ce_8: 2.149  loss_mask_8: 7.39  loss_dice_8: 4.661  time: 0.9194  data_time: 0.0294  lr: 9.844e-06  max_mem: 18287M
[01/28 20:32:52 d2.utils.events]:  eta: 22:29:47  iter: 1579  total_loss: 138.1  loss_ce: 2.078  loss_mask: 5.531  loss_dice: 4.67  loss_ce_0: 2.797  loss_mask_0: 3.669  loss_dice_0: 4.649  loss_ce_1: 2.263  loss_mask_1: 9.509  loss_dice_1: 4.662  loss_ce_2: 2.486  loss_mask_2: 4.757  loss_dice_2: 4.673  loss_ce_3: 2.219  loss_mask_3: 5.489  loss_dice_3: 4.697  loss_ce_4: 1.887  loss_mask_4: 9.558  loss_dice_4: 4.674  loss_ce_5: 1.91  loss_mask_5: 7.804  loss_dice_5: 4.682  loss_ce_6: 1.95  loss_mask_6: 9.076  loss_dice_6: 4.669  loss_ce_7: 2.139  loss_mask_7: 6.905  loss_dice_7: 4.697  loss_ce_8: 2.119  loss_mask_8: 7.093  loss_dice_8: 4.67  time: 0.9193  data_time: 0.0290  lr: 9.842e-06  max_mem: 18287M
[01/28 20:33:10 d2.utils.events]:  eta: 22:28:29  iter: 1599  total_loss: 139  loss_ce: 2.084  loss_mask: 5.563  loss_dice: 4.696  loss_ce_0: 2.772  loss_mask_0: 3.7  loss_dice_0: 4.69  loss_ce_1: 2.282  loss_mask_1: 9.758  loss_dice_1: 4.69  loss_ce_2: 2.503  loss_mask_2: 4.829  loss_dice_2: 4.698  loss_ce_3: 2.231  loss_mask_3: 5.513  loss_dice_3: 4.719  loss_ce_4: 1.888  loss_mask_4: 9.72  loss_dice_4: 4.703  loss_ce_5: 1.907  loss_mask_5: 7.863  loss_dice_5: 4.71  loss_ce_6: 1.949  loss_mask_6: 9.118  loss_dice_6: 4.694  loss_ce_7: 2.142  loss_mask_7: 6.904  loss_dice_7: 4.709  loss_ce_8: 2.119  loss_mask_8: 7.093  loss_dice_8: 4.691  time: 0.9191  data_time: 0.0324  lr: 9.84e-06  max_mem: 18287M
[01/28 20:33:28 d2.utils.events]:  eta: 22:26:53  iter: 1619  total_loss: 138.1  loss_ce: 2.053  loss_mask: 5.41  loss_dice: 4.67  loss_ce_0: 2.768  loss_mask_0: 3.64  loss_dice_0: 4.649  loss_ce_1: 2.293  loss_mask_1: 9.911  loss_dice_1: 4.65  loss_ce_2: 2.53  loss_mask_2: 4.871  loss_dice_2: 4.665  loss_ce_3: 2.215  loss_mask_3: 5.488  loss_dice_3: 4.687  loss_ce_4: 1.851  loss_mask_4: 9.723  loss_dice_4: 4.66  loss_ce_5: 1.859  loss_mask_5: 7.854  loss_dice_5: 4.669  loss_ce_6: 1.914  loss_mask_6: 9.146  loss_dice_6: 4.653  loss_ce_7: 2.11  loss_mask_7: 7.052  loss_dice_7: 4.683  loss_ce_8: 2.071  loss_mask_8: 6.981  loss_dice_8: 4.669  time: 0.9189  data_time: 0.0248  lr: 9.838e-06  max_mem: 18287M
[01/28 20:33:47 d2.utils.events]:  eta: 22:26:04  iter: 1639  total_loss: 139  loss_ce: 2.064  loss_mask: 5.525  loss_dice: 4.674  loss_ce_0: 2.722  loss_mask_0: 3.684  loss_dice_0: 4.661  loss_ce_1: 2.318  loss_mask_1: 10.08  loss_dice_1: 4.654  loss_ce_2: 2.572  loss_mask_2: 4.944  loss_dice_2: 4.673  loss_ce_3: 2.227  loss_mask_3: 5.522  loss_dice_3: 4.687  loss_ce_4: 1.867  loss_mask_4: 9.73  loss_dice_4: 4.663  loss_ce_5: 1.872  loss_mask_5: 7.827  loss_dice_5: 4.672  loss_ce_6: 1.928  loss_mask_6: 9.274  loss_dice_6: 4.659  loss_ce_7: 2.113  loss_mask_7: 7.085  loss_dice_7: 4.68  loss_ce_8: 2.068  loss_mask_8: 7.189  loss_dice_8: 4.663  time: 0.9189  data_time: 0.0247  lr: 9.8359e-06  max_mem: 18287M
[01/28 20:34:05 d2.utils.events]:  eta: 22:26:47  iter: 1659  total_loss: 138.7  loss_ce: 2.046  loss_mask: 5.372  loss_dice: 4.643  loss_ce_0: 2.701  loss_mask_0: 3.656  loss_dice_0: 4.616  loss_ce_1: 2.336  loss_mask_1: 10.16  loss_dice_1: 4.633  loss_ce_2: 2.595  loss_mask_2: 4.922  loss_dice_2: 4.637  loss_ce_3: 2.217  loss_mask_3: 5.537  loss_dice_3: 4.676  loss_ce_4: 1.862  loss_mask_4: 9.719  loss_dice_4: 4.645  loss_ce_5: 1.863  loss_mask_5: 7.83  loss_dice_5: 4.656  loss_ce_6: 1.911  loss_mask_6: 9.347  loss_dice_6: 4.637  loss_ce_7: 2.105  loss_mask_7: 7.035  loss_dice_7: 4.674  loss_ce_8: 2.055  loss_mask_8: 6.976  loss_dice_8: 4.649  time: 0.9191  data_time: 0.0311  lr: 9.8339e-06  max_mem: 18287M
[01/28 20:34:24 d2.utils.events]:  eta: 22:26:50  iter: 1679  total_loss: 138.8  loss_ce: 2.042  loss_mask: 5.411  loss_dice: 4.651  loss_ce_0: 2.684  loss_mask_0: 3.707  loss_dice_0: 4.618  loss_ce_1: 2.367  loss_mask_1: 10.13  loss_dice_1: 4.631  loss_ce_2: 2.638  loss_mask_2: 4.946  loss_dice_2: 4.644  loss_ce_3: 2.218  loss_mask_3: 5.699  loss_dice_3: 4.669  loss_ce_4: 1.885  loss_mask_4: 9.504  loss_dice_4: 4.643  loss_ce_5: 1.879  loss_mask_5: 7.771  loss_dice_5: 4.653  loss_ce_6: 1.923  loss_mask_6: 9.36  loss_dice_6: 4.635  loss_ce_7: 2.118  loss_mask_7: 6.941  loss_dice_7: 4.665  loss_ce_8: 2.065  loss_mask_8: 7.022  loss_dice_8: 4.646  time: 0.9191  data_time: 0.0307  lr: 9.8319e-06  max_mem: 18287M
[01/28 20:34:42 d2.utils.events]:  eta: 22:27:03  iter: 1699  total_loss: 139.6  loss_ce: 2.062  loss_mask: 5.41  loss_dice: 4.693  loss_ce_0: 2.657  loss_mask_0: 3.681  loss_dice_0: 4.671  loss_ce_1: 2.392  loss_mask_1: 10.31  loss_dice_1: 4.68  loss_ce_2: 2.655  loss_mask_2: 4.995  loss_dice_2: 4.684  loss_ce_3: 2.2  loss_mask_3: 5.874  loss_dice_3: 4.703  loss_ce_4: 1.909  loss_mask_4: 9.48  loss_dice_4: 4.689  loss_ce_5: 1.899  loss_mask_5: 7.828  loss_dice_5: 4.695  loss_ce_6: 1.932  loss_mask_6: 9.373  loss_dice_6: 4.685  loss_ce_7: 2.139  loss_mask_7: 6.934  loss_dice_7: 4.706  loss_ce_8: 2.086  loss_mask_8: 6.926  loss_dice_8: 4.692  time: 0.9189  data_time: 0.0336  lr: 9.8299e-06  max_mem: 18287M
[01/28 20:35:00 d2.utils.events]:  eta: 22:26:32  iter: 1719  total_loss: 139.7  loss_ce: 2.078  loss_mask: 5.442  loss_dice: 4.665  loss_ce_0: 2.611  loss_mask_0: 3.715  loss_dice_0: 4.641  loss_ce_1: 2.412  loss_mask_1: 10.27  loss_dice_1: 4.648  loss_ce_2: 2.682  loss_mask_2: 4.966  loss_dice_2: 4.652  loss_ce_3: 2.196  loss_mask_3: 6.016  loss_dice_3: 4.675  loss_ce_4: 1.927  loss_mask_4: 9.311  loss_dice_4: 4.663  loss_ce_5: 1.912  loss_mask_5: 7.769  loss_dice_5: 4.669  loss_ce_6: 1.938  loss_mask_6: 9.375  loss_dice_6: 4.653  loss_ce_7: 2.144  loss_mask_7: 6.873  loss_dice_7: 4.68  loss_ce_8: 2.102  loss_mask_8: 7.169  loss_dice_8: 4.655  time: 0.9188  data_time: 0.0302  lr: 9.8279e-06  max_mem: 18287M
[01/28 20:35:19 d2.utils.events]:  eta: 22:26:06  iter: 1739  total_loss: 139.3  loss_ce: 2.071  loss_mask: 5.367  loss_dice: 4.656  loss_ce_0: 2.582  loss_mask_0: 3.715  loss_dice_0: 4.637  loss_ce_1: 2.436  loss_mask_1: 10.33  loss_dice_1: 4.634  loss_ce_2: 2.679  loss_mask_2: 4.982  loss_dice_2: 4.647  loss_ce_3: 2.166  loss_mask_3: 6.16  loss_dice_3: 4.658  loss_ce_4: 1.922  loss_mask_4: 9.28  loss_dice_4: 4.643  loss_ce_5: 1.888  loss_mask_5: 7.769  loss_dice_5: 4.648  loss_ce_6: 1.899  loss_mask_6: 9.306  loss_dice_6: 4.635  loss_ce_7: 2.137  loss_mask_7: 6.813  loss_dice_7: 4.671  loss_ce_8: 2.105  loss_mask_8: 6.933  loss_dice_8: 4.652  time: 0.9186  data_time: 0.0271  lr: 9.8259e-06  max_mem: 18287M
[01/28 20:35:37 d2.utils.events]:  eta: 22:25:36  iter: 1759  total_loss: 139.7  loss_ce: 2.062  loss_mask: 5.443  loss_dice: 4.675  loss_ce_0: 2.57  loss_mask_0: 3.663  loss_dice_0: 4.658  loss_ce_1: 2.405  loss_mask_1: 10.54  loss_dice_1: 4.658  loss_ce_2: 2.684  loss_mask_2: 5.091  loss_dice_2: 4.668  loss_ce_3: 2.17  loss_mask_3: 6.34  loss_dice_3: 4.676  loss_ce_4: 1.894  loss_mask_4: 9.247  loss_dice_4: 4.668  loss_ce_5: 1.864  loss_mask_5: 7.798  loss_dice_5: 4.672  loss_ce_6: 1.867  loss_mask_6: 9.315  loss_dice_6: 4.659  loss_ce_7: 2.124  loss_mask_7: 6.961  loss_dice_7: 4.692  loss_ce_8: 2.091  loss_mask_8: 7.067  loss_dice_8: 4.671  time: 0.9185  data_time: 0.0394  lr: 9.8239e-06  max_mem: 18287M
[01/28 20:35:55 d2.utils.events]:  eta: 22:24:27  iter: 1779  total_loss: 140  loss_ce: 2.072  loss_mask: 5.439  loss_dice: 4.634  loss_ce_0: 2.545  loss_mask_0: 3.701  loss_dice_0: 4.624  loss_ce_1: 2.422  loss_mask_1: 10.58  loss_dice_1: 4.617  loss_ce_2: 2.722  loss_mask_2: 5.074  loss_dice_2: 4.625  loss_ce_3: 2.198  loss_mask_3: 6.419  loss_dice_3: 4.653  loss_ce_4: 1.893  loss_mask_4: 9.202  loss_dice_4: 4.634  loss_ce_5: 1.86  loss_mask_5: 7.826  loss_dice_5: 4.637  loss_ce_6: 1.846  loss_mask_6: 9.299  loss_dice_6: 4.622  loss_ce_7: 2.162  loss_mask_7: 6.855  loss_dice_7: 4.666  loss_ce_8: 2.087  loss_mask_8: 7.276  loss_dice_8: 4.63  time: 0.9185  data_time: 0.0314  lr: 9.8219e-06  max_mem: 18287M
[01/28 20:36:14 d2.utils.events]:  eta: 22:24:39  iter: 1799  total_loss: 140.7  loss_ce: 2.092  loss_mask: 5.381  loss_dice: 4.697  loss_ce_0: 2.525  loss_mask_0: 3.67  loss_dice_0: 4.685  loss_ce_1: 2.4  loss_mask_1: 10.82  loss_dice_1: 4.675  loss_ce_2: 2.751  loss_mask_2: 5.116  loss_dice_2: 4.689  loss_ce_3: 2.2  loss_mask_3: 6.454  loss_dice_3: 4.699  loss_ce_4: 1.908  loss_mask_4: 9.294  loss_dice_4: 4.687  loss_ce_5: 1.883  loss_mask_5: 7.835  loss_dice_5: 4.69  loss_ce_6: 1.865  loss_mask_6: 9.293  loss_dice_6: 4.678  loss_ce_7: 2.198  loss_mask_7: 6.766  loss_dice_7: 4.715  loss_ce_8: 2.107  loss_mask_8: 7.012  loss_dice_8: 4.695  time: 0.9186  data_time: 0.0365  lr: 9.8199e-06  max_mem: 18287M
[01/28 20:36:32 d2.utils.events]:  eta: 22:24:34  iter: 1819  total_loss: 140.6  loss_ce: 2.073  loss_mask: 5.495  loss_dice: 4.669  loss_ce_0: 2.492  loss_mask_0: 3.728  loss_dice_0: 4.647  loss_ce_1: 2.364  loss_mask_1: 10.86  loss_dice_1: 4.651  loss_ce_2: 2.753  loss_mask_2: 5.134  loss_dice_2: 4.66  loss_ce_3: 2.177  loss_mask_3: 6.536  loss_dice_3: 4.666  loss_ce_4: 1.894  loss_mask_4: 9.249  loss_dice_4: 4.659  loss_ce_5: 1.874  loss_mask_5: 7.845  loss_dice_5: 4.663  loss_ce_6: 1.853  loss_mask_6: 9.332  loss_dice_6: 4.652  loss_ce_7: 2.196  loss_mask_7: 6.729  loss_dice_7: 4.681  loss_ce_8: 2.097  loss_mask_8: 7.042  loss_dice_8: 4.661  time: 0.9184  data_time: 0.0262  lr: 9.8179e-06  max_mem: 18287M
[01/28 20:36:50 d2.utils.events]:  eta: 22:24:06  iter: 1839  total_loss: 139.1  loss_ce: 2.046  loss_mask: 5.422  loss_dice: 4.604  loss_ce_0: 2.455  loss_mask_0: 3.676  loss_dice_0: 4.573  loss_ce_1: 2.31  loss_mask_1: 11.02  loss_dice_1: 4.585  loss_ce_2: 2.742  loss_mask_2: 5.119  loss_dice_2: 4.582  loss_ce_3: 2.148  loss_mask_3: 6.472  loss_dice_3: 4.612  loss_ce_4: 1.861  loss_mask_4: 9.302  loss_dice_4: 4.602  loss_ce_5: 1.848  loss_mask_5: 7.764  loss_dice_5: 4.606  loss_ce_6: 1.827  loss_mask_6: 9.26  loss_dice_6: 4.591  loss_ce_7: 2.197  loss_mask_7: 6.763  loss_dice_7: 4.635  loss_ce_8: 2.082  loss_mask_8: 6.818  loss_dice_8: 4.599  time: 0.9183  data_time: 0.0288  lr: 9.8159e-06  max_mem: 18287M
[01/28 20:37:09 d2.utils.events]:  eta: 22:24:25  iter: 1859  total_loss: 141.1  loss_ce: 2.072  loss_mask: 5.51  loss_dice: 4.707  loss_ce_0: 2.426  loss_mask_0: 3.73  loss_dice_0: 4.674  loss_ce_1: 2.293  loss_mask_1: 10.97  loss_dice_1: 4.695  loss_ce_2: 2.755  loss_mask_2: 5.148  loss_dice_2: 4.683  loss_ce_3: 2.183  loss_mask_3: 6.506  loss_dice_3: 4.709  loss_ce_4: 1.889  loss_mask_4: 9.367  loss_dice_4: 4.703  loss_ce_5: 1.881  loss_mask_5: 7.749  loss_dice_5: 4.706  loss_ce_6: 1.856  loss_mask_6: 9.385  loss_dice_6: 4.698  loss_ce_7: 2.233  loss_mask_7: 6.84  loss_dice_7: 4.72  loss_ce_8: 2.112  loss_mask_8: 6.909  loss_dice_8: 4.703  time: 0.9184  data_time: 0.0247  lr: 9.8139e-06  max_mem: 18287M
[01/28 20:37:27 d2.utils.events]:  eta: 22:23:17  iter: 1879  total_loss: 139.8  loss_ce: 2.076  loss_mask: 5.548  loss_dice: 4.653  loss_ce_0: 2.426  loss_mask_0: 3.662  loss_dice_0: 4.628  loss_ce_1: 2.281  loss_mask_1: 10.79  loss_dice_1: 4.63  loss_ce_2: 2.756  loss_mask_2: 5.168  loss_dice_2: 4.638  loss_ce_3: 2.187  loss_mask_3: 6.457  loss_dice_3: 4.653  loss_ce_4: 1.885  loss_mask_4: 9.341  loss_dice_4: 4.642  loss_ce_5: 1.89  loss_mask_5: 7.655  loss_dice_5: 4.648  loss_ce_6: 1.86  loss_mask_6: 9.289  loss_dice_6: 4.633  loss_ce_7: 2.262  loss_mask_7: 6.868  loss_dice_7: 4.668  loss_ce_8: 2.11  loss_mask_8: 6.782  loss_dice_8: 4.644  time: 0.9183  data_time: 0.0308  lr: 9.8119e-06  max_mem: 18287M
[01/28 20:37:46 d2.utils.events]:  eta: 22:22:59  iter: 1899  total_loss: 140.6  loss_ce: 2.075  loss_mask: 5.547  loss_dice: 4.692  loss_ce_0: 2.385  loss_mask_0: 3.711  loss_dice_0: 4.672  loss_ce_1: 2.3  loss_mask_1: 10.55  loss_dice_1: 4.676  loss_ce_2: 2.79  loss_mask_2: 5.19  loss_dice_2: 4.686  loss_ce_3: 2.198  loss_mask_3: 6.421  loss_dice_3: 4.692  loss_ce_4: 1.892  loss_mask_4: 9.371  loss_dice_4: 4.684  loss_ce_5: 1.909  loss_mask_5: 7.609  loss_dice_5: 4.69  loss_ce_6: 1.882  loss_mask_6: 9.349  loss_dice_6: 4.677  loss_ce_7: 2.283  loss_mask_7: 6.933  loss_dice_7: 4.706  loss_ce_8: 2.101  loss_mask_8: 6.894  loss_dice_8: 4.688  time: 0.9183  data_time: 0.0329  lr: 9.8099e-06  max_mem: 18287M
[01/28 20:38:04 d2.utils.events]:  eta: 22:23:02  iter: 1919  total_loss: 139.8  loss_ce: 2.087  loss_mask: 5.5  loss_dice: 4.674  loss_ce_0: 2.357  loss_mask_0: 3.649  loss_dice_0: 4.656  loss_ce_1: 2.326  loss_mask_1: 10.26  loss_dice_1: 4.662  loss_ce_2: 2.827  loss_mask_2: 5.176  loss_dice_2: 4.657  loss_ce_3: 2.217  loss_mask_3: 6.314  loss_dice_3: 4.685  loss_ce_4: 1.913  loss_mask_4: 9.411  loss_dice_4: 4.675  loss_ce_5: 1.935  loss_mask_5: 7.469  loss_dice_5: 4.682  loss_ce_6: 1.908  loss_mask_6: 9.324  loss_dice_6: 4.663  loss_ce_7: 2.306  loss_mask_7: 7.128  loss_dice_7: 4.697  loss_ce_8: 2.115  loss_mask_8: 6.846  loss_dice_8: 4.667  time: 0.9184  data_time: 0.0337  lr: 9.8079e-06  max_mem: 18287M
[01/28 20:38:23 d2.utils.events]:  eta: 22:23:03  iter: 1939  total_loss: 138.6  loss_ce: 2.059  loss_mask: 5.534  loss_dice: 4.659  loss_ce_0: 2.354  loss_mask_0: 3.626  loss_dice_0: 4.634  loss_ce_1: 2.284  loss_mask_1: 10.04  loss_dice_1: 4.638  loss_ce_2: 2.844  loss_mask_2: 5.168  loss_dice_2: 4.648  loss_ce_3: 2.188  loss_mask_3: 6.25  loss_dice_3: 4.666  loss_ce_4: 1.891  loss_mask_4: 9.299  loss_dice_4: 4.648  loss_ce_5: 1.914  loss_mask_5: 7.351  loss_dice_5: 4.656  loss_ce_6: 1.888  loss_mask_6: 9.399  loss_dice_6: 4.638  loss_ce_7: 2.28  loss_mask_7: 7.105  loss_dice_7: 4.68  loss_ce_8: 2.102  loss_mask_8: 6.931  loss_dice_8: 4.659  time: 0.9185  data_time: 0.0323  lr: 9.8059e-06  max_mem: 18287M
[01/28 20:38:42 d2.utils.events]:  eta: 22:22:04  iter: 1959  total_loss: 139.9  loss_ce: 2.099  loss_mask: 5.567  loss_dice: 4.659  loss_ce_0: 2.298  loss_mask_0: 3.707  loss_dice_0: 4.63  loss_ce_1: 2.315  loss_mask_1: 9.954  loss_dice_1: 4.641  loss_ce_2: 2.891  loss_mask_2: 5.212  loss_dice_2: 4.64  loss_ce_3: 2.227  loss_mask_3: 6.186  loss_dice_3: 4.664  loss_ce_4: 1.92  loss_mask_4: 9.434  loss_dice_4: 4.65  loss_ce_5: 1.949  loss_mask_5: 7.344  loss_dice_5: 4.657  loss_ce_6: 1.932  loss_mask_6: 9.491  loss_dice_6: 4.642  loss_ce_7: 2.293  loss_mask_7: 7.357  loss_dice_7: 4.674  loss_ce_8: 2.112  loss_mask_8: 6.955  loss_dice_8: 4.654  time: 0.9185  data_time: 0.0292  lr: 9.8039e-06  max_mem: 18287M
[01/28 20:39:00 d2.utils.events]:  eta: 22:21:36  iter: 1979  total_loss: 138.8  loss_ce: 2.077  loss_mask: 5.493  loss_dice: 4.639  loss_ce_0: 2.283  loss_mask_0: 3.697  loss_dice_0: 4.608  loss_ce_1: 2.321  loss_mask_1: 9.663  loss_dice_1: 4.618  loss_ce_2: 2.915  loss_mask_2: 5.194  loss_dice_2: 4.618  loss_ce_3: 2.208  loss_mask_3: 5.992  loss_dice_3: 4.639  loss_ce_4: 1.891  loss_mask_4: 9.434  loss_dice_4: 4.622  loss_ce_5: 1.935  loss_mask_5: 7.303  loss_dice_5: 4.629  loss_ce_6: 1.903  loss_mask_6: 9.563  loss_dice_6: 4.617  loss_ce_7: 2.282  loss_mask_7: 7.384  loss_dice_7: 4.65  loss_ce_8: 2.084  loss_mask_8: 6.987  loss_dice_8: 4.634  time: 0.9184  data_time: 0.0313  lr: 9.8019e-06  max_mem: 18287M
[01/28 20:39:18 d2.utils.events]:  eta: 22:20:54  iter: 1999  total_loss: 139.9  loss_ce: 2.088  loss_mask: 5.498  loss_dice: 4.684  loss_ce_0: 2.24  loss_mask_0: 3.744  loss_dice_0: 4.66  loss_ce_1: 2.379  loss_mask_1: 9.656  loss_dice_1: 4.664  loss_ce_2: 2.961  loss_mask_2: 5.302  loss_dice_2: 4.675  loss_ce_3: 2.21  loss_mask_3: 5.892  loss_dice_3: 4.694  loss_ce_4: 1.894  loss_mask_4: 9.508  loss_dice_4: 4.673  loss_ce_5: 1.977  loss_mask_5: 7.306  loss_dice_5: 4.681  loss_ce_6: 1.906  loss_mask_6: 9.68  loss_dice_6: 4.663  loss_ce_7: 2.319  loss_mask_7: 7.71  loss_dice_7: 4.696  loss_ce_8: 2.105  loss_mask_8: 6.902  loss_dice_8: 4.677  time: 0.9184  data_time: 0.0263  lr: 9.7999e-06  max_mem: 18287M
[01/28 20:39:37 d2.utils.events]:  eta: 22:21:31  iter: 2019  total_loss: 140.3  loss_ce: 2.093  loss_mask: 5.483  loss_dice: 4.69  loss_ce_0: 2.21  loss_mask_0: 3.708  loss_dice_0: 4.663  loss_ce_1: 2.418  loss_mask_1: 9.612  loss_dice_1: 4.674  loss_ce_2: 2.985  loss_mask_2: 5.27  loss_dice_2: 4.685  loss_ce_3: 2.21  loss_mask_3: 5.764  loss_dice_3: 4.7  loss_ce_4: 1.894  loss_mask_4: 9.462  loss_dice_4: 4.681  loss_ce_5: 1.999  loss_mask_5: 7.197  loss_dice_5: 4.685  loss_ce_6: 1.903  loss_mask_6: 9.691  loss_dice_6: 4.674  loss_ce_7: 2.33  loss_mask_7: 7.851  loss_dice_7: 4.706  loss_ce_8: 2.13  loss_mask_8: 6.892  loss_dice_8: 4.687  time: 0.9186  data_time: 0.0336  lr: 9.7979e-06  max_mem: 18287M
[01/28 20:39:55 d2.utils.events]:  eta: 22:21:12  iter: 2039  total_loss: 141.6  loss_ce: 2.162  loss_mask: 5.332  loss_dice: 4.697  loss_ce_0: 2.175  loss_mask_0: 3.663  loss_dice_0: 4.673  loss_ce_1: 2.49  loss_mask_1: 9.479  loss_dice_1: 4.676  loss_ce_2: 3.046  loss_mask_2: 5.203  loss_dice_2: 4.69  loss_ce_3: 2.314  loss_mask_3: 5.741  loss_dice_3: 4.708  loss_ce_4: 1.972  loss_mask_4: 9.357  loss_dice_4: 4.685  loss_ce_5: 2.074  loss_mask_5: 7.016  loss_dice_5: 4.693  loss_ce_6: 1.981  loss_mask_6: 9.638  loss_dice_6: 4.678  loss_ce_7: 2.421  loss_mask_7: 7.907  loss_dice_7: 4.708  loss_ce_8: 2.23  loss_mask_8: 6.767  loss_dice_8: 4.692  time: 0.9185  data_time: 0.0282  lr: 9.7959e-06  max_mem: 18287M
[01/28 20:40:14 d2.utils.events]:  eta: 22:21:02  iter: 2059  total_loss: 148.2  loss_ce: 3.541  loss_mask: 5.465  loss_dice: 4.682  loss_ce_0: 2.054  loss_mask_0: 3.667  loss_dice_0: 4.666  loss_ce_1: 3.442  loss_mask_1: 9.117  loss_dice_1: 4.672  loss_ce_2: 3.573  loss_mask_2: 5.122  loss_dice_2: 4.673  loss_ce_3: 3.896  loss_mask_3: 5.542  loss_dice_3: 4.719  loss_ce_4: 3.143  loss_mask_4: 9.119  loss_dice_4: 4.681  loss_ce_5: 3.121  loss_mask_5: 6.819  loss_dice_5: 4.691  loss_ce_6: 2.942  loss_mask_6: 9.411  loss_dice_6: 4.669  loss_ce_7: 3.791  loss_mask_7: 7.572  loss_dice_7: 4.709  loss_ce_8: 3.661  loss_mask_8: 6.48  loss_dice_8: 4.688  time: 0.9186  data_time: 0.0304  lr: 9.7939e-06  max_mem: 18287M
[01/28 20:40:32 d2.utils.events]:  eta: 22:20:27  iter: 2079  total_loss: 143.2  loss_ce: 3.105  loss_mask: 5.64  loss_dice: 4.706  loss_ce_0: 1.952  loss_mask_0: 3.682  loss_dice_0: 4.687  loss_ce_1: 3.582  loss_mask_1: 8.198  loss_dice_1: 4.703  loss_ce_2: 3.451  loss_mask_2: 4.902  loss_dice_2: 4.695  loss_ce_3: 3.32  loss_mask_3: 5.184  loss_dice_3: 4.747  loss_ce_4: 2.877  loss_mask_4: 8.888  loss_dice_4: 4.704  loss_ce_5: 2.875  loss_mask_5: 6.729  loss_dice_5: 4.715  loss_ce_6: 2.75  loss_mask_6: 9.069  loss_dice_6: 4.695  loss_ce_7: 3.354  loss_mask_7: 6.956  loss_dice_7: 4.731  loss_ce_8: 3.192  loss_mask_8: 6.437  loss_dice_8: 4.715  time: 0.9186  data_time: 0.0371  lr: 9.7919e-06  max_mem: 18287M
[01/28 20:40:51 d2.utils.events]:  eta: 22:19:38  iter: 2099  total_loss: 140.1  loss_ce: 2.955  loss_mask: 5.759  loss_dice: 4.62  loss_ce_0: 1.858  loss_mask_0: 3.714  loss_dice_0: 4.602  loss_ce_1: 3.344  loss_mask_1: 7.463  loss_dice_1: 4.617  loss_ce_2: 3.364  loss_mask_2: 4.855  loss_dice_2: 4.618  loss_ce_3: 3.242  loss_mask_3: 5.005  loss_dice_3: 4.681  loss_ce_4: 2.729  loss_mask_4: 8.783  loss_dice_4: 4.613  loss_ce_5: 2.751  loss_mask_5: 6.701  loss_dice_5: 4.626  loss_ce_6: 2.593  loss_mask_6: 8.836  loss_dice_6: 4.604  loss_ce_7: 3.372  loss_mask_7: 6.769  loss_dice_7: 4.653  loss_ce_8: 3.203  loss_mask_8: 6.333  loss_dice_8: 4.64  time: 0.9185  data_time: 0.0278  lr: 9.7899e-06  max_mem: 18287M
[01/28 20:41:09 d2.utils.events]:  eta: 22:18:37  iter: 2119  total_loss: 137.9  loss_ce: 2.858  loss_mask: 5.68  loss_dice: 4.682  loss_ce_0: 1.807  loss_mask_0: 3.637  loss_dice_0: 4.666  loss_ce_1: 2.902  loss_mask_1: 7.058  loss_dice_1: 4.681  loss_ce_2: 3.16  loss_mask_2: 4.866  loss_dice_2: 4.671  loss_ce_3: 2.987  loss_mask_3: 4.892  loss_dice_3: 4.724  loss_ce_4: 2.697  loss_mask_4: 8.706  loss_dice_4: 4.678  loss_ce_5: 2.682  loss_mask_5: 6.654  loss_dice_5: 4.687  loss_ce_6: 2.549  loss_mask_6: 8.73  loss_dice_6: 4.667  loss_ce_7: 3.119  loss_mask_7: 6.671  loss_dice_7: 4.701  loss_ce_8: 3.039  loss_mask_8: 6.265  loss_dice_8: 4.694  time: 0.9184  data_time: 0.0302  lr: 9.7878e-06  max_mem: 18287M
[01/28 20:41:28 d2.utils.events]:  eta: 22:18:35  iter: 2139  total_loss: 136.7  loss_ce: 2.817  loss_mask: 5.779  loss_dice: 4.64  loss_ce_0: 1.755  loss_mask_0: 3.721  loss_dice_0: 4.629  loss_ce_1: 2.825  loss_mask_1: 6.803  loss_dice_1: 4.64  loss_ce_2: 3.102  loss_mask_2: 5  loss_dice_2: 4.636  loss_ce_3: 2.868  loss_mask_3: 4.833  loss_dice_3: 4.702  loss_ce_4: 2.675  loss_mask_4: 8.466  loss_dice_4: 4.647  loss_ce_5: 2.644  loss_mask_5: 6.586  loss_dice_5: 4.657  loss_ce_6: 2.528  loss_mask_6: 8.826  loss_dice_6: 4.629  loss_ce_7: 2.978  loss_mask_7: 6.585  loss_dice_7: 4.676  loss_ce_8: 3.014  loss_mask_8: 6.338  loss_dice_8: 4.66  time: 0.9184  data_time: 0.0338  lr: 9.7858e-06  max_mem: 18287M
[01/28 20:41:46 d2.utils.events]:  eta: 22:17:11  iter: 2159  total_loss: 135.7  loss_ce: 2.764  loss_mask: 5.632  loss_dice: 4.675  loss_ce_0: 1.748  loss_mask_0: 3.686  loss_dice_0: 4.666  loss_ce_1: 2.649  loss_mask_1: 6.573  loss_dice_1: 4.679  loss_ce_2: 2.987  loss_mask_2: 4.902  loss_dice_2: 4.675  loss_ce_3: 2.751  loss_mask_3: 4.876  loss_dice_3: 4.713  loss_ce_4: 2.651  loss_mask_4: 8.215  loss_dice_4: 4.685  loss_ce_5: 2.593  loss_mask_5: 6.693  loss_dice_5: 4.689  loss_ce_6: 2.52  loss_mask_6: 8.987  loss_dice_6: 4.671  loss_ce_7: 2.852  loss_mask_7: 6.507  loss_dice_7: 4.702  loss_ce_8: 2.931  loss_mask_8: 6.206  loss_dice_8: 4.69  time: 0.9183  data_time: 0.0287  lr: 9.7838e-06  max_mem: 18287M
[01/28 20:42:04 d2.utils.events]:  eta: 22:17:22  iter: 2179  total_loss: 134.5  loss_ce: 2.714  loss_mask: 5.68  loss_dice: 4.658  loss_ce_0: 1.695  loss_mask_0: 3.677  loss_dice_0: 4.665  loss_ce_1: 2.626  loss_mask_1: 6.631  loss_dice_1: 4.659  loss_ce_2: 2.888  loss_mask_2: 4.87  loss_dice_2: 4.658  loss_ce_3: 2.734  loss_mask_3: 4.752  loss_dice_3: 4.702  loss_ce_4: 2.627  loss_mask_4: 7.951  loss_dice_4: 4.668  loss_ce_5: 2.573  loss_mask_5: 6.656  loss_dice_5: 4.674  loss_ce_6: 2.52  loss_mask_6: 9.168  loss_dice_6: 4.652  loss_ce_7: 2.783  loss_mask_7: 6.374  loss_dice_7: 4.69  loss_ce_8: 2.875  loss_mask_8: 6.131  loss_dice_8: 4.679  time: 0.9183  data_time: 0.0376  lr: 9.7818e-06  max_mem: 18287M
[01/28 20:42:22 d2.utils.events]:  eta: 22:14:38  iter: 2199  total_loss: 133.9  loss_ce: 2.659  loss_mask: 5.608  loss_dice: 4.638  loss_ce_0: 1.648  loss_mask_0: 3.628  loss_dice_0: 4.62  loss_ce_1: 2.561  loss_mask_1: 6.681  loss_dice_1: 4.632  loss_ce_2: 2.808  loss_mask_2: 4.944  loss_dice_2: 4.634  loss_ce_3: 2.64  loss_mask_3: 4.606  loss_dice_3: 4.676  loss_ce_4: 2.584  loss_mask_4: 7.811  loss_dice_4: 4.649  loss_ce_5: 2.528  loss_mask_5: 6.662  loss_dice_5: 4.656  loss_ce_6: 2.487  loss_mask_6: 9.401  loss_dice_6: 4.628  loss_ce_7: 2.712  loss_mask_7: 6.321  loss_dice_7: 4.667  loss_ce_8: 2.822  loss_mask_8: 6.036  loss_dice_8: 4.657  time: 0.9179  data_time: 0.0267  lr: 9.7798e-06  max_mem: 18287M
[01/28 20:42:41 d2.utils.events]:  eta: 22:15:50  iter: 2219  total_loss: 133.5  loss_ce: 2.683  loss_mask: 5.565  loss_dice: 4.635  loss_ce_0: 1.621  loss_mask_0: 3.635  loss_dice_0: 4.625  loss_ce_1: 2.568  loss_mask_1: 6.758  loss_dice_1: 4.626  loss_ce_2: 2.792  loss_mask_2: 5.063  loss_dice_2: 4.626  loss_ce_3: 2.616  loss_mask_3: 4.495  loss_dice_3: 4.671  loss_ce_4: 2.612  loss_mask_4: 7.682  loss_dice_4: 4.641  loss_ce_5: 2.539  loss_mask_5: 6.721  loss_dice_5: 4.648  loss_ce_6: 2.488  loss_mask_6: 9.55  loss_dice_6: 4.621  loss_ce_7: 2.728  loss_mask_7: 6.365  loss_dice_7: 4.675  loss_ce_8: 2.845  loss_mask_8: 5.951  loss_dice_8: 4.663  time: 0.9180  data_time: 0.0354  lr: 9.7778e-06  max_mem: 18287M
[01/28 20:42:58 d2.utils.events]:  eta: 22:14:18  iter: 2239  total_loss: 135.6  loss_ce: 2.724  loss_mask: 5.412  loss_dice: 4.719  loss_ce_0: 1.651  loss_mask_0: 3.715  loss_dice_0: 4.71  loss_ce_1: 2.609  loss_mask_1: 6.803  loss_dice_1: 4.718  loss_ce_2: 2.79  loss_mask_2: 5.228  loss_dice_2: 4.719  loss_ce_3: 2.657  loss_mask_3: 4.507  loss_dice_3: 4.753  loss_ce_4: 2.632  loss_mask_4: 7.563  loss_dice_4: 4.743  loss_ce_5: 2.558  loss_mask_5: 6.934  loss_dice_5: 4.745  loss_ce_6: 2.507  loss_mask_6: 9.864  loss_dice_6: 4.72  loss_ce_7: 2.773  loss_mask_7: 6.388  loss_dice_7: 4.747  loss_ce_8: 2.842  loss_mask_8: 5.777  loss_dice_8: 4.738  time: 0.9177  data_time: 0.0288  lr: 9.7758e-06  max_mem: 18287M
[01/28 20:43:16 d2.utils.events]:  eta: 22:12:54  iter: 2259  total_loss: 135  loss_ce: 2.743  loss_mask: 5.335  loss_dice: 4.662  loss_ce_0: 1.602  loss_mask_0: 3.681  loss_dice_0: 4.657  loss_ce_1: 2.619  loss_mask_1: 6.963  loss_dice_1: 4.657  loss_ce_2: 2.797  loss_mask_2: 5.37  loss_dice_2: 4.657  loss_ce_3: 2.63  loss_mask_3: 4.498  loss_dice_3: 4.697  loss_ce_4: 2.669  loss_mask_4: 7.308  loss_dice_4: 4.687  loss_ce_5: 2.521  loss_mask_5: 7.002  loss_dice_5: 4.685  loss_ce_6: 2.448  loss_mask_6: 10.07  loss_dice_6: 4.657  loss_ce_7: 2.763  loss_mask_7: 6.511  loss_dice_7: 4.709  loss_ce_8: 2.87  loss_mask_8: 5.628  loss_dice_8: 4.695  time: 0.9176  data_time: 0.0357  lr: 9.7738e-06  max_mem: 18287M
[01/28 20:43:35 d2.utils.events]:  eta: 22:11:48  iter: 2279  total_loss: 134.3  loss_ce: 2.736  loss_mask: 5.255  loss_dice: 4.633  loss_ce_0: 1.547  loss_mask_0: 3.601  loss_dice_0: 4.639  loss_ce_1: 2.577  loss_mask_1: 6.958  loss_dice_1: 4.626  loss_ce_2: 2.778  loss_mask_2: 5.462  loss_dice_2: 4.631  loss_ce_3: 2.583  loss_mask_3: 4.486  loss_dice_3: 4.675  loss_ce_4: 2.759  loss_mask_4: 7.112  loss_dice_4: 4.674  loss_ce_5: 2.504  loss_mask_5: 7.102  loss_dice_5: 4.671  loss_ce_6: 2.395  loss_mask_6: 10.08  loss_dice_6: 4.631  loss_ce_7: 2.744  loss_mask_7: 6.45  loss_dice_7: 4.69  loss_ce_8: 2.962  loss_mask_8: 5.511  loss_dice_8: 4.676  time: 0.9174  data_time: 0.0260  lr: 9.7718e-06  max_mem: 18287M
[01/28 20:43:52 d2.utils.events]:  eta: 22:11:28  iter: 2299  total_loss: 135.3  loss_ce: 2.757  loss_mask: 5.309  loss_dice: 4.676  loss_ce_0: 1.572  loss_mask_0: 3.669  loss_dice_0: 4.664  loss_ce_1: 2.633  loss_mask_1: 7.306  loss_dice_1: 4.659  loss_ce_2: 2.782  loss_mask_2: 5.562  loss_dice_2: 4.664  loss_ce_3: 2.609  loss_mask_3: 4.483  loss_dice_3: 4.695  loss_ce_4: 2.912  loss_mask_4: 7.074  loss_dice_4: 4.698  loss_ce_5: 2.523  loss_mask_5: 7.149  loss_dice_5: 4.696  loss_ce_6: 2.398  loss_mask_6: 10.07  loss_dice_6: 4.661  loss_ce_7: 2.836  loss_mask_7: 6.526  loss_dice_7: 4.709  loss_ce_8: 3.086  loss_mask_8: 5.513  loss_dice_8: 4.702  time: 0.9172  data_time: 0.0263  lr: 9.7698e-06  max_mem: 18287M
[01/28 20:44:10 d2.utils.events]:  eta: 22:10:40  iter: 2319  total_loss: 136.2  loss_ce: 2.799  loss_mask: 5.378  loss_dice: 4.684  loss_ce_0: 1.555  loss_mask_0: 3.702  loss_dice_0: 4.684  loss_ce_1: 2.653  loss_mask_1: 7.415  loss_dice_1: 4.681  loss_ce_2: 2.781  loss_mask_2: 5.638  loss_dice_2: 4.68  loss_ce_3: 2.63  loss_mask_3: 4.549  loss_dice_3: 4.709  loss_ce_4: 2.969  loss_mask_4: 6.802  loss_dice_4: 4.714  loss_ce_5: 2.519  loss_mask_5: 7.125  loss_dice_5: 4.716  loss_ce_6: 2.38  loss_mask_6: 10.06  loss_dice_6: 4.688  loss_ce_7: 2.879  loss_mask_7: 6.435  loss_dice_7: 4.735  loss_ce_8: 3.133  loss_mask_8: 5.543  loss_dice_8: 4.723  time: 0.9169  data_time: 0.0270  lr: 9.7678e-06  max_mem: 18287M
[01/28 20:44:28 d2.utils.events]:  eta: 22:08:52  iter: 2339  total_loss: 134.5  loss_ce: 2.842  loss_mask: 5.333  loss_dice: 4.61  loss_ce_0: 1.473  loss_mask_0: 3.6  loss_dice_0: 4.587  loss_ce_1: 2.654  loss_mask_1: 7.332  loss_dice_1: 4.594  loss_ce_2: 2.745  loss_mask_2: 5.718  loss_dice_2: 4.588  loss_ce_3: 2.619  loss_mask_3: 4.672  loss_dice_3: 4.622  loss_ce_4: 3.138  loss_mask_4: 6.823  loss_dice_4: 4.605  loss_ce_5: 2.516  loss_mask_5: 7.179  loss_dice_5: 4.609  loss_ce_6: 2.343  loss_mask_6: 9.897  loss_dice_6: 4.587  loss_ce_7: 2.894  loss_mask_7: 6.08  loss_dice_7: 4.648  loss_ce_8: 3.137  loss_mask_8: 5.463  loss_dice_8: 4.638  time: 0.9167  data_time: 0.0297  lr: 9.7658e-06  max_mem: 18287M
[01/28 20:44:46 d2.utils.events]:  eta: 22:07:10  iter: 2359  total_loss: 135.3  loss_ce: 2.837  loss_mask: 5.309  loss_dice: 4.635  loss_ce_0: 1.506  loss_mask_0: 3.571  loss_dice_0: 4.633  loss_ce_1: 2.633  loss_mask_1: 7.418  loss_dice_1: 4.628  loss_ce_2: 2.718  loss_mask_2: 5.726  loss_dice_2: 4.634  loss_ce_3: 2.666  loss_mask_3: 4.787  loss_dice_3: 4.669  loss_ce_4: 3.167  loss_mask_4: 6.843  loss_dice_4: 4.668  loss_ce_5: 2.571  loss_mask_5: 7.325  loss_dice_5: 4.677  loss_ce_6: 2.414  loss_mask_6: 9.836  loss_dice_6: 4.638  loss_ce_7: 2.88  loss_mask_7: 6.057  loss_dice_7: 4.689  loss_ce_8: 3.078  loss_mask_8: 5.566  loss_dice_8: 4.682  time: 0.9164  data_time: 0.0272  lr: 9.7638e-06  max_mem: 18287M
[01/28 20:45:03 d2.utils.events]:  eta: 22:05:28  iter: 2379  total_loss: 136.1  loss_ce: 2.867  loss_mask: 5.531  loss_dice: 4.636  loss_ce_0: 1.465  loss_mask_0: 3.664  loss_dice_0: 4.636  loss_ce_1: 2.65  loss_mask_1: 7.594  loss_dice_1: 4.629  loss_ce_2: 2.683  loss_mask_2: 5.855  loss_dice_2: 4.634  loss_ce_3: 2.682  loss_mask_3: 5.002  loss_dice_3: 4.658  loss_ce_4: 3.165  loss_mask_4: 6.827  loss_dice_4: 4.66  loss_ce_5: 2.696  loss_mask_5: 7.299  loss_dice_5: 4.672  loss_ce_6: 2.459  loss_mask_6: 9.883  loss_dice_6: 4.64  loss_ce_7: 2.9  loss_mask_7: 5.991  loss_dice_7: 4.685  loss_ce_8: 3.028  loss_mask_8: 5.52  loss_dice_8: 4.677  time: 0.9161  data_time: 0.0304  lr: 9.7618e-06  max_mem: 18287M
[01/28 20:45:21 d2.utils.events]:  eta: 22:03:34  iter: 2399  total_loss: 136.8  loss_ce: 2.91  loss_mask: 5.517  loss_dice: 4.642  loss_ce_0: 1.439  loss_mask_0: 3.605  loss_dice_0: 4.64  loss_ce_1: 2.659  loss_mask_1: 7.556  loss_dice_1: 4.634  loss_ce_2: 2.639  loss_mask_2: 5.877  loss_dice_2: 4.64  loss_ce_3: 2.685  loss_mask_3: 5.069  loss_dice_3: 4.656  loss_ce_4: 3.077  loss_mask_4: 6.963  loss_dice_4: 4.656  loss_ce_5: 2.846  loss_mask_5: 7.627  loss_dice_5: 4.671  loss_ce_6: 2.505  loss_mask_6: 9.944  loss_dice_6: 4.637  loss_ce_7: 2.963  loss_mask_7: 5.945  loss_dice_7: 4.689  loss_ce_8: 2.99  loss_mask_8: 5.62  loss_dice_8: 4.679  time: 0.9158  data_time: 0.0277  lr: 9.7598e-06  max_mem: 18287M
[01/28 20:45:39 d2.utils.events]:  eta: 22:01:55  iter: 2419  total_loss: 138.6  loss_ce: 2.902  loss_mask: 5.817  loss_dice: 4.638  loss_ce_0: 1.418  loss_mask_0: 3.602  loss_dice_0: 4.636  loss_ce_1: 2.646  loss_mask_1: 7.967  loss_dice_1: 4.624  loss_ce_2: 2.594  loss_mask_2: 5.853  loss_dice_2: 4.632  loss_ce_3: 2.67  loss_mask_3: 5.104  loss_dice_3: 4.658  loss_ce_4: 3.067  loss_mask_4: 6.95  loss_dice_4: 4.652  loss_ce_5: 2.885  loss_mask_5: 7.899  loss_dice_5: 4.66  loss_ce_6: 2.576  loss_mask_6: 9.947  loss_dice_6: 4.637  loss_ce_7: 3.04  loss_mask_7: 5.752  loss_dice_7: 4.695  loss_ce_8: 2.961  loss_mask_8: 5.799  loss_dice_8: 4.681  time: 0.9156  data_time: 0.0302  lr: 9.7578e-06  max_mem: 18287M
[01/28 20:45:57 d2.utils.events]:  eta: 22:00:40  iter: 2439  total_loss: 140.7  loss_ce: 2.931  loss_mask: 5.847  loss_dice: 4.681  loss_ce_0: 1.41  loss_mask_0: 3.619  loss_dice_0: 4.678  loss_ce_1: 2.712  loss_mask_1: 8.17  loss_dice_1: 4.666  loss_ce_2: 2.598  loss_mask_2: 5.965  loss_dice_2: 4.68  loss_ce_3: 2.699  loss_mask_3: 5.206  loss_dice_3: 4.688  loss_ce_4: 3  loss_mask_4: 7.219  loss_dice_4: 4.685  loss_ce_5: 2.923  loss_mask_5: 8.58  loss_dice_5: 4.693  loss_ce_6: 2.627  loss_mask_6: 10.09  loss_dice_6: 4.677  loss_ce_7: 3.098  loss_mask_7: 5.773  loss_dice_7: 4.725  loss_ce_8: 2.958  loss_mask_8: 6.208  loss_dice_8: 4.708  time: 0.9153  data_time: 0.0321  lr: 9.7558e-06  max_mem: 18287M
[01/28 20:46:15 d2.utils.events]:  eta: 21:58:23  iter: 2459  total_loss: 142  loss_ce: 2.917  loss_mask: 5.844  loss_dice: 4.649  loss_ce_0: 1.383  loss_mask_0: 3.56  loss_dice_0: 4.646  loss_ce_1: 2.686  loss_mask_1: 8.41  loss_dice_1: 4.631  loss_ce_2: 2.561  loss_mask_2: 5.95  loss_dice_2: 4.649  loss_ce_3: 2.667  loss_mask_3: 5.405  loss_dice_3: 4.654  loss_ce_4: 3.005  loss_mask_4: 7.56  loss_dice_4: 4.65  loss_ce_5: 2.919  loss_mask_5: 9.038  loss_dice_5: 4.661  loss_ce_6: 2.587  loss_mask_6: 10.07  loss_dice_6: 4.641  loss_ce_7: 3.17  loss_mask_7: 5.623  loss_dice_7: 4.701  loss_ce_8: 2.935  loss_mask_8: 6.564  loss_dice_8: 4.674  time: 0.9151  data_time: 0.0331  lr: 9.7538e-06  max_mem: 18287M
[01/28 20:46:32 d2.utils.events]:  eta: 21:56:41  iter: 2479  total_loss: 144.7  loss_ce: 2.893  loss_mask: 6.086  loss_dice: 4.64  loss_ce_0: 1.378  loss_mask_0: 3.606  loss_dice_0: 4.629  loss_ce_1: 2.729  loss_mask_1: 9.21  loss_dice_1: 4.625  loss_ce_2: 2.526  loss_mask_2: 6.128  loss_dice_2: 4.641  loss_ce_3: 2.662  loss_mask_3: 5.654  loss_dice_3: 4.649  loss_ce_4: 2.945  loss_mask_4: 8.018  loss_dice_4: 4.651  loss_ce_5: 2.863  loss_mask_5: 9.733  loss_dice_5: 4.659  loss_ce_6: 2.562  loss_mask_6: 10.32  loss_dice_6: 4.64  loss_ce_7: 3.129  loss_mask_7: 5.678  loss_dice_7: 4.694  loss_ce_8: 2.889  loss_mask_8: 7.167  loss_dice_8: 4.668  time: 0.9148  data_time: 0.0322  lr: 9.7518e-06  max_mem: 18287M
[01/28 20:46:50 d2.utils.events]:  eta: 21:55:40  iter: 2499  total_loss: 147.9  loss_ce: 2.897  loss_mask: 5.91  loss_dice: 4.709  loss_ce_0: 1.36  loss_mask_0: 3.612  loss_dice_0: 4.708  loss_ce_1: 2.83  loss_mask_1: 9.342  loss_dice_1: 4.695  loss_ce_2: 2.509  loss_mask_2: 6.079  loss_dice_2: 4.706  loss_ce_3: 2.689  loss_mask_3: 5.901  loss_dice_3: 4.705  loss_ce_4: 2.977  loss_mask_4: 8.553  loss_dice_4: 4.703  loss_ce_5: 2.775  loss_mask_5: 10.15  loss_dice_5: 4.71  loss_ce_6: 2.593  loss_mask_6: 10.45  loss_dice_6: 4.702  loss_ce_7: 3.136  loss_mask_7: 5.983  loss_dice_7: 4.743  loss_ce_8: 2.927  loss_mask_8: 7.71  loss_dice_8: 4.719  time: 0.9146  data_time: 0.0263  lr: 9.7497e-06  max_mem: 18287M
[01/28 20:47:08 d2.utils.events]:  eta: 21:54:28  iter: 2519  total_loss: 147.2  loss_ce: 2.815  loss_mask: 5.912  loss_dice: 4.605  loss_ce_0: 1.263  loss_mask_0: 3.491  loss_dice_0: 4.597  loss_ce_1: 2.849  loss_mask_1: 9.737  loss_dice_1: 4.584  loss_ce_2: 2.412  loss_mask_2: 6.029  loss_dice_2: 4.599  loss_ce_3: 2.607  loss_mask_3: 6.204  loss_dice_3: 4.595  loss_ce_4: 2.909  loss_mask_4: 8.896  loss_dice_4: 4.592  loss_ce_5: 2.618  loss_mask_5: 10.31  loss_dice_5: 4.599  loss_ce_6: 2.533  loss_mask_6: 10.57  loss_dice_6: 4.589  loss_ce_7: 3.028  loss_mask_7: 6.187  loss_dice_7: 4.629  loss_ce_8: 2.92  loss_mask_8: 8.094  loss_dice_8: 4.605  time: 0.9143  data_time: 0.0315  lr: 9.7477e-06  max_mem: 18287M
[01/28 20:47:25 d2.utils.events]:  eta: 21:52:55  iter: 2539  total_loss: 150.4  loss_ce: 2.821  loss_mask: 5.886  loss_dice: 4.611  loss_ce_0: 1.311  loss_mask_0: 3.584  loss_dice_0: 4.62  loss_ce_1: 2.996  loss_mask_1: 10.18  loss_dice_1: 4.587  loss_ce_2: 2.42  loss_mask_2: 6.106  loss_dice_2: 4.606  loss_ce_3: 2.66  loss_mask_3: 6.615  loss_dice_3: 4.603  loss_ce_4: 2.901  loss_mask_4: 9.21  loss_dice_4: 4.606  loss_ce_5: 2.596  loss_mask_5: 10.71  loss_dice_5: 4.609  loss_ce_6: 2.567  loss_mask_6: 10.89  loss_dice_6: 4.6  loss_ce_7: 3.028  loss_mask_7: 6.421  loss_dice_7: 4.641  loss_ce_8: 2.99  loss_mask_8: 8.514  loss_dice_8: 4.618  time: 0.9140  data_time: 0.0244  lr: 9.7457e-06  max_mem: 18287M
[01/28 20:47:43 d2.utils.events]:  eta: 21:50:18  iter: 2559  total_loss: 153.8  loss_ce: 2.857  loss_mask: 6.124  loss_dice: 4.691  loss_ce_0: 1.327  loss_mask_0: 3.583  loss_dice_0: 4.703  loss_ce_1: 2.993  loss_mask_1: 11.15  loss_dice_1: 4.68  loss_ce_2: 2.382  loss_mask_2: 6.191  loss_dice_2: 4.694  loss_ce_3: 2.735  loss_mask_3: 7.089  loss_dice_3: 4.695  loss_ce_4: 2.882  loss_mask_4: 8.798  loss_dice_4: 4.708  loss_ce_5: 2.579  loss_mask_5: 10.65  loss_dice_5: 4.71  loss_ce_6: 2.562  loss_mask_6: 11.35  loss_dice_6: 4.697  loss_ce_7: 3.046  loss_mask_7: 6.525  loss_dice_7: 4.725  loss_ce_8: 2.958  loss_mask_8: 8.743  loss_dice_8: 4.711  time: 0.9136  data_time: 0.0266  lr: 9.7437e-06  max_mem: 18287M
[01/28 20:48:01 d2.utils.events]:  eta: 21:49:21  iter: 2579  total_loss: 153.4  loss_ce: 2.81  loss_mask: 6.017  loss_dice: 4.647  loss_ce_0: 1.304  loss_mask_0: 3.529  loss_dice_0: 4.645  loss_ce_1: 2.932  loss_mask_1: 11.23  loss_dice_1: 4.632  loss_ce_2: 2.355  loss_mask_2: 6.169  loss_dice_2: 4.653  loss_ce_3: 2.747  loss_mask_3: 7.242  loss_dice_3: 4.645  loss_ce_4: 2.861  loss_mask_4: 8.723  loss_dice_4: 4.662  loss_ce_5: 2.533  loss_mask_5: 10.77  loss_dice_5: 4.664  loss_ce_6: 2.573  loss_mask_6: 11.35  loss_dice_6: 4.65  loss_ce_7: 3.11  loss_mask_7: 6.467  loss_dice_7: 4.673  loss_ce_8: 2.978  loss_mask_8: 8.693  loss_dice_8: 4.664  time: 0.9135  data_time: 0.0267  lr: 9.7417e-06  max_mem: 18287M
[01/28 20:48:19 d2.utils.events]:  eta: 21:49:03  iter: 2599  total_loss: 152.7  loss_ce: 2.738  loss_mask: 5.977  loss_dice: 4.623  loss_ce_0: 1.265  loss_mask_0: 3.521  loss_dice_0: 4.624  loss_ce_1: 2.879  loss_mask_1: 11.41  loss_dice_1: 4.597  loss_ce_2: 2.328  loss_mask_2: 6.301  loss_dice_2: 4.613  loss_ce_3: 2.734  loss_mask_3: 7.311  loss_dice_3: 4.606  loss_ce_4: 2.838  loss_mask_4: 8.648  loss_dice_4: 4.617  loss_ce_5: 2.511  loss_mask_5: 11.08  loss_dice_5: 4.609  loss_ce_6: 2.601  loss_mask_6: 11.5  loss_dice_6: 4.604  loss_ce_7: 3.049  loss_mask_7: 6.396  loss_dice_7: 4.636  loss_ce_8: 2.956  loss_mask_8: 8.536  loss_dice_8: 4.624  time: 0.9136  data_time: 0.0347  lr: 9.7397e-06  max_mem: 18287M
[01/28 20:48:38 d2.utils.events]:  eta: 21:48:54  iter: 2619  total_loss: 152.8  loss_ce: 2.714  loss_mask: 6.083  loss_dice: 4.663  loss_ce_0: 1.258  loss_mask_0: 3.57  loss_dice_0: 4.657  loss_ce_1: 2.83  loss_mask_1: 11.53  loss_dice_1: 4.642  loss_ce_2: 2.355  loss_mask_2: 6.417  loss_dice_2: 4.656  loss_ce_3: 2.785  loss_mask_3: 7.232  loss_dice_3: 4.651  loss_ce_4: 2.798  loss_mask_4: 8.413  loss_dice_4: 4.658  loss_ce_5: 2.538  loss_mask_5: 10.91  loss_dice_5: 4.654  loss_ce_6: 2.69  loss_mask_6: 11.68  loss_dice_6: 4.647  loss_ce_7: 3.015  loss_mask_7: 6.286  loss_dice_7: 4.673  loss_ce_8: 2.97  loss_mask_8: 8.396  loss_dice_8: 4.663  time: 0.9136  data_time: 0.0269  lr: 9.7377e-06  max_mem: 18287M
[01/28 20:48:56 d2.utils.events]:  eta: 21:48:27  iter: 2639  total_loss: 152.2  loss_ce: 2.694  loss_mask: 6.226  loss_dice: 4.64  loss_ce_0: 1.235  loss_mask_0: 3.581  loss_dice_0: 4.622  loss_ce_1: 2.806  loss_mask_1: 11.68  loss_dice_1: 4.619  loss_ce_2: 2.352  loss_mask_2: 6.568  loss_dice_2: 4.635  loss_ce_3: 2.795  loss_mask_3: 7.12  loss_dice_3: 4.63  loss_ce_4: 2.772  loss_mask_4: 8.131  loss_dice_4: 4.653  loss_ce_5: 2.562  loss_mask_5: 10.82  loss_dice_5: 4.644  loss_ce_6: 2.717  loss_mask_6: 11.8  loss_dice_6: 4.632  loss_ce_7: 3.006  loss_mask_7: 6.112  loss_dice_7: 4.66  loss_ce_8: 3.017  loss_mask_8: 8.025  loss_dice_8: 4.651  time: 0.9135  data_time: 0.0253  lr: 9.7357e-06  max_mem: 18287M
[01/28 20:49:14 d2.utils.events]:  eta: 21:46:48  iter: 2659  total_loss: 153.7  loss_ce: 2.649  loss_mask: 6.348  loss_dice: 4.708  loss_ce_0: 1.198  loss_mask_0: 3.603  loss_dice_0: 4.704  loss_ce_1: 2.775  loss_mask_1: 11.68  loss_dice_1: 4.693  loss_ce_2: 2.32  loss_mask_2: 6.688  loss_dice_2: 4.705  loss_ce_3: 2.78  loss_mask_3: 7.004  loss_dice_3: 4.705  loss_ce_4: 2.734  loss_mask_4: 8.134  loss_dice_4: 4.716  loss_ce_5: 2.589  loss_mask_5: 10.97  loss_dice_5: 4.708  loss_ce_6: 2.908  loss_mask_6: 12.2  loss_dice_6: 4.7  loss_ce_7: 2.966  loss_mask_7: 6.085  loss_dice_7: 4.722  loss_ce_8: 3.006  loss_mask_8: 7.956  loss_dice_8: 4.715  time: 0.9134  data_time: 0.0251  lr: 9.7337e-06  max_mem: 18287M
[01/28 20:49:32 d2.utils.events]:  eta: 21:47:03  iter: 2679  total_loss: 151.5  loss_ce: 2.622  loss_mask: 6.303  loss_dice: 4.605  loss_ce_0: 1.19  loss_mask_0: 3.481  loss_dice_0: 4.608  loss_ce_1: 2.683  loss_mask_1: 11.39  loss_dice_1: 4.587  loss_ce_2: 2.274  loss_mask_2: 6.547  loss_dice_2: 4.602  loss_ce_3: 2.769  loss_mask_3: 6.714  loss_dice_3: 4.601  loss_ce_4: 2.731  loss_mask_4: 7.835  loss_dice_4: 4.627  loss_ce_5: 2.566  loss_mask_5: 10.65  loss_dice_5: 4.613  loss_ce_6: 3.441  loss_mask_6: 12.16  loss_dice_6: 4.6  loss_ce_7: 2.979  loss_mask_7: 6.101  loss_dice_7: 4.631  loss_ce_8: 3.017  loss_mask_8: 7.668  loss_dice_8: 4.625  time: 0.9134  data_time: 0.0326  lr: 9.7317e-06  max_mem: 18287M
[01/28 20:49:51 d2.utils.events]:  eta: 21:46:45  iter: 2699  total_loss: 152.1  loss_ce: 2.586  loss_mask: 6.406  loss_dice: 4.663  loss_ce_0: 1.181  loss_mask_0: 3.572  loss_dice_0: 4.666  loss_ce_1: 2.629  loss_mask_1: 11.54  loss_dice_1: 4.651  loss_ce_2: 2.23  loss_mask_2: 6.707  loss_dice_2: 4.662  loss_ce_3: 2.745  loss_mask_3: 6.532  loss_dice_3: 4.661  loss_ce_4: 2.726  loss_mask_4: 7.868  loss_dice_4: 4.679  loss_ce_5: 2.598  loss_mask_5: 10.81  loss_dice_5: 4.665  loss_ce_6: 3.471  loss_mask_6: 11.72  loss_dice_6: 4.654  loss_ce_7: 2.96  loss_mask_7: 6.232  loss_dice_7: 4.679  loss_ce_8: 2.994  loss_mask_8: 7.639  loss_dice_8: 4.679  time: 0.9135  data_time: 0.0284  lr: 9.7297e-06  max_mem: 18287M
[01/28 20:50:10 d2.utils.events]:  eta: 21:47:24  iter: 2719  total_loss: 151.7  loss_ce: 2.605  loss_mask: 6.308  loss_dice: 4.688  loss_ce_0: 1.175  loss_mask_0: 3.551  loss_dice_0: 4.691  loss_ce_1: 2.621  loss_mask_1: 11.5  loss_dice_1: 4.673  loss_ce_2: 2.229  loss_mask_2: 6.73  loss_dice_2: 4.681  loss_ce_3: 2.737  loss_mask_3: 6.379  loss_dice_3: 4.684  loss_ce_4: 2.98  loss_mask_4: 8.024  loss_dice_4: 4.694  loss_ce_5: 2.748  loss_mask_5: 11.27  loss_dice_5: 4.68  loss_ce_6: 3.399  loss_mask_6: 10.9  loss_dice_6: 4.673  loss_ce_7: 2.976  loss_mask_7: 6.365  loss_dice_7: 4.695  loss_ce_8: 3.011  loss_mask_8: 7.459  loss_dice_8: 4.694  time: 0.9136  data_time: 0.0337  lr: 9.7277e-06  max_mem: 18287M
[01/28 20:50:28 d2.utils.events]:  eta: 21:47:41  iter: 2739  total_loss: 151.5  loss_ce: 2.582  loss_mask: 6.204  loss_dice: 4.632  loss_ce_0: 1.178  loss_mask_0: 3.507  loss_dice_0: 4.636  loss_ce_1: 2.587  loss_mask_1: 11.59  loss_dice_1: 4.61  loss_ce_2: 2.199  loss_mask_2: 6.758  loss_dice_2: 4.622  loss_ce_3: 2.687  loss_mask_3: 6.099  loss_dice_3: 4.627  loss_ce_4: 3.123  loss_mask_4: 8.28  loss_dice_4: 4.629  loss_ce_5: 2.927  loss_mask_5: 11.46  loss_dice_5: 4.62  loss_ce_6: 3.224  loss_mask_6: 10.73  loss_dice_6: 4.609  loss_ce_7: 2.91  loss_mask_7: 6.442  loss_dice_7: 4.627  loss_ce_8: 2.952  loss_mask_8: 7.255  loss_dice_8: 4.631  time: 0.9136  data_time: 0.0313  lr: 9.7257e-06  max_mem: 18287M
[01/28 20:50:47 d2.utils.events]:  eta: 21:46:48  iter: 2759  total_loss: 151.4  loss_ce: 2.554  loss_mask: 6.191  loss_dice: 4.655  loss_ce_0: 1.152  loss_mask_0: 3.481  loss_dice_0: 4.65  loss_ce_1: 2.538  loss_mask_1: 11.7  loss_dice_1: 4.632  loss_ce_2: 2.183  loss_mask_2: 6.7  loss_dice_2: 4.646  loss_ce_3: 2.673  loss_mask_3: 6.076  loss_dice_3: 4.651  loss_ce_4: 3.052  loss_mask_4: 8.709  loss_dice_4: 4.659  loss_ce_5: 3.025  loss_mask_5: 11.51  loss_dice_5: 4.647  loss_ce_6: 3.16  loss_mask_6: 10.95  loss_dice_6: 4.635  loss_ce_7: 2.845  loss_mask_7: 6.542  loss_dice_7: 4.654  loss_ce_8: 2.914  loss_mask_8: 7.294  loss_dice_8: 4.658  time: 0.9136  data_time: 0.0315  lr: 9.7237e-06  max_mem: 18287M
[01/28 20:51:05 d2.utils.events]:  eta: 21:45:00  iter: 2779  total_loss: 151.9  loss_ce: 2.507  loss_mask: 5.931  loss_dice: 4.663  loss_ce_0: 1.094  loss_mask_0: 3.466  loss_dice_0: 4.663  loss_ce_1: 2.489  loss_mask_1: 11.76  loss_dice_1: 4.647  loss_ce_2: 2.124  loss_mask_2: 6.706  loss_dice_2: 4.658  loss_ce_3: 2.631  loss_mask_3: 5.918  loss_dice_3: 4.658  loss_ce_4: 2.794  loss_mask_4: 9.111  loss_dice_4: 4.659  loss_ce_5: 3.038  loss_mask_5: 12.07  loss_dice_5: 4.652  loss_ce_6: 3.023  loss_mask_6: 11.3  loss_dice_6: 4.644  loss_ce_7: 2.787  loss_mask_7: 6.587  loss_dice_7: 4.662  loss_ce_8: 2.884  loss_mask_8: 7.489  loss_dice_8: 4.662  time: 0.9135  data_time: 0.0267  lr: 9.7217e-06  max_mem: 18287M
[01/28 20:51:23 d2.utils.events]:  eta: 21:44:32  iter: 2799  total_loss: 153.1  loss_ce: 2.526  loss_mask: 5.789  loss_dice: 4.645  loss_ce_0: 1.145  loss_mask_0: 3.491  loss_dice_0: 4.644  loss_ce_1: 2.477  loss_mask_1: 11.82  loss_dice_1: 4.62  loss_ce_2: 2.149  loss_mask_2: 6.722  loss_dice_2: 4.634  loss_ce_3: 2.635  loss_mask_3: 5.806  loss_dice_3: 4.638  loss_ce_4: 2.848  loss_mask_4: 9.291  loss_dice_4: 4.634  loss_ce_5: 3.005  loss_mask_5: 12.44  loss_dice_5: 4.624  loss_ce_6: 2.941  loss_mask_6: 11.61  loss_dice_6: 4.619  loss_ce_7: 2.798  loss_mask_7: 6.572  loss_dice_7: 4.638  loss_ce_8: 2.884  loss_mask_8: 7.652  loss_dice_8: 4.636  time: 0.9135  data_time: 0.0309  lr: 9.7197e-06  max_mem: 18287M
[01/28 20:51:41 d2.utils.events]:  eta: 21:43:52  iter: 2819  total_loss: 152.5  loss_ce: 2.56  loss_mask: 5.698  loss_dice: 4.658  loss_ce_0: 1.12  loss_mask_0: 3.489  loss_dice_0: 4.648  loss_ce_1: 2.468  loss_mask_1: 11.91  loss_dice_1: 4.634  loss_ce_2: 2.162  loss_mask_2: 6.725  loss_dice_2: 4.647  loss_ce_3: 2.645  loss_mask_3: 5.532  loss_dice_3: 4.657  loss_ce_4: 2.679  loss_mask_4: 9.375  loss_dice_4: 4.657  loss_ce_5: 2.871  loss_mask_5: 12.25  loss_dice_5: 4.645  loss_ce_6: 2.797  loss_mask_6: 11.7  loss_dice_6: 4.64  loss_ce_7: 2.734  loss_mask_7: 6.48  loss_dice_7: 4.662  loss_ce_8: 2.87  loss_mask_8: 7.697  loss_dice_8: 4.658  time: 0.9135  data_time: 0.0315  lr: 9.7177e-06  max_mem: 18287M
[01/28 20:52:00 d2.utils.events]:  eta: 21:44:05  iter: 2839  total_loss: 152.5  loss_ce: 2.528  loss_mask: 5.608  loss_dice: 4.712  loss_ce_0: 1.097  loss_mask_0: 3.447  loss_dice_0: 4.713  loss_ce_1: 2.44  loss_mask_1: 11.89  loss_dice_1: 4.693  loss_ce_2: 2.126  loss_mask_2: 6.694  loss_dice_2: 4.707  loss_ce_3: 2.646  loss_mask_3: 5.26  loss_dice_3: 4.713  loss_ce_4: 2.623  loss_mask_4: 9.664  loss_dice_4: 4.714  loss_ce_5: 2.826  loss_mask_5: 12.36  loss_dice_5: 4.706  loss_ce_6: 2.692  loss_mask_6: 12.04  loss_dice_6: 4.7  loss_ce_7: 2.714  loss_mask_7: 6.322  loss_dice_7: 4.711  loss_ce_8: 2.869  loss_mask_8: 7.81  loss_dice_8: 4.712  time: 0.9135  data_time: 0.0253  lr: 9.7156e-06  max_mem: 18287M
[01/28 20:52:18 d2.utils.events]:  eta: 21:43:29  iter: 2859  total_loss: 150.4  loss_ce: 2.521  loss_mask: 5.5  loss_dice: 4.658  loss_ce_0: 1.14  loss_mask_0: 3.485  loss_dice_0: 4.656  loss_ce_1: 2.447  loss_mask_1: 11.73  loss_dice_1: 4.632  loss_ce_2: 2.136  loss_mask_2: 6.65  loss_dice_2: 4.644  loss_ce_3: 2.667  loss_mask_3: 4.98  loss_dice_3: 4.669  loss_ce_4: 2.611  loss_mask_4: 9.451  loss_dice_4: 4.655  loss_ce_5: 2.804  loss_mask_5: 11.89  loss_dice_5: 4.645  loss_ce_6: 2.645  loss_mask_6: 11.82  loss_dice_6: 4.64  loss_ce_7: 2.727  loss_mask_7: 6.127  loss_dice_7: 4.666  loss_ce_8: 2.897  loss_mask_8: 7.567  loss_dice_8: 4.663  time: 0.9135  data_time: 0.0360  lr: 9.7136e-06  max_mem: 18287M
[01/28 20:52:36 d2.utils.events]:  eta: 21:43:11  iter: 2879  total_loss: 149.6  loss_ce: 2.49  loss_mask: 5.518  loss_dice: 4.64  loss_ce_0: 1.071  loss_mask_0: 3.503  loss_dice_0: 4.625  loss_ce_1: 2.449  loss_mask_1: 11.81  loss_dice_1: 4.62  loss_ce_2: 2.079  loss_mask_2: 6.613  loss_dice_2: 4.632  loss_ce_3: 2.669  loss_mask_3: 4.796  loss_dice_3: 4.649  loss_ce_4: 2.648  loss_mask_4: 9.623  loss_dice_4: 4.635  loss_ce_5: 2.779  loss_mask_5: 11.46  loss_dice_5: 4.629  loss_ce_6: 2.617  loss_mask_6: 11.88  loss_dice_6: 4.624  loss_ce_7: 2.852  loss_mask_7: 5.957  loss_dice_7: 4.644  loss_ce_8: 2.889  loss_mask_8: 7.045  loss_dice_8: 4.642  time: 0.9134  data_time: 0.0294  lr: 9.7116e-06  max_mem: 18287M
[01/28 20:52:54 d2.utils.events]:  eta: 21:42:53  iter: 2899  total_loss: 146.9  loss_ce: 2.491  loss_mask: 5.459  loss_dice: 4.656  loss_ce_0: 1.07  loss_mask_0: 3.475  loss_dice_0: 4.643  loss_ce_1: 2.468  loss_mask_1: 11.66  loss_dice_1: 4.631  loss_ce_2: 2.08  loss_mask_2: 6.614  loss_dice_2: 4.646  loss_ce_3: 2.582  loss_mask_3: 4.685  loss_dice_3: 4.662  loss_ce_4: 2.626  loss_mask_4: 9.581  loss_dice_4: 4.639  loss_ce_5: 2.754  loss_mask_5: 11.06  loss_dice_5: 4.637  loss_ce_6: 2.623  loss_mask_6: 11.48  loss_dice_6: 4.632  loss_ce_7: 2.829  loss_mask_7: 5.854  loss_dice_7: 4.654  loss_ce_8: 2.808  loss_mask_8: 6.643  loss_dice_8: 4.65  time: 0.9133  data_time: 0.0282  lr: 9.7096e-06  max_mem: 18287M
[01/28 20:53:13 d2.utils.events]:  eta: 21:42:02  iter: 2919  total_loss: 146.8  loss_ce: 2.48  loss_mask: 5.453  loss_dice: 4.647  loss_ce_0: 1.096  loss_mask_0: 3.458  loss_dice_0: 4.643  loss_ce_1: 2.433  loss_mask_1: 11.56  loss_dice_1: 4.623  loss_ce_2: 2.038  loss_mask_2: 6.602  loss_dice_2: 4.638  loss_ce_3: 2.705  loss_mask_3: 4.661  loss_dice_3: 4.657  loss_ce_4: 2.659  loss_mask_4: 9.313  loss_dice_4: 4.638  loss_ce_5: 2.71  loss_mask_5: 10.9  loss_dice_5: 4.631  loss_ce_6: 2.612  loss_mask_6: 11.46  loss_dice_6: 4.626  loss_ce_7: 2.811  loss_mask_7: 6.037  loss_dice_7: 4.653  loss_ce_8: 2.83  loss_mask_8: 6.589  loss_dice_8: 4.642  time: 0.9133  data_time: 0.0318  lr: 9.7076e-06  max_mem: 18287M
[01/28 20:53:31 d2.utils.events]:  eta: 21:41:10  iter: 2939  total_loss: 147.3  loss_ce: 2.524  loss_mask: 5.443  loss_dice: 4.688  loss_ce_0: 1.091  loss_mask_0: 3.451  loss_dice_0: 4.682  loss_ce_1: 2.462  loss_mask_1: 11.58  loss_dice_1: 4.674  loss_ce_2: 2.071  loss_mask_2: 6.583  loss_dice_2: 4.68  loss_ce_3: 2.689  loss_mask_3: 4.534  loss_dice_3: 4.695  loss_ce_4: 2.942  loss_mask_4: 8.981  loss_dice_4: 4.684  loss_ce_5: 2.681  loss_mask_5: 11.03  loss_dice_5: 4.677  loss_ce_6: 2.599  loss_mask_6: 11.51  loss_dice_6: 4.674  loss_ce_7: 2.764  loss_mask_7: 6.345  loss_dice_7: 4.698  loss_ce_8: 2.736  loss_mask_8: 6.676  loss_dice_8: 4.688  time: 0.9133  data_time: 0.0289  lr: 9.7056e-06  max_mem: 18287M
[01/28 20:53:49 d2.utils.events]:  eta: 21:41:07  iter: 2959  total_loss: 147.5  loss_ce: 2.551  loss_mask: 5.439  loss_dice: 4.677  loss_ce_0: 1.123  loss_mask_0: 3.493  loss_dice_0: 4.677  loss_ce_1: 2.428  loss_mask_1: 11.57  loss_dice_1: 4.661  loss_ce_2: 2.065  loss_mask_2: 6.625  loss_dice_2: 4.675  loss_ce_3: 2.655  loss_mask_3: 4.565  loss_dice_3: 4.685  loss_ce_4: 2.91  loss_mask_4: 8.336  loss_dice_4: 4.669  loss_ce_5: 2.657  loss_mask_5: 11.11  loss_dice_5: 4.665  loss_ce_6: 2.558  loss_mask_6: 11.38  loss_dice_6: 4.661  loss_ce_7: 2.787  loss_mask_7: 6.612  loss_dice_7: 4.684  loss_ce_8: 2.725  loss_mask_8: 6.841  loss_dice_8: 4.669  time: 0.9133  data_time: 0.0248  lr: 9.7036e-06  max_mem: 18287M
[01/28 20:54:08 d2.utils.events]:  eta: 21:41:21  iter: 2979  total_loss: 146.2  loss_ce: 2.551  loss_mask: 5.355  loss_dice: 4.643  loss_ce_0: 1.091  loss_mask_0: 3.509  loss_dice_0: 4.63  loss_ce_1: 2.404  loss_mask_1: 11.38  loss_dice_1: 4.621  loss_ce_2: 2.028  loss_mask_2: 6.611  loss_dice_2: 4.634  loss_ce_3: 2.755  loss_mask_3: 4.648  loss_dice_3: 4.647  loss_ce_4: 2.97  loss_mask_4: 7.778  loss_dice_4: 4.633  loss_ce_5: 2.617  loss_mask_5: 10.97  loss_dice_5: 4.626  loss_ce_6: 2.636  loss_mask_6: 10.78  loss_dice_6: 4.623  loss_ce_7: 2.727  loss_mask_7: 6.854  loss_dice_7: 4.656  loss_ce_8: 2.696  loss_mask_8: 7.209  loss_dice_8: 4.64  time: 0.9133  data_time: 0.0297  lr: 9.7016e-06  max_mem: 18287M
[01/28 20:54:26 d2.utils.events]:  eta: 21:41:03  iter: 2999  total_loss: 144.2  loss_ce: 2.562  loss_mask: 5.252  loss_dice: 4.664  loss_ce_0: 1.142  loss_mask_0: 3.463  loss_dice_0: 4.663  loss_ce_1: 2.408  loss_mask_1: 11.26  loss_dice_1: 4.64  loss_ce_2: 2.038  loss_mask_2: 6.533  loss_dice_2: 4.655  loss_ce_3: 2.945  loss_mask_3: 4.814  loss_dice_3: 4.664  loss_ce_4: 2.786  loss_mask_4: 6.954  loss_dice_4: 4.657  loss_ce_5: 2.593  loss_mask_5: 10.46  loss_dice_5: 4.646  loss_ce_6: 2.668  loss_mask_6: 9.599  loss_dice_6: 4.643  loss_ce_7: 2.766  loss_mask_7: 7.144  loss_dice_7: 4.668  loss_ce_8: 2.748  loss_mask_8: 7.574  loss_dice_8: 4.658  time: 0.9132  data_time: 0.0288  lr: 9.6996e-06  max_mem: 18287M
[01/28 20:54:44 d2.utils.events]:  eta: 21:39:50  iter: 3019  total_loss: 143.5  loss_ce: 2.565  loss_mask: 5.313  loss_dice: 4.675  loss_ce_0: 1.113  loss_mask_0: 3.5  loss_dice_0: 4.674  loss_ce_1: 2.42  loss_mask_1: 11.13  loss_dice_1: 4.657  loss_ce_2: 2.052  loss_mask_2: 6.609  loss_dice_2: 4.669  loss_ce_3: 3.283  loss_mask_3: 5.215  loss_dice_3: 4.668  loss_ce_4: 2.754  loss_mask_4: 6.255  loss_dice_4: 4.675  loss_ce_5: 2.562  loss_mask_5: 9.886  loss_dice_5: 4.663  loss_ce_6: 2.62  loss_mask_6: 8.407  loss_dice_6: 4.658  loss_ce_7: 2.733  loss_mask_7: 7.303  loss_dice_7: 4.684  loss_ce_8: 2.719  loss_mask_8: 7.89  loss_dice_8: 4.675  time: 0.9132  data_time: 0.0293  lr: 9.6976e-06  max_mem: 18287M
[01/28 20:55:02 d2.utils.events]:  eta: 21:39:27  iter: 3039  total_loss: 140  loss_ce: 2.564  loss_mask: 5.155  loss_dice: 4.633  loss_ce_0: 1.119  loss_mask_0: 3.411  loss_dice_0: 4.636  loss_ce_1: 2.455  loss_mask_1: 10.78  loss_dice_1: 4.607  loss_ce_2: 2.065  loss_mask_2: 6.514  loss_dice_2: 4.618  loss_ce_3: 3.08  loss_mask_3: 4.951  loss_dice_3: 4.627  loss_ce_4: 2.58  loss_mask_4: 5.761  loss_dice_4: 4.638  loss_ce_5: 2.486  loss_mask_5: 9.43  loss_dice_5: 4.614  loss_ce_6: 2.505  loss_mask_6: 7.522  loss_dice_6: 4.611  loss_ce_7: 2.654  loss_mask_7: 7.389  loss_dice_7: 4.635  loss_ce_8: 2.661  loss_mask_8: 8.44  loss_dice_8: 4.623  time: 0.9132  data_time: 0.0290  lr: 9.6956e-06  max_mem: 18287M
[01/28 20:55:21 d2.utils.events]:  eta: 21:39:22  iter: 3059  total_loss: 140.8  loss_ce: 2.555  loss_mask: 5.299  loss_dice: 4.688  loss_ce_0: 1.163  loss_mask_0: 3.429  loss_dice_0: 4.672  loss_ce_1: 2.58  loss_mask_1: 11.03  loss_dice_1: 4.662  loss_ce_2: 2.059  loss_mask_2: 6.542  loss_dice_2: 4.673  loss_ce_3: 2.916  loss_mask_3: 4.921  loss_dice_3: 4.685  loss_ce_4: 2.481  loss_mask_4: 6.141  loss_dice_4: 4.684  loss_ce_5: 2.492  loss_mask_5: 9.239  loss_dice_5: 4.665  loss_ce_6: 2.468  loss_mask_6: 6.718  loss_dice_6: 4.669  loss_ce_7: 2.703  loss_mask_7: 7.667  loss_dice_7: 4.678  loss_ce_8: 2.713  loss_mask_8: 9.008  loss_dice_8: 4.67  time: 0.9133  data_time: 0.0281  lr: 9.6936e-06  max_mem: 18287M
[01/28 20:55:40 d2.utils.events]:  eta: 21:39:59  iter: 3079  total_loss: 140.7  loss_ce: 2.599  loss_mask: 5.244  loss_dice: 4.707  loss_ce_0: 1.235  loss_mask_0: 3.479  loss_dice_0: 4.698  loss_ce_1: 2.666  loss_mask_1: 11.23  loss_dice_1: 4.689  loss_ce_2: 2.119  loss_mask_2: 6.454  loss_dice_2: 4.696  loss_ce_3: 2.709  loss_mask_3: 4.988  loss_dice_3: 4.698  loss_ce_4: 2.411  loss_mask_4: 6.315  loss_dice_4: 4.703  loss_ce_5: 2.487  loss_mask_5: 9.123  loss_dice_5: 4.691  loss_ce_6: 2.445  loss_mask_6: 6.152  loss_dice_6: 4.693  loss_ce_7: 2.565  loss_mask_7: 7.665  loss_dice_7: 4.705  loss_ce_8: 2.613  loss_mask_8: 8.936  loss_dice_8: 4.692  time: 0.9134  data_time: 0.0333  lr: 9.6916e-06  max_mem: 18287M
[01/28 20:55:58 d2.utils.events]:  eta: 21:39:57  iter: 3099  total_loss: 139.9  loss_ce: 2.606  loss_mask: 5.294  loss_dice: 4.666  loss_ce_0: 1.137  loss_mask_0: 3.432  loss_dice_0: 4.673  loss_ce_1: 2.613  loss_mask_1: 11.13  loss_dice_1: 4.657  loss_ce_2: 2.099  loss_mask_2: 6.438  loss_dice_2: 4.667  loss_ce_3: 2.63  loss_mask_3: 5.202  loss_dice_3: 4.667  loss_ce_4: 2.394  loss_mask_4: 6.433  loss_dice_4: 4.68  loss_ce_5: 2.499  loss_mask_5: 9.444  loss_dice_5: 4.661  loss_ce_6: 2.422  loss_mask_6: 6.162  loss_dice_6: 4.667  loss_ce_7: 2.533  loss_mask_7: 7.425  loss_dice_7: 4.69  loss_ce_8: 2.584  loss_mask_8: 8.627  loss_dice_8: 4.661  time: 0.9135  data_time: 0.0328  lr: 9.6896e-06  max_mem: 18287M
[01/28 20:56:17 d2.utils.events]:  eta: 21:39:39  iter: 3119  total_loss: 140.3  loss_ce: 2.641  loss_mask: 5.275  loss_dice: 4.65  loss_ce_0: 1.17  loss_mask_0: 3.399  loss_dice_0: 4.639  loss_ce_1: 2.58  loss_mask_1: 11.24  loss_dice_1: 4.622  loss_ce_2: 2.112  loss_mask_2: 6.389  loss_dice_2: 4.636  loss_ce_3: 2.683  loss_mask_3: 5.681  loss_dice_3: 4.633  loss_ce_4: 2.434  loss_mask_4: 6.685  loss_dice_4: 4.639  loss_ce_5: 2.439  loss_mask_5: 9.803  loss_dice_5: 4.62  loss_ce_6: 2.428  loss_mask_6: 6.427  loss_dice_6: 4.627  loss_ce_7: 2.516  loss_mask_7: 7.281  loss_dice_7: 4.648  loss_ce_8: 2.569  loss_mask_8: 8.401  loss_dice_8: 4.627  time: 0.9135  data_time: 0.0303  lr: 9.6876e-06  max_mem: 18287M
[01/28 20:56:35 d2.utils.events]:  eta: 21:39:15  iter: 3139  total_loss: 141.3  loss_ce: 2.697  loss_mask: 5.256  loss_dice: 4.666  loss_ce_0: 1.193  loss_mask_0: 3.495  loss_dice_0: 4.663  loss_ce_1: 2.58  loss_mask_1: 11.21  loss_dice_1: 4.653  loss_ce_2: 2.147  loss_mask_2: 6.336  loss_dice_2: 4.662  loss_ce_3: 2.665  loss_mask_3: 5.535  loss_dice_3: 4.668  loss_ce_4: 2.436  loss_mask_4: 6.901  loss_dice_4: 4.68  loss_ce_5: 2.455  loss_mask_5: 9.855  loss_dice_5: 4.654  loss_ce_6: 2.43  loss_mask_6: 6.595  loss_dice_6: 4.664  loss_ce_7: 2.589  loss_mask_7: 6.995  loss_dice_7: 4.697  loss_ce_8: 2.574  loss_mask_8: 8.475  loss_dice_8: 4.665  time: 0.9134  data_time: 0.0333  lr: 9.6855e-06  max_mem: 18287M
[01/28 20:56:53 d2.utils.events]:  eta: 21:39:26  iter: 3159  total_loss: 142.1  loss_ce: 2.74  loss_mask: 5.256  loss_dice: 4.675  loss_ce_0: 1.208  loss_mask_0: 3.467  loss_dice_0: 4.659  loss_ce_1: 2.481  loss_mask_1: 11.2  loss_dice_1: 4.658  loss_ce_2: 2.166  loss_mask_2: 6.29  loss_dice_2: 4.674  loss_ce_3: 2.624  loss_mask_3: 5.398  loss_dice_3: 4.682  loss_ce_4: 2.408  loss_mask_4: 7.592  loss_dice_4: 4.669  loss_ce_5: 2.369  loss_mask_5: 10.29  loss_dice_5: 4.657  loss_ce_6: 2.365  loss_mask_6: 6.983  loss_dice_6: 4.66  loss_ce_7: 2.453  loss_mask_7: 6.855  loss_dice_7: 4.677  loss_ce_8: 2.501  loss_mask_8: 8.543  loss_dice_8: 4.66  time: 0.9134  data_time: 0.0265  lr: 9.6835e-06  max_mem: 18287M
[01/28 20:57:12 d2.utils.events]:  eta: 21:38:58  iter: 3179  total_loss: 145.3  loss_ce: 2.766  loss_mask: 5.313  loss_dice: 4.696  loss_ce_0: 1.215  loss_mask_0: 3.483  loss_dice_0: 4.684  loss_ce_1: 2.46  loss_mask_1: 11.2  loss_dice_1: 4.685  loss_ce_2: 2.182  loss_mask_2: 6.275  loss_dice_2: 4.697  loss_ce_3: 2.574  loss_mask_3: 5.625  loss_dice_3: 4.703  loss_ce_4: 2.337  loss_mask_4: 8.657  loss_dice_4: 4.692  loss_ce_5: 2.318  loss_mask_5: 11.08  loss_dice_5: 4.682  loss_ce_6: 2.327  loss_mask_6: 7.697  loss_dice_6: 4.685  loss_ce_7: 2.408  loss_mask_7: 7.04  loss_dice_7: 4.707  loss_ce_8: 2.449  loss_mask_8: 8.644  loss_dice_8: 4.69  time: 0.9134  data_time: 0.0321  lr: 9.6815e-06  max_mem: 18287M
[01/28 20:57:30 d2.utils.events]:  eta: 21:40:35  iter: 3199  total_loss: 146.4  loss_ce: 2.807  loss_mask: 5.094  loss_dice: 4.647  loss_ce_0: 1.215  loss_mask_0: 3.399  loss_dice_0: 4.654  loss_ce_1: 2.465  loss_mask_1: 10.77  loss_dice_1: 4.63  loss_ce_2: 2.215  loss_mask_2: 6.136  loss_dice_2: 4.646  loss_ce_3: 2.588  loss_mask_3: 6.182  loss_dice_3: 4.658  loss_ce_4: 2.282  loss_mask_4: 9.608  loss_dice_4: 4.642  loss_ce_5: 2.282  loss_mask_5: 11.38  loss_dice_5: 4.63  loss_ce_6: 2.291  loss_mask_6: 8.408  loss_dice_6: 4.632  loss_ce_7: 2.401  loss_mask_7: 7.376  loss_dice_7: 4.668  loss_ce_8: 2.391  loss_mask_8: 8.684  loss_dice_8: 4.64  time: 0.9134  data_time: 0.0266  lr: 9.6795e-06  max_mem: 18287M
[01/28 20:57:48 d2.utils.events]:  eta: 21:39:21  iter: 3219  total_loss: 148.1  loss_ce: 2.804  loss_mask: 5.084  loss_dice: 4.666  loss_ce_0: 1.182  loss_mask_0: 3.414  loss_dice_0: 4.638  loss_ce_1: 2.46  loss_mask_1: 10.59  loss_dice_1: 4.643  loss_ce_2: 2.206  loss_mask_2: 6.141  loss_dice_2: 4.657  loss_ce_3: 2.635  loss_mask_3: 6.601  loss_dice_3: 4.663  loss_ce_4: 2.214  loss_mask_4: 10.27  loss_dice_4: 4.647  loss_ce_5: 2.227  loss_mask_5: 11.21  loss_dice_5: 4.643  loss_ce_6: 2.252  loss_mask_6: 8.773  loss_dice_6: 4.644  loss_ce_7: 2.351  loss_mask_7: 7.755  loss_dice_7: 4.669  loss_ce_8: 2.357  loss_mask_8: 8.945  loss_dice_8: 4.646  time: 0.9134  data_time: 0.0310  lr: 9.6775e-06  max_mem: 18287M
[01/28 20:58:07 d2.utils.events]:  eta: 21:40:19  iter: 3239  total_loss: 148.8  loss_ce: 2.779  loss_mask: 4.942  loss_dice: 4.686  loss_ce_0: 1.245  loss_mask_0: 3.418  loss_dice_0: 4.672  loss_ce_1: 2.465  loss_mask_1: 10.33  loss_dice_1: 4.668  loss_ce_2: 2.227  loss_mask_2: 6.058  loss_dice_2: 4.675  loss_ce_3: 2.485  loss_mask_3: 6.279  loss_dice_3: 4.685  loss_ce_4: 2.196  loss_mask_4: 11.06  loss_dice_4: 4.678  loss_ce_5: 2.201  loss_mask_5: 11.31  loss_dice_5: 4.671  loss_ce_6: 2.253  loss_mask_6: 9.145  loss_dice_6: 4.667  loss_ce_7: 2.355  loss_mask_7: 8.026  loss_dice_7: 4.696  loss_ce_8: 2.424  loss_mask_8: 8.886  loss_dice_8: 4.68  time: 0.9134  data_time: 0.0364  lr: 9.6755e-06  max_mem: 18287M
[01/28 20:58:25 d2.utils.events]:  eta: 21:40:43  iter: 3259  total_loss: 148.1  loss_ce: 2.753  loss_mask: 4.978  loss_dice: 4.662  loss_ce_0: 1.187  loss_mask_0: 3.422  loss_dice_0: 4.644  loss_ce_1: 2.529  loss_mask_1: 10.07  loss_dice_1: 4.647  loss_ce_2: 2.239  loss_mask_2: 6.02  loss_dice_2: 4.661  loss_ce_3: 2.42  loss_mask_3: 6.388  loss_dice_3: 4.653  loss_ce_4: 2.177  loss_mask_4: 11.07  loss_dice_4: 4.659  loss_ce_5: 2.203  loss_mask_5: 10.84  loss_dice_5: 4.656  loss_ce_6: 2.243  loss_mask_6: 9.312  loss_dice_6: 4.646  loss_ce_7: 2.415  loss_mask_7: 8.174  loss_dice_7: 4.677  loss_ce_8: 2.479  loss_mask_8: 8.554  loss_dice_8: 4.653  time: 0.9135  data_time: 0.0305  lr: 9.6735e-06  max_mem: 18287M
[01/28 20:58:44 d2.utils.events]:  eta: 21:40:38  iter: 3279  total_loss: 146.9  loss_ce: 2.733  loss_mask: 4.951  loss_dice: 4.629  loss_ce_0: 1.114  loss_mask_0: 3.421  loss_dice_0: 4.606  loss_ce_1: 2.544  loss_mask_1: 10.12  loss_dice_1: 4.604  loss_ce_2: 2.206  loss_mask_2: 6.022  loss_dice_2: 4.613  loss_ce_3: 2.364  loss_mask_3: 6.689  loss_dice_3: 4.62  loss_ce_4: 2.098  loss_mask_4: 11.08  loss_dice_4: 4.616  loss_ce_5: 2.153  loss_mask_5: 10.46  loss_dice_5: 4.612  loss_ce_6: 2.209  loss_mask_6: 9.318  loss_dice_6: 4.602  loss_ce_7: 2.545  loss_mask_7: 8.212  loss_dice_7: 4.634  loss_ce_8: 2.577  loss_mask_8: 7.835  loss_dice_8: 4.612  time: 0.9135  data_time: 0.0354  lr: 9.6715e-06  max_mem: 18287M
[01/28 20:59:02 d2.utils.events]:  eta: 21:41:59  iter: 3299  total_loss: 145.1  loss_ce: 2.74  loss_mask: 4.758  loss_dice: 4.651  loss_ce_0: 1.13  loss_mask_0: 3.391  loss_dice_0: 4.632  loss_ce_1: 2.543  loss_mask_1: 9.949  loss_dice_1: 4.623  loss_ce_2: 2.256  loss_mask_2: 5.878  loss_dice_2: 4.633  loss_ce_3: 2.351  loss_mask_3: 6.838  loss_dice_3: 4.646  loss_ce_4: 2.097  loss_mask_4: 11.24  loss_dice_4: 4.629  loss_ce_5: 2.18  loss_mask_5: 9.975  loss_dice_5: 4.629  loss_ce_6: 2.242  loss_mask_6: 9.288  loss_dice_6: 4.621  loss_ce_7: 2.501  loss_mask_7: 7.483  loss_dice_7: 4.654  loss_ce_8: 2.515  loss_mask_8: 7.201  loss_dice_8: 4.628  time: 0.9136  data_time: 0.0268  lr: 9.6695e-06  max_mem: 18287M
[01/28 20:59:20 d2.utils.events]:  eta: 21:42:04  iter: 3319  total_loss: 143.8  loss_ce: 2.73  loss_mask: 4.821  loss_dice: 4.689  loss_ce_0: 1.117  loss_mask_0: 3.42  loss_dice_0: 4.666  loss_ce_1: 2.486  loss_mask_1: 9.881  loss_dice_1: 4.666  loss_ce_2: 2.294  loss_mask_2: 5.984  loss_dice_2: 4.671  loss_ce_3: 2.319  loss_mask_3: 6.967  loss_dice_3: 4.681  loss_ce_4: 2.145  loss_mask_4: 11.04  loss_dice_4: 4.676  loss_ce_5: 2.17  loss_mask_5: 9.212  loss_dice_5: 4.683  loss_ce_6: 2.205  loss_mask_6: 9.501  loss_dice_6: 4.666  loss_ce_7: 2.573  loss_mask_7: 6.854  loss_dice_7: 4.695  loss_ce_8: 2.438  loss_mask_8: 6.944  loss_dice_8: 4.667  time: 0.9135  data_time: 0.0289  lr: 9.6675e-06  max_mem: 18287M
[01/28 20:59:39 d2.utils.events]:  eta: 21:42:59  iter: 3339  total_loss: 138.6  loss_ce: 2.711  loss_mask: 4.691  loss_dice: 4.609  loss_ce_0: 1.07  loss_mask_0: 3.38  loss_dice_0: 4.58  loss_ce_1: 2.453  loss_mask_1: 9.527  loss_dice_1: 4.585  loss_ce_2: 2.328  loss_mask_2: 5.868  loss_dice_2: 4.597  loss_ce_3: 2.27  loss_mask_3: 6.433  loss_dice_3: 4.625  loss_ce_4: 2.117  loss_mask_4: 10.29  loss_dice_4: 4.598  loss_ce_5: 2.127  loss_mask_5: 8.45  loss_dice_5: 4.602  loss_ce_6: 2.164  loss_mask_6: 9.311  loss_dice_6: 4.583  loss_ce_7: 2.395  loss_mask_7: 6.266  loss_dice_7: 4.643  loss_ce_8: 2.372  loss_mask_8: 6.614  loss_dice_8: 4.588  time: 0.9136  data_time: 0.0341  lr: 9.6655e-06  max_mem: 18287M
[01/28 20:59:57 d2.utils.events]:  eta: 21:43:18  iter: 3359  total_loss: 137.6  loss_ce: 2.665  loss_mask: 4.574  loss_dice: 4.696  loss_ce_0: 1.104  loss_mask_0: 3.355  loss_dice_0: 4.678  loss_ce_1: 2.437  loss_mask_1: 9.496  loss_dice_1: 4.673  loss_ce_2: 2.378  loss_mask_2: 6.055  loss_dice_2: 4.68  loss_ce_3: 2.341  loss_mask_3: 5.612  loss_dice_3: 4.7  loss_ce_4: 2.059  loss_mask_4: 9.543  loss_dice_4: 4.679  loss_ce_5: 2.047  loss_mask_5: 7.94  loss_dice_5: 4.682  loss_ce_6: 2.077  loss_mask_6: 9.088  loss_dice_6: 4.67  loss_ce_7: 2.348  loss_mask_7: 6.17  loss_dice_7: 4.71  loss_ce_8: 2.363  loss_mask_8: 6.411  loss_dice_8: 4.673  time: 0.9136  data_time: 0.0334  lr: 9.6635e-06  max_mem: 18287M
[01/28 21:00:16 d2.utils.events]:  eta: 21:44:50  iter: 3379  total_loss: 133.8  loss_ce: 2.616  loss_mask: 4.619  loss_dice: 4.679  loss_ce_0: 1.108  loss_mask_0: 3.435  loss_dice_0: 4.646  loss_ce_1: 2.464  loss_mask_1: 9.575  loss_dice_1: 4.648  loss_ce_2: 2.419  loss_mask_2: 6.114  loss_dice_2: 4.657  loss_ce_3: 2.315  loss_mask_3: 4.929  loss_dice_3: 4.699  loss_ce_4: 2.066  loss_mask_4: 8.633  loss_dice_4: 4.669  loss_ce_5: 2.034  loss_mask_5: 7.587  loss_dice_5: 4.675  loss_ce_6: 2.092  loss_mask_6: 9.011  loss_dice_6: 4.649  loss_ce_7: 2.337  loss_mask_7: 5.724  loss_dice_7: 4.712  loss_ce_8: 2.305  loss_mask_8: 5.691  loss_dice_8: 4.67  time: 0.9137  data_time: 0.0312  lr: 9.6615e-06  max_mem: 18287M
[01/28 21:00:34 d2.utils.events]:  eta: 21:45:39  iter: 3399  total_loss: 130.9  loss_ce: 2.555  loss_mask: 4.433  loss_dice: 4.702  loss_ce_0: 1.114  loss_mask_0: 3.409  loss_dice_0: 4.689  loss_ce_1: 2.399  loss_mask_1: 9.715  loss_dice_1: 4.682  loss_ce_2: 2.436  loss_mask_2: 6.024  loss_dice_2: 4.692  loss_ce_3: 2.345  loss_mask_3: 4.18  loss_dice_3: 4.719  loss_ce_4: 2.034  loss_mask_4: 7.902  loss_dice_4: 4.698  loss_ce_5: 2.012  loss_mask_5: 7.724  loss_dice_5: 4.701  loss_ce_6: 2.078  loss_mask_6: 8.847  loss_dice_6: 4.681  loss_ce_7: 2.361  loss_mask_7: 4.994  loss_dice_7: 4.721  loss_ce_8: 2.295  loss_mask_8: 5.031  loss_dice_8: 4.709  time: 0.9136  data_time: 0.0305  lr: 9.6594e-06  max_mem: 18287M
[01/28 21:00:52 d2.utils.events]:  eta: 21:45:27  iter: 3419  total_loss: 130.9  loss_ce: 2.482  loss_mask: 4.516  loss_dice: 4.662  loss_ce_0: 1.129  loss_mask_0: 3.349  loss_dice_0: 4.633  loss_ce_1: 2.452  loss_mask_1: 9.875  loss_dice_1: 4.631  loss_ce_2: 2.434  loss_mask_2: 6.073  loss_dice_2: 4.636  loss_ce_3: 2.383  loss_mask_3: 4.054  loss_dice_3: 4.682  loss_ce_4: 2.017  loss_mask_4: 7.657  loss_dice_4: 4.658  loss_ce_5: 1.983  loss_mask_5: 8.139  loss_dice_5: 4.649  loss_ce_6: 2.086  loss_mask_6: 8.835  loss_dice_6: 4.629  loss_ce_7: 2.303  loss_mask_7: 5.034  loss_dice_7: 4.685  loss_ce_8: 2.218  loss_mask_8: 5.266  loss_dice_8: 4.67  time: 0.9136  data_time: 0.0306  lr: 9.6574e-06  max_mem: 18287M
[01/28 21:01:11 d2.utils.events]:  eta: 21:45:32  iter: 3439  total_loss: 134.4  loss_ce: 2.469  loss_mask: 4.541  loss_dice: 4.672  loss_ce_0: 1.137  loss_mask_0: 3.412  loss_dice_0: 4.644  loss_ce_1: 2.532  loss_mask_1: 10.02  loss_dice_1: 4.651  loss_ce_2: 2.435  loss_mask_2: 6.055  loss_dice_2: 4.653  loss_ce_3: 2.346  loss_mask_3: 4.356  loss_dice_3: 4.712  loss_ce_4: 2.063  loss_mask_4: 8.081  loss_dice_4: 4.68  loss_ce_5: 2.059  loss_mask_5: 9.08  loss_dice_5: 4.669  loss_ce_6: 2.156  loss_mask_6: 9.024  loss_dice_6: 4.657  loss_ce_7: 2.305  loss_mask_7: 5.739  loss_dice_7: 4.697  loss_ce_8: 2.247  loss_mask_8: 6.145  loss_dice_8: 4.686  time: 0.9136  data_time: 0.0309  lr: 9.6554e-06  max_mem: 18287M
[01/28 21:01:29 d2.utils.events]:  eta: 21:46:10  iter: 3459  total_loss: 139  loss_ce: 2.442  loss_mask: 4.468  loss_dice: 4.648  loss_ce_0: 1.065  loss_mask_0: 3.427  loss_dice_0: 4.624  loss_ce_1: 2.582  loss_mask_1: 9.878  loss_dice_1: 4.616  loss_ce_2: 2.391  loss_mask_2: 6.044  loss_dice_2: 4.624  loss_ce_3: 2.245  loss_mask_3: 5.34  loss_dice_3: 4.646  loss_ce_4: 2.087  loss_mask_4: 8.986  loss_dice_4: 4.632  loss_ce_5: 2.072  loss_mask_5: 10.07  loss_dice_5: 4.621  loss_ce_6: 2.131  loss_mask_6: 9.497  loss_dice_6: 4.616  loss_ce_7: 2.264  loss_mask_7: 6.057  loss_dice_7: 4.645  loss_ce_8: 2.223  loss_mask_8: 7.332  loss_dice_8: 4.633  time: 0.9136  data_time: 0.0261  lr: 9.6534e-06  max_mem: 18287M
[01/28 21:01:47 d2.utils.events]:  eta: 21:46:22  iter: 3479  total_loss: 144.6  loss_ce: 2.447  loss_mask: 4.461  loss_dice: 4.685  loss_ce_0: 1.106  loss_mask_0: 3.364  loss_dice_0: 4.655  loss_ce_1: 2.619  loss_mask_1: 9.977  loss_dice_1: 4.661  loss_ce_2: 2.383  loss_mask_2: 5.992  loss_dice_2: 4.664  loss_ce_3: 2.244  loss_mask_3: 6.302  loss_dice_3: 4.68  loss_ce_4: 2.117  loss_mask_4: 9.911  loss_dice_4: 4.665  loss_ce_5: 2.088  loss_mask_5: 11.25  loss_dice_5: 4.656  loss_ce_6: 2.141  loss_mask_6: 10.25  loss_dice_6: 4.654  loss_ce_7: 2.291  loss_mask_7: 6.371  loss_dice_7: 4.668  loss_ce_8: 2.278  loss_mask_8: 8.19  loss_dice_8: 4.669  time: 0.9136  data_time: 0.0288  lr: 9.6514e-06  max_mem: 18287M
[01/28 21:02:06 d2.utils.events]:  eta: 21:46:33  iter: 3499  total_loss: 147.3  loss_ce: 2.409  loss_mask: 4.43  loss_dice: 4.658  loss_ce_0: 1.072  loss_mask_0: 3.424  loss_dice_0: 4.639  loss_ce_1: 2.608  loss_mask_1: 9.859  loss_dice_1: 4.626  loss_ce_2: 2.343  loss_mask_2: 5.965  loss_dice_2: 4.63  loss_ce_3: 2.242  loss_mask_3: 7.075  loss_dice_3: 4.642  loss_ce_4: 2.123  loss_mask_4: 10.47  loss_dice_4: 4.627  loss_ce_5: 2.089  loss_mask_5: 12.12  loss_dice_5: 4.621  loss_ce_6: 2.133  loss_mask_6: 10.75  loss_dice_6: 4.618  loss_ce_7: 2.307  loss_mask_7: 6.566  loss_dice_7: 4.622  loss_ce_8: 2.245  loss_mask_8: 8.666  loss_dice_8: 4.627  time: 0.9135  data_time: 0.0281  lr: 9.6494e-06  max_mem: 18287M
[01/28 21:02:24 d2.utils.events]:  eta: 21:47:36  iter: 3519  total_loss: 149.1  loss_ce: 2.386  loss_mask: 4.536  loss_dice: 4.688  loss_ce_0: 1.046  loss_mask_0: 3.381  loss_dice_0: 4.66  loss_ce_1: 2.627  loss_mask_1: 9.825  loss_dice_1: 4.662  loss_ce_2: 2.34  loss_mask_2: 5.966  loss_dice_2: 4.672  loss_ce_3: 2.216  loss_mask_3: 7.236  loss_dice_3: 4.681  loss_ce_4: 2.108  loss_mask_4: 10.98  loss_dice_4: 4.665  loss_ce_5: 2.05  loss_mask_5: 12.55  loss_dice_5: 4.658  loss_ce_6: 2.091  loss_mask_6: 10.99  loss_dice_6: 4.657  loss_ce_7: 2.253  loss_mask_7: 7.238  loss_dice_7: 4.656  loss_ce_8: 2.214  loss_mask_8: 8.522  loss_dice_8: 4.664  time: 0.9135  data_time: 0.0356  lr: 9.6474e-06  max_mem: 18287M
[01/28 21:02:42 d2.utils.events]:  eta: 21:47:39  iter: 3539  total_loss: 151.7  loss_ce: 2.381  loss_mask: 4.661  loss_dice: 4.692  loss_ce_0: 1.119  loss_mask_0: 3.434  loss_dice_0: 4.666  loss_ce_1: 2.633  loss_mask_1: 9.997  loss_dice_1: 4.668  loss_ce_2: 2.376  loss_mask_2: 6.085  loss_dice_2: 4.675  loss_ce_3: 2.314  loss_mask_3: 7.357  loss_dice_3: 4.685  loss_ce_4: 2.162  loss_mask_4: 11.72  loss_dice_4: 4.671  loss_ce_5: 2.077  loss_mask_5: 12.66  loss_dice_5: 4.667  loss_ce_6: 2.104  loss_mask_6: 11.16  loss_dice_6: 4.666  loss_ce_7: 2.316  loss_mask_7: 7.413  loss_dice_7: 4.668  loss_ce_8: 2.259  loss_mask_8: 8.549  loss_dice_8: 4.67  time: 0.9135  data_time: 0.0358  lr: 9.6454e-06  max_mem: 18287M
[01/28 21:03:00 d2.utils.events]:  eta: 21:47:40  iter: 3559  total_loss: 150.2  loss_ce: 2.327  loss_mask: 4.445  loss_dice: 4.676  loss_ce_0: 1.069  loss_mask_0: 3.404  loss_dice_0: 4.659  loss_ce_1: 2.599  loss_mask_1: 9.861  loss_dice_1: 4.661  loss_ce_2: 2.365  loss_mask_2: 5.916  loss_dice_2: 4.658  loss_ce_3: 2.266  loss_mask_3: 6.935  loss_dice_3: 4.677  loss_ce_4: 2.147  loss_mask_4: 12.41  loss_dice_4: 4.667  loss_ce_5: 2.045  loss_mask_5: 13.41  loss_dice_5: 4.659  loss_ce_6: 2.098  loss_mask_6: 10.84  loss_dice_6: 4.658  loss_ce_7: 2.271  loss_mask_7: 6.839  loss_dice_7: 4.66  loss_ce_8: 2.28  loss_mask_8: 7.81  loss_dice_8: 4.663  time: 0.9135  data_time: 0.0274  lr: 9.6434e-06  max_mem: 18287M
[01/28 21:03:19 d2.utils.events]:  eta: 21:48:07  iter: 3579  total_loss: 146.9  loss_ce: 2.339  loss_mask: 4.458  loss_dice: 4.712  loss_ce_0: 1.079  loss_mask_0: 3.366  loss_dice_0: 4.675  loss_ce_1: 2.579  loss_mask_1: 9.885  loss_dice_1: 4.68  loss_ce_2: 2.376  loss_mask_2: 5.89  loss_dice_2: 4.687  loss_ce_3: 2.237  loss_mask_3: 6.446  loss_dice_3: 4.701  loss_ce_4: 2.094  loss_mask_4: 12.42  loss_dice_4: 4.688  loss_ce_5: 2.023  loss_mask_5: 12.57  loss_dice_5: 4.678  loss_ce_6: 2.089  loss_mask_6: 9.84  loss_dice_6: 4.677  loss_ce_7: 2.229  loss_mask_7: 6.274  loss_dice_7: 4.695  loss_ce_8: 2.313  loss_mask_8: 7.213  loss_dice_8: 4.686  time: 0.9135  data_time: 0.0308  lr: 9.6414e-06  max_mem: 18287M
[01/28 21:03:37 d2.utils.events]:  eta: 21:48:03  iter: 3599  total_loss: 143.2  loss_ce: 2.353  loss_mask: 4.477  loss_dice: 4.637  loss_ce_0: 1.037  loss_mask_0: 3.377  loss_dice_0: 4.601  loss_ce_1: 2.567  loss_mask_1: 9.927  loss_dice_1: 4.595  loss_ce_2: 2.348  loss_mask_2: 5.868  loss_dice_2: 4.6  loss_ce_3: 2.22  loss_mask_3: 6.073  loss_dice_3: 4.629  loss_ce_4: 2.061  loss_mask_4: 12.08  loss_dice_4: 4.61  loss_ce_5: 2.01  loss_mask_5: 11.66  loss_dice_5: 4.594  loss_ce_6: 2.076  loss_mask_6: 9.342  loss_dice_6: 4.593  loss_ce_7: 2.307  loss_mask_7: 6.147  loss_dice_7: 4.628  loss_ce_8: 2.3  loss_mask_8: 6.797  loss_dice_8: 4.608  time: 0.9135  data_time: 0.0332  lr: 9.6394e-06  max_mem: 18287M
[01/28 21:03:55 d2.utils.events]:  eta: 21:47:18  iter: 3619  total_loss: 143.1  loss_ce: 2.446  loss_mask: 4.504  loss_dice: 4.694  loss_ce_0: 1.112  loss_mask_0: 3.386  loss_dice_0: 4.664  loss_ce_1: 2.603  loss_mask_1: 9.965  loss_dice_1: 4.664  loss_ce_2: 2.349  loss_mask_2: 5.873  loss_dice_2: 4.672  loss_ce_3: 2.202  loss_mask_3: 5.773  loss_dice_3: 4.698  loss_ce_4: 2.056  loss_mask_4: 11.71  loss_dice_4: 4.679  loss_ce_5: 2.049  loss_mask_5: 11.2  loss_dice_5: 4.672  loss_ce_6: 2.091  loss_mask_6: 9.325  loss_dice_6: 4.668  loss_ce_7: 2.215  loss_mask_7: 6.092  loss_dice_7: 4.707  loss_ce_8: 2.269  loss_mask_8: 6.684  loss_dice_8: 4.673  time: 0.9135  data_time: 0.0327  lr: 9.6374e-06  max_mem: 18287M
[01/28 21:04:14 d2.utils.events]:  eta: 21:47:13  iter: 3639  total_loss: 139.4  loss_ce: 2.517  loss_mask: 4.479  loss_dice: 4.651  loss_ce_0: 1.005  loss_mask_0: 3.352  loss_dice_0: 4.615  loss_ce_1: 2.592  loss_mask_1: 9.914  loss_dice_1: 4.617  loss_ce_2: 2.281  loss_mask_2: 5.827  loss_dice_2: 4.618  loss_ce_3: 2.271  loss_mask_3: 5.282  loss_dice_3: 4.654  loss_ce_4: 1.989  loss_mask_4: 11.05  loss_dice_4: 4.63  loss_ce_5: 2.005  loss_mask_5: 10.34  loss_dice_5: 4.626  loss_ce_6: 2.035  loss_mask_6: 9.307  loss_dice_6: 4.617  loss_ce_7: 2.194  loss_mask_7: 5.938  loss_dice_7: 4.664  loss_ce_8: 2.213  loss_mask_8: 6.528  loss_dice_8: 4.62  time: 0.9135  data_time: 0.0263  lr: 9.6354e-06  max_mem: 18287M
[01/28 21:04:32 d2.utils.events]:  eta: 21:47:15  iter: 3659  total_loss: 139  loss_ce: 2.642  loss_mask: 4.667  loss_dice: 4.69  loss_ce_0: 1.103  loss_mask_0: 3.407  loss_dice_0: 4.655  loss_ce_1: 2.582  loss_mask_1: 10.12  loss_dice_1: 4.654  loss_ce_2: 2.281  loss_mask_2: 5.963  loss_dice_2: 4.668  loss_ce_3: 2.297  loss_mask_3: 5.147  loss_dice_3: 4.697  loss_ce_4: 2.003  loss_mask_4: 10.57  loss_dice_4: 4.664  loss_ce_5: 2.027  loss_mask_5: 9.776  loss_dice_5: 4.66  loss_ce_6: 2.071  loss_mask_6: 8.964  loss_dice_6: 4.656  loss_ce_7: 2.248  loss_mask_7: 5.897  loss_dice_7: 4.705  loss_ce_8: 2.231  loss_mask_8: 6.523  loss_dice_8: 4.655  time: 0.9135  data_time: 0.0306  lr: 9.6333e-06  max_mem: 18287M
[01/28 21:04:51 d2.utils.events]:  eta: 21:46:57  iter: 3679  total_loss: 138  loss_ce: 2.726  loss_mask: 4.547  loss_dice: 4.724  loss_ce_0: 1.031  loss_mask_0: 3.394  loss_dice_0: 4.698  loss_ce_1: 2.529  loss_mask_1: 10.21  loss_dice_1: 4.689  loss_ce_2: 2.257  loss_mask_2: 5.962  loss_dice_2: 4.699  loss_ce_3: 2.304  loss_mask_3: 5.349  loss_dice_3: 4.718  loss_ce_4: 1.995  loss_mask_4: 9.855  loss_dice_4: 4.695  loss_ce_5: 2.024  loss_mask_5: 9.354  loss_dice_5: 4.691  loss_ce_6: 2.064  loss_mask_6: 7.983  loss_dice_6: 4.696  loss_ce_7: 2.245  loss_mask_7: 6.016  loss_dice_7: 4.717  loss_ce_8: 2.279  loss_mask_8: 6.375  loss_dice_8: 4.689  time: 0.9135  data_time: 0.0348  lr: 9.6313e-06  max_mem: 18287M
[01/28 21:05:09 d2.utils.events]:  eta: 21:46:01  iter: 3699  total_loss: 134.4  loss_ce: 2.736  loss_mask: 3.938  loss_dice: 4.67  loss_ce_0: 1.001  loss_mask_0: 3.408  loss_dice_0: 4.614  loss_ce_1: 2.507  loss_mask_1: 10.17  loss_dice_1: 4.615  loss_ce_2: 2.283  loss_mask_2: 5.865  loss_dice_2: 4.636  loss_ce_3: 2.275  loss_mask_3: 5.745  loss_dice_3: 4.65  loss_ce_4: 1.985  loss_mask_4: 9.083  loss_dice_4: 4.634  loss_ce_5: 2.002  loss_mask_5: 8.719  loss_dice_5: 4.632  loss_ce_6: 2.037  loss_mask_6: 6.932  loss_dice_6: 4.636  loss_ce_7: 2.167  loss_mask_7: 6.003  loss_dice_7: 4.665  loss_ce_8: 2.277  loss_mask_8: 6.378  loss_dice_8: 4.614  time: 0.9135  data_time: 0.0336  lr: 9.6293e-06  max_mem: 18287M
[01/28 21:05:27 d2.utils.events]:  eta: 21:44:56  iter: 3719  total_loss: 132.2  loss_ce: 2.561  loss_mask: 3.823  loss_dice: 4.703  loss_ce_0: 1.05  loss_mask_0: 3.399  loss_dice_0: 4.657  loss_ce_1: 2.512  loss_mask_1: 10.17  loss_dice_1: 4.654  loss_ce_2: 2.323  loss_mask_2: 5.873  loss_dice_2: 4.66  loss_ce_3: 2.255  loss_mask_3: 5.918  loss_dice_3: 4.706  loss_ce_4: 2.043  loss_mask_4: 8.454  loss_dice_4: 4.688  loss_ce_5: 2.046  loss_mask_5: 8.029  loss_dice_5: 4.683  loss_ce_6: 2.055  loss_mask_6: 6.246  loss_dice_6: 4.689  loss_ce_7: 2.22  loss_mask_7: 5.817  loss_dice_7: 4.735  loss_ce_8: 2.244  loss_mask_8: 6.461  loss_dice_8: 4.656  time: 0.9134  data_time: 0.0309  lr: 9.6273e-06  max_mem: 18287M
[01/28 21:05:46 d2.utils.events]:  eta: 21:44:34  iter: 3739  total_loss: 131.2  loss_ce: 2.536  loss_mask: 4.145  loss_dice: 4.69  loss_ce_0: 1.053  loss_mask_0: 3.378  loss_dice_0: 4.652  loss_ce_1: 2.487  loss_mask_1: 10.2  loss_dice_1: 4.641  loss_ce_2: 2.281  loss_mask_2: 5.965  loss_dice_2: 4.657  loss_ce_3: 2.202  loss_mask_3: 6.221  loss_dice_3: 4.676  loss_ce_4: 2.037  loss_mask_4: 7.896  loss_dice_4: 4.674  loss_ce_5: 1.994  loss_mask_5: 7.347  loss_dice_5: 4.667  loss_ce_6: 2.013  loss_mask_6: 6.019  loss_dice_6: 4.671  loss_ce_7: 2.152  loss_mask_7: 5.875  loss_dice_7: 4.703  loss_ce_8: 2.225  loss_mask_8: 6.518  loss_dice_8: 4.646  time: 0.9134  data_time: 0.0345  lr: 9.6253e-06  max_mem: 18287M
[01/28 21:06:04 d2.utils.events]:  eta: 21:44:23  iter: 3759  total_loss: 131.3  loss_ce: 2.493  loss_mask: 4.415  loss_dice: 4.685  loss_ce_0: 0.9841  loss_mask_0: 3.337  loss_dice_0: 4.644  loss_ce_1: 2.516  loss_mask_1: 10.21  loss_dice_1: 4.645  loss_ce_2: 2.29  loss_mask_2: 5.902  loss_dice_2: 4.656  loss_ce_3: 2.195  loss_mask_3: 6.255  loss_dice_3: 4.669  loss_ce_4: 2.012  loss_mask_4: 7.779  loss_dice_4: 4.669  loss_ce_5: 1.981  loss_mask_5: 6.998  loss_dice_5: 4.663  loss_ce_6: 2.024  loss_mask_6: 6.121  loss_dice_6: 4.667  loss_ce_7: 2.203  loss_mask_7: 6.09  loss_dice_7: 4.693  loss_ce_8: 2.226  loss_mask_8: 6.44  loss_dice_8: 4.646  time: 0.9135  data_time: 0.0325  lr: 9.6233e-06  max_mem: 18287M
[01/28 21:06:22 d2.utils.events]:  eta: 21:44:17  iter: 3779  total_loss: 130.5  loss_ce: 2.496  loss_mask: 4.652  loss_dice: 4.677  loss_ce_0: 1.026  loss_mask_0: 3.397  loss_dice_0: 4.642  loss_ce_1: 2.516  loss_mask_1: 10.21  loss_dice_1: 4.637  loss_ce_2: 2.285  loss_mask_2: 5.901  loss_dice_2: 4.649  loss_ce_3: 2.222  loss_mask_3: 5.535  loss_dice_3: 4.673  loss_ce_4: 1.999  loss_mask_4: 7.561  loss_dice_4: 4.67  loss_ce_5: 1.959  loss_mask_5: 6.579  loss_dice_5: 4.668  loss_ce_6: 2.029  loss_mask_6: 6.209  loss_dice_6: 4.65  loss_ce_7: 2.256  loss_mask_7: 6.225  loss_dice_7: 4.696  loss_ce_8: 2.192  loss_mask_8: 6.512  loss_dice_8: 4.636  time: 0.9135  data_time: 0.0305  lr: 9.6213e-06  max_mem: 18287M
[01/28 21:06:41 d2.utils.events]:  eta: 21:44:23  iter: 3799  total_loss: 131.7  loss_ce: 2.516  loss_mask: 5.015  loss_dice: 4.686  loss_ce_0: 0.9746  loss_mask_0: 3.36  loss_dice_0: 4.658  loss_ce_1: 2.551  loss_mask_1: 10.33  loss_dice_1: 4.659  loss_ce_2: 2.287  loss_mask_2: 6.015  loss_dice_2: 4.661  loss_ce_3: 2.236  loss_mask_3: 5.371  loss_dice_3: 4.683  loss_ce_4: 2.016  loss_mask_4: 7.826  loss_dice_4: 4.681  loss_ce_5: 1.979  loss_mask_5: 6.672  loss_dice_5: 4.68  loss_ce_6: 2.067  loss_mask_6: 6.445  loss_dice_6: 4.659  loss_ce_7: 2.222  loss_mask_7: 6.614  loss_dice_7: 4.685  loss_ce_8: 2.225  loss_mask_8: 6.799  loss_dice_8: 4.659  time: 0.9134  data_time: 0.0325  lr: 9.6193e-06  max_mem: 18287M
[01/28 21:06:59 d2.utils.events]:  eta: 21:43:52  iter: 3819  total_loss: 132.9  loss_ce: 2.539  loss_mask: 5.204  loss_dice: 4.662  loss_ce_0: 1.049  loss_mask_0: 3.412  loss_dice_0: 4.638  loss_ce_1: 2.587  loss_mask_1: 10.43  loss_dice_1: 4.631  loss_ce_2: 2.314  loss_mask_2: 6.001  loss_dice_2: 4.638  loss_ce_3: 2.271  loss_mask_3: 5.185  loss_dice_3: 4.655  loss_ce_4: 2.061  loss_mask_4: 8.059  loss_dice_4: 4.663  loss_ce_5: 2.016  loss_mask_5: 6.579  loss_dice_5: 4.657  loss_ce_6: 2.144  loss_mask_6: 6.219  loss_dice_6: 4.637  loss_ce_7: 2.292  loss_mask_7: 6.612  loss_dice_7: 4.659  loss_ce_8: 2.296  loss_mask_8: 6.78  loss_dice_8: 4.645  time: 0.9135  data_time: 0.0259  lr: 9.6173e-06  max_mem: 18287M
[01/28 21:07:18 d2.utils.events]:  eta: 21:43:47  iter: 3839  total_loss: 133.3  loss_ce: 2.543  loss_mask: 5.163  loss_dice: 4.689  loss_ce_0: 0.9877  loss_mask_0: 3.333  loss_dice_0: 4.662  loss_ce_1: 2.576  loss_mask_1: 10.29  loss_dice_1: 4.649  loss_ce_2: 2.277  loss_mask_2: 5.989  loss_dice_2: 4.664  loss_ce_3: 2.239  loss_mask_3: 5.364  loss_dice_3: 4.669  loss_ce_4: 2.002  loss_mask_4: 8.76  loss_dice_4: 4.673  loss_ce_5: 1.975  loss_mask_5: 6.773  loss_dice_5: 4.669  loss_ce_6: 2.096  loss_mask_6: 6.322  loss_dice_6: 4.651  loss_ce_7: 2.22  loss_mask_7: 6.635  loss_dice_7: 4.662  loss_ce_8: 2.278  loss_mask_8: 6.562  loss_dice_8: 4.662  time: 0.9135  data_time: 0.0306  lr: 9.6153e-06  max_mem: 18287M
[01/28 21:07:36 d2.utils.events]:  eta: 21:43:16  iter: 3859  total_loss: 133.9  loss_ce: 2.574  loss_mask: 5.163  loss_dice: 4.673  loss_ce_0: 0.9616  loss_mask_0: 3.365  loss_dice_0: 4.64  loss_ce_1: 2.587  loss_mask_1: 10.27  loss_dice_1: 4.633  loss_ce_2: 2.298  loss_mask_2: 6.056  loss_dice_2: 4.652  loss_ce_3: 2.389  loss_mask_3: 5.621  loss_dice_3: 4.648  loss_ce_4: 2.003  loss_mask_4: 8.983  loss_dice_4: 4.654  loss_ce_5: 2.01  loss_mask_5: 7.204  loss_dice_5: 4.651  loss_ce_6: 2.128  loss_mask_6: 6.798  loss_dice_6: 4.63  loss_ce_7: 2.209  loss_mask_7: 6.333  loss_dice_7: 4.645  loss_ce_8: 2.277  loss_mask_8: 6.155  loss_dice_8: 4.647  time: 0.9134  data_time: 0.0280  lr: 9.6133e-06  max_mem: 18287M
[01/28 21:07:54 d2.utils.events]:  eta: 21:43:18  iter: 3879  total_loss: 134.8  loss_ce: 2.603  loss_mask: 5.128  loss_dice: 4.643  loss_ce_0: 0.9401  loss_mask_0: 3.364  loss_dice_0: 4.606  loss_ce_1: 2.562  loss_mask_1: 10.28  loss_dice_1: 4.599  loss_ce_2: 2.257  loss_mask_2: 6.094  loss_dice_2: 4.608  loss_ce_3: 2.495  loss_mask_3: 5.679  loss_dice_3: 4.634  loss_ce_4: 1.988  loss_mask_4: 9.286  loss_dice_4: 4.645  loss_ce_5: 2.045  loss_mask_5: 8.159  loss_dice_5: 4.632  loss_ce_6: 2.108  loss_mask_6: 7.645  loss_dice_6: 4.601  loss_ce_7: 2.224  loss_mask_7: 5.719  loss_dice_7: 4.641  loss_ce_8: 2.214  loss_mask_8: 5.916  loss_dice_8: 4.629  time: 0.9134  data_time: 0.0314  lr: 9.6113e-06  max_mem: 18287M
[01/28 21:08:13 d2.utils.events]:  eta: 21:43:43  iter: 3899  total_loss: 137.3  loss_ce: 2.59  loss_mask: 5.109  loss_dice: 4.716  loss_ce_0: 1.033  loss_mask_0: 3.349  loss_dice_0: 4.683  loss_ce_1: 2.555  loss_mask_1: 10.32  loss_dice_1: 4.679  loss_ce_2: 2.244  loss_mask_2: 6.024  loss_dice_2: 4.686  loss_ce_3: 2.472  loss_mask_3: 5.523  loss_dice_3: 4.704  loss_ce_4: 1.977  loss_mask_4: 9.552  loss_dice_4: 4.705  loss_ce_5: 2.046  loss_mask_5: 8.962  loss_dice_5: 4.686  loss_ce_6: 2.117  loss_mask_6: 8.341  loss_dice_6: 4.679  loss_ce_7: 2.202  loss_mask_7: 5.579  loss_dice_7: 4.7  loss_ce_8: 2.235  loss_mask_8: 5.657  loss_dice_8: 4.704  time: 0.9135  data_time: 0.0294  lr: 9.6092e-06  max_mem: 18287M
[01/28 21:08:31 d2.utils.events]:  eta: 21:43:25  iter: 3919  total_loss: 138.6  loss_ce: 2.507  loss_mask: 5.054  loss_dice: 4.713  loss_ce_0: 1.021  loss_mask_0: 3.384  loss_dice_0: 4.697  loss_ce_1: 2.519  loss_mask_1: 10.34  loss_dice_1: 4.686  loss_ce_2: 2.24  loss_mask_2: 6.069  loss_dice_2: 4.691  loss_ce_3: 2.502  loss_mask_3: 5.716  loss_dice_3: 4.72  loss_ce_4: 1.966  loss_mask_4: 9.87  loss_dice_4: 4.714  loss_ce_5: 2.025  loss_mask_5: 9.561  loss_dice_5: 4.693  loss_ce_6: 2.063  loss_mask_6: 8.677  loss_dice_6: 4.685  loss_ce_7: 2.181  loss_mask_7: 5.502  loss_dice_7: 4.708  loss_ce_8: 2.253  loss_mask_8: 5.554  loss_dice_8: 4.702  time: 0.9135  data_time: 0.0276  lr: 9.6072e-06  max_mem: 18287M
[01/28 21:08:49 d2.utils.events]:  eta: 21:43:14  iter: 3939  total_loss: 136.8  loss_ce: 2.402  loss_mask: 4.949  loss_dice: 4.668  loss_ce_0: 0.9644  loss_mask_0: 3.36  loss_dice_0: 4.608  loss_ce_1: 2.468  loss_mask_1: 10.17  loss_dice_1: 4.621  loss_ce_2: 2.242  loss_mask_2: 6.04  loss_dice_2: 4.631  loss_ce_3: 2.375  loss_mask_3: 6.149  loss_dice_3: 4.646  loss_ce_4: 1.937  loss_mask_4: 10.28  loss_dice_4: 4.643  loss_ce_5: 1.994  loss_mask_5: 9.62  loss_dice_5: 4.623  loss_ce_6: 2.021  loss_mask_6: 8.32  loss_dice_6: 4.622  loss_ce_7: 2.149  loss_mask_7: 5.467  loss_dice_7: 4.64  loss_ce_8: 2.235  loss_mask_8: 5.459  loss_dice_8: 4.65  time: 0.9134  data_time: 0.0334  lr: 9.6052e-06  max_mem: 18287M
[01/28 21:09:08 d2.utils.events]:  eta: 21:43:33  iter: 3959  total_loss: 137.4  loss_ce: 2.345  loss_mask: 5.009  loss_dice: 4.659  loss_ce_0: 0.9575  loss_mask_0: 3.333  loss_dice_0: 4.616  loss_ce_1: 2.406  loss_mask_1: 10.23  loss_dice_1: 4.619  loss_ce_2: 2.217  loss_mask_2: 6.183  loss_dice_2: 4.626  loss_ce_3: 2.36  loss_mask_3: 6.443  loss_dice_3: 4.67  loss_ce_4: 1.893  loss_mask_4: 10.63  loss_dice_4: 4.661  loss_ce_5: 1.951  loss_mask_5: 9.39  loss_dice_5: 4.64  loss_ce_6: 1.999  loss_mask_6: 7.942  loss_dice_6: 4.633  loss_ce_7: 2.144  loss_mask_7: 5.549  loss_dice_7: 4.65  loss_ce_8: 2.178  loss_mask_8: 5.44  loss_dice_8: 4.651  time: 0.9135  data_time: 0.0326  lr: 9.6032e-06  max_mem: 18287M
[01/28 21:09:26 d2.utils.events]:  eta: 21:43:05  iter: 3979  total_loss: 138.3  loss_ce: 2.377  loss_mask: 4.978  loss_dice: 4.685  loss_ce_0: 1.01  loss_mask_0: 3.375  loss_dice_0: 4.643  loss_ce_1: 2.379  loss_mask_1: 10.28  loss_dice_1: 4.641  loss_ce_2: 2.228  loss_mask_2: 6.262  loss_dice_2: 4.654  loss_ce_3: 2.254  loss_mask_3: 6.748  loss_dice_3: 4.671  loss_ce_4: 1.907  loss_mask_4: 11.12  loss_dice_4: 4.665  loss_ce_5: 1.985  loss_mask_5: 8.823  loss_dice_5: 4.656  loss_ce_6: 2.034  loss_mask_6: 7.874  loss_dice_6: 4.648  loss_ce_7: 2.154  loss_mask_7: 5.855  loss_dice_7: 4.657  loss_ce_8: 2.22  loss_mask_8: 5.556  loss_dice_8: 4.669  time: 0.9135  data_time: 0.0285  lr: 9.6012e-06  max_mem: 18287M
[01/28 21:09:44 d2.utils.events]:  eta: 21:43:59  iter: 3999  total_loss: 137.7  loss_ce: 2.368  loss_mask: 4.952  loss_dice: 4.678  loss_ce_0: 1.041  loss_mask_0: 3.358  loss_dice_0: 4.627  loss_ce_1: 2.347  loss_mask_1: 10.17  loss_dice_1: 4.623  loss_ce_2: 2.231  loss_mask_2: 6.289  loss_dice_2: 4.635  loss_ce_3: 2.272  loss_mask_3: 7.119  loss_dice_3: 4.657  loss_ce_4: 1.88  loss_mask_4: 11.17  loss_dice_4: 4.652  loss_ce_5: 1.947  loss_mask_5: 8.208  loss_dice_5: 4.653  loss_ce_6: 2  loss_mask_6: 7.97  loss_dice_6: 4.633  loss_ce_7: 2.204  loss_mask_7: 5.854  loss_dice_7: 4.65  loss_ce_8: 2.233  loss_mask_8: 5.689  loss_dice_8: 4.653  time: 0.9135  data_time: 0.0370  lr: 9.5992e-06  max_mem: 18287M
[01/28 21:10:03 d2.utils.events]:  eta: 21:44:21  iter: 4019  total_loss: 137.9  loss_ce: 2.364  loss_mask: 4.995  loss_dice: 4.687  loss_ce_0: 0.9809  loss_mask_0: 3.301  loss_dice_0: 4.648  loss_ce_1: 2.338  loss_mask_1: 10.2  loss_dice_1: 4.636  loss_ce_2: 2.223  loss_mask_2: 6.39  loss_dice_2: 4.638  loss_ce_3: 2.198  loss_mask_3: 7.045  loss_dice_3: 4.676  loss_ce_4: 1.887  loss_mask_4: 11.21  loss_dice_4: 4.675  loss_ce_5: 1.974  loss_mask_5: 7.786  loss_dice_5: 4.68  loss_ce_6: 2.046  loss_mask_6: 8.023  loss_dice_6: 4.655  loss_ce_7: 2.168  loss_mask_7: 5.855  loss_dice_7: 4.679  loss_ce_8: 2.269  loss_mask_8: 5.84  loss_dice_8: 4.671  time: 0.9135  data_time: 0.0298  lr: 9.5972e-06  max_mem: 18287M
[01/28 21:10:21 d2.utils.events]:  eta: 21:44:02  iter: 4039  total_loss: 137.1  loss_ce: 2.481  loss_mask: 4.917  loss_dice: 4.657  loss_ce_0: 1.036  loss_mask_0: 3.314  loss_dice_0: 4.604  loss_ce_1: 2.457  loss_mask_1: 10  loss_dice_1: 4.6  loss_ce_2: 2.368  loss_mask_2: 6.247  loss_dice_2: 4.608  loss_ce_3: 2.249  loss_mask_3: 6.822  loss_dice_3: 4.63  loss_ce_4: 1.918  loss_mask_4: 10.9  loss_dice_4: 4.634  loss_ce_5: 2.022  loss_mask_5: 7.777  loss_dice_5: 4.641  loss_ce_6: 2.087  loss_mask_6: 7.665  loss_dice_6: 4.615  loss_ce_7: 2.241  loss_mask_7: 5.779  loss_dice_7: 4.643  loss_ce_8: 2.31  loss_mask_8: 5.844  loss_dice_8: 4.633  time: 0.9135  data_time: 0.0319  lr: 9.5952e-06  max_mem: 18287M
[01/28 21:10:40 d2.utils.events]:  eta: 21:42:02  iter: 4059  total_loss: 136.5  loss_ce: 2.893  loss_mask: 4.826  loss_dice: 4.732  loss_ce_0: 1.02  loss_mask_0: 3.34  loss_dice_0: 4.685  loss_ce_1: 2.838  loss_mask_1: 9.423  loss_dice_1: 4.687  loss_ce_2: 3.059  loss_mask_2: 5.633  loss_dice_2: 4.687  loss_ce_3: 2.81  loss_mask_3: 5.523  loss_dice_3: 4.709  loss_ce_4: 2.069  loss_mask_4: 10.2  loss_dice_4: 4.711  loss_ce_5: 1.957  loss_mask_5: 7.75  loss_dice_5: 4.71  loss_ce_6: 2.095  loss_mask_6: 7.489  loss_dice_6: 4.688  loss_ce_7: 2.878  loss_mask_7: 5.708  loss_dice_7: 4.699  loss_ce_8: 2.793  loss_mask_8: 4.99  loss_dice_8: 4.716  time: 0.9136  data_time: 0.0331  lr: 9.5932e-06  max_mem: 18287M
[01/28 21:10:58 d2.utils.events]:  eta: 21:40:47  iter: 4079  total_loss: 129.8  loss_ce: 2.578  loss_mask: 4.759  loss_dice: 4.687  loss_ce_0: 1.036  loss_mask_0: 3.338  loss_dice_0: 4.634  loss_ce_1: 2.765  loss_mask_1: 8.57  loss_dice_1: 4.638  loss_ce_2: 3.024  loss_mask_2: 4.619  loss_dice_2: 4.643  loss_ce_3: 2.601  loss_mask_3: 4.952  loss_dice_3: 4.648  loss_ce_4: 2.042  loss_mask_4: 9.437  loss_dice_4: 4.659  loss_ce_5: 2.013  loss_mask_5: 7.413  loss_dice_5: 4.642  loss_ce_6: 2.012  loss_mask_6: 7.144  loss_dice_6: 4.622  loss_ce_7: 3.01  loss_mask_7: 4.671  loss_dice_7: 4.629  loss_ce_8: 2.57  loss_mask_8: 4.67  loss_dice_8: 4.655  time: 0.9136  data_time: 0.0286  lr: 9.5912e-06  max_mem: 18287M
[01/28 21:11:16 d2.utils.events]:  eta: 21:39:51  iter: 4099  total_loss: 127.9  loss_ce: 2.509  loss_mask: 4.859  loss_dice: 4.702  loss_ce_0: 1.139  loss_mask_0: 3.308  loss_dice_0: 4.657  loss_ce_1: 2.821  loss_mask_1: 8.21  loss_dice_1: 4.661  loss_ce_2: 2.829  loss_mask_2: 3.865  loss_dice_2: 4.686  loss_ce_3: 2.741  loss_mask_3: 4.08  loss_dice_3: 4.684  loss_ce_4: 1.995  loss_mask_4: 8.879  loss_dice_4: 4.692  loss_ce_5: 2.032  loss_mask_5: 7.855  loss_dice_5: 4.68  loss_ce_6: 2.024  loss_mask_6: 7.28  loss_dice_6: 4.655  loss_ce_7: 3.181  loss_mask_7: 4.063  loss_dice_7: 4.661  loss_ce_8: 2.56  loss_mask_8: 4.84  loss_dice_8: 4.683  time: 0.9135  data_time: 0.0302  lr: 9.5892e-06  max_mem: 18287M
[01/28 21:11:35 d2.utils.events]:  eta: 21:40:58  iter: 4119  total_loss: 126.9  loss_ce: 2.432  loss_mask: 4.959  loss_dice: 4.702  loss_ce_0: 1.144  loss_mask_0: 3.283  loss_dice_0: 4.664  loss_ce_1: 2.839  loss_mask_1: 8.14  loss_dice_1: 4.667  loss_ce_2: 2.787  loss_mask_2: 3.468  loss_dice_2: 4.696  loss_ce_3: 2.529  loss_mask_3: 3.815  loss_dice_3: 4.682  loss_ce_4: 1.955  loss_mask_4: 8.574  loss_dice_4: 4.673  loss_ce_5: 1.97  loss_mask_5: 8.021  loss_dice_5: 4.658  loss_ce_6: 1.914  loss_mask_6: 7.319  loss_dice_6: 4.65  loss_ce_7: 3.009  loss_mask_7: 4.201  loss_dice_7: 4.668  loss_ce_8: 2.51  loss_mask_8: 5.305  loss_dice_8: 4.678  time: 0.9136  data_time: 0.0294  lr: 9.5871e-06  max_mem: 18287M
[01/28 21:11:53 d2.utils.events]:  eta: 21:41:17  iter: 4139  total_loss: 127.6  loss_ce: 2.467  loss_mask: 5.081  loss_dice: 4.699  loss_ce_0: 1.282  loss_mask_0: 3.322  loss_dice_0: 4.657  loss_ce_1: 2.926  loss_mask_1: 8.281  loss_dice_1: 4.668  loss_ce_2: 2.751  loss_mask_2: 3.246  loss_dice_2: 4.69  loss_ce_3: 2.517  loss_mask_3: 3.945  loss_dice_3: 4.692  loss_ce_4: 1.999  loss_mask_4: 8.455  loss_dice_4: 4.683  loss_ce_5: 2.005  loss_mask_5: 8.116  loss_dice_5: 4.669  loss_ce_6: 1.917  loss_mask_6: 7.298  loss_dice_6: 4.654  loss_ce_7: 2.544  loss_mask_7: 4.391  loss_dice_7: 4.69  loss_ce_8: 2.513  loss_mask_8: 5.695  loss_dice_8: 4.684  time: 0.9136  data_time: 0.0301  lr: 9.5851e-06  max_mem: 18287M
[01/28 21:12:12 d2.utils.events]:  eta: 21:41:33  iter: 4159  total_loss: 130.5  loss_ce: 2.51  loss_mask: 5.042  loss_dice: 4.703  loss_ce_0: 1.319  loss_mask_0: 3.23  loss_dice_0: 4.669  loss_ce_1: 2.934  loss_mask_1: 8.597  loss_dice_1: 4.677  loss_ce_2: 2.794  loss_mask_2: 3.225  loss_dice_2: 4.713  loss_ce_3: 2.419  loss_mask_3: 5.314  loss_dice_3: 4.698  loss_ce_4: 1.988  loss_mask_4: 9.12  loss_dice_4: 4.694  loss_ce_5: 1.967  loss_mask_5: 8.536  loss_dice_5: 4.679  loss_ce_6: 1.892  loss_mask_6: 7.479  loss_dice_6: 4.664  loss_ce_7: 2.269  loss_mask_7: 5.256  loss_dice_7: 4.696  loss_ce_8: 2.584  loss_mask_8: 6.243  loss_dice_8: 4.691  time: 0.9136  data_time: 0.0339  lr: 9.5831e-06  max_mem: 18287M
[01/28 21:12:30 d2.utils.events]:  eta: 21:42:33  iter: 4179  total_loss: 133.3  loss_ce: 2.549  loss_mask: 5.08  loss_dice: 4.7  loss_ce_0: 1.247  loss_mask_0: 3.26  loss_dice_0: 4.669  loss_ce_1: 2.849  loss_mask_1: 8.794  loss_dice_1: 4.681  loss_ce_2: 2.696  loss_mask_2: 3.373  loss_dice_2: 4.714  loss_ce_3: 2.25  loss_mask_3: 5.945  loss_dice_3: 4.696  loss_ce_4: 1.946  loss_mask_4: 9.623  loss_dice_4: 4.692  loss_ce_5: 1.904  loss_mask_5: 8.702  loss_dice_5: 4.675  loss_ce_6: 1.852  loss_mask_6: 7.722  loss_dice_6: 4.664  loss_ce_7: 2.282  loss_mask_7: 5.638  loss_dice_7: 4.693  loss_ce_8: 2.533  loss_mask_8: 6.64  loss_dice_8: 4.69  time: 0.9136  data_time: 0.0316  lr: 9.5811e-06  max_mem: 18287M
[01/28 21:12:49 d2.utils.events]:  eta: 21:42:28  iter: 4199  total_loss: 135.3  loss_ce: 2.603  loss_mask: 5.333  loss_dice: 4.692  loss_ce_0: 1.323  loss_mask_0: 3.327  loss_dice_0: 4.652  loss_ce_1: 2.827  loss_mask_1: 8.932  loss_dice_1: 4.655  loss_ce_2: 2.649  loss_mask_2: 3.66  loss_dice_2: 4.706  loss_ce_3: 2.209  loss_mask_3: 5.854  loss_dice_3: 4.686  loss_ce_4: 1.936  loss_mask_4: 9.741  loss_dice_4: 4.667  loss_ce_5: 1.885  loss_mask_5: 8.692  loss_dice_5: 4.65  loss_ce_6: 1.856  loss_mask_6: 7.921  loss_dice_6: 4.637  loss_ce_7: 2.198  loss_mask_7: 5.807  loss_dice_7: 4.676  loss_ce_8: 2.536  loss_mask_8: 7.031  loss_dice_8: 4.666  time: 0.9137  data_time: 0.0282  lr: 9.5791e-06  max_mem: 18287M
[01/28 21:13:07 d2.utils.events]:  eta: 21:42:17  iter: 4219  total_loss: 135.8  loss_ce: 2.667  loss_mask: 5.436  loss_dice: 4.702  loss_ce_0: 1.31  loss_mask_0: 3.248  loss_dice_0: 4.666  loss_ce_1: 2.807  loss_mask_1: 8.924  loss_dice_1: 4.682  loss_ce_2: 2.591  loss_mask_2: 3.901  loss_dice_2: 4.729  loss_ce_3: 2.153  loss_mask_3: 5.727  loss_dice_3: 4.699  loss_ce_4: 1.897  loss_mask_4: 9.946  loss_dice_4: 4.685  loss_ce_5: 1.853  loss_mask_5: 9.18  loss_dice_5: 4.672  loss_ce_6: 1.829  loss_mask_6: 8.046  loss_dice_6: 4.663  loss_ce_7: 2.139  loss_mask_7: 5.711  loss_dice_7: 4.695  loss_ce_8: 2.533  loss_mask_8: 7.282  loss_dice_8: 4.685  time: 0.9137  data_time: 0.0362  lr: 9.5771e-06  max_mem: 18287M
[01/28 21:13:26 d2.utils.events]:  eta: 21:41:59  iter: 4239  total_loss: 135.2  loss_ce: 2.73  loss_mask: 5.525  loss_dice: 4.695  loss_ce_0: 1.338  loss_mask_0: 3.3  loss_dice_0: 4.651  loss_ce_1: 2.721  loss_mask_1: 8.844  loss_dice_1: 4.669  loss_ce_2: 2.574  loss_mask_2: 4.276  loss_dice_2: 4.721  loss_ce_3: 2.123  loss_mask_3: 5.424  loss_dice_3: 4.679  loss_ce_4: 1.905  loss_mask_4: 9.624  loss_dice_4: 4.656  loss_ce_5: 1.876  loss_mask_5: 8.996  loss_dice_5: 4.643  loss_ce_6: 1.867  loss_mask_6: 7.926  loss_dice_6: 4.635  loss_ce_7: 2.13  loss_mask_7: 5.61  loss_dice_7: 4.662  loss_ce_8: 2.555  loss_mask_8: 7.362  loss_dice_8: 4.665  time: 0.9138  data_time: 0.0267  lr: 9.5751e-06  max_mem: 18287M
[01/28 21:13:44 d2.utils.events]:  eta: 21:40:53  iter: 4259  total_loss: 133.8  loss_ce: 2.696  loss_mask: 5.283  loss_dice: 4.706  loss_ce_0: 1.308  loss_mask_0: 3.193  loss_dice_0: 4.663  loss_ce_1: 2.667  loss_mask_1: 8.655  loss_dice_1: 4.682  loss_ce_2: 2.525  loss_mask_2: 4.531  loss_dice_2: 4.725  loss_ce_3: 2.051  loss_mask_3: 5.289  loss_dice_3: 4.688  loss_ce_4: 1.848  loss_mask_4: 9.514  loss_dice_4: 4.677  loss_ce_5: 1.817  loss_mask_5: 9.027  loss_dice_5: 4.666  loss_ce_6: 1.797  loss_mask_6: 7.822  loss_dice_6: 4.656  loss_ce_7: 2.015  loss_mask_7: 5.151  loss_dice_7: 4.687  loss_ce_8: 2.5  loss_mask_8: 7.429  loss_dice_8: 4.674  time: 0.9138  data_time: 0.0261  lr: 9.5731e-06  max_mem: 18287M
[01/28 21:14:02 d2.utils.events]:  eta: 21:40:00  iter: 4279  total_loss: 133.8  loss_ce: 2.681  loss_mask: 5.141  loss_dice: 4.714  loss_ce_0: 1.424  loss_mask_0: 3.286  loss_dice_0: 4.666  loss_ce_1: 2.724  loss_mask_1: 8.601  loss_dice_1: 4.688  loss_ce_2: 2.593  loss_mask_2: 4.621  loss_dice_2: 4.731  loss_ce_3: 2.08  loss_mask_3: 5.239  loss_dice_3: 4.697  loss_ce_4: 1.881  loss_mask_4: 9.513  loss_dice_4: 4.679  loss_ce_5: 1.87  loss_mask_5: 8.963  loss_dice_5: 4.671  loss_ce_6: 1.831  loss_mask_6: 7.822  loss_dice_6: 4.663  loss_ce_7: 2.052  loss_mask_7: 4.582  loss_dice_7: 4.689  loss_ce_8: 2.554  loss_mask_8: 7.429  loss_dice_8: 4.688  time: 0.9137  data_time: 0.0320  lr: 9.5711e-06  max_mem: 18287M
[01/28 21:14:21 d2.utils.events]:  eta: 21:39:41  iter: 4299  total_loss: 131.7  loss_ce: 2.56  loss_mask: 5.233  loss_dice: 4.707  loss_ce_0: 1.341  loss_mask_0: 3.213  loss_dice_0: 4.652  loss_ce_1: 2.621  loss_mask_1: 8.619  loss_dice_1: 4.677  loss_ce_2: 2.492  loss_mask_2: 4.659  loss_dice_2: 4.712  loss_ce_3: 2.002  loss_mask_3: 4.989  loss_dice_3: 4.688  loss_ce_4: 1.845  loss_mask_4: 9.376  loss_dice_4: 4.665  loss_ce_5: 1.857  loss_mask_5: 8.642  loss_dice_5: 4.657  loss_ce_6: 1.816  loss_mask_6: 7.669  loss_dice_6: 4.647  loss_ce_7: 1.978  loss_mask_7: 4.019  loss_dice_7: 4.677  loss_ce_8: 2.43  loss_mask_8: 7.21  loss_dice_8: 4.674  time: 0.9137  data_time: 0.0302  lr: 9.5691e-06  max_mem: 18287M
[01/28 21:14:39 d2.utils.events]:  eta: 21:39:37  iter: 4319  total_loss: 130.1  loss_ce: 2.402  loss_mask: 4.971  loss_dice: 4.71  loss_ce_0: 1.312  loss_mask_0: 3.257  loss_dice_0: 4.658  loss_ce_1: 2.628  loss_mask_1: 8.492  loss_dice_1: 4.68  loss_ce_2: 2.529  loss_mask_2: 4.787  loss_dice_2: 4.704  loss_ce_3: 1.958  loss_mask_3: 4.86  loss_dice_3: 4.686  loss_ce_4: 1.842  loss_mask_4: 9.494  loss_dice_4: 4.667  loss_ce_5: 1.859  loss_mask_5: 8.561  loss_dice_5: 4.664  loss_ce_6: 1.838  loss_mask_6: 7.523  loss_dice_6: 4.655  loss_ce_7: 2  loss_mask_7: 3.74  loss_dice_7: 4.691  loss_ce_8: 2.441  loss_mask_8: 7.144  loss_dice_8: 4.678  time: 0.9137  data_time: 0.0311  lr: 9.567e-06  max_mem: 18287M
[01/28 21:14:57 d2.utils.events]:  eta: 21:39:19  iter: 4339  total_loss: 129.3  loss_ce: 2.29  loss_mask: 4.953  loss_dice: 4.702  loss_ce_0: 1.248  loss_mask_0: 3.269  loss_dice_0: 4.639  loss_ce_1: 2.572  loss_mask_1: 8.699  loss_dice_1: 4.662  loss_ce_2: 2.484  loss_mask_2: 4.808  loss_dice_2: 4.693  loss_ce_3: 1.934  loss_mask_3: 4.647  loss_dice_3: 4.676  loss_ce_4: 1.824  loss_mask_4: 9.368  loss_dice_4: 4.647  loss_ce_5: 1.831  loss_mask_5: 8.497  loss_dice_5: 4.645  loss_ce_6: 1.822  loss_mask_6: 7.427  loss_dice_6: 4.636  loss_ce_7: 1.964  loss_mask_7: 3.682  loss_dice_7: 4.68  loss_ce_8: 2.403  loss_mask_8: 7.085  loss_dice_8: 4.664  time: 0.9136  data_time: 0.0260  lr: 9.565e-06  max_mem: 18287M
[01/28 21:15:15 d2.utils.events]:  eta: 21:39:14  iter: 4359  total_loss: 129  loss_ce: 2.29  loss_mask: 4.949  loss_dice: 4.713  loss_ce_0: 1.296  loss_mask_0: 3.206  loss_dice_0: 4.657  loss_ce_1: 2.504  loss_mask_1: 8.905  loss_dice_1: 4.676  loss_ce_2: 2.525  loss_mask_2: 4.608  loss_dice_2: 4.706  loss_ce_3: 1.915  loss_mask_3: 4.504  loss_dice_3: 4.688  loss_ce_4: 1.812  loss_mask_4: 9.259  loss_dice_4: 4.664  loss_ce_5: 1.827  loss_mask_5: 8.482  loss_dice_5: 4.662  loss_ce_6: 1.818  loss_mask_6: 7.302  loss_dice_6: 4.656  loss_ce_7: 1.971  loss_mask_7: 3.738  loss_dice_7: 4.704  loss_ce_8: 2.43  loss_mask_8: 6.957  loss_dice_8: 4.676  time: 0.9136  data_time: 0.0278  lr: 9.563e-06  max_mem: 18287M
[01/28 21:15:34 d2.utils.events]:  eta: 21:38:42  iter: 4379  total_loss: 129.5  loss_ce: 2.289  loss_mask: 4.99  loss_dice: 4.729  loss_ce_0: 1.284  loss_mask_0: 3.237  loss_dice_0: 4.677  loss_ce_1: 2.432  loss_mask_1: 9.266  loss_dice_1: 4.691  loss_ce_2: 2.464  loss_mask_2: 4.444  loss_dice_2: 4.721  loss_ce_3: 1.93  loss_mask_3: 4.363  loss_dice_3: 4.705  loss_ce_4: 1.804  loss_mask_4: 9.164  loss_dice_4: 4.682  loss_ce_5: 1.839  loss_mask_5: 8.559  loss_dice_5: 4.68  loss_ce_6: 1.821  loss_mask_6: 7.097  loss_dice_6: 4.674  loss_ce_7: 1.972  loss_mask_7: 4.05  loss_dice_7: 4.711  loss_ce_8: 2.391  loss_mask_8: 6.992  loss_dice_8: 4.692  time: 0.9136  data_time: 0.0273  lr: 9.561e-06  max_mem: 18287M
[01/28 21:15:52 d2.utils.events]:  eta: 21:38:40  iter: 4399  total_loss: 128.9  loss_ce: 2.285  loss_mask: 5.04  loss_dice: 4.704  loss_ce_0: 1.269  loss_mask_0: 3.238  loss_dice_0: 4.654  loss_ce_1: 2.277  loss_mask_1: 9.359  loss_dice_1: 4.662  loss_ce_2: 2.424  loss_mask_2: 4.374  loss_dice_2: 4.691  loss_ce_3: 1.917  loss_mask_3: 4.27  loss_dice_3: 4.681  loss_ce_4: 1.772  loss_mask_4: 8.966  loss_dice_4: 4.652  loss_ce_5: 1.817  loss_mask_5: 8.56  loss_dice_5: 4.65  loss_ce_6: 1.803  loss_mask_6: 7.017  loss_dice_6: 4.643  loss_ce_7: 1.945  loss_mask_7: 4.339  loss_dice_7: 4.697  loss_ce_8: 2.291  loss_mask_8: 7.028  loss_dice_8: 4.666  time: 0.9136  data_time: 0.0268  lr: 9.559e-06  max_mem: 18287M
[01/28 21:16:11 d2.utils.events]:  eta: 21:39:55  iter: 4419  total_loss: 130.5  loss_ce: 2.268  loss_mask: 5.134  loss_dice: 4.666  loss_ce_0: 1.301  loss_mask_0: 3.24  loss_dice_0: 4.612  loss_ce_1: 2.252  loss_mask_1: 9.443  loss_dice_1: 4.625  loss_ce_2: 2.431  loss_mask_2: 4.385  loss_dice_2: 4.662  loss_ce_3: 1.917  loss_mask_3: 4.295  loss_dice_3: 4.652  loss_ce_4: 1.762  loss_mask_4: 9.182  loss_dice_4: 4.62  loss_ce_5: 1.821  loss_mask_5: 8.854  loss_dice_5: 4.619  loss_ce_6: 1.814  loss_mask_6: 7.122  loss_dice_6: 4.615  loss_ce_7: 1.945  loss_mask_7: 4.839  loss_dice_7: 4.647  loss_ce_8: 2.302  loss_mask_8: 7.33  loss_dice_8: 4.631  time: 0.9137  data_time: 0.0323  lr: 9.557e-06  max_mem: 18287M
[01/28 21:16:29 d2.utils.events]:  eta: 21:40:01  iter: 4439  total_loss: 132.8  loss_ce: 2.254  loss_mask: 5.236  loss_dice: 4.708  loss_ce_0: 1.382  loss_mask_0: 3.223  loss_dice_0: 4.66  loss_ce_1: 2.242  loss_mask_1: 9.65  loss_dice_1: 4.67  loss_ce_2: 2.427  loss_mask_2: 4.718  loss_dice_2: 4.687  loss_ce_3: 1.924  loss_mask_3: 4.489  loss_dice_3: 4.677  loss_ce_4: 1.762  loss_mask_4: 9.45  loss_dice_4: 4.663  loss_ce_5: 1.827  loss_mask_5: 9.22  loss_dice_5: 4.661  loss_ce_6: 1.821  loss_mask_6: 7.388  loss_dice_6: 4.655  loss_ce_7: 1.958  loss_mask_7: 5.229  loss_dice_7: 4.691  loss_ce_8: 2.322  loss_mask_8: 7.426  loss_dice_8: 4.673  time: 0.9137  data_time: 0.0317  lr: 9.555e-06  max_mem: 18287M
[01/28 21:16:47 d2.utils.events]:  eta: 21:39:43  iter: 4459  total_loss: 135  loss_ce: 2.253  loss_mask: 5.243  loss_dice: 4.714  loss_ce_0: 1.273  loss_mask_0: 3.209  loss_dice_0: 4.665  loss_ce_1: 2.207  loss_mask_1: 9.702  loss_dice_1: 4.671  loss_ce_2: 2.446  loss_mask_2: 4.973  loss_dice_2: 4.692  loss_ce_3: 1.883  loss_mask_3: 4.998  loss_dice_3: 4.669  loss_ce_4: 1.701  loss_mask_4: 9.665  loss_dice_4: 4.662  loss_ce_5: 1.809  loss_mask_5: 9.491  loss_dice_5: 4.66  loss_ce_6: 1.76  loss_mask_6: 7.668  loss_dice_6: 4.654  loss_ce_7: 1.974  loss_mask_7: 5.698  loss_dice_7: 4.685  loss_ce_8: 2.298  loss_mask_8: 7.663  loss_dice_8: 4.673  time: 0.9137  data_time: 0.0316  lr: 9.553e-06  max_mem: 18287M
[01/28 21:17:06 d2.utils.events]:  eta: 21:39:34  iter: 4479  total_loss: 136.9  loss_ce: 2.26  loss_mask: 5.284  loss_dice: 4.719  loss_ce_0: 1.412  loss_mask_0: 3.217  loss_dice_0: 4.658  loss_ce_1: 2.222  loss_mask_1: 9.696  loss_dice_1: 4.672  loss_ce_2: 2.4  loss_mask_2: 5.158  loss_dice_2: 4.697  loss_ce_3: 1.936  loss_mask_3: 5.637  loss_dice_3: 4.66  loss_ce_4: 1.738  loss_mask_4: 9.789  loss_dice_4: 4.658  loss_ce_5: 1.923  loss_mask_5: 9.6  loss_dice_5: 4.657  loss_ce_6: 1.787  loss_mask_6: 7.88  loss_dice_6: 4.649  loss_ce_7: 1.966  loss_mask_7: 6.271  loss_dice_7: 4.682  loss_ce_8: 2.265  loss_mask_8: 7.789  loss_dice_8: 4.672  time: 0.9137  data_time: 0.0272  lr: 9.551e-06  max_mem: 18287M
[01/28 21:17:24 d2.utils.events]:  eta: 21:39:32  iter: 4499  total_loss: 137.4  loss_ce: 2.242  loss_mask: 5.238  loss_dice: 4.695  loss_ce_0: 1.282  loss_mask_0: 3.204  loss_dice_0: 4.645  loss_ce_1: 2.184  loss_mask_1: 9.591  loss_dice_1: 4.645  loss_ce_2: 2.438  loss_mask_2: 5.338  loss_dice_2: 4.662  loss_ce_3: 1.892  loss_mask_3: 6.137  loss_dice_3: 4.637  loss_ce_4: 1.672  loss_mask_4: 9.947  loss_dice_4: 4.637  loss_ce_5: 2.022  loss_mask_5: 9.532  loss_dice_5: 4.637  loss_ce_6: 1.725  loss_mask_6: 8.09  loss_dice_6: 4.63  loss_ce_7: 1.959  loss_mask_7: 6.74  loss_dice_7: 4.651  loss_ce_8: 2.291  loss_mask_8: 7.526  loss_dice_8: 4.65  time: 0.9137  data_time: 0.0351  lr: 9.549e-06  max_mem: 18287M
[01/28 21:17:42 d2.utils.events]:  eta: 21:39:14  iter: 4519  total_loss: 135.6  loss_ce: 2.256  loss_mask: 5.099  loss_dice: 4.728  loss_ce_0: 1.299  loss_mask_0: 3.111  loss_dice_0: 4.652  loss_ce_1: 2.205  loss_mask_1: 9.262  loss_dice_1: 4.668  loss_ce_2: 2.434  loss_mask_2: 5.397  loss_dice_2: 4.688  loss_ce_3: 1.915  loss_mask_3: 6.243  loss_dice_3: 4.637  loss_ce_4: 1.699  loss_mask_4: 9.436  loss_dice_4: 4.64  loss_ce_5: 2.214  loss_mask_5: 9.076  loss_dice_5: 4.637  loss_ce_6: 1.728  loss_mask_6: 8.259  loss_dice_6: 4.629  loss_ce_7: 1.973  loss_mask_7: 6.739  loss_dice_7: 4.654  loss_ce_8: 2.348  loss_mask_8: 6.943  loss_dice_8: 4.678  time: 0.9137  data_time: 0.0278  lr: 9.5469e-06  max_mem: 18287M
[01/28 21:18:01 d2.utils.events]:  eta: 21:38:55  iter: 4539  total_loss: 122.1  loss_ce: 2.149  loss_mask: 3.516  loss_dice: 4.736  loss_ce_0: 1.268  loss_mask_0: 2.473  loss_dice_0: 4.667  loss_ce_1: 2.123  loss_mask_1: 5.141  loss_dice_1: 4.706  loss_ce_2: 2.336  loss_mask_2: 2.715  loss_dice_2: 4.728  loss_ce_3: 1.982  loss_mask_3: 5.194  loss_dice_3: 4.668  loss_ce_4: 1.71  loss_mask_4: 8.029  loss_dice_4: 4.678  loss_ce_5: 1.368  loss_mask_5: 8.449  loss_dice_5: 4.677  loss_ce_6: 1.728  loss_mask_6: 8.788  loss_dice_6: 4.666  loss_ce_7: 1.935  loss_mask_7: 6.807  loss_dice_7: 4.682  loss_ce_8: 2.219  loss_mask_8: 5.114  loss_dice_8: 4.701  time: 0.9136  data_time: 0.0283  lr: 9.5449e-06  max_mem: 18287M
[01/28 21:18:19 d2.utils.events]:  eta: 21:39:19  iter: 4559  total_loss: 121.8  loss_ce: 2.042  loss_mask: 3.491  loss_dice: 4.726  loss_ce_0: 1.187  loss_mask_0: 2.403  loss_dice_0: 4.657  loss_ce_1: 2.208  loss_mask_1: 4.888  loss_dice_1: 4.689  loss_ce_2: 2.369  loss_mask_2: 2.702  loss_dice_2: 4.712  loss_ce_3: 1.97  loss_mask_3: 5.213  loss_dice_3: 4.656  loss_ce_4: 1.713  loss_mask_4: 7.866  loss_dice_4: 4.656  loss_ce_5: 1.499  loss_mask_5: 8.313  loss_dice_5: 4.656  loss_ce_6: 1.76  loss_mask_6: 8.761  loss_dice_6: 4.647  loss_ce_7: 1.905  loss_mask_7: 7.295  loss_dice_7: 4.653  loss_ce_8: 2.262  loss_mask_8: 5.166  loss_dice_8: 4.684  time: 0.9136  data_time: 0.0344  lr: 9.5429e-06  max_mem: 18287M
[01/28 21:18:37 d2.utils.events]:  eta: 21:38:44  iter: 4579  total_loss: 122  loss_ce: 2.024  loss_mask: 3.451  loss_dice: 4.72  loss_ce_0: 1.277  loss_mask_0: 2.455  loss_dice_0: 4.663  loss_ce_1: 2.209  loss_mask_1: 4.718  loss_dice_1: 4.692  loss_ce_2: 2.391  loss_mask_2: 2.774  loss_dice_2: 4.714  loss_ce_3: 2.026  loss_mask_3: 5.281  loss_dice_3: 4.655  loss_ce_4: 1.715  loss_mask_4: 7.68  loss_dice_4: 4.665  loss_ce_5: 1.711  loss_mask_5: 8.295  loss_dice_5: 4.663  loss_ce_6: 1.758  loss_mask_6: 8.699  loss_dice_6: 4.65  loss_ce_7: 1.927  loss_mask_7: 7.438  loss_dice_7: 4.657  loss_ce_8: 2.227  loss_mask_8: 5.393  loss_dice_8: 4.679  time: 0.9136  data_time: 0.0293  lr: 9.5409e-06  max_mem: 18287M
[01/28 21:18:56 d2.utils.events]:  eta: 21:38:07  iter: 4599  total_loss: 122.1  loss_ce: 2.022  loss_mask: 3.452  loss_dice: 4.732  loss_ce_0: 1.312  loss_mask_0: 2.455  loss_dice_0: 4.67  loss_ce_1: 2.174  loss_mask_1: 4.561  loss_dice_1: 4.706  loss_ce_2: 2.476  loss_mask_2: 2.787  loss_dice_2: 4.721  loss_ce_3: 2.103  loss_mask_3: 5.3  loss_dice_3: 4.674  loss_ce_4: 1.707  loss_mask_4: 7.511  loss_dice_4: 4.678  loss_ce_5: 1.817  loss_mask_5: 7.991  loss_dice_5: 4.677  loss_ce_6: 1.765  loss_mask_6: 8.41  loss_dice_6: 4.667  loss_ce_7: 1.951  loss_mask_7: 7.712  loss_dice_7: 4.672  loss_ce_8: 2.25  loss_mask_8: 5.427  loss_dice_8: 4.697  time: 0.9136  data_time: 0.0292  lr: 9.5389e-06  max_mem: 18287M
[01/28 21:19:14 d2.utils.events]:  eta: 21:38:36  iter: 4619  total_loss: 121.4  loss_ce: 2.025  loss_mask: 3.487  loss_dice: 4.72  loss_ce_0: 1.228  loss_mask_0: 2.445  loss_dice_0: 4.655  loss_ce_1: 2.15  loss_mask_1: 4.505  loss_dice_1: 4.687  loss_ce_2: 2.403  loss_mask_2: 2.818  loss_dice_2: 4.708  loss_ce_3: 2.131  loss_mask_3: 5.436  loss_dice_3: 4.652  loss_ce_4: 1.688  loss_mask_4: 7.499  loss_dice_4: 4.645  loss_ce_5: 1.771  loss_mask_5: 7.855  loss_dice_5: 4.647  loss_ce_6: 1.734  loss_mask_6: 8.277  loss_dice_6: 4.634  loss_ce_7: 1.89  loss_mask_7: 7.624  loss_dice_7: 4.638  loss_ce_8: 2.201  loss_mask_8: 5.546  loss_dice_8: 4.67  time: 0.9136  data_time: 0.0265  lr: 9.5369e-06  max_mem: 18287M
[01/28 21:19:32 d2.utils.events]:  eta: 21:38:13  iter: 4639  total_loss: 121.4  loss_ce: 2.012  loss_mask: 3.435  loss_dice: 4.717  loss_ce_0: 1.336  loss_mask_0: 2.451  loss_dice_0: 4.655  loss_ce_1: 2.153  loss_mask_1: 4.412  loss_dice_1: 4.696  loss_ce_2: 2.443  loss_mask_2: 2.802  loss_dice_2: 4.712  loss_ce_3: 2.214  loss_mask_3: 5.4  loss_dice_3: 4.662  loss_ce_4: 1.703  loss_mask_4: 7.45  loss_dice_4: 4.66  loss_ce_5: 1.749  loss_mask_5: 7.674  loss_dice_5: 4.662  loss_ce_6: 1.755  loss_mask_6: 8.323  loss_dice_6: 4.647  loss_ce_7: 1.937  loss_mask_7: 7.48  loss_dice_7: 4.651  loss_ce_8: 2.209  loss_mask_8: 5.495  loss_dice_8: 4.674  time: 0.9136  data_time: 0.0261  lr: 9.5349e-06  max_mem: 18287M
[01/28 21:19:51 d2.utils.events]:  eta: 21:38:12  iter: 4659  total_loss: 119.6  loss_ce: 1.953  loss_mask: 3.4  loss_dice: 4.721  loss_ce_0: 1.308  loss_mask_0: 2.417  loss_dice_0: 4.66  loss_ce_1: 2.103  loss_mask_1: 4.282  loss_dice_1: 4.693  loss_ce_2: 2.409  loss_mask_2: 2.72  loss_dice_2: 4.709  loss_ce_3: 2.21  loss_mask_3: 5.101  loss_dice_3: 4.655  loss_ce_4: 1.653  loss_mask_4: 7.34  loss_dice_4: 4.648  loss_ce_5: 1.68  loss_mask_5: 7.459  loss_dice_5: 4.652  loss_ce_6: 1.699  loss_mask_6: 8.237  loss_dice_6: 4.638  loss_ce_7: 1.898  loss_mask_7: 7.151  loss_dice_7: 4.639  loss_ce_8: 2.148  loss_mask_8: 5.533  loss_dice_8: 4.679  time: 0.9137  data_time: 0.0342  lr: 9.5329e-06  max_mem: 18287M
[01/28 21:20:09 d2.utils.events]:  eta: 21:38:05  iter: 4679  total_loss: 118  loss_ce: 1.936  loss_mask: 3.419  loss_dice: 4.709  loss_ce_0: 1.369  loss_mask_0: 2.412  loss_dice_0: 4.642  loss_ce_1: 2.132  loss_mask_1: 4.182  loss_dice_1: 4.685  loss_ce_2: 2.43  loss_mask_2: 2.612  loss_dice_2: 4.713  loss_ce_3: 2.176  loss_mask_3: 4.941  loss_dice_3: 4.653  loss_ce_4: 1.687  loss_mask_4: 7.326  loss_dice_4: 4.645  loss_ce_5: 1.676  loss_mask_5: 7.306  loss_dice_5: 4.648  loss_ce_6: 1.715  loss_mask_6: 8.115  loss_dice_6: 4.637  loss_ce_7: 1.956  loss_mask_7: 6.318  loss_dice_7: 4.638  loss_ce_8: 2.163  loss_mask_8: 5.711  loss_dice_8: 4.665  time: 0.9137  data_time: 0.0271  lr: 9.5309e-06  max_mem: 18287M
[01/28 21:20:28 d2.utils.events]:  eta: 21:37:35  iter: 4699  total_loss: 117.6  loss_ce: 1.9  loss_mask: 3.471  loss_dice: 4.724  loss_ce_0: 1.333  loss_mask_0: 2.381  loss_dice_0: 4.661  loss_ce_1: 2.084  loss_mask_1: 4.186  loss_dice_1: 4.704  loss_ce_2: 2.427  loss_mask_2: 2.44  loss_dice_2: 4.735  loss_ce_3: 2.2  loss_mask_3: 4.897  loss_dice_3: 4.667  loss_ce_4: 1.676  loss_mask_4: 7.275  loss_dice_4: 4.658  loss_ce_5: 1.652  loss_mask_5: 7.086  loss_dice_5: 4.663  loss_ce_6: 1.696  loss_mask_6: 7.909  loss_dice_6: 4.646  loss_ce_7: 1.933  loss_mask_7: 5.945  loss_dice_7: 4.65  loss_ce_8: 2.201  loss_mask_8: 5.78  loss_dice_8: 4.677  time: 0.9136  data_time: 0.0343  lr: 9.5288e-06  max_mem: 18287M
[01/28 21:20:46 d2.utils.events]:  eta: 21:37:42  iter: 4719  total_loss: 116.4  loss_ce: 1.878  loss_mask: 3.547  loss_dice: 4.739  loss_ce_0: 1.436  loss_mask_0: 2.4  loss_dice_0: 4.68  loss_ce_1: 2.118  loss_mask_1: 4.162  loss_dice_1: 4.72  loss_ce_2: 2.433  loss_mask_2: 2.333  loss_dice_2: 4.761  loss_ce_3: 2.126  loss_mask_3: 5.052  loss_dice_3: 4.682  loss_ce_4: 1.689  loss_mask_4: 7.273  loss_dice_4: 4.673  loss_ce_5: 1.656  loss_mask_5: 6.754  loss_dice_5: 4.682  loss_ce_6: 1.699  loss_mask_6: 7.735  loss_dice_6: 4.662  loss_ce_7: 1.965  loss_mask_7: 5.611  loss_dice_7: 4.667  loss_ce_8: 2.274  loss_mask_8: 5.724  loss_dice_8: 4.7  time: 0.9137  data_time: 0.0330  lr: 9.5268e-06  max_mem: 18287M
[01/28 21:21:04 d2.utils.events]:  eta: 21:37:26  iter: 4739  total_loss: 115.8  loss_ce: 1.802  loss_mask: 3.55  loss_dice: 4.687  loss_ce_0: 1.339  loss_mask_0: 2.367  loss_dice_0: 4.635  loss_ce_1: 2.047  loss_mask_1: 4.123  loss_dice_1: 4.668  loss_ce_2: 2.401  loss_mask_2: 2.314  loss_dice_2: 4.714  loss_ce_3: 2.077  loss_mask_3: 5.535  loss_dice_3: 4.622  loss_ce_4: 1.596  loss_mask_4: 7.24  loss_dice_4: 4.63  loss_ce_5: 1.568  loss_mask_5: 6.633  loss_dice_5: 4.634  loss_ce_6: 1.619  loss_mask_6: 7.656  loss_dice_6: 4.614  loss_ce_7: 1.919  loss_mask_7: 5.44  loss_dice_7: 4.616  loss_ce_8: 2.254  loss_mask_8: 5.501  loss_dice_8: 4.643  time: 0.9137  data_time: 0.0278  lr: 9.5248e-06  max_mem: 18287M
[01/28 21:21:23 d2.utils.events]:  eta: 21:37:06  iter: 4759  total_loss: 116.3  loss_ce: 1.821  loss_mask: 3.564  loss_dice: 4.715  loss_ce_0: 1.509  loss_mask_0: 2.394  loss_dice_0: 4.664  loss_ce_1: 2.059  loss_mask_1: 4.059  loss_dice_1: 4.701  loss_ce_2: 2.426  loss_mask_2: 2.399  loss_dice_2: 4.74  loss_ce_3: 2.047  loss_mask_3: 5.957  loss_dice_3: 4.664  loss_ce_4: 1.638  loss_mask_4: 7.23  loss_dice_4: 4.665  loss_ce_5: 1.61  loss_mask_5: 6.489  loss_dice_5: 4.669  loss_ce_6: 1.673  loss_mask_6: 7.47  loss_dice_6: 4.658  loss_ce_7: 1.957  loss_mask_7: 5.638  loss_dice_7: 4.656  loss_ce_8: 2.328  loss_mask_8: 5.236  loss_dice_8: 4.675  time: 0.9137  data_time: 0.0314  lr: 9.5228e-06  max_mem: 18287M
[01/28 21:21:41 d2.utils.events]:  eta: 21:36:44  iter: 4779  total_loss: 115.1  loss_ce: 1.718  loss_mask: 3.622  loss_dice: 4.696  loss_ce_0: 1.329  loss_mask_0: 2.373  loss_dice_0: 4.631  loss_ce_1: 1.998  loss_mask_1: 4.039  loss_dice_1: 4.681  loss_ce_2: 2.364  loss_mask_2: 2.508  loss_dice_2: 4.718  loss_ce_3: 1.981  loss_mask_3: 6.004  loss_dice_3: 4.628  loss_ce_4: 1.523  loss_mask_4: 7.224  loss_dice_4: 4.638  loss_ce_5: 1.495  loss_mask_5: 6.543  loss_dice_5: 4.644  loss_ce_6: 1.57  loss_mask_6: 7.261  loss_dice_6: 4.625  loss_ce_7: 1.901  loss_mask_7: 5.628  loss_dice_7: 4.62  loss_ce_8: 2.231  loss_mask_8: 5.079  loss_dice_8: 4.649  time: 0.9137  data_time: 0.0268  lr: 9.5208e-06  max_mem: 18287M
[01/28 21:22:00 d2.utils.events]:  eta: 21:36:29  iter: 4799  total_loss: 115.6  loss_ce: 1.705  loss_mask: 3.646  loss_dice: 4.69  loss_ce_0: 1.381  loss_mask_0: 2.371  loss_dice_0: 4.652  loss_ce_1: 2.029  loss_mask_1: 3.931  loss_dice_1: 4.677  loss_ce_2: 2.432  loss_mask_2: 2.585  loss_dice_2: 4.713  loss_ce_3: 1.978  loss_mask_3: 6.09  loss_dice_3: 4.642  loss_ce_4: 1.526  loss_mask_4: 7.135  loss_dice_4: 4.641  loss_ce_5: 1.505  loss_mask_5: 6.616  loss_dice_5: 4.645  loss_ce_6: 1.597  loss_mask_6: 7.182  loss_dice_6: 4.637  loss_ce_7: 1.982  loss_mask_7: 5.863  loss_dice_7: 4.635  loss_ce_8: 2.327  loss_mask_8: 4.982  loss_dice_8: 4.655  time: 0.9137  data_time: 0.0295  lr: 9.5188e-06  max_mem: 18287M
[01/28 21:22:18 d2.utils.events]:  eta: 21:36:17  iter: 4819  total_loss: 114.7  loss_ce: 1.686  loss_mask: 3.659  loss_dice: 4.718  loss_ce_0: 1.349  loss_mask_0: 2.35  loss_dice_0: 4.661  loss_ce_1: 2.048  loss_mask_1: 3.858  loss_dice_1: 4.706  loss_ce_2: 2.385  loss_mask_2: 2.603  loss_dice_2: 4.73  loss_ce_3: 1.937  loss_mask_3: 5.831  loss_dice_3: 4.659  loss_ce_4: 1.544  loss_mask_4: 7.143  loss_dice_4: 4.661  loss_ce_5: 1.51  loss_mask_5: 6.8  loss_dice_5: 4.665  loss_ce_6: 1.712  loss_mask_6: 6.864  loss_dice_6: 4.652  loss_ce_7: 1.948  loss_mask_7: 5.83  loss_dice_7: 4.651  loss_ce_8: 2.275  loss_mask_8: 4.924  loss_dice_8: 4.677  time: 0.9137  data_time: 0.0326  lr: 9.5168e-06  max_mem: 18287M
[01/28 21:22:37 d2.utils.events]:  eta: 21:35:56  iter: 4839  total_loss: 114.8  loss_ce: 1.673  loss_mask: 3.683  loss_dice: 4.726  loss_ce_0: 1.366  loss_mask_0: 2.343  loss_dice_0: 4.671  loss_ce_1: 2.021  loss_mask_1: 3.831  loss_dice_1: 4.72  loss_ce_2: 2.359  loss_mask_2: 2.64  loss_dice_2: 4.733  loss_ce_3: 1.847  loss_mask_3: 5.638  loss_dice_3: 4.68  loss_ce_4: 1.52  loss_mask_4: 7.028  loss_dice_4: 4.674  loss_ce_5: 1.485  loss_mask_5: 6.877  loss_dice_5: 4.675  loss_ce_6: 1.677  loss_mask_6: 6.633  loss_dice_6: 4.668  loss_ce_7: 1.857  loss_mask_7: 6.081  loss_dice_7: 4.659  loss_ce_8: 2.22  loss_mask_8: 4.913  loss_dice_8: 4.686  time: 0.9138  data_time: 0.0360  lr: 9.5148e-06  max_mem: 18287M
[01/28 21:22:55 d2.utils.events]:  eta: 21:35:41  iter: 4859  total_loss: 114.8  loss_ce: 1.693  loss_mask: 3.766  loss_dice: 4.729  loss_ce_0: 1.515  loss_mask_0: 2.385  loss_dice_0: 4.684  loss_ce_1: 2.04  loss_mask_1: 3.879  loss_dice_1: 4.72  loss_ce_2: 2.351  loss_mask_2: 2.718  loss_dice_2: 4.738  loss_ce_3: 1.848  loss_mask_3: 5.621  loss_dice_3: 4.698  loss_ce_4: 1.621  loss_mask_4: 6.98  loss_dice_4: 4.69  loss_ce_5: 1.565  loss_mask_5: 6.984  loss_dice_5: 4.692  loss_ce_6: 1.752  loss_mask_6: 6.537  loss_dice_6: 4.69  loss_ce_7: 1.9  loss_mask_7: 6.135  loss_dice_7: 4.687  loss_ce_8: 2.258  loss_mask_8: 4.932  loss_dice_8: 4.702  time: 0.9138  data_time: 0.0313  lr: 9.5128e-06  max_mem: 18287M
[01/28 21:23:14 d2.utils.events]:  eta: 21:36:36  iter: 4879  total_loss: 115.4  loss_ce: 1.687  loss_mask: 3.856  loss_dice: 4.732  loss_ce_0: 1.486  loss_mask_0: 2.371  loss_dice_0: 4.693  loss_ce_1: 2.039  loss_mask_1: 3.909  loss_dice_1: 4.72  loss_ce_2: 2.409  loss_mask_2: 2.8  loss_dice_2: 4.74  loss_ce_3: 1.841  loss_mask_3: 5.568  loss_dice_3: 4.687  loss_ce_4: 1.752  loss_mask_4: 6.867  loss_dice_4: 4.681  loss_ce_5: 1.575  loss_mask_5: 7.089  loss_dice_5: 4.68  loss_ce_6: 1.851  loss_mask_6: 6.394  loss_dice_6: 4.679  loss_ce_7: 1.929  loss_mask_7: 5.896  loss_dice_7: 4.682  loss_ce_8: 2.35  loss_mask_8: 5.076  loss_dice_8: 4.711  time: 0.9139  data_time: 0.0275  lr: 9.5108e-06  max_mem: 18287M
[01/28 21:23:32 d2.utils.events]:  eta: 21:36:18  iter: 4899  total_loss: 116.6  loss_ce: 1.607  loss_mask: 3.98  loss_dice: 4.692  loss_ce_0: 1.489  loss_mask_0: 2.451  loss_dice_0: 4.619  loss_ce_1: 2.03  loss_mask_1: 3.963  loss_dice_1: 4.666  loss_ce_2: 2.386  loss_mask_2: 2.972  loss_dice_2: 4.684  loss_ce_3: 1.803  loss_mask_3: 5.427  loss_dice_3: 4.634  loss_ce_4: 1.571  loss_mask_4: 6.946  loss_dice_4: 4.612  loss_ce_5: 1.47  loss_mask_5: 6.941  loss_dice_5: 4.616  loss_ce_6: 1.324  loss_mask_6: 6.504  loss_dice_6: 4.604  loss_ce_7: 1.86  loss_mask_7: 5.721  loss_dice_7: 4.604  loss_ce_8: 2.333  loss_mask_8: 5.377  loss_dice_8: 4.645  time: 0.9139  data_time: 0.0357  lr: 9.5087e-06  max_mem: 18287M
[01/28 21:23:51 d2.utils.events]:  eta: 21:36:02  iter: 4919  total_loss: 123.9  loss_ce: 1.587  loss_mask: 6.64  loss_dice: 4.694  loss_ce_0: 1.747  loss_mask_0: 3.097  loss_dice_0: 4.664  loss_ce_1: 2.053  loss_mask_1: 5.732  loss_dice_1: 4.68  loss_ce_2: 2.378  loss_mask_2: 4.958  loss_dice_2: 4.693  loss_ce_3: 1.868  loss_mask_3: 4.715  loss_dice_3: 4.679  loss_ce_4: 1.418  loss_mask_4: 7.261  loss_dice_4: 4.653  loss_ce_5: 1.579  loss_mask_5: 7.079  loss_dice_5: 4.655  loss_ce_6: 1.467  loss_mask_6: 5.96  loss_dice_6: 4.655  loss_ce_7: 1.988  loss_mask_7: 5.95  loss_dice_7: 4.66  loss_ce_8: 2.313  loss_mask_8: 7.134  loss_dice_8: 4.67  time: 0.9139  data_time: 0.0286  lr: 9.5067e-06  max_mem: 18287M
[01/28 21:24:09 d2.utils.events]:  eta: 21:35:53  iter: 4939  total_loss: 123.3  loss_ce: 1.591  loss_mask: 6.681  loss_dice: 4.712  loss_ce_0: 1.721  loss_mask_0: 3.101  loss_dice_0: 4.659  loss_ce_1: 2.042  loss_mask_1: 5.786  loss_dice_1: 4.691  loss_ce_2: 2.372  loss_mask_2: 5.102  loss_dice_2: 4.7  loss_ce_3: 1.84  loss_mask_3: 4.595  loss_dice_3: 4.685  loss_ce_4: 1.469  loss_mask_4: 7.096  loss_dice_4: 4.654  loss_ce_5: 1.613  loss_mask_5: 7.099  loss_dice_5: 4.655  loss_ce_6: 1.568  loss_mask_6: 5.844  loss_dice_6: 4.657  loss_ce_7: 2.059  loss_mask_7: 5.353  loss_dice_7: 4.669  loss_ce_8: 2.23  loss_mask_8: 7.389  loss_dice_8: 4.685  time: 0.9139  data_time: 0.0312  lr: 9.5047e-06  max_mem: 18287M
[01/28 21:24:28 d2.utils.events]:  eta: 21:34:35  iter: 4959  total_loss: 122.2  loss_ce: 1.6  loss_mask: 6.678  loss_dice: 4.706  loss_ce_0: 1.705  loss_mask_0: 3.113  loss_dice_0: 4.656  loss_ce_1: 2.053  loss_mask_1: 5.607  loss_dice_1: 4.686  loss_ce_2: 2.385  loss_mask_2: 4.894  loss_dice_2: 4.698  loss_ce_3: 1.79  loss_mask_3: 4.535  loss_dice_3: 4.681  loss_ce_4: 1.554  loss_mask_4: 6.805  loss_dice_4: 4.655  loss_ce_5: 1.596  loss_mask_5: 7.116  loss_dice_5: 4.653  loss_ce_6: 1.68  loss_mask_6: 5.896  loss_dice_6: 4.657  loss_ce_7: 2.552  loss_mask_7: 4.272  loss_dice_7: 4.692  loss_ce_8: 2.24  loss_mask_8: 7.597  loss_dice_8: 4.684  time: 0.9139  data_time: 0.0302  lr: 9.5027e-06  max_mem: 18287M
[01/28 21:24:46 d2.utils.events]:  eta: 21:34:45  iter: 4979  total_loss: 121.3  loss_ce: 1.586  loss_mask: 6.592  loss_dice: 4.675  loss_ce_0: 1.762  loss_mask_0: 3.079  loss_dice_0: 4.635  loss_ce_1: 2.069  loss_mask_1: 5.621  loss_dice_1: 4.663  loss_ce_2: 2.377  loss_mask_2: 4.632  loss_dice_2: 4.682  loss_ce_3: 1.779  loss_mask_3: 4.538  loss_dice_3: 4.665  loss_ce_4: 1.581  loss_mask_4: 6.584  loss_dice_4: 4.638  loss_ce_5: 1.646  loss_mask_5: 7.018  loss_dice_5: 4.637  loss_ce_6: 1.692  loss_mask_6: 6  loss_dice_6: 4.641  loss_ce_7: 1.689  loss_mask_7: 4.358  loss_dice_7: 4.655  loss_ce_8: 2.221  loss_mask_8: 7.466  loss_dice_8: 4.659  time: 0.9139  data_time: 0.0359  lr: 9.5007e-06  max_mem: 18287M

[zermatt-luo]

Hello, may I ask if you have installed MinkowskiEngine? I tried to install from online tutorials, but the two py files MinkowskiDepthwiseConvolution and MinkowskiLinear are missing, and the rest are normal. Thanks!

[kaitolucifer]

I found out what the problem really is.
If there are very little training data like 100+ imgs, then ConvNext V2 won't easily overfit training data, which in result that training loss decrease slowly than other models. And it looks like model is untrainable, but not easily overfitting is actually a good quality and if you put in more time the model will overfit eventually.