2022/08/02 14:11:36 - mmengine - INFO - load model from: https://download.pytorch.org/models/resnet50-11ad3fa6.pth 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.0.non_local_block.g.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.0.non_local_block.g.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.0.non_local_block.conv_out 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.0.non_local_block.bn_out 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.0.non_local_block.theta 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.0.non_local_block.theta 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.0.non_local_block.phi.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.0.non_local_block.phi.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.2.non_local_block.g.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.2.non_local_block.g.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.2.non_local_block.conv_out 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.2.non_local_block.bn_out 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.2.non_local_block.theta 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.2.non_local_block.theta 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.2.non_local_block.phi.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.2.non_local_block.phi.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.0.non_local_block.g.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.0.non_local_block.g.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.0.non_local_block.conv_out 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.0.non_local_block.bn_out 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.0.non_local_block.theta 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.0.non_local_block.theta 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.0.non_local_block.phi.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.0.non_local_block.phi.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.2.non_local_block.g.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.2.non_local_block.g.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.2.non_local_block.conv_out 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.2.non_local_block.bn_out 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.2.non_local_block.theta 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.2.non_local_block.theta 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.2.non_local_block.phi.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.2.non_local_block.phi.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.4.non_local_block.g.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.4.non_local_block.g.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.4.non_local_block.conv_out 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.4.non_local_block.bn_out 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.4.non_local_block.theta 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.4.non_local_block.theta 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.4.non_local_block.phi.0 2022/08/02 14:11:40 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.4.non_local_block.phi.0 2022/08/02 14:11:40 - mmengine - INFO - These parameters in the 2d checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2022/08/02 14:11:40 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/hukai/action/work_dirs/slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb by HardDiskBackend. 2022/08/02 14:13:03 - mmengine - INFO - Epoch(train) [1][20/1879] lr: 1.0000e-03 eta: 23 days, 3:51:24 time: 4.1602 data_time: 3.0533 memory: 45864 grad_norm: 1.4669 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9888 loss: 5.9888 2022/08/02 14:13:23 - mmengine - INFO - Epoch(train) [1][40/1879] lr: 1.0000e-03 eta: 14 days, 7:57:56 time: 0.9887 data_time: 0.0261 memory: 8198 grad_norm: 1.4502 top1_acc: 0.0625 top5_acc: 0.1250 loss_cls: 5.9994 loss: 5.9994 2022/08/02 14:13:29 - mmengine - INFO - Epoch(train) [1][60/1879] lr: 1.0000e-03 eta: 10 days, 1:55:27 time: 0.2835 data_time: 0.0219 memory: 8198 grad_norm: 1.3925 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9931 loss: 5.9931 2022/08/02 14:13:34 - mmengine - INFO - Epoch(train) [1][80/1879] lr: 1.0000e-03 eta: 7 days, 22:48:53 time: 0.2808 data_time: 0.0218 memory: 8198 grad_norm: 1.4048 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9920 loss: 5.9920 2022/08/02 14:13:40 - mmengine - INFO - Epoch(train) [1][100/1879] lr: 1.0000e-03 eta: 6 days, 16:11:52 time: 0.2827 data_time: 0.0205 memory: 8198 grad_norm: 1.4317 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.9832 loss: 5.9832 2022/08/02 14:13:46 - mmengine - INFO - Epoch(train) [1][120/1879] lr: 1.0000e-03 eta: 5 days, 19:55:08 time: 0.2886 data_time: 0.0196 memory: 8198 grad_norm: 1.4028 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.9750 loss: 5.9750 2022/08/02 14:13:52 - mmengine - INFO - Epoch(train) [1][140/1879] lr: 1.0000e-03 eta: 5 days, 5:38:44 time: 0.2997 data_time: 0.0247 memory: 8198 grad_norm: 1.4209 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9744 loss: 5.9744 2022/08/02 14:13:57 - mmengine - INFO - Epoch(train) [1][160/1879] lr: 1.0000e-03 eta: 4 days, 18:33:44 time: 0.2771 data_time: 0.0198 memory: 8198 grad_norm: 1.4715 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.9610 loss: 5.9610 2022/08/02 14:14:03 - mmengine - INFO - Epoch(train) [1][180/1879] lr: 1.0000e-03 eta: 4 days, 9:58:44 time: 0.2796 data_time: 0.0298 memory: 8198 grad_norm: 1.5469 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.9514 loss: 5.9514 2022/08/02 14:14:09 - mmengine - INFO - Epoch(train) [1][200/1879] lr: 1.0000e-03 eta: 4 days, 3:05:03 time: 0.2776 data_time: 0.0224 memory: 8198 grad_norm: 1.5877 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9661 loss: 5.9661 2022/08/02 14:14:14 - mmengine - INFO - Epoch(train) [1][220/1879] lr: 1.0000e-03 eta: 3 days, 21:31:46 time: 0.2847 data_time: 0.0263 memory: 8198 grad_norm: 1.6515 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9482 loss: 5.9482 2022/08/02 14:14:20 - mmengine - INFO - Epoch(train) [1][240/1879] lr: 1.0000e-03 eta: 3 days, 16:57:52 time: 0.2905 data_time: 0.0234 memory: 8198 grad_norm: 1.7495 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9397 loss: 5.9397 2022/08/02 14:14:30 - mmengine - INFO - Epoch(train) [1][260/1879] lr: 1.0000e-03 eta: 3 days, 15:07:28 time: 0.4874 data_time: 0.1781 memory: 8198 grad_norm: 1.8224 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.9210 loss: 5.9210 2022/08/02 14:14:40 - mmengine - INFO - Epoch(train) [1][280/1879] lr: 1.0000e-03 eta: 3 days, 13:50:14 time: 0.5178 data_time: 0.0560 memory: 8198 grad_norm: 1.8681 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9162 loss: 5.9162 2022/08/02 14:14:46 - mmengine - INFO - Epoch(train) [1][300/1879] lr: 1.0000e-03 eta: 3 days, 10:38:44 time: 0.2847 data_time: 0.0208 memory: 8198 grad_norm: 1.8966 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8925 loss: 5.8925 2022/08/02 14:14:52 - mmengine - INFO - Epoch(train) [1][320/1879] lr: 1.0000e-03 eta: 3 days, 7:54:17 time: 0.2909 data_time: 0.0154 memory: 8198 grad_norm: 1.9428 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.9135 loss: 5.9135 2022/08/02 14:14:57 - mmengine - INFO - Epoch(train) [1][340/1879] lr: 1.0000e-03 eta: 3 days, 5:23:54 time: 0.2797 data_time: 0.0286 memory: 8198 grad_norm: 1.9888 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.8687 loss: 5.8687 2022/08/02 14:15:03 - mmengine - INFO - Epoch(train) [1][360/1879] lr: 1.0000e-03 eta: 3 days, 3:11:55 time: 0.2835 data_time: 0.0265 memory: 8198 grad_norm: 1.9982 top1_acc: 0.0625 top5_acc: 0.1250 loss_cls: 5.8923 loss: 5.8923 2022/08/02 14:15:09 - mmengine - INFO - Epoch(train) [1][380/1879] lr: 1.0000e-03 eta: 3 days, 1:17:10 time: 0.2915 data_time: 0.0248 memory: 8198 grad_norm: 2.0568 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.8400 loss: 5.8400 2022/08/02 14:15:15 - mmengine - INFO - Epoch(train) [1][400/1879] lr: 1.0000e-03 eta: 2 days, 23:33:47 time: 0.2913 data_time: 0.0201 memory: 8198 grad_norm: 2.1063 top1_acc: 0.0625 top5_acc: 0.0625 loss_cls: 5.8316 loss: 5.8316 2022/08/02 14:15:20 - mmengine - INFO - Epoch(train) [1][420/1879] lr: 1.0000e-03 eta: 2 days, 21:56:46 time: 0.2821 data_time: 0.0232 memory: 8198 grad_norm: 2.1475 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 5.8001 loss: 5.8001 2022/08/02 14:15:26 - mmengine - INFO - Epoch(train) [1][440/1879] lr: 1.0000e-03 eta: 2 days, 20:27:44 time: 0.2799 data_time: 0.0174 memory: 8198 grad_norm: 2.1993 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 5.8110 loss: 5.8110 2022/08/02 14:15:32 - mmengine - INFO - Epoch(train) [1][460/1879] lr: 1.0000e-03 eta: 2 days, 19:11:01 time: 0.2930 data_time: 0.0257 memory: 8198 grad_norm: 2.2377 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.7973 loss: 5.7973 2022/08/02 14:15:37 - mmengine - INFO - Epoch(train) [1][480/1879] lr: 1.0000e-03 eta: 2 days, 17:56:12 time: 0.2796 data_time: 0.0165 memory: 8198 grad_norm: 2.3034 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.7603 loss: 5.7603 2022/08/02 14:15:43 - mmengine - INFO - Epoch(train) [1][500/1879] lr: 1.0000e-03 eta: 2 days, 16:48:17 time: 0.2825 data_time: 0.0204 memory: 8198 grad_norm: 2.3684 top1_acc: 0.0000 top5_acc: 0.1875 loss_cls: 5.7437 loss: 5.7437 2022/08/02 14:15:49 - mmengine - INFO - Epoch(train) [1][520/1879] lr: 1.0000e-03 eta: 2 days, 15:44:59 time: 0.2805 data_time: 0.0215 memory: 8198 grad_norm: 2.4080 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.7463 loss: 5.7463 2022/08/02 14:15:54 - mmengine - INFO - Epoch(train) [1][540/1879] lr: 1.0000e-03 eta: 2 days, 14:47:59 time: 0.2860 data_time: 0.0285 memory: 8198 grad_norm: 2.4789 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.6600 loss: 5.6600 2022/08/02 14:16:00 - mmengine - INFO - Epoch(train) [1][560/1879] lr: 1.0000e-03 eta: 2 days, 13:53:59 time: 0.2822 data_time: 0.0196 memory: 8198 grad_norm: 2.5335 top1_acc: 0.1250 top5_acc: 0.1875 loss_cls: 5.6706 loss: 5.6706 2022/08/02 14:16:06 - mmengine - INFO - Epoch(train) [1][580/1879] lr: 1.0000e-03 eta: 2 days, 13:03:55 time: 0.2831 data_time: 0.0233 memory: 8198 grad_norm: 2.5846 top1_acc: 0.0000 top5_acc: 0.1875 loss_cls: 5.6493 loss: 5.6493 2022/08/02 14:16:11 - mmengine - INFO - Epoch(train) [1][600/1879] lr: 1.0000e-03 eta: 2 days, 12:16:46 time: 0.2815 data_time: 0.0204 memory: 8198 grad_norm: 2.6590 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.5841 loss: 5.5841 2022/08/02 14:16:17 - mmengine - INFO - Epoch(train) [1][620/1879] lr: 1.0000e-03 eta: 2 days, 11:33:04 time: 0.2831 data_time: 0.0234 memory: 8198 grad_norm: 2.7209 top1_acc: 0.0625 top5_acc: 0.3125 loss_cls: 5.5835 loss: 5.5835 2022/08/02 14:16:23 - mmengine - INFO - Epoch(train) [1][640/1879] lr: 1.0000e-03 eta: 2 days, 10:53:58 time: 0.2906 data_time: 0.0194 memory: 8198 grad_norm: 2.7728 top1_acc: 0.0625 top5_acc: 0.1250 loss_cls: 5.5626 loss: 5.5626 2022/08/02 14:16:28 - mmengine - INFO - Epoch(train) [1][660/1879] lr: 1.0000e-03 eta: 2 days, 10:15:44 time: 0.2844 data_time: 0.0255 memory: 8198 grad_norm: 2.8486 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.5869 loss: 5.5869 2022/08/02 14:16:35 - mmengine - INFO - Epoch(train) [1][680/1879] lr: 1.0000e-03 eta: 2 days, 9:46:17 time: 0.3122 data_time: 0.0229 memory: 8198 grad_norm: 2.9005 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.4944 loss: 5.4944 2022/08/02 14:16:40 - mmengine - INFO - Epoch(train) [1][700/1879] lr: 1.0000e-03 eta: 2 days, 9:10:32 time: 0.2773 data_time: 0.0257 memory: 8198 grad_norm: 2.9677 top1_acc: 0.0625 top5_acc: 0.1250 loss_cls: 5.5086 loss: 5.5086 2022/08/02 14:16:46 - mmengine - INFO - Epoch(train) [1][720/1879] lr: 1.0000e-03 eta: 2 days, 8:38:02 time: 0.2830 data_time: 0.0236 memory: 8198 grad_norm: 3.0128 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.4081 loss: 5.4081 2022/08/02 14:16:52 - mmengine - INFO - Epoch(train) [1][740/1879] lr: 1.0000e-03 eta: 2 days, 8:14:38 time: 0.3170 data_time: 0.0250 memory: 8198 grad_norm: 3.0773 top1_acc: 0.0625 top5_acc: 0.1250 loss_cls: 5.3585 loss: 5.3585 2022/08/02 14:16:58 - mmengine - INFO - Epoch(train) [1][760/1879] lr: 1.0000e-03 eta: 2 days, 7:45:33 time: 0.2842 data_time: 0.0214 memory: 8198 grad_norm: 3.1072 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 5.2903 loss: 5.2903 2022/08/02 14:17:03 - mmengine - INFO - Epoch(train) [1][780/1879] lr: 1.0000e-03 eta: 2 days, 7:16:53 time: 0.2790 data_time: 0.0187 memory: 8198 grad_norm: 3.2026 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 5.2861 loss: 5.2861 2022/08/02 14:17:09 - mmengine - INFO - Epoch(train) [1][800/1879] lr: 1.0000e-03 eta: 2 days, 6:51:11 time: 0.2867 data_time: 0.0251 memory: 8198 grad_norm: 3.2295 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 5.2405 loss: 5.2405 2022/08/02 14:17:15 - mmengine - INFO - Epoch(train) [1][820/1879] lr: 1.0000e-03 eta: 2 days, 6:28:57 time: 0.2981 data_time: 0.0268 memory: 8198 grad_norm: 3.2778 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.2274 loss: 5.2274 2022/08/02 14:17:21 - mmengine - INFO - Epoch(train) [1][840/1879] lr: 1.0000e-03 eta: 2 days, 6:03:46 time: 0.2770 data_time: 0.0235 memory: 8198 grad_norm: 3.3273 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 5.1994 loss: 5.1994 2022/08/02 14:17:26 - mmengine - INFO - Epoch(train) [1][860/1879] lr: 1.0000e-03 eta: 2 days, 5:41:33 time: 0.2867 data_time: 0.0239 memory: 8198 grad_norm: 3.4085 top1_acc: 0.0000 top5_acc: 0.1875 loss_cls: 5.2306 loss: 5.2306 2022/08/02 14:17:33 - mmengine - INFO - Epoch(train) [1][880/1879] lr: 1.0000e-03 eta: 2 days, 5:25:04 time: 0.3126 data_time: 0.0286 memory: 8198 grad_norm: 3.4156 top1_acc: 0.0000 top5_acc: 0.0625 loss_cls: 5.1264 loss: 5.1264 2022/08/02 14:17:38 - mmengine - INFO - Epoch(train) [1][900/1879] lr: 1.0000e-03 eta: 2 days, 5:03:18 time: 0.2788 data_time: 0.0224 memory: 8198 grad_norm: 3.4845 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 5.0472 loss: 5.0472 2022/08/02 14:17:44 - mmengine - INFO - Epoch(train) [1][920/1879] lr: 1.0000e-03 eta: 2 days, 4:44:16 time: 0.2892 data_time: 0.0259 memory: 8198 grad_norm: 3.5146 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 5.0702 loss: 5.0702 2022/08/02 14:17:50 - mmengine - INFO - Epoch(train) [1][940/1879] lr: 1.0000e-03 eta: 2 days, 4:24:39 time: 0.2810 data_time: 0.0220 memory: 8198 grad_norm: 3.5779 top1_acc: 0.0625 top5_acc: 0.3125 loss_cls: 5.0777 loss: 5.0777 2022/08/02 14:17:55 - mmengine - INFO - Epoch(train) [1][960/1879] lr: 1.0000e-03 eta: 2 days, 4:07:46 time: 0.2925 data_time: 0.0193 memory: 8198 grad_norm: 3.5920 top1_acc: 0.0000 top5_acc: 0.3125 loss_cls: 4.9412 loss: 4.9412 2022/08/02 14:18:01 - mmengine - INFO - Epoch(train) [1][980/1879] lr: 1.0000e-03 eta: 2 days, 3:48:59 time: 0.2767 data_time: 0.0243 memory: 8198 grad_norm: 3.6600 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 4.8832 loss: 4.8832 2022/08/02 14:18:07 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:18:07 - mmengine - INFO - Epoch(train) [1][1000/1879] lr: 1.0000e-03 eta: 2 days, 3:32:17 time: 0.2850 data_time: 0.0199 memory: 8198 grad_norm: 3.6944 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 4.8938 loss: 4.8938 2022/08/02 14:18:12 - mmengine - INFO - Epoch(train) [1][1020/1879] lr: 1.0000e-03 eta: 2 days, 3:16:07 time: 0.2843 data_time: 0.0179 memory: 8198 grad_norm: 3.7174 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 4.8741 loss: 4.8741 2022/08/02 14:18:18 - mmengine - INFO - Epoch(train) [1][1040/1879] lr: 1.0000e-03 eta: 2 days, 3:03:08 time: 0.3009 data_time: 0.0217 memory: 8198 grad_norm: 3.7772 top1_acc: 0.1250 top5_acc: 0.5625 loss_cls: 4.8557 loss: 4.8557 2022/08/02 14:18:24 - mmengine - INFO - Epoch(train) [1][1060/1879] lr: 1.0000e-03 eta: 2 days, 2:48:13 time: 0.2850 data_time: 0.0230 memory: 8198 grad_norm: 3.7754 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 4.8100 loss: 4.8100 2022/08/02 14:18:30 - mmengine - INFO - Epoch(train) [1][1080/1879] lr: 1.0000e-03 eta: 2 days, 2:33:18 time: 0.2812 data_time: 0.0186 memory: 8198 grad_norm: 3.8151 top1_acc: 0.1875 top5_acc: 0.3125 loss_cls: 4.7694 loss: 4.7694 2022/08/02 14:18:35 - mmengine - INFO - Epoch(train) [1][1100/1879] lr: 1.0000e-03 eta: 2 days, 2:18:59 time: 0.2816 data_time: 0.0260 memory: 8198 grad_norm: 3.8237 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 4.6702 loss: 4.6702 2022/08/02 14:18:41 - mmengine - INFO - Epoch(train) [1][1120/1879] lr: 1.0000e-03 eta: 2 days, 2:04:55 time: 0.2799 data_time: 0.0235 memory: 8198 grad_norm: 3.8977 top1_acc: 0.0625 top5_acc: 0.1250 loss_cls: 4.7718 loss: 4.7718 2022/08/02 14:18:47 - mmengine - INFO - Epoch(train) [1][1140/1879] lr: 1.0000e-03 eta: 2 days, 1:52:27 time: 0.2877 data_time: 0.0301 memory: 8198 grad_norm: 3.9171 top1_acc: 0.1875 top5_acc: 0.2500 loss_cls: 4.5823 loss: 4.5823 2022/08/02 14:18:52 - mmengine - INFO - Epoch(train) [1][1160/1879] lr: 1.0000e-03 eta: 2 days, 1:40:12 time: 0.2862 data_time: 0.0231 memory: 8198 grad_norm: 3.8915 top1_acc: 0.0625 top5_acc: 0.3125 loss_cls: 4.7545 loss: 4.7545 2022/08/02 14:18:58 - mmengine - INFO - Epoch(train) [1][1180/1879] lr: 1.0000e-03 eta: 2 days, 1:27:23 time: 0.2790 data_time: 0.0233 memory: 8198 grad_norm: 3.9385 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 4.5867 loss: 4.5867 2022/08/02 14:19:04 - mmengine - INFO - Epoch(train) [1][1200/1879] lr: 1.0000e-03 eta: 2 days, 1:18:11 time: 0.3029 data_time: 0.0261 memory: 8198 grad_norm: 3.9754 top1_acc: 0.0625 top5_acc: 0.3125 loss_cls: 4.7152 loss: 4.7152 2022/08/02 14:19:10 - mmengine - INFO - Epoch(train) [1][1220/1879] lr: 1.0000e-03 eta: 2 days, 1:06:35 time: 0.2824 data_time: 0.0242 memory: 8198 grad_norm: 4.0180 top1_acc: 0.0000 top5_acc: 0.1875 loss_cls: 4.5678 loss: 4.5678 2022/08/02 14:19:15 - mmengine - INFO - Epoch(train) [1][1240/1879] lr: 1.0000e-03 eta: 2 days, 0:54:34 time: 0.2762 data_time: 0.0232 memory: 8198 grad_norm: 4.0667 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 4.7033 loss: 4.7033 2022/08/02 14:19:21 - mmengine - INFO - Epoch(train) [1][1260/1879] lr: 1.0000e-03 eta: 2 days, 0:43:47 time: 0.2831 data_time: 0.0271 memory: 8198 grad_norm: 4.0661 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 4.6060 loss: 4.6060 2022/08/02 14:19:27 - mmengine - INFO - Epoch(train) [1][1280/1879] lr: 1.0000e-03 eta: 2 days, 0:33:04 time: 0.2808 data_time: 0.0216 memory: 8198 grad_norm: 4.1397 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 4.6575 loss: 4.6575 2022/08/02 14:19:32 - mmengine - INFO - Epoch(train) [1][1300/1879] lr: 1.0000e-03 eta: 2 days, 0:23:07 time: 0.2845 data_time: 0.0244 memory: 8198 grad_norm: 4.1478 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 4.6307 loss: 4.6307 2022/08/02 14:19:38 - mmengine - INFO - Epoch(train) [1][1320/1879] lr: 1.0000e-03 eta: 2 days, 0:13:22 time: 0.2836 data_time: 0.0212 memory: 8198 grad_norm: 4.1559 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 4.5310 loss: 4.5310 2022/08/02 14:19:44 - mmengine - INFO - Epoch(train) [1][1340/1879] lr: 1.0000e-03 eta: 2 days, 0:04:12 time: 0.2861 data_time: 0.0219 memory: 8198 grad_norm: 4.1582 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6284 loss: 4.6284 2022/08/02 14:19:49 - mmengine - INFO - Epoch(train) [1][1360/1879] lr: 1.0000e-03 eta: 1 day, 23:54:25 time: 0.2786 data_time: 0.0156 memory: 8198 grad_norm: 4.2288 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 4.4631 loss: 4.4631 2022/08/02 14:19:55 - mmengine - INFO - Epoch(train) [1][1380/1879] lr: 1.0000e-03 eta: 1 day, 23:46:17 time: 0.2905 data_time: 0.0258 memory: 8198 grad_norm: 4.2423 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 4.5584 loss: 4.5584 2022/08/02 14:20:01 - mmengine - INFO - Epoch(train) [1][1400/1879] lr: 1.0000e-03 eta: 1 day, 23:36:50 time: 0.2769 data_time: 0.0192 memory: 8198 grad_norm: 4.2186 top1_acc: 0.0625 top5_acc: 0.2500 loss_cls: 4.3903 loss: 4.3903 2022/08/02 14:20:09 - mmengine - INFO - Epoch(train) [1][1420/1879] lr: 1.0000e-03 eta: 1 day, 23:42:52 time: 0.4120 data_time: 0.0222 memory: 8198 grad_norm: 4.2711 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4116 loss: 4.4116 2022/08/02 14:20:15 - mmengine - INFO - Epoch(train) [1][1440/1879] lr: 1.0000e-03 eta: 1 day, 23:34:49 time: 0.2867 data_time: 0.0207 memory: 8198 grad_norm: 4.3023 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 4.3552 loss: 4.3552 2022/08/02 14:20:20 - mmengine - INFO - Epoch(train) [1][1460/1879] lr: 1.0000e-03 eta: 1 day, 23:25:44 time: 0.2753 data_time: 0.0203 memory: 8198 grad_norm: 4.3224 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1939 loss: 4.1939 2022/08/02 14:20:26 - mmengine - INFO - Epoch(train) [1][1480/1879] lr: 1.0000e-03 eta: 1 day, 23:18:21 time: 0.2888 data_time: 0.0220 memory: 8198 grad_norm: 4.3325 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 4.4095 loss: 4.4095 2022/08/02 14:20:31 - mmengine - INFO - Epoch(train) [1][1500/1879] lr: 1.0000e-03 eta: 1 day, 23:10:26 time: 0.2820 data_time: 0.0299 memory: 8198 grad_norm: 4.3075 top1_acc: 0.1875 top5_acc: 0.3125 loss_cls: 4.4355 loss: 4.4355 2022/08/02 14:20:39 - mmengine - INFO - Epoch(train) [1][1520/1879] lr: 1.0000e-03 eta: 1 day, 23:13:58 time: 0.3889 data_time: 0.1301 memory: 8198 grad_norm: 4.3808 top1_acc: 0.1875 top5_acc: 0.7500 loss_cls: 4.2077 loss: 4.2077 2022/08/02 14:20:45 - mmengine - INFO - Epoch(train) [1][1540/1879] lr: 1.0000e-03 eta: 1 day, 23:07:59 time: 0.2981 data_time: 0.0321 memory: 8198 grad_norm: 4.4073 top1_acc: 0.1875 top5_acc: 0.2500 loss_cls: 4.3255 loss: 4.3255 2022/08/02 14:20:51 - mmengine - INFO - Epoch(train) [1][1560/1879] lr: 1.0000e-03 eta: 1 day, 23:00:06 time: 0.2781 data_time: 0.0142 memory: 8198 grad_norm: 4.4560 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 4.4159 loss: 4.4159 2022/08/02 14:20:57 - mmengine - INFO - Epoch(train) [1][1580/1879] lr: 1.0000e-03 eta: 1 day, 22:54:53 time: 0.3025 data_time: 0.0171 memory: 8198 grad_norm: 4.4617 top1_acc: 0.1875 top5_acc: 0.2500 loss_cls: 4.1846 loss: 4.1846 2022/08/02 14:21:02 - mmengine - INFO - Epoch(train) [1][1600/1879] lr: 1.0000e-03 eta: 1 day, 22:47:35 time: 0.2804 data_time: 0.0202 memory: 8198 grad_norm: 4.4505 top1_acc: 0.0625 top5_acc: 0.2500 loss_cls: 4.2690 loss: 4.2690 2022/08/02 14:21:08 - mmengine - INFO - Epoch(train) [1][1620/1879] lr: 1.0000e-03 eta: 1 day, 22:40:56 time: 0.2851 data_time: 0.0270 memory: 8198 grad_norm: 4.4444 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 4.4296 loss: 4.4296 2022/08/02 14:21:14 - mmengine - INFO - Epoch(train) [1][1640/1879] lr: 1.0000e-03 eta: 1 day, 22:36:37 time: 0.3076 data_time: 0.0235 memory: 8198 grad_norm: 4.4912 top1_acc: 0.0625 top5_acc: 0.1250 loss_cls: 4.2581 loss: 4.2581 2022/08/02 14:21:20 - mmengine - INFO - Epoch(train) [1][1660/1879] lr: 1.0000e-03 eta: 1 day, 22:29:18 time: 0.2751 data_time: 0.0201 memory: 8198 grad_norm: 4.5104 top1_acc: 0.0625 top5_acc: 0.3125 loss_cls: 4.3947 loss: 4.3947 2022/08/02 14:21:25 - mmengine - INFO - Epoch(train) [1][1680/1879] lr: 1.0000e-03 eta: 1 day, 22:22:32 time: 0.2792 data_time: 0.0202 memory: 8198 grad_norm: 4.5508 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 4.1021 loss: 4.1021 2022/08/02 14:21:31 - mmengine - INFO - Epoch(train) [1][1700/1879] lr: 1.0000e-03 eta: 1 day, 22:16:32 time: 0.2857 data_time: 0.0280 memory: 8198 grad_norm: 4.5353 top1_acc: 0.0625 top5_acc: 0.3750 loss_cls: 4.2569 loss: 4.2569 2022/08/02 14:21:37 - mmengine - INFO - Epoch(train) [1][1720/1879] lr: 1.0000e-03 eta: 1 day, 22:10:37 time: 0.2851 data_time: 0.0251 memory: 8198 grad_norm: 4.6166 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1208 loss: 4.1208 2022/08/02 14:21:42 - mmengine - INFO - Epoch(train) [1][1740/1879] lr: 1.0000e-03 eta: 1 day, 22:04:50 time: 0.2851 data_time: 0.0197 memory: 8198 grad_norm: 4.5632 top1_acc: 0.0625 top5_acc: 0.5625 loss_cls: 4.1409 loss: 4.1409 2022/08/02 14:21:48 - mmengine - INFO - Epoch(train) [1][1760/1879] lr: 1.0000e-03 eta: 1 day, 21:59:03 time: 0.2837 data_time: 0.0233 memory: 8198 grad_norm: 4.5854 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 4.1281 loss: 4.1281 2022/08/02 14:21:54 - mmengine - INFO - Epoch(train) [1][1780/1879] lr: 1.0000e-03 eta: 1 day, 21:52:58 time: 0.2789 data_time: 0.0231 memory: 8198 grad_norm: 4.6091 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 4.1102 loss: 4.1102 2022/08/02 14:21:59 - mmengine - INFO - Epoch(train) [1][1800/1879] lr: 1.0000e-03 eta: 1 day, 21:46:51 time: 0.2770 data_time: 0.0240 memory: 8198 grad_norm: 4.6199 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 4.1605 loss: 4.1605 2022/08/02 14:22:05 - mmengine - INFO - Epoch(train) [1][1820/1879] lr: 1.0000e-03 eta: 1 day, 21:42:16 time: 0.2929 data_time: 0.0314 memory: 8198 grad_norm: 4.6792 top1_acc: 0.1250 top5_acc: 0.1875 loss_cls: 4.1228 loss: 4.1228 2022/08/02 14:22:11 - mmengine - INFO - Epoch(train) [1][1840/1879] lr: 1.0000e-03 eta: 1 day, 21:37:07 time: 0.2854 data_time: 0.0210 memory: 8198 grad_norm: 4.6745 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 4.0817 loss: 4.0817 2022/08/02 14:22:17 - mmengine - INFO - Epoch(train) [1][1860/1879] lr: 1.0000e-03 eta: 1 day, 21:32:43 time: 0.2929 data_time: 0.0175 memory: 8198 grad_norm: 4.6802 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 4.0696 loss: 4.0696 2022/08/02 14:22:31 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:22:31 - mmengine - INFO - Epoch(train) [1][1879/1879] lr: 1.0000e-03 eta: 1 day, 21:32:43 time: 0.7295 data_time: 0.0125 memory: 41285 grad_norm: 4.8180 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 4.1804 loss: 4.1804 2022/08/02 14:22:39 - mmengine - INFO - Epoch(train) [2][20/1879] lr: 2.0000e-03 eta: 1 day, 21:10:51 time: 0.4098 data_time: 0.1284 memory: 8198 grad_norm: 4.7272 top1_acc: 0.0625 top5_acc: 0.5000 loss_cls: 4.0402 loss: 4.0402 2022/08/02 14:22:45 - mmengine - INFO - Epoch(train) [2][40/1879] lr: 2.0000e-03 eta: 1 day, 21:08:14 time: 0.3094 data_time: 0.0194 memory: 8198 grad_norm: 4.7159 top1_acc: 0.1875 top5_acc: 0.2500 loss_cls: 4.0942 loss: 4.0942 2022/08/02 14:22:51 - mmengine - INFO - Epoch(train) [2][60/1879] lr: 2.0000e-03 eta: 1 day, 21:03:11 time: 0.2793 data_time: 0.0244 memory: 8198 grad_norm: 4.7775 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 4.0483 loss: 4.0483 2022/08/02 14:22:57 - mmengine - INFO - Epoch(train) [2][80/1879] lr: 2.0000e-03 eta: 1 day, 20:58:52 time: 0.2868 data_time: 0.0288 memory: 8198 grad_norm: 4.7655 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8497 loss: 3.8497 2022/08/02 14:23:03 - mmengine - INFO - Epoch(train) [2][100/1879] lr: 2.0000e-03 eta: 1 day, 20:55:27 time: 0.2972 data_time: 0.0329 memory: 8198 grad_norm: 4.7973 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.9384 loss: 3.9384 2022/08/02 14:23:08 - mmengine - INFO - Epoch(train) [2][120/1879] lr: 2.0000e-03 eta: 1 day, 20:50:31 time: 0.2771 data_time: 0.0212 memory: 8198 grad_norm: 4.8305 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.7720 loss: 3.7720 2022/08/02 14:23:09 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:23:14 - mmengine - INFO - Epoch(train) [2][140/1879] lr: 2.0000e-03 eta: 1 day, 20:46:00 time: 0.2813 data_time: 0.0195 memory: 8198 grad_norm: 4.8946 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1206 loss: 4.1206 2022/08/02 14:23:20 - mmengine - INFO - Epoch(train) [2][160/1879] lr: 2.0000e-03 eta: 1 day, 20:41:30 time: 0.2805 data_time: 0.0196 memory: 8198 grad_norm: 4.8208 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.9209 loss: 3.9209 2022/08/02 14:23:26 - mmengine - INFO - Epoch(train) [2][180/1879] lr: 2.0000e-03 eta: 1 day, 20:38:42 time: 0.3011 data_time: 0.0275 memory: 8198 grad_norm: 4.8713 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7875 loss: 3.7875 2022/08/02 14:23:31 - mmengine - INFO - Epoch(train) [2][200/1879] lr: 2.0000e-03 eta: 1 day, 20:33:58 time: 0.2754 data_time: 0.0217 memory: 8198 grad_norm: 4.8865 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 4.0000 loss: 4.0000 2022/08/02 14:23:37 - mmengine - INFO - Epoch(train) [2][220/1879] lr: 2.0000e-03 eta: 1 day, 20:30:35 time: 0.2920 data_time: 0.0320 memory: 8198 grad_norm: 4.9446 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8385 loss: 3.8385 2022/08/02 14:23:45 - mmengine - INFO - Epoch(train) [2][240/1879] lr: 2.0000e-03 eta: 1 day, 20:35:26 time: 0.4004 data_time: 0.0207 memory: 8198 grad_norm: 4.9660 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.8854 loss: 3.8854 2022/08/02 14:23:50 - mmengine - INFO - Epoch(train) [2][260/1879] lr: 2.0000e-03 eta: 1 day, 20:31:00 time: 0.2774 data_time: 0.0226 memory: 8198 grad_norm: 5.0118 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 4.0441 loss: 4.0441 2022/08/02 14:23:56 - mmengine - INFO - Epoch(train) [2][280/1879] lr: 2.0000e-03 eta: 1 day, 20:26:55 time: 0.2809 data_time: 0.0235 memory: 8198 grad_norm: 4.9950 top1_acc: 0.0625 top5_acc: 0.3750 loss_cls: 3.6418 loss: 3.6418 2022/08/02 14:24:02 - mmengine - INFO - Epoch(train) [2][300/1879] lr: 2.0000e-03 eta: 1 day, 20:22:57 time: 0.2815 data_time: 0.0249 memory: 8198 grad_norm: 5.0474 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.8752 loss: 3.8752 2022/08/02 14:24:07 - mmengine - INFO - Epoch(train) [2][320/1879] lr: 2.0000e-03 eta: 1 day, 20:18:54 time: 0.2794 data_time: 0.0250 memory: 8198 grad_norm: 5.0481 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.9076 loss: 3.9076 2022/08/02 14:24:13 - mmengine - INFO - Epoch(train) [2][340/1879] lr: 2.0000e-03 eta: 1 day, 20:15:08 time: 0.2823 data_time: 0.0267 memory: 8198 grad_norm: 4.9610 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7670 loss: 3.7670 2022/08/02 14:24:19 - mmengine - INFO - Epoch(train) [2][360/1879] lr: 2.0000e-03 eta: 1 day, 20:11:06 time: 0.2778 data_time: 0.0202 memory: 8198 grad_norm: 5.0944 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.8924 loss: 3.8924 2022/08/02 14:24:25 - mmengine - INFO - Epoch(train) [2][380/1879] lr: 2.0000e-03 eta: 1 day, 20:08:43 time: 0.3001 data_time: 0.0403 memory: 8198 grad_norm: 5.1144 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.6827 loss: 3.6827 2022/08/02 14:24:30 - mmengine - INFO - Epoch(train) [2][400/1879] lr: 2.0000e-03 eta: 1 day, 20:04:50 time: 0.2779 data_time: 0.0186 memory: 8198 grad_norm: 5.0652 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.8906 loss: 3.8906 2022/08/02 14:24:36 - mmengine - INFO - Epoch(train) [2][420/1879] lr: 2.0000e-03 eta: 1 day, 20:01:08 time: 0.2797 data_time: 0.0220 memory: 8198 grad_norm: 5.1180 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.7517 loss: 3.7517 2022/08/02 14:24:41 - mmengine - INFO - Epoch(train) [2][440/1879] lr: 2.0000e-03 eta: 1 day, 19:57:30 time: 0.2800 data_time: 0.0275 memory: 8198 grad_norm: 5.0952 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.6158 loss: 3.6158 2022/08/02 14:24:47 - mmengine - INFO - Epoch(train) [2][460/1879] lr: 2.0000e-03 eta: 1 day, 19:54:37 time: 0.2899 data_time: 0.0248 memory: 8198 grad_norm: 5.0923 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.7027 loss: 3.7027 2022/08/02 14:24:53 - mmengine - INFO - Epoch(train) [2][480/1879] lr: 2.0000e-03 eta: 1 day, 19:51:16 time: 0.2823 data_time: 0.0246 memory: 8198 grad_norm: 5.0588 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 3.6675 loss: 3.6675 2022/08/02 14:24:58 - mmengine - INFO - Epoch(train) [2][500/1879] lr: 2.0000e-03 eta: 1 day, 19:47:37 time: 0.2771 data_time: 0.0269 memory: 8198 grad_norm: 5.0728 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6086 loss: 3.6086 2022/08/02 14:25:04 - mmengine - INFO - Epoch(train) [2][520/1879] lr: 2.0000e-03 eta: 1 day, 19:44:53 time: 0.2899 data_time: 0.0210 memory: 8198 grad_norm: 5.1174 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.6608 loss: 3.6608 2022/08/02 14:25:10 - mmengine - INFO - Epoch(train) [2][540/1879] lr: 2.0000e-03 eta: 1 day, 19:41:27 time: 0.2786 data_time: 0.0214 memory: 8198 grad_norm: 5.1283 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.8347 loss: 3.8347 2022/08/02 14:25:15 - mmengine - INFO - Epoch(train) [2][560/1879] lr: 2.0000e-03 eta: 1 day, 19:38:35 time: 0.2863 data_time: 0.0179 memory: 8198 grad_norm: 5.1916 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5530 loss: 3.5530 2022/08/02 14:25:21 - mmengine - INFO - Epoch(train) [2][580/1879] lr: 2.0000e-03 eta: 1 day, 19:35:35 time: 0.2839 data_time: 0.0219 memory: 8198 grad_norm: 5.1148 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6374 loss: 3.6374 2022/08/02 14:25:27 - mmengine - INFO - Epoch(train) [2][600/1879] lr: 2.0000e-03 eta: 1 day, 19:32:30 time: 0.2816 data_time: 0.0257 memory: 8198 grad_norm: 5.2323 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.7678 loss: 3.7678 2022/08/02 14:25:32 - mmengine - INFO - Epoch(train) [2][620/1879] lr: 2.0000e-03 eta: 1 day, 19:29:26 time: 0.2811 data_time: 0.0262 memory: 8198 grad_norm: 5.2509 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4324 loss: 3.4324 2022/08/02 14:25:38 - mmengine - INFO - Epoch(train) [2][640/1879] lr: 2.0000e-03 eta: 1 day, 19:26:13 time: 0.2783 data_time: 0.0198 memory: 8198 grad_norm: 5.1852 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.5699 loss: 3.5699 2022/08/02 14:25:44 - mmengine - INFO - Epoch(train) [2][660/1879] lr: 2.0000e-03 eta: 1 day, 19:24:00 time: 0.2931 data_time: 0.0197 memory: 8198 grad_norm: 5.1930 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4758 loss: 3.4758 2022/08/02 14:25:49 - mmengine - INFO - Epoch(train) [2][680/1879] lr: 2.0000e-03 eta: 1 day, 19:20:50 time: 0.2775 data_time: 0.0256 memory: 8198 grad_norm: 5.2565 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.5194 loss: 3.5194 2022/08/02 14:25:55 - mmengine - INFO - Epoch(train) [2][700/1879] lr: 2.0000e-03 eta: 1 day, 19:18:07 time: 0.2839 data_time: 0.0215 memory: 8198 grad_norm: 5.2186 top1_acc: 0.0000 top5_acc: 0.5625 loss_cls: 3.6224 loss: 3.6224 2022/08/02 14:26:01 - mmengine - INFO - Epoch(train) [2][720/1879] lr: 2.0000e-03 eta: 1 day, 19:15:25 time: 0.2836 data_time: 0.0216 memory: 8198 grad_norm: 5.2029 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 3.7479 loss: 3.7479 2022/08/02 14:26:06 - mmengine - INFO - Epoch(train) [2][740/1879] lr: 2.0000e-03 eta: 1 day, 19:12:35 time: 0.2807 data_time: 0.0244 memory: 8198 grad_norm: 5.2740 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.4790 loss: 3.4790 2022/08/02 14:26:12 - mmengine - INFO - Epoch(train) [2][760/1879] lr: 2.0000e-03 eta: 1 day, 19:09:32 time: 0.2766 data_time: 0.0179 memory: 8198 grad_norm: 5.2528 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.6442 loss: 3.6442 2022/08/02 14:26:17 - mmengine - INFO - Epoch(train) [2][780/1879] lr: 2.0000e-03 eta: 1 day, 19:06:59 time: 0.2842 data_time: 0.0253 memory: 8198 grad_norm: 5.3065 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.4856 loss: 3.4856 2022/08/02 14:26:23 - mmengine - INFO - Epoch(train) [2][800/1879] lr: 2.0000e-03 eta: 1 day, 19:04:24 time: 0.2827 data_time: 0.0230 memory: 8198 grad_norm: 5.3160 top1_acc: 0.0625 top5_acc: 0.1875 loss_cls: 3.7349 loss: 3.7349 2022/08/02 14:26:29 - mmengine - INFO - Epoch(train) [2][820/1879] lr: 2.0000e-03 eta: 1 day, 19:01:39 time: 0.2795 data_time: 0.0230 memory: 8198 grad_norm: 5.3094 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.5463 loss: 3.5463 2022/08/02 14:26:34 - mmengine - INFO - Epoch(train) [2][840/1879] lr: 2.0000e-03 eta: 1 day, 18:59:23 time: 0.2872 data_time: 0.0245 memory: 8198 grad_norm: 5.1845 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.4360 loss: 3.4360 2022/08/02 14:26:40 - mmengine - INFO - Epoch(train) [2][860/1879] lr: 2.0000e-03 eta: 1 day, 18:56:44 time: 0.2799 data_time: 0.0218 memory: 8198 grad_norm: 5.2584 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 3.6131 loss: 3.6131 2022/08/02 14:26:46 - mmengine - INFO - Epoch(train) [2][880/1879] lr: 2.0000e-03 eta: 1 day, 18:54:37 time: 0.2885 data_time: 0.0246 memory: 8198 grad_norm: 5.3460 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.4941 loss: 3.4941 2022/08/02 14:26:51 - mmengine - INFO - Epoch(train) [2][900/1879] lr: 2.0000e-03 eta: 1 day, 18:51:52 time: 0.2769 data_time: 0.0255 memory: 8198 grad_norm: 5.3284 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.3816 loss: 3.3816 2022/08/02 14:26:57 - mmengine - INFO - Epoch(train) [2][920/1879] lr: 2.0000e-03 eta: 1 day, 18:49:46 time: 0.2875 data_time: 0.0218 memory: 8198 grad_norm: 5.3696 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.4161 loss: 3.4161 2022/08/02 14:27:03 - mmengine - INFO - Epoch(train) [2][940/1879] lr: 2.0000e-03 eta: 1 day, 18:47:23 time: 0.2823 data_time: 0.0269 memory: 8198 grad_norm: 5.3368 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.4319 loss: 3.4319 2022/08/02 14:27:08 - mmengine - INFO - Epoch(train) [2][960/1879] lr: 2.0000e-03 eta: 1 day, 18:44:58 time: 0.2810 data_time: 0.0209 memory: 8198 grad_norm: 5.3731 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4956 loss: 3.4956 2022/08/02 14:27:14 - mmengine - INFO - Epoch(train) [2][980/1879] lr: 2.0000e-03 eta: 1 day, 18:43:17 time: 0.2935 data_time: 0.0263 memory: 8198 grad_norm: 5.3065 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.5472 loss: 3.5472 2022/08/02 14:27:20 - mmengine - INFO - Epoch(train) [2][1000/1879] lr: 2.0000e-03 eta: 1 day, 18:40:43 time: 0.2773 data_time: 0.0187 memory: 8198 grad_norm: 5.4273 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3496 loss: 3.3496 2022/08/02 14:27:25 - mmengine - INFO - Epoch(train) [2][1020/1879] lr: 2.0000e-03 eta: 1 day, 18:38:26 time: 0.2819 data_time: 0.0238 memory: 8198 grad_norm: 5.3605 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.4079 loss: 3.4079 2022/08/02 14:27:31 - mmengine - INFO - Epoch(train) [2][1040/1879] lr: 2.0000e-03 eta: 1 day, 18:36:10 time: 0.2812 data_time: 0.0250 memory: 8198 grad_norm: 5.4062 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.6806 loss: 3.6806 2022/08/02 14:27:37 - mmengine - INFO - Epoch(train) [2][1060/1879] lr: 2.0000e-03 eta: 1 day, 18:33:59 time: 0.2826 data_time: 0.0239 memory: 8198 grad_norm: 5.4421 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4239 loss: 3.4239 2022/08/02 14:27:42 - mmengine - INFO - Epoch(train) [2][1080/1879] lr: 2.0000e-03 eta: 1 day, 18:31:29 time: 0.2761 data_time: 0.0231 memory: 8198 grad_norm: 5.3978 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.1994 loss: 3.1994 2022/08/02 14:27:48 - mmengine - INFO - Epoch(train) [2][1100/1879] lr: 2.0000e-03 eta: 1 day, 18:29:43 time: 0.2895 data_time: 0.0249 memory: 8198 grad_norm: 5.4418 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.4343 loss: 3.4343 2022/08/02 14:27:54 - mmengine - INFO - Epoch(train) [2][1120/1879] lr: 2.0000e-03 eta: 1 day, 18:29:48 time: 0.3235 data_time: 0.0453 memory: 8198 grad_norm: 5.3295 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.3371 loss: 3.3371 2022/08/02 14:27:55 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:28:00 - mmengine - INFO - Epoch(train) [2][1140/1879] lr: 2.0000e-03 eta: 1 day, 18:27:19 time: 0.2748 data_time: 0.0148 memory: 8198 grad_norm: 5.4741 top1_acc: 0.1250 top5_acc: 0.5625 loss_cls: 3.4187 loss: 3.4187 2022/08/02 14:28:06 - mmengine - INFO - Epoch(train) [2][1160/1879] lr: 2.0000e-03 eta: 1 day, 18:25:34 time: 0.2887 data_time: 0.0219 memory: 8198 grad_norm: 5.4272 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.4514 loss: 3.4514 2022/08/02 14:28:11 - mmengine - INFO - Epoch(train) [2][1180/1879] lr: 2.0000e-03 eta: 1 day, 18:23:17 time: 0.2777 data_time: 0.0182 memory: 8198 grad_norm: 5.4064 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.4412 loss: 3.4412 2022/08/02 14:28:17 - mmengine - INFO - Epoch(train) [2][1200/1879] lr: 2.0000e-03 eta: 1 day, 18:22:12 time: 0.3004 data_time: 0.0220 memory: 8198 grad_norm: 5.4487 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.4735 loss: 3.4735 2022/08/02 14:28:23 - mmengine - INFO - Epoch(train) [2][1220/1879] lr: 2.0000e-03 eta: 1 day, 18:20:15 time: 0.2831 data_time: 0.0254 memory: 8198 grad_norm: 5.4401 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.6354 loss: 3.6354 2022/08/02 14:28:29 - mmengine - INFO - Epoch(train) [2][1240/1879] lr: 2.0000e-03 eta: 1 day, 18:18:16 time: 0.2823 data_time: 0.0268 memory: 8198 grad_norm: 5.4021 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3087 loss: 3.3087 2022/08/02 14:28:34 - mmengine - INFO - Epoch(train) [2][1260/1879] lr: 2.0000e-03 eta: 1 day, 18:16:50 time: 0.2925 data_time: 0.0272 memory: 8198 grad_norm: 5.4896 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3159 loss: 3.3159 2022/08/02 14:28:40 - mmengine - INFO - Epoch(train) [2][1280/1879] lr: 2.0000e-03 eta: 1 day, 18:14:40 time: 0.2776 data_time: 0.0266 memory: 8198 grad_norm: 5.3650 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.4226 loss: 3.4226 2022/08/02 14:28:46 - mmengine - INFO - Epoch(train) [2][1300/1879] lr: 2.0000e-03 eta: 1 day, 18:12:44 time: 0.2817 data_time: 0.0237 memory: 8198 grad_norm: 5.4933 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4807 loss: 3.4807 2022/08/02 14:28:51 - mmengine - INFO - Epoch(train) [2][1320/1879] lr: 2.0000e-03 eta: 1 day, 18:10:37 time: 0.2775 data_time: 0.0232 memory: 8198 grad_norm: 5.4222 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.3434 loss: 3.3434 2022/08/02 14:28:57 - mmengine - INFO - Epoch(train) [2][1340/1879] lr: 2.0000e-03 eta: 1 day, 18:08:58 time: 0.2867 data_time: 0.0232 memory: 8198 grad_norm: 5.4528 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 3.4294 loss: 3.4294 2022/08/02 14:29:03 - mmengine - INFO - Epoch(train) [2][1360/1879] lr: 2.0000e-03 eta: 1 day, 18:07:01 time: 0.2800 data_time: 0.0222 memory: 8198 grad_norm: 5.4627 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 3.3979 loss: 3.3979 2022/08/02 14:29:08 - mmengine - INFO - Epoch(train) [2][1380/1879] lr: 2.0000e-03 eta: 1 day, 18:05:18 time: 0.2845 data_time: 0.0284 memory: 8198 grad_norm: 5.5394 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.3460 loss: 3.3460 2022/08/02 14:29:15 - mmengine - INFO - Epoch(train) [2][1400/1879] lr: 2.0000e-03 eta: 1 day, 18:05:08 time: 0.3158 data_time: 0.0201 memory: 8198 grad_norm: 5.4121 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 3.3292 loss: 3.3292 2022/08/02 14:29:21 - mmengine - INFO - Epoch(train) [2][1420/1879] lr: 2.0000e-03 eta: 1 day, 18:04:36 time: 0.3085 data_time: 0.0215 memory: 8198 grad_norm: 5.4986 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.4021 loss: 3.4021 2022/08/02 14:29:26 - mmengine - INFO - Epoch(train) [2][1440/1879] lr: 2.0000e-03 eta: 1 day, 18:02:43 time: 0.2800 data_time: 0.0221 memory: 8198 grad_norm: 5.4903 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.2040 loss: 3.2040 2022/08/02 14:29:32 - mmengine - INFO - Epoch(train) [2][1460/1879] lr: 2.0000e-03 eta: 1 day, 18:01:05 time: 0.2846 data_time: 0.0243 memory: 8198 grad_norm: 5.4640 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 3.3263 loss: 3.3263 2022/08/02 14:29:38 - mmengine - INFO - Epoch(train) [2][1480/1879] lr: 2.0000e-03 eta: 1 day, 17:59:45 time: 0.2910 data_time: 0.0214 memory: 8198 grad_norm: 5.5240 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 3.4220 loss: 3.4220 2022/08/02 14:29:44 - mmengine - INFO - Epoch(train) [2][1500/1879] lr: 2.0000e-03 eta: 1 day, 17:58:23 time: 0.2896 data_time: 0.0228 memory: 8198 grad_norm: 5.5116 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 3.2795 loss: 3.2795 2022/08/02 14:29:49 - mmengine - INFO - Epoch(train) [2][1520/1879] lr: 2.0000e-03 eta: 1 day, 17:56:39 time: 0.2818 data_time: 0.0249 memory: 8198 grad_norm: 5.5017 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.2783 loss: 3.2783 2022/08/02 14:29:55 - mmengine - INFO - Epoch(train) [2][1540/1879] lr: 2.0000e-03 eta: 1 day, 17:55:34 time: 0.2949 data_time: 0.0240 memory: 8198 grad_norm: 5.4579 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.2935 loss: 3.2935 2022/08/02 14:30:01 - mmengine - INFO - Epoch(train) [2][1560/1879] lr: 2.0000e-03 eta: 1 day, 17:53:43 time: 0.2785 data_time: 0.0225 memory: 8198 grad_norm: 5.5135 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0987 loss: 3.0987 2022/08/02 14:30:07 - mmengine - INFO - Epoch(train) [2][1580/1879] lr: 2.0000e-03 eta: 1 day, 17:52:47 time: 0.2978 data_time: 0.0287 memory: 8198 grad_norm: 5.5493 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.2590 loss: 3.2590 2022/08/02 14:30:12 - mmengine - INFO - Epoch(train) [2][1600/1879] lr: 2.0000e-03 eta: 1 day, 17:51:00 time: 0.2789 data_time: 0.0229 memory: 8198 grad_norm: 5.5591 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.3534 loss: 3.3534 2022/08/02 14:30:18 - mmengine - INFO - Epoch(train) [2][1620/1879] lr: 2.0000e-03 eta: 1 day, 17:50:05 time: 0.2978 data_time: 0.0229 memory: 8198 grad_norm: 5.6240 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.3513 loss: 3.3513 2022/08/02 14:30:24 - mmengine - INFO - Epoch(train) [2][1640/1879] lr: 2.0000e-03 eta: 1 day, 17:48:35 time: 0.2845 data_time: 0.0304 memory: 8198 grad_norm: 5.4884 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3074 loss: 3.3074 2022/08/02 14:30:29 - mmengine - INFO - Epoch(train) [2][1660/1879] lr: 2.0000e-03 eta: 1 day, 17:46:50 time: 0.2786 data_time: 0.0215 memory: 8198 grad_norm: 5.5182 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.4032 loss: 3.4032 2022/08/02 14:30:35 - mmengine - INFO - Epoch(train) [2][1680/1879] lr: 2.0000e-03 eta: 1 day, 17:45:55 time: 0.2969 data_time: 0.0195 memory: 8198 grad_norm: 5.4582 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2836 loss: 3.2836 2022/08/02 14:30:41 - mmengine - INFO - Epoch(train) [2][1700/1879] lr: 2.0000e-03 eta: 1 day, 17:44:11 time: 0.2781 data_time: 0.0221 memory: 8198 grad_norm: 5.5095 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1470 loss: 3.1470 2022/08/02 14:30:47 - mmengine - INFO - Epoch(train) [2][1720/1879] lr: 2.0000e-03 eta: 1 day, 17:42:29 time: 0.2788 data_time: 0.0167 memory: 8198 grad_norm: 5.4585 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 3.3215 loss: 3.3215 2022/08/02 14:30:52 - mmengine - INFO - Epoch(train) [2][1740/1879] lr: 2.0000e-03 eta: 1 day, 17:40:54 time: 0.2809 data_time: 0.0246 memory: 8198 grad_norm: 5.5570 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 3.1402 loss: 3.1402 2022/08/02 14:30:58 - mmengine - INFO - Epoch(train) [2][1760/1879] lr: 2.0000e-03 eta: 1 day, 17:39:23 time: 0.2820 data_time: 0.0240 memory: 8198 grad_norm: 5.5485 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1818 loss: 3.1818 2022/08/02 14:31:03 - mmengine - INFO - Epoch(train) [2][1780/1879] lr: 2.0000e-03 eta: 1 day, 17:37:51 time: 0.2811 data_time: 0.0210 memory: 8198 grad_norm: 5.5034 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2272 loss: 3.2272 2022/08/02 14:31:09 - mmengine - INFO - Epoch(train) [2][1800/1879] lr: 2.0000e-03 eta: 1 day, 17:36:20 time: 0.2814 data_time: 0.0193 memory: 8198 grad_norm: 5.5771 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1376 loss: 3.1376 2022/08/02 14:31:15 - mmengine - INFO - Epoch(train) [2][1820/1879] lr: 2.0000e-03 eta: 1 day, 17:34:45 time: 0.2795 data_time: 0.0243 memory: 8198 grad_norm: 5.5802 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 3.2573 loss: 3.2573 2022/08/02 14:31:20 - mmengine - INFO - Epoch(train) [2][1840/1879] lr: 2.0000e-03 eta: 1 day, 17:33:12 time: 0.2796 data_time: 0.0168 memory: 8198 grad_norm: 5.5908 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1822 loss: 3.1822 2022/08/02 14:31:26 - mmengine - INFO - Epoch(train) [2][1860/1879] lr: 2.0000e-03 eta: 1 day, 17:32:24 time: 0.2972 data_time: 0.0241 memory: 8198 grad_norm: 5.6401 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3422 loss: 3.3422 2022/08/02 14:31:31 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:31:31 - mmengine - INFO - Epoch(train) [2][1879/1879] lr: 2.0000e-03 eta: 1 day, 17:32:24 time: 0.2510 data_time: 0.0135 memory: 8198 grad_norm: 5.7602 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 3.2305 loss: 3.2305 2022/08/02 14:31:39 - mmengine - INFO - Epoch(train) [3][20/1879] lr: 3.0000e-03 eta: 1 day, 17:23:05 time: 0.3946 data_time: 0.1097 memory: 8198 grad_norm: 5.7056 top1_acc: 0.2500 top5_acc: 0.3125 loss_cls: 3.1945 loss: 3.1945 2022/08/02 14:31:45 - mmengine - INFO - Epoch(train) [3][40/1879] lr: 3.0000e-03 eta: 1 day, 17:22:27 time: 0.2996 data_time: 0.0203 memory: 8198 grad_norm: 5.5146 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2020 loss: 3.2020 2022/08/02 14:31:51 - mmengine - INFO - Epoch(train) [3][60/1879] lr: 3.0000e-03 eta: 1 day, 17:21:21 time: 0.2879 data_time: 0.0245 memory: 8198 grad_norm: 5.5350 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0872 loss: 3.0872 2022/08/02 14:31:56 - mmengine - INFO - Epoch(train) [3][80/1879] lr: 3.0000e-03 eta: 1 day, 17:19:58 time: 0.2813 data_time: 0.0207 memory: 8198 grad_norm: 5.6724 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1830 loss: 3.1830 2022/08/02 14:32:02 - mmengine - INFO - Epoch(train) [3][100/1879] lr: 3.0000e-03 eta: 1 day, 17:18:37 time: 0.2817 data_time: 0.0243 memory: 8198 grad_norm: 5.7086 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 3.2174 loss: 3.2174 2022/08/02 14:32:08 - mmengine - INFO - Epoch(train) [3][120/1879] lr: 3.0000e-03 eta: 1 day, 17:17:30 time: 0.2869 data_time: 0.0243 memory: 8198 grad_norm: 5.6018 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2338 loss: 3.2338 2022/08/02 14:32:13 - mmengine - INFO - Epoch(train) [3][140/1879] lr: 3.0000e-03 eta: 1 day, 17:15:57 time: 0.2759 data_time: 0.0212 memory: 8198 grad_norm: 5.6415 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.2318 loss: 3.2318 2022/08/02 14:32:19 - mmengine - INFO - Epoch(train) [3][160/1879] lr: 3.0000e-03 eta: 1 day, 17:14:29 time: 0.2779 data_time: 0.0258 memory: 8198 grad_norm: 5.6456 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.1280 loss: 3.1280 2022/08/02 14:32:25 - mmengine - INFO - Epoch(train) [3][180/1879] lr: 3.0000e-03 eta: 1 day, 17:13:33 time: 0.2905 data_time: 0.0258 memory: 8198 grad_norm: 5.6592 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0759 loss: 3.0759 2022/08/02 14:32:30 - mmengine - INFO - Epoch(train) [3][200/1879] lr: 3.0000e-03 eta: 1 day, 17:12:45 time: 0.2941 data_time: 0.0340 memory: 8198 grad_norm: 5.5901 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 3.0815 loss: 3.0815 2022/08/02 14:32:36 - mmengine - INFO - Epoch(train) [3][220/1879] lr: 3.0000e-03 eta: 1 day, 17:11:18 time: 0.2772 data_time: 0.0230 memory: 8198 grad_norm: 5.5523 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0799 loss: 3.0799 2022/08/02 14:32:42 - mmengine - INFO - Epoch(train) [3][240/1879] lr: 3.0000e-03 eta: 1 day, 17:10:03 time: 0.2820 data_time: 0.0267 memory: 8198 grad_norm: 5.6767 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.2386 loss: 3.2386 2022/08/02 14:32:42 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:32:48 - mmengine - INFO - Epoch(train) [3][260/1879] lr: 3.0000e-03 eta: 1 day, 17:09:46 time: 0.3061 data_time: 0.0226 memory: 8198 grad_norm: 5.7240 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 3.2473 loss: 3.2473 2022/08/02 14:32:53 - mmengine - INFO - Epoch(train) [3][280/1879] lr: 3.0000e-03 eta: 1 day, 17:08:20 time: 0.2770 data_time: 0.0168 memory: 8198 grad_norm: 5.6720 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1272 loss: 3.1272 2022/08/02 14:32:59 - mmengine - INFO - Epoch(train) [3][300/1879] lr: 3.0000e-03 eta: 1 day, 17:07:01 time: 0.2791 data_time: 0.0221 memory: 8198 grad_norm: 5.6458 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0502 loss: 3.0502 2022/08/02 14:33:05 - mmengine - INFO - Epoch(train) [3][320/1879] lr: 3.0000e-03 eta: 1 day, 17:06:33 time: 0.3010 data_time: 0.0237 memory: 8198 grad_norm: 5.8130 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 3.1285 loss: 3.1285 2022/08/02 14:33:10 - mmengine - INFO - Epoch(train) [3][340/1879] lr: 3.0000e-03 eta: 1 day, 17:05:06 time: 0.2756 data_time: 0.0181 memory: 8198 grad_norm: 5.7668 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1469 loss: 3.1469 2022/08/02 14:33:16 - mmengine - INFO - Epoch(train) [3][360/1879] lr: 3.0000e-03 eta: 1 day, 17:03:57 time: 0.2832 data_time: 0.0267 memory: 8198 grad_norm: 5.6241 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.9984 loss: 2.9984 2022/08/02 14:33:22 - mmengine - INFO - Epoch(train) [3][380/1879] lr: 3.0000e-03 eta: 1 day, 17:02:35 time: 0.2773 data_time: 0.0245 memory: 8198 grad_norm: 5.6707 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8532 loss: 2.8532 2022/08/02 14:33:27 - mmengine - INFO - Epoch(train) [3][400/1879] lr: 3.0000e-03 eta: 1 day, 17:01:42 time: 0.2890 data_time: 0.0210 memory: 8198 grad_norm: 5.7020 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1212 loss: 3.1212 2022/08/02 14:33:33 - mmengine - INFO - Epoch(train) [3][420/1879] lr: 3.0000e-03 eta: 1 day, 17:00:27 time: 0.2799 data_time: 0.0225 memory: 8198 grad_norm: 5.6817 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.1400 loss: 3.1400 2022/08/02 14:33:39 - mmengine - INFO - Epoch(train) [3][440/1879] lr: 3.0000e-03 eta: 1 day, 16:59:22 time: 0.2834 data_time: 0.0206 memory: 8198 grad_norm: 5.5867 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0785 loss: 3.0785 2022/08/02 14:33:45 - mmengine - INFO - Epoch(train) [3][460/1879] lr: 3.0000e-03 eta: 1 day, 16:58:53 time: 0.2994 data_time: 0.0241 memory: 8198 grad_norm: 5.7814 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2458 loss: 3.2458 2022/08/02 14:33:50 - mmengine - INFO - Epoch(train) [3][480/1879] lr: 3.0000e-03 eta: 1 day, 16:57:30 time: 0.2755 data_time: 0.0198 memory: 8198 grad_norm: 5.6493 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9228 loss: 2.9228 2022/08/02 14:33:56 - mmengine - INFO - Epoch(train) [3][500/1879] lr: 3.0000e-03 eta: 1 day, 16:56:20 time: 0.2806 data_time: 0.0219 memory: 8198 grad_norm: 5.7265 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0709 loss: 3.0709 2022/08/02 14:34:01 - mmengine - INFO - Epoch(train) [3][520/1879] lr: 3.0000e-03 eta: 1 day, 16:55:10 time: 0.2804 data_time: 0.0185 memory: 8198 grad_norm: 5.6939 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.1354 loss: 3.1354 2022/08/02 14:34:07 - mmengine - INFO - Epoch(train) [3][540/1879] lr: 3.0000e-03 eta: 1 day, 16:54:18 time: 0.2884 data_time: 0.0251 memory: 8198 grad_norm: 5.8235 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.9787 loss: 2.9787 2022/08/02 14:34:13 - mmengine - INFO - Epoch(train) [3][560/1879] lr: 3.0000e-03 eta: 1 day, 16:53:04 time: 0.2784 data_time: 0.0240 memory: 8198 grad_norm: 5.6395 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 3.0654 loss: 3.0654 2022/08/02 14:34:18 - mmengine - INFO - Epoch(train) [3][580/1879] lr: 3.0000e-03 eta: 1 day, 16:52:02 time: 0.2834 data_time: 0.0201 memory: 8198 grad_norm: 5.7846 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 3.0208 loss: 3.0208 2022/08/02 14:34:24 - mmengine - INFO - Epoch(train) [3][600/1879] lr: 3.0000e-03 eta: 1 day, 16:51:30 time: 0.2965 data_time: 0.0247 memory: 8198 grad_norm: 5.7512 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 3.1027 loss: 3.1027 2022/08/02 14:34:30 - mmengine - INFO - Epoch(train) [3][620/1879] lr: 3.0000e-03 eta: 1 day, 16:50:19 time: 0.2792 data_time: 0.0230 memory: 8198 grad_norm: 5.8125 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.2446 loss: 3.2446 2022/08/02 14:34:36 - mmengine - INFO - Epoch(train) [3][640/1879] lr: 3.0000e-03 eta: 1 day, 16:49:12 time: 0.2803 data_time: 0.0191 memory: 8198 grad_norm: 5.6221 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.2001 loss: 3.2001 2022/08/02 14:34:41 - mmengine - INFO - Epoch(train) [3][660/1879] lr: 3.0000e-03 eta: 1 day, 16:48:03 time: 0.2792 data_time: 0.0260 memory: 8198 grad_norm: 5.8042 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0339 loss: 3.0339 2022/08/02 14:34:47 - mmengine - INFO - Epoch(train) [3][680/1879] lr: 3.0000e-03 eta: 1 day, 16:47:55 time: 0.3075 data_time: 0.0219 memory: 8198 grad_norm: 5.6692 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0183 loss: 3.0183 2022/08/02 14:34:53 - mmengine - INFO - Epoch(train) [3][700/1879] lr: 3.0000e-03 eta: 1 day, 16:46:56 time: 0.2831 data_time: 0.0213 memory: 8198 grad_norm: 5.8201 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0380 loss: 3.0380 2022/08/02 14:34:59 - mmengine - INFO - Epoch(train) [3][720/1879] lr: 3.0000e-03 eta: 1 day, 16:45:50 time: 0.2803 data_time: 0.0227 memory: 8198 grad_norm: 5.7698 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0613 loss: 3.0613 2022/08/02 14:35:04 - mmengine - INFO - Epoch(train) [3][740/1879] lr: 3.0000e-03 eta: 1 day, 16:45:13 time: 0.2934 data_time: 0.0234 memory: 8198 grad_norm: 5.7574 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 3.1318 loss: 3.1318 2022/08/02 14:35:10 - mmengine - INFO - Epoch(train) [3][760/1879] lr: 3.0000e-03 eta: 1 day, 16:44:11 time: 0.2812 data_time: 0.0237 memory: 8198 grad_norm: 5.7860 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.2354 loss: 3.2354 2022/08/02 14:35:16 - mmengine - INFO - Epoch(train) [3][780/1879] lr: 3.0000e-03 eta: 1 day, 16:43:06 time: 0.2798 data_time: 0.0199 memory: 8198 grad_norm: 5.7373 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.9777 loss: 2.9777 2022/08/02 14:35:21 - mmengine - INFO - Epoch(train) [3][800/1879] lr: 3.0000e-03 eta: 1 day, 16:42:05 time: 0.2813 data_time: 0.0173 memory: 8198 grad_norm: 5.7923 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9112 loss: 2.9112 2022/08/02 14:35:27 - mmengine - INFO - Epoch(train) [3][820/1879] lr: 3.0000e-03 eta: 1 day, 16:41:12 time: 0.2851 data_time: 0.0230 memory: 8198 grad_norm: 5.8908 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.0559 loss: 3.0559 2022/08/02 14:35:33 - mmengine - INFO - Epoch(train) [3][840/1879] lr: 3.0000e-03 eta: 1 day, 16:40:26 time: 0.2881 data_time: 0.0198 memory: 8198 grad_norm: 5.7432 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 3.1762 loss: 3.1762 2022/08/02 14:35:38 - mmengine - INFO - Epoch(train) [3][860/1879] lr: 3.0000e-03 eta: 1 day, 16:39:36 time: 0.2863 data_time: 0.0233 memory: 8198 grad_norm: 5.8184 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 3.0079 loss: 3.0079 2022/08/02 14:35:44 - mmengine - INFO - Epoch(train) [3][880/1879] lr: 3.0000e-03 eta: 1 day, 16:38:46 time: 0.2860 data_time: 0.0273 memory: 8198 grad_norm: 5.8553 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.3378 loss: 3.3378 2022/08/02 14:35:50 - mmengine - INFO - Epoch(train) [3][900/1879] lr: 3.0000e-03 eta: 1 day, 16:37:36 time: 0.2755 data_time: 0.0209 memory: 8198 grad_norm: 5.7746 top1_acc: 0.2500 top5_acc: 0.3125 loss_cls: 3.0076 loss: 3.0076 2022/08/02 14:35:55 - mmengine - INFO - Epoch(train) [3][920/1879] lr: 3.0000e-03 eta: 1 day, 16:36:44 time: 0.2846 data_time: 0.0214 memory: 8198 grad_norm: 5.7414 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.9836 loss: 2.9836 2022/08/02 14:36:01 - mmengine - INFO - Epoch(train) [3][940/1879] lr: 3.0000e-03 eta: 1 day, 16:35:41 time: 0.2791 data_time: 0.0269 memory: 8198 grad_norm: 5.7057 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 3.0711 loss: 3.0711 2022/08/02 14:36:07 - mmengine - INFO - Epoch(train) [3][960/1879] lr: 3.0000e-03 eta: 1 day, 16:34:53 time: 0.2862 data_time: 0.0265 memory: 8198 grad_norm: 5.8514 top1_acc: 0.0625 top5_acc: 0.2500 loss_cls: 3.1229 loss: 3.1229 2022/08/02 14:36:12 - mmengine - INFO - Epoch(train) [3][980/1879] lr: 3.0000e-03 eta: 1 day, 16:33:53 time: 0.2798 data_time: 0.0269 memory: 8198 grad_norm: 5.8618 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 3.1018 loss: 3.1018 2022/08/02 14:36:18 - mmengine - INFO - Epoch(train) [3][1000/1879] lr: 3.0000e-03 eta: 1 day, 16:33:00 time: 0.2833 data_time: 0.0187 memory: 8198 grad_norm: 5.7824 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.2280 loss: 3.2280 2022/08/02 14:36:24 - mmengine - INFO - Epoch(train) [3][1020/1879] lr: 3.0000e-03 eta: 1 day, 16:32:30 time: 0.2945 data_time: 0.0220 memory: 8198 grad_norm: 5.8214 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 3.0470 loss: 3.0470 2022/08/02 14:36:29 - mmengine - INFO - Epoch(train) [3][1040/1879] lr: 3.0000e-03 eta: 1 day, 16:31:27 time: 0.2776 data_time: 0.0191 memory: 8198 grad_norm: 5.8783 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9098 loss: 2.9098 2022/08/02 14:36:35 - mmengine - INFO - Epoch(train) [3][1060/1879] lr: 3.0000e-03 eta: 1 day, 16:30:37 time: 0.2840 data_time: 0.0236 memory: 8198 grad_norm: 5.8473 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0839 loss: 3.0839 2022/08/02 14:36:41 - mmengine - INFO - Epoch(train) [3][1080/1879] lr: 3.0000e-03 eta: 1 day, 16:29:35 time: 0.2782 data_time: 0.0213 memory: 8198 grad_norm: 5.8085 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0208 loss: 3.0208 2022/08/02 14:36:46 - mmengine - INFO - Epoch(train) [3][1100/1879] lr: 3.0000e-03 eta: 1 day, 16:29:01 time: 0.2916 data_time: 0.0208 memory: 8198 grad_norm: 5.9285 top1_acc: 0.0625 top5_acc: 0.4375 loss_cls: 3.1645 loss: 3.1645 2022/08/02 14:36:52 - mmengine - INFO - Epoch(train) [3][1120/1879] lr: 3.0000e-03 eta: 1 day, 16:27:57 time: 0.2768 data_time: 0.0199 memory: 8198 grad_norm: 5.8512 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0181 loss: 3.0181 2022/08/02 14:36:58 - mmengine - INFO - Epoch(train) [3][1140/1879] lr: 3.0000e-03 eta: 1 day, 16:27:06 time: 0.2826 data_time: 0.0224 memory: 8198 grad_norm: 5.7445 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7978 loss: 2.7978 2022/08/02 14:37:03 - mmengine - INFO - Epoch(train) [3][1160/1879] lr: 3.0000e-03 eta: 1 day, 16:26:34 time: 0.2928 data_time: 0.0203 memory: 8198 grad_norm: 5.8157 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 3.1235 loss: 3.1235 2022/08/02 14:37:09 - mmengine - INFO - Epoch(train) [3][1180/1879] lr: 3.0000e-03 eta: 1 day, 16:25:44 time: 0.2827 data_time: 0.0237 memory: 8198 grad_norm: 5.7563 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9016 loss: 2.9016 2022/08/02 14:37:15 - mmengine - INFO - Epoch(train) [3][1200/1879] lr: 3.0000e-03 eta: 1 day, 16:24:54 time: 0.2833 data_time: 0.0214 memory: 8198 grad_norm: 5.8337 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9065 loss: 2.9065 2022/08/02 14:37:20 - mmengine - INFO - Epoch(train) [3][1220/1879] lr: 3.0000e-03 eta: 1 day, 16:24:05 time: 0.2831 data_time: 0.0194 memory: 8198 grad_norm: 5.8458 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7950 loss: 2.7950 2022/08/02 14:37:26 - mmengine - INFO - Epoch(train) [3][1240/1879] lr: 3.0000e-03 eta: 1 day, 16:23:19 time: 0.2843 data_time: 0.0241 memory: 8198 grad_norm: 5.7830 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0226 loss: 3.0226 2022/08/02 14:37:27 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:37:32 - mmengine - INFO - Epoch(train) [3][1260/1879] lr: 3.0000e-03 eta: 1 day, 16:22:33 time: 0.2845 data_time: 0.0254 memory: 8198 grad_norm: 5.8523 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9305 loss: 2.9305 2022/08/02 14:37:38 - mmengine - INFO - Epoch(train) [3][1280/1879] lr: 3.0000e-03 eta: 1 day, 16:22:13 time: 0.2978 data_time: 0.0169 memory: 8198 grad_norm: 5.8742 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9269 loss: 2.9269 2022/08/02 14:37:43 - mmengine - INFO - Epoch(train) [3][1300/1879] lr: 3.0000e-03 eta: 1 day, 16:21:22 time: 0.2816 data_time: 0.0250 memory: 8198 grad_norm: 5.8075 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.2154 loss: 3.2154 2022/08/02 14:37:49 - mmengine - INFO - Epoch(train) [3][1320/1879] lr: 3.0000e-03 eta: 1 day, 16:20:31 time: 0.2813 data_time: 0.0215 memory: 8198 grad_norm: 5.8143 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.9999 loss: 2.9999 2022/08/02 14:37:55 - mmengine - INFO - Epoch(train) [3][1340/1879] lr: 3.0000e-03 eta: 1 day, 16:19:59 time: 0.2916 data_time: 0.0246 memory: 8198 grad_norm: 5.8373 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 2.9901 loss: 2.9901 2022/08/02 14:38:00 - mmengine - INFO - Epoch(train) [3][1360/1879] lr: 3.0000e-03 eta: 1 day, 16:19:05 time: 0.2792 data_time: 0.0233 memory: 8198 grad_norm: 5.9276 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9322 loss: 2.9322 2022/08/02 14:38:06 - mmengine - INFO - Epoch(train) [3][1380/1879] lr: 3.0000e-03 eta: 1 day, 16:18:44 time: 0.2970 data_time: 0.0215 memory: 8198 grad_norm: 5.8923 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.9785 loss: 2.9785 2022/08/02 14:38:12 - mmengine - INFO - Epoch(train) [3][1400/1879] lr: 3.0000e-03 eta: 1 day, 16:17:51 time: 0.2793 data_time: 0.0197 memory: 8198 grad_norm: 5.7702 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.8198 loss: 2.8198 2022/08/02 14:38:18 - mmengine - INFO - Epoch(train) [3][1420/1879] lr: 3.0000e-03 eta: 1 day, 16:17:10 time: 0.2861 data_time: 0.0228 memory: 8198 grad_norm: 5.8608 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9201 loss: 2.9201 2022/08/02 14:38:23 - mmengine - INFO - Epoch(train) [3][1440/1879] lr: 3.0000e-03 eta: 1 day, 16:16:17 time: 0.2787 data_time: 0.0206 memory: 8198 grad_norm: 5.9008 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 3.0472 loss: 3.0472 2022/08/02 14:38:29 - mmengine - INFO - Epoch(train) [3][1460/1879] lr: 3.0000e-03 eta: 1 day, 16:15:24 time: 0.2791 data_time: 0.0197 memory: 8198 grad_norm: 5.7877 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8815 loss: 2.8815 2022/08/02 14:38:35 - mmengine - INFO - Epoch(train) [3][1480/1879] lr: 3.0000e-03 eta: 1 day, 16:14:56 time: 0.2924 data_time: 0.0235 memory: 8198 grad_norm: 5.7753 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6848 loss: 2.6848 2022/08/02 14:38:40 - mmengine - INFO - Epoch(train) [3][1500/1879] lr: 3.0000e-03 eta: 1 day, 16:14:03 time: 0.2789 data_time: 0.0237 memory: 8198 grad_norm: 5.8194 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 3.0825 loss: 3.0825 2022/08/02 14:38:46 - mmengine - INFO - Epoch(train) [3][1520/1879] lr: 3.0000e-03 eta: 1 day, 16:13:35 time: 0.2924 data_time: 0.0350 memory: 8198 grad_norm: 5.7990 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0909 loss: 3.0909 2022/08/02 14:38:52 - mmengine - INFO - Epoch(train) [3][1540/1879] lr: 3.0000e-03 eta: 1 day, 16:12:49 time: 0.2818 data_time: 0.0228 memory: 8198 grad_norm: 5.8372 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.9726 loss: 2.9726 2022/08/02 14:38:58 - mmengine - INFO - Epoch(train) [3][1560/1879] lr: 3.0000e-03 eta: 1 day, 16:12:11 time: 0.2866 data_time: 0.0147 memory: 8198 grad_norm: 5.8898 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 3.1336 loss: 3.1336 2022/08/02 14:39:03 - mmengine - INFO - Epoch(train) [3][1580/1879] lr: 3.0000e-03 eta: 1 day, 16:11:24 time: 0.2816 data_time: 0.0200 memory: 8198 grad_norm: 5.8350 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.8731 loss: 2.8731 2022/08/02 14:39:09 - mmengine - INFO - Epoch(train) [3][1600/1879] lr: 3.0000e-03 eta: 1 day, 16:10:32 time: 0.2779 data_time: 0.0248 memory: 8198 grad_norm: 5.8221 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 3.0749 loss: 3.0749 2022/08/02 14:39:15 - mmengine - INFO - Epoch(train) [3][1620/1879] lr: 3.0000e-03 eta: 1 day, 16:10:01 time: 0.2901 data_time: 0.0246 memory: 8198 grad_norm: 5.9513 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 2.8010 loss: 2.8010 2022/08/02 14:39:20 - mmengine - INFO - Epoch(train) [3][1640/1879] lr: 3.0000e-03 eta: 1 day, 16:09:04 time: 0.2751 data_time: 0.0189 memory: 8198 grad_norm: 5.8302 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7845 loss: 2.7845 2022/08/02 14:39:26 - mmengine - INFO - Epoch(train) [3][1660/1879] lr: 3.0000e-03 eta: 1 day, 16:08:19 time: 0.2820 data_time: 0.0271 memory: 8198 grad_norm: 5.9089 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8061 loss: 2.8061 2022/08/02 14:39:31 - mmengine - INFO - Epoch(train) [3][1680/1879] lr: 3.0000e-03 eta: 1 day, 16:07:33 time: 0.2807 data_time: 0.0211 memory: 8198 grad_norm: 5.8536 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7967 loss: 2.7967 2022/08/02 14:39:37 - mmengine - INFO - Epoch(train) [3][1700/1879] lr: 3.0000e-03 eta: 1 day, 16:07:00 time: 0.2886 data_time: 0.0233 memory: 8198 grad_norm: 5.8520 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0179 loss: 3.0179 2022/08/02 14:39:43 - mmengine - INFO - Epoch(train) [3][1720/1879] lr: 3.0000e-03 eta: 1 day, 16:06:08 time: 0.2768 data_time: 0.0274 memory: 8198 grad_norm: 5.9543 top1_acc: 0.4375 top5_acc: 0.4375 loss_cls: 3.0237 loss: 3.0237 2022/08/02 14:39:48 - mmengine - INFO - Epoch(train) [3][1740/1879] lr: 3.0000e-03 eta: 1 day, 16:05:24 time: 0.2817 data_time: 0.0218 memory: 8198 grad_norm: 5.8417 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7300 loss: 2.7300 2022/08/02 14:39:54 - mmengine - INFO - Epoch(train) [3][1760/1879] lr: 3.0000e-03 eta: 1 day, 16:04:39 time: 0.2813 data_time: 0.0189 memory: 8198 grad_norm: 5.8971 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.9389 loss: 2.9389 2022/08/02 14:40:00 - mmengine - INFO - Epoch(train) [3][1780/1879] lr: 3.0000e-03 eta: 1 day, 16:03:59 time: 0.2834 data_time: 0.0224 memory: 8198 grad_norm: 5.9080 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.8826 loss: 2.8826 2022/08/02 14:40:05 - mmengine - INFO - Epoch(train) [3][1800/1879] lr: 3.0000e-03 eta: 1 day, 16:03:22 time: 0.2853 data_time: 0.0229 memory: 8198 grad_norm: 6.0064 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 3.0560 loss: 3.0560 2022/08/02 14:40:11 - mmengine - INFO - Epoch(train) [3][1820/1879] lr: 3.0000e-03 eta: 1 day, 16:02:46 time: 0.2860 data_time: 0.0249 memory: 8198 grad_norm: 5.9612 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.9082 loss: 2.9082 2022/08/02 14:40:17 - mmengine - INFO - Epoch(train) [3][1840/1879] lr: 3.0000e-03 eta: 1 day, 16:02:29 time: 0.2964 data_time: 0.0221 memory: 8198 grad_norm: 5.9027 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8997 loss: 2.8997 2022/08/02 14:40:22 - mmengine - INFO - Epoch(train) [3][1860/1879] lr: 3.0000e-03 eta: 1 day, 16:01:40 time: 0.2779 data_time: 0.0203 memory: 8198 grad_norm: 5.9773 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 3.0102 loss: 3.0102 2022/08/02 14:40:27 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:40:27 - mmengine - INFO - Epoch(train) [3][1879/1879] lr: 3.0000e-03 eta: 1 day, 16:01:40 time: 0.2534 data_time: 0.0152 memory: 8198 grad_norm: 6.0449 top1_acc: 0.1429 top5_acc: 0.4286 loss_cls: 2.9082 loss: 2.9082 2022/08/02 14:40:35 - mmengine - INFO - Epoch(train) [4][20/1879] lr: 4.0000e-03 eta: 1 day, 15:56:15 time: 0.4050 data_time: 0.1103 memory: 8198 grad_norm: 5.9892 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8980 loss: 2.8980 2022/08/02 14:40:41 - mmengine - INFO - Epoch(train) [4][40/1879] lr: 4.0000e-03 eta: 1 day, 15:55:31 time: 0.2796 data_time: 0.0204 memory: 8198 grad_norm: 5.9529 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.7928 loss: 2.7928 2022/08/02 14:40:47 - mmengine - INFO - Epoch(train) [4][60/1879] lr: 4.0000e-03 eta: 1 day, 15:54:53 time: 0.2834 data_time: 0.0242 memory: 8198 grad_norm: 5.8758 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9149 loss: 2.9149 2022/08/02 14:40:52 - mmengine - INFO - Epoch(train) [4][80/1879] lr: 4.0000e-03 eta: 1 day, 15:54:13 time: 0.2814 data_time: 0.0203 memory: 8198 grad_norm: 5.9593 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7880 loss: 2.7880 2022/08/02 14:40:58 - mmengine - INFO - Epoch(train) [4][100/1879] lr: 4.0000e-03 eta: 1 day, 15:53:52 time: 0.2935 data_time: 0.0176 memory: 8198 grad_norm: 5.9561 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.7158 loss: 2.7158 2022/08/02 14:41:04 - mmengine - INFO - Epoch(train) [4][120/1879] lr: 4.0000e-03 eta: 1 day, 15:53:04 time: 0.2765 data_time: 0.0206 memory: 8198 grad_norm: 6.0725 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 3.0731 loss: 3.0731 2022/08/02 14:41:09 - mmengine - INFO - Epoch(train) [4][140/1879] lr: 4.0000e-03 eta: 1 day, 15:52:30 time: 0.2851 data_time: 0.0289 memory: 8198 grad_norm: 5.9360 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7676 loss: 2.7676 2022/08/02 14:41:15 - mmengine - INFO - Epoch(train) [4][160/1879] lr: 4.0000e-03 eta: 1 day, 15:51:49 time: 0.2812 data_time: 0.0241 memory: 8198 grad_norm: 6.0351 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8909 loss: 2.8909 2022/08/02 14:41:21 - mmengine - INFO - Epoch(train) [4][180/1879] lr: 4.0000e-03 eta: 1 day, 15:51:25 time: 0.2908 data_time: 0.0423 memory: 8198 grad_norm: 6.0080 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6755 loss: 2.6755 2022/08/02 14:41:27 - mmengine - INFO - Epoch(train) [4][200/1879] lr: 4.0000e-03 eta: 1 day, 15:51:44 time: 0.3171 data_time: 0.0647 memory: 8198 grad_norm: 5.8927 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.7843 loss: 2.7843 2022/08/02 14:41:33 - mmengine - INFO - Epoch(train) [4][220/1879] lr: 4.0000e-03 eta: 1 day, 15:50:58 time: 0.2773 data_time: 0.0204 memory: 8198 grad_norm: 5.8682 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7747 loss: 2.7747 2022/08/02 14:41:38 - mmengine - INFO - Epoch(train) [4][240/1879] lr: 4.0000e-03 eta: 1 day, 15:50:28 time: 0.2873 data_time: 0.0232 memory: 8198 grad_norm: 5.9736 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7870 loss: 2.7870 2022/08/02 14:41:45 - mmengine - INFO - Epoch(train) [4][260/1879] lr: 4.0000e-03 eta: 1 day, 15:51:17 time: 0.3359 data_time: 0.0826 memory: 8198 grad_norm: 5.9627 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9508 loss: 2.9508 2022/08/02 14:41:51 - mmengine - INFO - Epoch(train) [4][280/1879] lr: 4.0000e-03 eta: 1 day, 15:50:38 time: 0.2815 data_time: 0.0241 memory: 8198 grad_norm: 5.8426 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.8221 loss: 2.8221 2022/08/02 14:41:57 - mmengine - INFO - Epoch(train) [4][300/1879] lr: 4.0000e-03 eta: 1 day, 15:50:27 time: 0.2988 data_time: 0.0237 memory: 8198 grad_norm: 5.9353 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 3.0365 loss: 3.0365 2022/08/02 14:42:02 - mmengine - INFO - Epoch(train) [4][320/1879] lr: 4.0000e-03 eta: 1 day, 15:49:44 time: 0.2788 data_time: 0.0195 memory: 8198 grad_norm: 5.8867 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.7230 loss: 2.7230 2022/08/02 14:42:08 - mmengine - INFO - Epoch(train) [4][340/1879] lr: 4.0000e-03 eta: 1 day, 15:49:14 time: 0.2866 data_time: 0.0343 memory: 8198 grad_norm: 5.8994 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7648 loss: 2.7648 2022/08/02 14:42:14 - mmengine - INFO - Epoch(train) [4][360/1879] lr: 4.0000e-03 eta: 1 day, 15:48:38 time: 0.2831 data_time: 0.0280 memory: 8198 grad_norm: 5.8673 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.9088 loss: 2.9088 2022/08/02 14:42:15 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:42:19 - mmengine - INFO - Epoch(train) [4][380/1879] lr: 4.0000e-03 eta: 1 day, 15:48:03 time: 0.2830 data_time: 0.0325 memory: 8198 grad_norm: 5.8768 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 2.8245 loss: 2.8245 2022/08/02 14:42:26 - mmengine - INFO - Epoch(train) [4][400/1879] lr: 4.0000e-03 eta: 1 day, 15:49:01 time: 0.3425 data_time: 0.0875 memory: 8198 grad_norm: 5.8957 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 3.0561 loss: 3.0561 2022/08/02 14:42:32 - mmengine - INFO - Epoch(train) [4][420/1879] lr: 4.0000e-03 eta: 1 day, 15:48:20 time: 0.2793 data_time: 0.0235 memory: 8198 grad_norm: 5.8447 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8731 loss: 2.8731 2022/08/02 14:42:38 - mmengine - INFO - Epoch(train) [4][440/1879] lr: 4.0000e-03 eta: 1 day, 15:47:42 time: 0.2817 data_time: 0.0208 memory: 8198 grad_norm: 5.8215 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.8418 loss: 2.8418 2022/08/02 14:42:43 - mmengine - INFO - Epoch(train) [4][460/1879] lr: 4.0000e-03 eta: 1 day, 15:47:05 time: 0.2814 data_time: 0.0278 memory: 8198 grad_norm: 5.8353 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.8896 loss: 2.8896 2022/08/02 14:42:49 - mmengine - INFO - Epoch(train) [4][480/1879] lr: 4.0000e-03 eta: 1 day, 15:46:33 time: 0.2851 data_time: 0.0244 memory: 8198 grad_norm: 5.9304 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.7816 loss: 2.7816 2022/08/02 14:42:55 - mmengine - INFO - Epoch(train) [4][500/1879] lr: 4.0000e-03 eta: 1 day, 15:46:01 time: 0.2844 data_time: 0.0235 memory: 8198 grad_norm: 5.8640 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.8789 loss: 2.8789 2022/08/02 14:43:00 - mmengine - INFO - Epoch(train) [4][520/1879] lr: 4.0000e-03 eta: 1 day, 15:45:25 time: 0.2820 data_time: 0.0265 memory: 8198 grad_norm: 5.8648 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8060 loss: 2.8060 2022/08/02 14:43:06 - mmengine - INFO - Epoch(train) [4][540/1879] lr: 4.0000e-03 eta: 1 day, 15:44:48 time: 0.2817 data_time: 0.0263 memory: 8198 grad_norm: 5.9239 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7831 loss: 2.7831 2022/08/02 14:43:12 - mmengine - INFO - Epoch(train) [4][560/1879] lr: 4.0000e-03 eta: 1 day, 15:44:43 time: 0.3020 data_time: 0.0412 memory: 8198 grad_norm: 5.8959 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8451 loss: 2.8451 2022/08/02 14:43:17 - mmengine - INFO - Epoch(train) [4][580/1879] lr: 4.0000e-03 eta: 1 day, 15:44:07 time: 0.2818 data_time: 0.0224 memory: 8198 grad_norm: 5.9047 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7145 loss: 2.7145 2022/08/02 14:43:23 - mmengine - INFO - Epoch(train) [4][600/1879] lr: 4.0000e-03 eta: 1 day, 15:43:35 time: 0.2838 data_time: 0.0241 memory: 8198 grad_norm: 6.0398 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.9027 loss: 2.9027 2022/08/02 14:43:29 - mmengine - INFO - Epoch(train) [4][620/1879] lr: 4.0000e-03 eta: 1 day, 15:43:11 time: 0.2893 data_time: 0.0232 memory: 8198 grad_norm: 6.0412 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8993 loss: 2.8993 2022/08/02 14:43:35 - mmengine - INFO - Epoch(train) [4][640/1879] lr: 4.0000e-03 eta: 1 day, 15:42:32 time: 0.2798 data_time: 0.0235 memory: 8198 grad_norm: 5.9945 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.8536 loss: 2.8536 2022/08/02 14:43:40 - mmengine - INFO - Epoch(train) [4][660/1879] lr: 4.0000e-03 eta: 1 day, 15:41:56 time: 0.2809 data_time: 0.0216 memory: 8198 grad_norm: 5.8996 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9553 loss: 2.9553 2022/08/02 14:43:46 - mmengine - INFO - Epoch(train) [4][680/1879] lr: 4.0000e-03 eta: 1 day, 15:41:22 time: 0.2827 data_time: 0.0260 memory: 8198 grad_norm: 6.0060 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.8988 loss: 2.8988 2022/08/02 14:43:52 - mmengine - INFO - Epoch(train) [4][700/1879] lr: 4.0000e-03 eta: 1 day, 15:40:50 time: 0.2838 data_time: 0.0254 memory: 8198 grad_norm: 5.9886 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7883 loss: 2.7883 2022/08/02 14:43:57 - mmengine - INFO - Epoch(train) [4][720/1879] lr: 4.0000e-03 eta: 1 day, 15:40:17 time: 0.2828 data_time: 0.0209 memory: 8198 grad_norm: 5.9800 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7847 loss: 2.7847 2022/08/02 14:44:04 - mmengine - INFO - Epoch(train) [4][740/1879] lr: 4.0000e-03 eta: 1 day, 15:40:58 time: 0.3322 data_time: 0.0818 memory: 8198 grad_norm: 5.9402 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6141 loss: 2.6141 2022/08/02 14:44:09 - mmengine - INFO - Epoch(train) [4][760/1879] lr: 4.0000e-03 eta: 1 day, 15:40:23 time: 0.2817 data_time: 0.0241 memory: 8198 grad_norm: 5.9868 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7556 loss: 2.7556 2022/08/02 14:44:15 - mmengine - INFO - Epoch(train) [4][780/1879] lr: 4.0000e-03 eta: 1 day, 15:39:46 time: 0.2799 data_time: 0.0278 memory: 8198 grad_norm: 6.0003 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9388 loss: 2.9388 2022/08/02 14:44:21 - mmengine - INFO - Epoch(train) [4][800/1879] lr: 4.0000e-03 eta: 1 day, 15:39:04 time: 0.2762 data_time: 0.0219 memory: 8198 grad_norm: 5.8186 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.9009 loss: 2.9009 2022/08/02 14:44:26 - mmengine - INFO - Epoch(train) [4][820/1879] lr: 4.0000e-03 eta: 1 day, 15:38:28 time: 0.2806 data_time: 0.0245 memory: 8198 grad_norm: 5.8179 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7956 loss: 2.7956 2022/08/02 14:44:32 - mmengine - INFO - Epoch(train) [4][840/1879] lr: 4.0000e-03 eta: 1 day, 15:37:58 time: 0.2845 data_time: 0.0225 memory: 8198 grad_norm: 5.8697 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6760 loss: 2.6760 2022/08/02 14:44:37 - mmengine - INFO - Epoch(train) [4][860/1879] lr: 4.0000e-03 eta: 1 day, 15:37:20 time: 0.2786 data_time: 0.0275 memory: 8198 grad_norm: 5.8801 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8566 loss: 2.8566 2022/08/02 14:44:43 - mmengine - INFO - Epoch(train) [4][880/1879] lr: 4.0000e-03 eta: 1 day, 15:36:45 time: 0.2810 data_time: 0.0284 memory: 8198 grad_norm: 5.9274 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9484 loss: 2.9484 2022/08/02 14:44:49 - mmengine - INFO - Epoch(train) [4][900/1879] lr: 4.0000e-03 eta: 1 day, 15:36:27 time: 0.2922 data_time: 0.0226 memory: 8198 grad_norm: 5.9282 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.8982 loss: 2.8982 2022/08/02 14:44:55 - mmengine - INFO - Epoch(train) [4][920/1879] lr: 4.0000e-03 eta: 1 day, 15:36:01 time: 0.2863 data_time: 0.0208 memory: 8198 grad_norm: 5.9206 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8124 loss: 2.8124 2022/08/02 14:45:00 - mmengine - INFO - Epoch(train) [4][940/1879] lr: 4.0000e-03 eta: 1 day, 15:35:37 time: 0.2884 data_time: 0.0208 memory: 8198 grad_norm: 6.0110 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8560 loss: 2.8560 2022/08/02 14:45:06 - mmengine - INFO - Epoch(train) [4][960/1879] lr: 4.0000e-03 eta: 1 day, 15:35:10 time: 0.2858 data_time: 0.0191 memory: 8198 grad_norm: 6.0244 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.9145 loss: 2.9145 2022/08/02 14:45:12 - mmengine - INFO - Epoch(train) [4][980/1879] lr: 4.0000e-03 eta: 1 day, 15:34:40 time: 0.2834 data_time: 0.0244 memory: 8198 grad_norm: 6.0396 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6398 loss: 2.6398 2022/08/02 14:45:17 - mmengine - INFO - Epoch(train) [4][1000/1879] lr: 4.0000e-03 eta: 1 day, 15:34:05 time: 0.2798 data_time: 0.0196 memory: 8198 grad_norm: 6.0416 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.8499 loss: 2.8499 2022/08/02 14:45:23 - mmengine - INFO - Epoch(train) [4][1020/1879] lr: 4.0000e-03 eta: 1 day, 15:33:29 time: 0.2798 data_time: 0.0232 memory: 8198 grad_norm: 6.0062 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.7355 loss: 2.7355 2022/08/02 14:45:29 - mmengine - INFO - Epoch(train) [4][1040/1879] lr: 4.0000e-03 eta: 1 day, 15:33:02 time: 0.2854 data_time: 0.0232 memory: 8198 grad_norm: 5.9086 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.9004 loss: 2.9004 2022/08/02 14:45:34 - mmengine - INFO - Epoch(train) [4][1060/1879] lr: 4.0000e-03 eta: 1 day, 15:32:24 time: 0.2772 data_time: 0.0267 memory: 8198 grad_norm: 5.8374 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.8170 loss: 2.8170 2022/08/02 14:45:40 - mmengine - INFO - Epoch(train) [4][1080/1879] lr: 4.0000e-03 eta: 1 day, 15:31:48 time: 0.2788 data_time: 0.0262 memory: 8198 grad_norm: 5.9534 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6121 loss: 2.6121 2022/08/02 14:45:46 - mmengine - INFO - Epoch(train) [4][1100/1879] lr: 4.0000e-03 eta: 1 day, 15:31:37 time: 0.2962 data_time: 0.0219 memory: 8198 grad_norm: 5.8782 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.6295 loss: 2.6295 2022/08/02 14:45:51 - mmengine - INFO - Epoch(train) [4][1120/1879] lr: 4.0000e-03 eta: 1 day, 15:30:56 time: 0.2757 data_time: 0.0201 memory: 8198 grad_norm: 5.8813 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7873 loss: 2.7873 2022/08/02 14:45:57 - mmengine - INFO - Epoch(train) [4][1140/1879] lr: 4.0000e-03 eta: 1 day, 15:31:04 time: 0.3101 data_time: 0.0479 memory: 8198 grad_norm: 6.0542 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7403 loss: 2.7403 2022/08/02 14:46:03 - mmengine - INFO - Epoch(train) [4][1160/1879] lr: 4.0000e-03 eta: 1 day, 15:30:26 time: 0.2764 data_time: 0.0193 memory: 8198 grad_norm: 5.9281 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7447 loss: 2.7447 2022/08/02 14:46:09 - mmengine - INFO - Epoch(train) [4][1180/1879] lr: 4.0000e-03 eta: 1 day, 15:29:55 time: 0.2820 data_time: 0.0226 memory: 8198 grad_norm: 5.8992 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8638 loss: 2.8638 2022/08/02 14:46:14 - mmengine - INFO - Epoch(train) [4][1200/1879] lr: 4.0000e-03 eta: 1 day, 15:29:21 time: 0.2798 data_time: 0.0229 memory: 8198 grad_norm: 5.8960 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.8810 loss: 2.8810 2022/08/02 14:46:20 - mmengine - INFO - Epoch(train) [4][1220/1879] lr: 4.0000e-03 eta: 1 day, 15:28:56 time: 0.2862 data_time: 0.0266 memory: 8198 grad_norm: 5.8686 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7964 loss: 2.7964 2022/08/02 14:46:26 - mmengine - INFO - Epoch(train) [4][1240/1879] lr: 4.0000e-03 eta: 1 day, 15:28:28 time: 0.2838 data_time: 0.0260 memory: 8198 grad_norm: 5.9731 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.6391 loss: 2.6391 2022/08/02 14:46:31 - mmengine - INFO - Epoch(train) [4][1260/1879] lr: 4.0000e-03 eta: 1 day, 15:27:56 time: 0.2806 data_time: 0.0219 memory: 8198 grad_norm: 5.9908 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.7319 loss: 2.7319 2022/08/02 14:46:37 - mmengine - INFO - Epoch(train) [4][1280/1879] lr: 4.0000e-03 eta: 1 day, 15:27:48 time: 0.2981 data_time: 0.0453 memory: 8198 grad_norm: 5.9439 top1_acc: 0.1250 top5_acc: 0.3125 loss_cls: 2.7269 loss: 2.7269 2022/08/02 14:46:43 - mmengine - INFO - Epoch(train) [4][1300/1879] lr: 4.0000e-03 eta: 1 day, 15:27:16 time: 0.2807 data_time: 0.0219 memory: 8198 grad_norm: 5.9547 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.9864 loss: 2.9864 2022/08/02 14:46:49 - mmengine - INFO - Epoch(train) [4][1320/1879] lr: 4.0000e-03 eta: 1 day, 15:26:52 time: 0.2865 data_time: 0.0236 memory: 8198 grad_norm: 5.8796 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7572 loss: 2.7572 2022/08/02 14:46:54 - mmengine - INFO - Epoch(train) [4][1340/1879] lr: 4.0000e-03 eta: 1 day, 15:26:18 time: 0.2793 data_time: 0.0281 memory: 8198 grad_norm: 5.9916 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.7533 loss: 2.7533 2022/08/02 14:47:00 - mmengine - INFO - Epoch(train) [4][1360/1879] lr: 4.0000e-03 eta: 1 day, 15:25:56 time: 0.2873 data_time: 0.0218 memory: 8198 grad_norm: 5.8516 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8531 loss: 2.8531 2022/08/02 14:47:01 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:47:06 - mmengine - INFO - Epoch(train) [4][1380/1879] lr: 4.0000e-03 eta: 1 day, 15:25:31 time: 0.2854 data_time: 0.0247 memory: 8198 grad_norm: 5.9354 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.6969 loss: 2.6969 2022/08/02 14:47:11 - mmengine - INFO - Epoch(train) [4][1400/1879] lr: 4.0000e-03 eta: 1 day, 15:24:58 time: 0.2792 data_time: 0.0230 memory: 8198 grad_norm: 5.9919 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.9340 loss: 2.9340 2022/08/02 14:47:17 - mmengine - INFO - Epoch(train) [4][1420/1879] lr: 4.0000e-03 eta: 1 day, 15:24:37 time: 0.2883 data_time: 0.0270 memory: 8198 grad_norm: 5.9413 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.6959 loss: 2.6959 2022/08/02 14:47:23 - mmengine - INFO - Epoch(train) [4][1440/1879] lr: 4.0000e-03 eta: 1 day, 15:24:10 time: 0.2843 data_time: 0.0188 memory: 8198 grad_norm: 5.7945 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6552 loss: 2.6552 2022/08/02 14:47:28 - mmengine - INFO - Epoch(train) [4][1460/1879] lr: 4.0000e-03 eta: 1 day, 15:23:47 time: 0.2861 data_time: 0.0230 memory: 8198 grad_norm: 5.8572 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7530 loss: 2.7530 2022/08/02 14:47:34 - mmengine - INFO - Epoch(train) [4][1480/1879] lr: 4.0000e-03 eta: 1 day, 15:23:11 time: 0.2765 data_time: 0.0219 memory: 8198 grad_norm: 5.8912 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8613 loss: 2.8613 2022/08/02 14:47:40 - mmengine - INFO - Epoch(train) [4][1500/1879] lr: 4.0000e-03 eta: 1 day, 15:22:48 time: 0.2869 data_time: 0.0226 memory: 8198 grad_norm: 5.8376 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6307 loss: 2.6307 2022/08/02 14:47:46 - mmengine - INFO - Epoch(train) [4][1520/1879] lr: 4.0000e-03 eta: 1 day, 15:22:50 time: 0.3049 data_time: 0.0264 memory: 8198 grad_norm: 6.0558 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6428 loss: 2.6428 2022/08/02 14:47:51 - mmengine - INFO - Epoch(train) [4][1540/1879] lr: 4.0000e-03 eta: 1 day, 15:22:13 time: 0.2755 data_time: 0.0175 memory: 8198 grad_norm: 5.9315 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.7254 loss: 2.7254 2022/08/02 14:47:57 - mmengine - INFO - Epoch(train) [4][1560/1879] lr: 4.0000e-03 eta: 1 day, 15:21:53 time: 0.2889 data_time: 0.0210 memory: 8198 grad_norm: 5.9339 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7426 loss: 2.7426 2022/08/02 14:48:03 - mmengine - INFO - Epoch(train) [4][1580/1879] lr: 4.0000e-03 eta: 1 day, 15:21:23 time: 0.2807 data_time: 0.0267 memory: 8198 grad_norm: 6.0572 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.8537 loss: 2.8537 2022/08/02 14:48:08 - mmengine - INFO - Epoch(train) [4][1600/1879] lr: 4.0000e-03 eta: 1 day, 15:20:58 time: 0.2846 data_time: 0.0257 memory: 8198 grad_norm: 5.9790 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.9347 loss: 2.9347 2022/08/02 14:48:14 - mmengine - INFO - Epoch(train) [4][1620/1879] lr: 4.0000e-03 eta: 1 day, 15:20:26 time: 0.2792 data_time: 0.0235 memory: 8198 grad_norm: 5.9835 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.7364 loss: 2.7364 2022/08/02 14:48:20 - mmengine - INFO - Epoch(train) [4][1640/1879] lr: 4.0000e-03 eta: 1 day, 15:19:56 time: 0.2801 data_time: 0.0239 memory: 8198 grad_norm: 5.7977 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.7591 loss: 2.7591 2022/08/02 14:48:26 - mmengine - INFO - Epoch(train) [4][1660/1879] lr: 4.0000e-03 eta: 1 day, 15:20:06 time: 0.3115 data_time: 0.0203 memory: 8198 grad_norm: 5.9788 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7363 loss: 2.7363 2022/08/02 14:48:31 - mmengine - INFO - Epoch(train) [4][1680/1879] lr: 4.0000e-03 eta: 1 day, 15:19:27 time: 0.2731 data_time: 0.0193 memory: 8198 grad_norm: 6.0196 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7985 loss: 2.7985 2022/08/02 14:48:38 - mmengine - INFO - Epoch(train) [4][1700/1879] lr: 4.0000e-03 eta: 1 day, 15:20:37 time: 0.3582 data_time: 0.0234 memory: 8198 grad_norm: 5.8939 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.7375 loss: 2.7375 2022/08/02 14:48:44 - mmengine - INFO - Epoch(train) [4][1720/1879] lr: 4.0000e-03 eta: 1 day, 15:20:05 time: 0.2784 data_time: 0.0230 memory: 8198 grad_norm: 6.0262 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.6266 loss: 2.6266 2022/08/02 14:48:50 - mmengine - INFO - Epoch(train) [4][1740/1879] lr: 4.0000e-03 eta: 1 day, 15:19:44 time: 0.2871 data_time: 0.0256 memory: 8198 grad_norm: 6.0045 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8225 loss: 2.8225 2022/08/02 14:48:55 - mmengine - INFO - Epoch(train) [4][1760/1879] lr: 4.0000e-03 eta: 1 day, 15:19:16 time: 0.2816 data_time: 0.0180 memory: 8198 grad_norm: 5.9987 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5681 loss: 2.5681 2022/08/02 14:49:01 - mmengine - INFO - Epoch(train) [4][1780/1879] lr: 4.0000e-03 eta: 1 day, 15:18:46 time: 0.2805 data_time: 0.0213 memory: 8198 grad_norm: 6.0058 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6873 loss: 2.6873 2022/08/02 14:49:07 - mmengine - INFO - Epoch(train) [4][1800/1879] lr: 4.0000e-03 eta: 1 day, 15:18:18 time: 0.2814 data_time: 0.0206 memory: 8198 grad_norm: 6.0124 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.7838 loss: 2.7838 2022/08/02 14:49:12 - mmengine - INFO - Epoch(train) [4][1820/1879] lr: 4.0000e-03 eta: 1 day, 15:17:47 time: 0.2792 data_time: 0.0240 memory: 8198 grad_norm: 5.9517 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.7349 loss: 2.7349 2022/08/02 14:49:18 - mmengine - INFO - Epoch(train) [4][1840/1879] lr: 4.0000e-03 eta: 1 day, 15:17:22 time: 0.2834 data_time: 0.0270 memory: 8198 grad_norm: 5.9709 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.7660 loss: 2.7660 2022/08/02 14:49:23 - mmengine - INFO - Epoch(train) [4][1860/1879] lr: 4.0000e-03 eta: 1 day, 15:16:54 time: 0.2812 data_time: 0.0250 memory: 8198 grad_norm: 5.9414 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.8429 loss: 2.8429 2022/08/02 14:49:28 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:49:28 - mmengine - INFO - Epoch(train) [4][1879/1879] lr: 4.0000e-03 eta: 1 day, 15:16:54 time: 0.2582 data_time: 0.0192 memory: 8198 grad_norm: 6.0404 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.6031 loss: 2.6031 2022/08/02 14:49:28 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/08/02 14:49:38 - mmengine - INFO - Epoch(train) [5][20/1879] lr: 5.0000e-03 eta: 1 day, 15:12:10 time: 0.3657 data_time: 0.1088 memory: 8198 grad_norm: 5.8647 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4246 loss: 2.4246 2022/08/02 14:49:44 - mmengine - INFO - Epoch(train) [5][40/1879] lr: 5.0000e-03 eta: 1 day, 15:11:37 time: 0.2764 data_time: 0.0152 memory: 8198 grad_norm: 6.0803 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7417 loss: 2.7417 2022/08/02 14:49:50 - mmengine - INFO - Epoch(train) [5][60/1879] lr: 5.0000e-03 eta: 1 day, 15:11:44 time: 0.3084 data_time: 0.0232 memory: 8198 grad_norm: 5.9832 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5766 loss: 2.5766 2022/08/02 14:49:56 - mmengine - INFO - Epoch(train) [5][80/1879] lr: 5.0000e-03 eta: 1 day, 15:11:14 time: 0.2792 data_time: 0.0229 memory: 8198 grad_norm: 6.0661 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.8173 loss: 2.8173 2022/08/02 14:50:02 - mmengine - INFO - Epoch(train) [5][100/1879] lr: 5.0000e-03 eta: 1 day, 15:11:26 time: 0.3122 data_time: 0.0578 memory: 8198 grad_norm: 5.9589 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.8159 loss: 2.8159 2022/08/02 14:50:07 - mmengine - INFO - Epoch(train) [5][120/1879] lr: 5.0000e-03 eta: 1 day, 15:11:02 time: 0.2833 data_time: 0.0217 memory: 8198 grad_norm: 6.0217 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.8274 loss: 2.8274 2022/08/02 14:50:13 - mmengine - INFO - Epoch(train) [5][140/1879] lr: 5.0000e-03 eta: 1 day, 15:10:31 time: 0.2782 data_time: 0.0254 memory: 8198 grad_norm: 5.9174 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.6931 loss: 2.6931 2022/08/02 14:50:19 - mmengine - INFO - Epoch(train) [5][160/1879] lr: 5.0000e-03 eta: 1 day, 15:10:04 time: 0.2807 data_time: 0.0198 memory: 8198 grad_norm: 6.0225 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.6230 loss: 2.6230 2022/08/02 14:50:24 - mmengine - INFO - Epoch(train) [5][180/1879] lr: 5.0000e-03 eta: 1 day, 15:09:37 time: 0.2811 data_time: 0.0207 memory: 8198 grad_norm: 5.8325 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 2.5111 loss: 2.5111 2022/08/02 14:50:30 - mmengine - INFO - Epoch(train) [5][200/1879] lr: 5.0000e-03 eta: 1 day, 15:09:17 time: 0.2858 data_time: 0.0201 memory: 8198 grad_norm: 5.9382 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.5886 loss: 2.5886 2022/08/02 14:50:36 - mmengine - INFO - Epoch(train) [5][220/1879] lr: 5.0000e-03 eta: 1 day, 15:08:50 time: 0.2810 data_time: 0.0221 memory: 8198 grad_norm: 6.0311 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8664 loss: 2.8664 2022/08/02 14:50:41 - mmengine - INFO - Epoch(train) [5][240/1879] lr: 5.0000e-03 eta: 1 day, 15:08:24 time: 0.2812 data_time: 0.0241 memory: 8198 grad_norm: 6.0674 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.8549 loss: 2.8549 2022/08/02 14:50:47 - mmengine - INFO - Epoch(train) [5][260/1879] lr: 5.0000e-03 eta: 1 day, 15:08:36 time: 0.3122 data_time: 0.0573 memory: 8198 grad_norm: 5.8297 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5110 loss: 2.5110 2022/08/02 14:50:53 - mmengine - INFO - Epoch(train) [5][280/1879] lr: 5.0000e-03 eta: 1 day, 15:08:05 time: 0.2774 data_time: 0.0238 memory: 8198 grad_norm: 5.9447 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5528 loss: 2.5528 2022/08/02 14:50:59 - mmengine - INFO - Epoch(train) [5][300/1879] lr: 5.0000e-03 eta: 1 day, 15:07:43 time: 0.2845 data_time: 0.0251 memory: 8198 grad_norm: 6.0286 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7700 loss: 2.7700 2022/08/02 14:51:04 - mmengine - INFO - Epoch(train) [5][320/1879] lr: 5.0000e-03 eta: 1 day, 15:07:14 time: 0.2781 data_time: 0.0222 memory: 8198 grad_norm: 5.9016 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6735 loss: 2.6735 2022/08/02 14:51:10 - mmengine - INFO - Epoch(train) [5][340/1879] lr: 5.0000e-03 eta: 1 day, 15:06:56 time: 0.2882 data_time: 0.0239 memory: 8198 grad_norm: 5.9065 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7717 loss: 2.7717 2022/08/02 14:51:16 - mmengine - INFO - Epoch(train) [5][360/1879] lr: 5.0000e-03 eta: 1 day, 15:06:51 time: 0.2980 data_time: 0.0393 memory: 8198 grad_norm: 5.7600 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6360 loss: 2.6360 2022/08/02 14:51:22 - mmengine - INFO - Epoch(train) [5][380/1879] lr: 5.0000e-03 eta: 1 day, 15:06:19 time: 0.2761 data_time: 0.0213 memory: 8198 grad_norm: 5.8507 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6591 loss: 2.6591 2022/08/02 14:51:27 - mmengine - INFO - Epoch(train) [5][400/1879] lr: 5.0000e-03 eta: 1 day, 15:06:00 time: 0.2864 data_time: 0.0201 memory: 8198 grad_norm: 5.8582 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.7665 loss: 2.7665 2022/08/02 14:51:33 - mmengine - INFO - Epoch(train) [5][420/1879] lr: 5.0000e-03 eta: 1 day, 15:05:35 time: 0.2816 data_time: 0.0195 memory: 8198 grad_norm: 5.8784 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6027 loss: 2.6027 2022/08/02 14:51:39 - mmengine - INFO - Epoch(train) [5][440/1879] lr: 5.0000e-03 eta: 1 day, 15:05:11 time: 0.2823 data_time: 0.0239 memory: 8198 grad_norm: 5.8957 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.6883 loss: 2.6883 2022/08/02 14:51:44 - mmengine - INFO - Epoch(train) [5][460/1879] lr: 5.0000e-03 eta: 1 day, 15:04:42 time: 0.2783 data_time: 0.0232 memory: 8198 grad_norm: 5.8675 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.7741 loss: 2.7741 2022/08/02 14:51:50 - mmengine - INFO - Epoch(train) [5][480/1879] lr: 5.0000e-03 eta: 1 day, 15:04:26 time: 0.2886 data_time: 0.0289 memory: 8198 grad_norm: 5.8133 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4302 loss: 2.4302 2022/08/02 14:51:51 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:51:56 - mmengine - INFO - Epoch(train) [5][500/1879] lr: 5.0000e-03 eta: 1 day, 15:04:09 time: 0.2883 data_time: 0.0224 memory: 8198 grad_norm: 5.8823 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5302 loss: 2.5302 2022/08/02 14:52:01 - mmengine - INFO - Epoch(train) [5][520/1879] lr: 5.0000e-03 eta: 1 day, 15:03:43 time: 0.2801 data_time: 0.0256 memory: 8198 grad_norm: 5.9339 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5629 loss: 2.5629 2022/08/02 14:52:07 - mmengine - INFO - Epoch(train) [5][540/1879] lr: 5.0000e-03 eta: 1 day, 15:03:30 time: 0.2911 data_time: 0.0209 memory: 8198 grad_norm: 5.9207 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.6718 loss: 2.6718 2022/08/02 14:52:13 - mmengine - INFO - Epoch(train) [5][560/1879] lr: 5.0000e-03 eta: 1 day, 15:03:00 time: 0.2769 data_time: 0.0238 memory: 8198 grad_norm: 5.8720 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6431 loss: 2.6431 2022/08/02 14:52:18 - mmengine - INFO - Epoch(train) [5][580/1879] lr: 5.0000e-03 eta: 1 day, 15:02:30 time: 0.2770 data_time: 0.0203 memory: 8198 grad_norm: 5.9299 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.6793 loss: 2.6793 2022/08/02 14:52:24 - mmengine - INFO - Epoch(train) [5][600/1879] lr: 5.0000e-03 eta: 1 day, 15:02:09 time: 0.2841 data_time: 0.0218 memory: 8198 grad_norm: 6.0818 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6059 loss: 2.6059 2022/08/02 14:52:30 - mmengine - INFO - Epoch(train) [5][620/1879] lr: 5.0000e-03 eta: 1 day, 15:01:56 time: 0.2911 data_time: 0.0249 memory: 8198 grad_norm: 5.8950 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7289 loss: 2.7289 2022/08/02 14:52:35 - mmengine - INFO - Epoch(train) [5][640/1879] lr: 5.0000e-03 eta: 1 day, 15:01:33 time: 0.2826 data_time: 0.0228 memory: 8198 grad_norm: 5.9273 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8544 loss: 2.8544 2022/08/02 14:52:41 - mmengine - INFO - Epoch(train) [5][660/1879] lr: 5.0000e-03 eta: 1 day, 15:01:07 time: 0.2797 data_time: 0.0243 memory: 8198 grad_norm: 5.8952 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7854 loss: 2.7854 2022/08/02 14:52:47 - mmengine - INFO - Epoch(train) [5][680/1879] lr: 5.0000e-03 eta: 1 day, 15:00:46 time: 0.2840 data_time: 0.0271 memory: 8198 grad_norm: 5.6839 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.7046 loss: 2.7046 2022/08/02 14:52:52 - mmengine - INFO - Epoch(train) [5][700/1879] lr: 5.0000e-03 eta: 1 day, 15:00:28 time: 0.2860 data_time: 0.0237 memory: 8198 grad_norm: 5.8981 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7633 loss: 2.7633 2022/08/02 14:52:58 - mmengine - INFO - Epoch(train) [5][720/1879] lr: 5.0000e-03 eta: 1 day, 15:00:00 time: 0.2782 data_time: 0.0202 memory: 8198 grad_norm: 5.8710 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.6957 loss: 2.6957 2022/08/02 14:53:03 - mmengine - INFO - Epoch(train) [5][740/1879] lr: 5.0000e-03 eta: 1 day, 14:59:34 time: 0.2795 data_time: 0.0224 memory: 8198 grad_norm: 5.9081 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6156 loss: 2.6156 2022/08/02 14:53:09 - mmengine - INFO - Epoch(train) [5][760/1879] lr: 5.0000e-03 eta: 1 day, 14:59:12 time: 0.2828 data_time: 0.0220 memory: 8198 grad_norm: 6.0208 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.7023 loss: 2.7023 2022/08/02 14:53:15 - mmengine - INFO - Epoch(train) [5][780/1879] lr: 5.0000e-03 eta: 1 day, 14:58:51 time: 0.2833 data_time: 0.0198 memory: 8198 grad_norm: 5.9353 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.7118 loss: 2.7118 2022/08/02 14:53:21 - mmengine - INFO - Epoch(train) [5][800/1879] lr: 5.0000e-03 eta: 1 day, 14:58:47 time: 0.2991 data_time: 0.0430 memory: 8198 grad_norm: 5.9067 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6792 loss: 2.6792 2022/08/02 14:53:27 - mmengine - INFO - Epoch(train) [5][820/1879] lr: 5.0000e-03 eta: 1 day, 14:58:31 time: 0.2881 data_time: 0.0235 memory: 8198 grad_norm: 5.9024 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5275 loss: 2.5275 2022/08/02 14:53:32 - mmengine - INFO - Epoch(train) [5][840/1879] lr: 5.0000e-03 eta: 1 day, 14:58:03 time: 0.2773 data_time: 0.0214 memory: 8198 grad_norm: 5.9156 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9245 loss: 2.9245 2022/08/02 14:53:38 - mmengine - INFO - Epoch(train) [5][860/1879] lr: 5.0000e-03 eta: 1 day, 14:57:40 time: 0.2816 data_time: 0.0241 memory: 8198 grad_norm: 5.9133 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5861 loss: 2.5861 2022/08/02 14:53:44 - mmengine - INFO - Epoch(train) [5][880/1879] lr: 5.0000e-03 eta: 1 day, 14:57:51 time: 0.3115 data_time: 0.0616 memory: 8198 grad_norm: 5.8520 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6011 loss: 2.6011 2022/08/02 14:53:50 - mmengine - INFO - Epoch(train) [5][900/1879] lr: 5.0000e-03 eta: 1 day, 14:58:01 time: 0.3114 data_time: 0.0258 memory: 8198 grad_norm: 5.9848 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7463 loss: 2.7463 2022/08/02 14:53:56 - mmengine - INFO - Epoch(train) [5][920/1879] lr: 5.0000e-03 eta: 1 day, 14:57:33 time: 0.2768 data_time: 0.0184 memory: 8198 grad_norm: 5.9024 top1_acc: 0.1875 top5_acc: 0.2500 loss_cls: 2.7317 loss: 2.7317 2022/08/02 14:54:01 - mmengine - INFO - Epoch(train) [5][940/1879] lr: 5.0000e-03 eta: 1 day, 14:57:18 time: 0.2887 data_time: 0.0264 memory: 8198 grad_norm: 5.7721 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4155 loss: 2.4155 2022/08/02 14:54:07 - mmengine - INFO - Epoch(train) [5][960/1879] lr: 5.0000e-03 eta: 1 day, 14:57:07 time: 0.2919 data_time: 0.0262 memory: 8198 grad_norm: 5.9067 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4307 loss: 2.4307 2022/08/02 14:54:13 - mmengine - INFO - Epoch(train) [5][980/1879] lr: 5.0000e-03 eta: 1 day, 14:56:39 time: 0.2776 data_time: 0.0238 memory: 8198 grad_norm: 5.8736 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7355 loss: 2.7355 2022/08/02 14:54:19 - mmengine - INFO - Epoch(train) [5][1000/1879] lr: 5.0000e-03 eta: 1 day, 14:56:18 time: 0.2829 data_time: 0.0199 memory: 8198 grad_norm: 5.9261 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.6012 loss: 2.6012 2022/08/02 14:54:24 - mmengine - INFO - Epoch(train) [5][1020/1879] lr: 5.0000e-03 eta: 1 day, 14:55:58 time: 0.2836 data_time: 0.0230 memory: 8198 grad_norm: 5.8909 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8594 loss: 2.8594 2022/08/02 14:54:30 - mmengine - INFO - Epoch(train) [5][1040/1879] lr: 5.0000e-03 eta: 1 day, 14:55:36 time: 0.2823 data_time: 0.0237 memory: 8198 grad_norm: 5.7983 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3541 loss: 2.3541 2022/08/02 14:54:36 - mmengine - INFO - Epoch(train) [5][1060/1879] lr: 5.0000e-03 eta: 1 day, 14:55:14 time: 0.2820 data_time: 0.0244 memory: 8198 grad_norm: 5.9194 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6888 loss: 2.6888 2022/08/02 14:54:42 - mmengine - INFO - Epoch(train) [5][1080/1879] lr: 5.0000e-03 eta: 1 day, 14:56:02 time: 0.3461 data_time: 0.0949 memory: 8198 grad_norm: 5.8465 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.8921 loss: 2.8921 2022/08/02 14:54:48 - mmengine - INFO - Epoch(train) [5][1100/1879] lr: 5.0000e-03 eta: 1 day, 14:55:59 time: 0.2994 data_time: 0.0221 memory: 8198 grad_norm: 5.8690 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.6277 loss: 2.6277 2022/08/02 14:54:54 - mmengine - INFO - Epoch(train) [5][1120/1879] lr: 5.0000e-03 eta: 1 day, 14:55:33 time: 0.2776 data_time: 0.0206 memory: 8198 grad_norm: 5.9093 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.7784 loss: 2.7784 2022/08/02 14:55:00 - mmengine - INFO - Epoch(train) [5][1140/1879] lr: 5.0000e-03 eta: 1 day, 14:55:14 time: 0.2846 data_time: 0.0239 memory: 8198 grad_norm: 5.9583 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5632 loss: 2.5632 2022/08/02 14:55:05 - mmengine - INFO - Epoch(train) [5][1160/1879] lr: 5.0000e-03 eta: 1 day, 14:54:46 time: 0.2767 data_time: 0.0203 memory: 8198 grad_norm: 5.8875 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5591 loss: 2.5591 2022/08/02 14:55:11 - mmengine - INFO - Epoch(train) [5][1180/1879] lr: 5.0000e-03 eta: 1 day, 14:54:36 time: 0.2932 data_time: 0.0259 memory: 8198 grad_norm: 5.9450 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6677 loss: 2.6677 2022/08/02 14:55:17 - mmengine - INFO - Epoch(train) [5][1200/1879] lr: 5.0000e-03 eta: 1 day, 14:54:13 time: 0.2803 data_time: 0.0194 memory: 8198 grad_norm: 5.7542 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4147 loss: 2.4147 2022/08/02 14:55:22 - mmengine - INFO - Epoch(train) [5][1220/1879] lr: 5.0000e-03 eta: 1 day, 14:53:47 time: 0.2779 data_time: 0.0205 memory: 8198 grad_norm: 5.7864 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5661 loss: 2.5661 2022/08/02 14:55:28 - mmengine - INFO - Epoch(train) [5][1240/1879] lr: 5.0000e-03 eta: 1 day, 14:53:37 time: 0.2929 data_time: 0.0216 memory: 8198 grad_norm: 5.8185 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.5247 loss: 2.5247 2022/08/02 14:55:34 - mmengine - INFO - Epoch(train) [5][1260/1879] lr: 5.0000e-03 eta: 1 day, 14:53:14 time: 0.2805 data_time: 0.0236 memory: 8198 grad_norm: 5.8847 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.5945 loss: 2.5945 2022/08/02 14:55:39 - mmengine - INFO - Epoch(train) [5][1280/1879] lr: 5.0000e-03 eta: 1 day, 14:52:58 time: 0.2874 data_time: 0.0213 memory: 8198 grad_norm: 5.9349 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.8180 loss: 2.8180 2022/08/02 14:55:45 - mmengine - INFO - Epoch(train) [5][1300/1879] lr: 5.0000e-03 eta: 1 day, 14:52:41 time: 0.2863 data_time: 0.0246 memory: 8198 grad_norm: 5.8888 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6820 loss: 2.6820 2022/08/02 14:55:51 - mmengine - INFO - Epoch(train) [5][1320/1879] lr: 5.0000e-03 eta: 1 day, 14:52:17 time: 0.2789 data_time: 0.0192 memory: 8198 grad_norm: 5.8220 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6166 loss: 2.6166 2022/08/02 14:55:57 - mmengine - INFO - Epoch(train) [5][1340/1879] lr: 5.0000e-03 eta: 1 day, 14:52:08 time: 0.2939 data_time: 0.0252 memory: 8198 grad_norm: 5.8869 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.7688 loss: 2.7688 2022/08/02 14:56:02 - mmengine - INFO - Epoch(train) [5][1360/1879] lr: 5.0000e-03 eta: 1 day, 14:51:43 time: 0.2781 data_time: 0.0275 memory: 8198 grad_norm: 5.7521 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.7944 loss: 2.7944 2022/08/02 14:56:08 - mmengine - INFO - Epoch(train) [5][1380/1879] lr: 5.0000e-03 eta: 1 day, 14:51:28 time: 0.2878 data_time: 0.0214 memory: 8198 grad_norm: 6.0239 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.7872 loss: 2.7872 2022/08/02 14:56:14 - mmengine - INFO - Epoch(train) [5][1400/1879] lr: 5.0000e-03 eta: 1 day, 14:51:06 time: 0.2809 data_time: 0.0194 memory: 8198 grad_norm: 5.8188 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8208 loss: 2.8208 2022/08/02 14:56:19 - mmengine - INFO - Epoch(train) [5][1420/1879] lr: 5.0000e-03 eta: 1 day, 14:50:43 time: 0.2807 data_time: 0.0248 memory: 8198 grad_norm: 5.8528 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5617 loss: 2.5617 2022/08/02 14:56:25 - mmengine - INFO - Epoch(train) [5][1440/1879] lr: 5.0000e-03 eta: 1 day, 14:50:20 time: 0.2801 data_time: 0.0192 memory: 8198 grad_norm: 5.7217 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6896 loss: 2.6896 2022/08/02 14:56:30 - mmengine - INFO - Epoch(train) [5][1460/1879] lr: 5.0000e-03 eta: 1 day, 14:49:57 time: 0.2798 data_time: 0.0270 memory: 8198 grad_norm: 5.7789 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5826 loss: 2.5826 2022/08/02 14:56:36 - mmengine - INFO - Epoch(train) [5][1480/1879] lr: 5.0000e-03 eta: 1 day, 14:49:40 time: 0.2853 data_time: 0.0262 memory: 8198 grad_norm: 5.8640 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5458 loss: 2.5458 2022/08/02 14:56:37 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:56:42 - mmengine - INFO - Epoch(train) [5][1500/1879] lr: 5.0000e-03 eta: 1 day, 14:49:19 time: 0.2824 data_time: 0.0304 memory: 8198 grad_norm: 5.8417 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.8262 loss: 2.8262 2022/08/02 14:56:47 - mmengine - INFO - Epoch(train) [5][1520/1879] lr: 5.0000e-03 eta: 1 day, 14:48:55 time: 0.2785 data_time: 0.0219 memory: 8198 grad_norm: 5.8391 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4831 loss: 2.4831 2022/08/02 14:56:53 - mmengine - INFO - Epoch(train) [5][1540/1879] lr: 5.0000e-03 eta: 1 day, 14:48:40 time: 0.2869 data_time: 0.0289 memory: 8198 grad_norm: 5.9670 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.5999 loss: 2.5999 2022/08/02 14:56:59 - mmengine - INFO - Epoch(train) [5][1560/1879] lr: 5.0000e-03 eta: 1 day, 14:48:20 time: 0.2828 data_time: 0.0187 memory: 8198 grad_norm: 5.9506 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5688 loss: 2.5688 2022/08/02 14:57:05 - mmengine - INFO - Epoch(train) [5][1580/1879] lr: 5.0000e-03 eta: 1 day, 14:48:13 time: 0.2951 data_time: 0.0244 memory: 8198 grad_norm: 5.8256 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.7159 loss: 2.7159 2022/08/02 14:57:10 - mmengine - INFO - Epoch(train) [5][1600/1879] lr: 5.0000e-03 eta: 1 day, 14:47:59 time: 0.2883 data_time: 0.0183 memory: 8198 grad_norm: 5.7086 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7515 loss: 2.7515 2022/08/02 14:57:16 - mmengine - INFO - Epoch(train) [5][1620/1879] lr: 5.0000e-03 eta: 1 day, 14:47:41 time: 0.2842 data_time: 0.0216 memory: 8198 grad_norm: 5.8095 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.5987 loss: 2.5987 2022/08/02 14:57:22 - mmengine - INFO - Epoch(train) [5][1640/1879] lr: 5.0000e-03 eta: 1 day, 14:47:19 time: 0.2807 data_time: 0.0192 memory: 8198 grad_norm: 5.7995 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3789 loss: 2.3789 2022/08/02 14:57:27 - mmengine - INFO - Epoch(train) [5][1660/1879] lr: 5.0000e-03 eta: 1 day, 14:46:59 time: 0.2815 data_time: 0.0246 memory: 8198 grad_norm: 5.8615 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.7479 loss: 2.7479 2022/08/02 14:57:33 - mmengine - INFO - Epoch(train) [5][1680/1879] lr: 5.0000e-03 eta: 1 day, 14:46:36 time: 0.2793 data_time: 0.0232 memory: 8198 grad_norm: 5.8266 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6158 loss: 2.6158 2022/08/02 14:57:39 - mmengine - INFO - Epoch(train) [5][1700/1879] lr: 5.0000e-03 eta: 1 day, 14:46:14 time: 0.2808 data_time: 0.0289 memory: 8198 grad_norm: 5.8995 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.5573 loss: 2.5573 2022/08/02 14:57:44 - mmengine - INFO - Epoch(train) [5][1720/1879] lr: 5.0000e-03 eta: 1 day, 14:45:56 time: 0.2836 data_time: 0.0217 memory: 8198 grad_norm: 5.8951 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7027 loss: 2.7027 2022/08/02 14:57:50 - mmengine - INFO - Epoch(train) [5][1740/1879] lr: 5.0000e-03 eta: 1 day, 14:45:41 time: 0.2870 data_time: 0.0247 memory: 8198 grad_norm: 5.8040 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.6456 loss: 2.6456 2022/08/02 14:57:56 - mmengine - INFO - Epoch(train) [5][1760/1879] lr: 5.0000e-03 eta: 1 day, 14:45:31 time: 0.2918 data_time: 0.0372 memory: 8198 grad_norm: 5.6632 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6552 loss: 2.6552 2022/08/02 14:58:01 - mmengine - INFO - Epoch(train) [5][1780/1879] lr: 5.0000e-03 eta: 1 day, 14:45:12 time: 0.2825 data_time: 0.0251 memory: 8198 grad_norm: 5.7167 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6216 loss: 2.6216 2022/08/02 14:58:07 - mmengine - INFO - Epoch(train) [5][1800/1879] lr: 5.0000e-03 eta: 1 day, 14:44:50 time: 0.2796 data_time: 0.0202 memory: 8198 grad_norm: 5.9613 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7480 loss: 2.7480 2022/08/02 14:58:13 - mmengine - INFO - Epoch(train) [5][1820/1879] lr: 5.0000e-03 eta: 1 day, 14:44:27 time: 0.2796 data_time: 0.0292 memory: 8198 grad_norm: 5.9702 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4849 loss: 2.4849 2022/08/02 14:58:19 - mmengine - INFO - Epoch(train) [5][1840/1879] lr: 5.0000e-03 eta: 1 day, 14:44:28 time: 0.3020 data_time: 0.0237 memory: 8198 grad_norm: 5.7544 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6015 loss: 2.6015 2022/08/02 14:58:24 - mmengine - INFO - Epoch(train) [5][1860/1879] lr: 5.0000e-03 eta: 1 day, 14:44:06 time: 0.2801 data_time: 0.0214 memory: 8198 grad_norm: 5.9446 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7501 loss: 2.7501 2022/08/02 14:58:29 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 14:58:29 - mmengine - INFO - Epoch(train) [5][1879/1879] lr: 5.0000e-03 eta: 1 day, 14:44:06 time: 0.2544 data_time: 0.0143 memory: 8198 grad_norm: 5.8644 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.6195 loss: 2.6195 2022/08/02 14:59:34 - mmengine - INFO - Epoch(val) [5][20/155] eta: 0:07:16 time: 3.2357 data_time: 3.1250 memory: 1514 2022/08/02 14:59:38 - mmengine - INFO - Epoch(val) [5][40/155] eta: 0:00:25 time: 0.2249 data_time: 0.1412 memory: 1514 2022/08/02 14:59:44 - mmengine - INFO - Epoch(val) [5][60/155] eta: 0:00:27 time: 0.2940 data_time: 0.2089 memory: 1514 2022/08/02 14:59:49 - mmengine - INFO - Epoch(val) [5][80/155] eta: 0:00:17 time: 0.2308 data_time: 0.1464 memory: 1514 2022/08/02 14:59:55 - mmengine - INFO - Epoch(val) [5][100/155] eta: 0:00:15 time: 0.2905 data_time: 0.2068 memory: 1514 2022/08/02 15:00:00 - mmengine - INFO - Epoch(val) [5][120/155] eta: 0:00:08 time: 0.2487 data_time: 0.1620 memory: 1514 2022/08/02 15:00:06 - mmengine - INFO - Epoch(val) [5][140/155] eta: 0:00:04 time: 0.3196 data_time: 0.2259 memory: 1514 2022/08/02 15:00:24 - mmengine - INFO - Epoch(val) [5][155/155] acc/top1: 0.5105 acc/top5: 0.7658 acc/mean1: 0.5101 2022/08/02 15:00:26 - mmengine - INFO - The best checkpoint with 0.5105 acc/top1 at 6 epoch is saved to best_acc/top1_epoch_6.pth. 2022/08/02 15:00:33 - mmengine - INFO - Epoch(train) [6][20/1879] lr: 6.0000e-03 eta: 1 day, 14:40:19 time: 0.3612 data_time: 0.1031 memory: 38353 grad_norm: 5.7772 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.6133 loss: 2.6133 2022/08/02 15:00:39 - mmengine - INFO - Epoch(train) [6][40/1879] lr: 6.0000e-03 eta: 1 day, 14:40:05 time: 0.2873 data_time: 0.0282 memory: 8198 grad_norm: 5.8073 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.5914 loss: 2.5914 2022/08/02 15:00:45 - mmengine - INFO - Epoch(train) [6][60/1879] lr: 6.0000e-03 eta: 1 day, 14:39:42 time: 0.2783 data_time: 0.0226 memory: 8198 grad_norm: 5.8745 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.7046 loss: 2.7046 2022/08/02 15:00:50 - mmengine - INFO - Epoch(train) [6][80/1879] lr: 6.0000e-03 eta: 1 day, 14:39:22 time: 0.2807 data_time: 0.0215 memory: 8198 grad_norm: 5.7665 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5146 loss: 2.5146 2022/08/02 15:00:56 - mmengine - INFO - Epoch(train) [6][100/1879] lr: 6.0000e-03 eta: 1 day, 14:39:02 time: 0.2808 data_time: 0.0236 memory: 8198 grad_norm: 5.9005 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.8757 loss: 2.8757 2022/08/02 15:01:02 - mmengine - INFO - Epoch(train) [6][120/1879] lr: 6.0000e-03 eta: 1 day, 14:38:51 time: 0.2904 data_time: 0.0269 memory: 8198 grad_norm: 5.9353 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.6620 loss: 2.6620 2022/08/02 15:01:07 - mmengine - INFO - Epoch(train) [6][140/1879] lr: 6.0000e-03 eta: 1 day, 14:38:32 time: 0.2818 data_time: 0.0219 memory: 8198 grad_norm: 5.9236 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6646 loss: 2.6646 2022/08/02 15:01:13 - mmengine - INFO - Epoch(train) [6][160/1879] lr: 6.0000e-03 eta: 1 day, 14:38:15 time: 0.2834 data_time: 0.0305 memory: 8198 grad_norm: 5.8209 top1_acc: 0.2500 top5_acc: 0.8125 loss_cls: 2.4705 loss: 2.4705 2022/08/02 15:01:19 - mmengine - INFO - Epoch(train) [6][180/1879] lr: 6.0000e-03 eta: 1 day, 14:37:55 time: 0.2811 data_time: 0.0244 memory: 8198 grad_norm: 5.8299 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6169 loss: 2.6169 2022/08/02 15:01:24 - mmengine - INFO - Epoch(train) [6][200/1879] lr: 6.0000e-03 eta: 1 day, 14:37:30 time: 0.2749 data_time: 0.0187 memory: 8198 grad_norm: 5.7700 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3931 loss: 2.3931 2022/08/02 15:01:31 - mmengine - INFO - Epoch(train) [6][220/1879] lr: 6.0000e-03 eta: 1 day, 14:38:15 time: 0.3475 data_time: 0.0956 memory: 8198 grad_norm: 5.9182 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6283 loss: 2.6283 2022/08/02 15:01:37 - mmengine - INFO - Epoch(train) [6][240/1879] lr: 6.0000e-03 eta: 1 day, 14:38:00 time: 0.2850 data_time: 0.0260 memory: 8198 grad_norm: 5.9390 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6519 loss: 2.6519 2022/08/02 15:01:42 - mmengine - INFO - Epoch(train) [6][260/1879] lr: 6.0000e-03 eta: 1 day, 14:37:48 time: 0.2891 data_time: 0.0320 memory: 8198 grad_norm: 5.7988 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.4936 loss: 2.4936 2022/08/02 15:01:48 - mmengine - INFO - Epoch(train) [6][280/1879] lr: 6.0000e-03 eta: 1 day, 14:37:28 time: 0.2807 data_time: 0.0177 memory: 8198 grad_norm: 5.8114 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.5794 loss: 2.5794 2022/08/02 15:01:54 - mmengine - INFO - Epoch(train) [6][300/1879] lr: 6.0000e-03 eta: 1 day, 14:37:23 time: 0.2957 data_time: 0.0502 memory: 8198 grad_norm: 5.8454 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4660 loss: 2.4660 2022/08/02 15:02:00 - mmengine - INFO - Epoch(train) [6][320/1879] lr: 6.0000e-03 eta: 1 day, 14:37:08 time: 0.2862 data_time: 0.0269 memory: 8198 grad_norm: 5.7561 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5629 loss: 2.5629 2022/08/02 15:02:05 - mmengine - INFO - Epoch(train) [6][340/1879] lr: 6.0000e-03 eta: 1 day, 14:36:48 time: 0.2802 data_time: 0.0246 memory: 8198 grad_norm: 5.8191 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5802 loss: 2.5802 2022/08/02 15:02:11 - mmengine - INFO - Epoch(train) [6][360/1879] lr: 6.0000e-03 eta: 1 day, 14:36:41 time: 0.2937 data_time: 0.0358 memory: 8198 grad_norm: 5.7503 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.3757 loss: 2.3757 2022/08/02 15:02:17 - mmengine - INFO - Epoch(train) [6][380/1879] lr: 6.0000e-03 eta: 1 day, 14:36:24 time: 0.2832 data_time: 0.0224 memory: 8198 grad_norm: 5.9115 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.7352 loss: 2.7352 2022/08/02 15:02:22 - mmengine - INFO - Epoch(train) [6][400/1879] lr: 6.0000e-03 eta: 1 day, 14:36:03 time: 0.2793 data_time: 0.0199 memory: 8198 grad_norm: 5.9715 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.6293 loss: 2.6293 2022/08/02 15:02:28 - mmengine - INFO - Epoch(train) [6][420/1879] lr: 6.0000e-03 eta: 1 day, 14:35:46 time: 0.2838 data_time: 0.0249 memory: 8198 grad_norm: 5.6791 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.5604 loss: 2.5604 2022/08/02 15:02:34 - mmengine - INFO - Epoch(train) [6][440/1879] lr: 6.0000e-03 eta: 1 day, 14:35:30 time: 0.2845 data_time: 0.0301 memory: 8198 grad_norm: 5.7178 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.5035 loss: 2.5035 2022/08/02 15:02:39 - mmengine - INFO - Epoch(train) [6][460/1879] lr: 6.0000e-03 eta: 1 day, 14:35:13 time: 0.2824 data_time: 0.0238 memory: 8198 grad_norm: 5.8114 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6590 loss: 2.6590 2022/08/02 15:02:45 - mmengine - INFO - Epoch(train) [6][480/1879] lr: 6.0000e-03 eta: 1 day, 14:34:52 time: 0.2796 data_time: 0.0235 memory: 8198 grad_norm: 5.8346 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.5575 loss: 2.5575 2022/08/02 15:02:51 - mmengine - INFO - Epoch(train) [6][500/1879] lr: 6.0000e-03 eta: 1 day, 14:34:35 time: 0.2831 data_time: 0.0242 memory: 8198 grad_norm: 5.8683 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4030 loss: 2.4030 2022/08/02 15:02:56 - mmengine - INFO - Epoch(train) [6][520/1879] lr: 6.0000e-03 eta: 1 day, 14:34:19 time: 0.2842 data_time: 0.0229 memory: 8198 grad_norm: 5.9384 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5945 loss: 2.5945 2022/08/02 15:03:05 - mmengine - INFO - Epoch(train) [6][540/1879] lr: 6.0000e-03 eta: 1 day, 14:36:21 time: 0.4298 data_time: 0.1730 memory: 8198 grad_norm: 5.7429 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.6223 loss: 2.6223 2022/08/02 15:03:11 - mmengine - INFO - Epoch(train) [6][560/1879] lr: 6.0000e-03 eta: 1 day, 14:36:09 time: 0.2880 data_time: 0.0247 memory: 8198 grad_norm: 5.7574 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.4304 loss: 2.4304 2022/08/02 15:03:16 - mmengine - INFO - Epoch(train) [6][580/1879] lr: 6.0000e-03 eta: 1 day, 14:35:55 time: 0.2865 data_time: 0.0228 memory: 8198 grad_norm: 5.9924 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5897 loss: 2.5897 2022/08/02 15:03:22 - mmengine - INFO - Epoch(train) [6][600/1879] lr: 6.0000e-03 eta: 1 day, 14:35:35 time: 0.2804 data_time: 0.0232 memory: 8198 grad_norm: 5.7101 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.5928 loss: 2.5928 2022/08/02 15:03:24 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:03:28 - mmengine - INFO - Epoch(train) [6][620/1879] lr: 6.0000e-03 eta: 1 day, 14:35:20 time: 0.2854 data_time: 0.0206 memory: 8198 grad_norm: 5.8349 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7768 loss: 2.7768 2022/08/02 15:03:33 - mmengine - INFO - Epoch(train) [6][640/1879] lr: 6.0000e-03 eta: 1 day, 14:35:00 time: 0.2801 data_time: 0.0265 memory: 8198 grad_norm: 5.8305 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5711 loss: 2.5711 2022/08/02 15:03:39 - mmengine - INFO - Epoch(train) [6][660/1879] lr: 6.0000e-03 eta: 1 day, 14:34:44 time: 0.2837 data_time: 0.0261 memory: 8198 grad_norm: 5.7315 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5924 loss: 2.5924 2022/08/02 15:03:45 - mmengine - INFO - Epoch(train) [6][680/1879] lr: 6.0000e-03 eta: 1 day, 14:34:25 time: 0.2810 data_time: 0.0261 memory: 8198 grad_norm: 5.7778 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.7215 loss: 2.7215 2022/08/02 15:03:50 - mmengine - INFO - Epoch(train) [6][700/1879] lr: 6.0000e-03 eta: 1 day, 14:34:08 time: 0.2826 data_time: 0.0239 memory: 8198 grad_norm: 5.7446 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.4802 loss: 2.4802 2022/08/02 15:03:56 - mmengine - INFO - Epoch(train) [6][720/1879] lr: 6.0000e-03 eta: 1 day, 14:33:58 time: 0.2903 data_time: 0.0201 memory: 8198 grad_norm: 5.9125 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.7485 loss: 2.7485 2022/08/02 15:04:02 - mmengine - INFO - Epoch(train) [6][740/1879] lr: 6.0000e-03 eta: 1 day, 14:33:38 time: 0.2796 data_time: 0.0269 memory: 8198 grad_norm: 5.8304 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.3822 loss: 2.3822 2022/08/02 15:04:07 - mmengine - INFO - Epoch(train) [6][760/1879] lr: 6.0000e-03 eta: 1 day, 14:33:20 time: 0.2818 data_time: 0.0242 memory: 8198 grad_norm: 5.5959 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4007 loss: 2.4007 2022/08/02 15:04:13 - mmengine - INFO - Epoch(train) [6][780/1879] lr: 6.0000e-03 eta: 1 day, 14:32:59 time: 0.2787 data_time: 0.0205 memory: 8198 grad_norm: 5.6958 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4802 loss: 2.4802 2022/08/02 15:04:19 - mmengine - INFO - Epoch(train) [6][800/1879] lr: 6.0000e-03 eta: 1 day, 14:32:50 time: 0.2913 data_time: 0.0251 memory: 8198 grad_norm: 5.7162 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.5649 loss: 2.5649 2022/08/02 15:04:24 - mmengine - INFO - Epoch(train) [6][820/1879] lr: 6.0000e-03 eta: 1 day, 14:32:31 time: 0.2806 data_time: 0.0268 memory: 8198 grad_norm: 5.7835 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5492 loss: 2.5492 2022/08/02 15:04:30 - mmengine - INFO - Epoch(train) [6][840/1879] lr: 6.0000e-03 eta: 1 day, 14:32:16 time: 0.2850 data_time: 0.0262 memory: 8198 grad_norm: 5.8485 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.8745 loss: 2.8745 2022/08/02 15:04:36 - mmengine - INFO - Epoch(train) [6][860/1879] lr: 6.0000e-03 eta: 1 day, 14:31:55 time: 0.2780 data_time: 0.0234 memory: 8198 grad_norm: 5.7261 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.4242 loss: 2.4242 2022/08/02 15:04:41 - mmengine - INFO - Epoch(train) [6][880/1879] lr: 6.0000e-03 eta: 1 day, 14:31:40 time: 0.2844 data_time: 0.0211 memory: 8198 grad_norm: 5.7028 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.3413 loss: 2.3413 2022/08/02 15:04:48 - mmengine - INFO - Epoch(train) [6][900/1879] lr: 6.0000e-03 eta: 1 day, 14:32:13 time: 0.3380 data_time: 0.0805 memory: 8198 grad_norm: 5.8079 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4708 loss: 2.4708 2022/08/02 15:04:54 - mmengine - INFO - Epoch(train) [6][920/1879] lr: 6.0000e-03 eta: 1 day, 14:31:54 time: 0.2802 data_time: 0.0211 memory: 8198 grad_norm: 5.8566 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.7652 loss: 2.7652 2022/08/02 15:04:59 - mmengine - INFO - Epoch(train) [6][940/1879] lr: 6.0000e-03 eta: 1 day, 14:31:36 time: 0.2809 data_time: 0.0200 memory: 8198 grad_norm: 5.7918 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.4291 loss: 2.4291 2022/08/02 15:05:05 - mmengine - INFO - Epoch(train) [6][960/1879] lr: 6.0000e-03 eta: 1 day, 14:31:14 time: 0.2769 data_time: 0.0224 memory: 8198 grad_norm: 5.7702 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4346 loss: 2.4346 2022/08/02 15:05:11 - mmengine - INFO - Epoch(train) [6][980/1879] lr: 6.0000e-03 eta: 1 day, 14:31:03 time: 0.2889 data_time: 0.0271 memory: 8198 grad_norm: 5.7410 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5221 loss: 2.5221 2022/08/02 15:05:16 - mmengine - INFO - Epoch(train) [6][1000/1879] lr: 6.0000e-03 eta: 1 day, 14:30:47 time: 0.2841 data_time: 0.0215 memory: 8198 grad_norm: 5.7696 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.3906 loss: 2.3906 2022/08/02 15:05:22 - mmengine - INFO - Epoch(train) [6][1020/1879] lr: 6.0000e-03 eta: 1 day, 14:30:32 time: 0.2843 data_time: 0.0172 memory: 8198 grad_norm: 5.6810 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.6527 loss: 2.6527 2022/08/02 15:05:28 - mmengine - INFO - Epoch(train) [6][1040/1879] lr: 6.0000e-03 eta: 1 day, 14:30:21 time: 0.2886 data_time: 0.0270 memory: 8198 grad_norm: 5.7899 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 2.4319 loss: 2.4319 2022/08/02 15:05:33 - mmengine - INFO - Epoch(train) [6][1060/1879] lr: 6.0000e-03 eta: 1 day, 14:30:05 time: 0.2839 data_time: 0.0191 memory: 8198 grad_norm: 5.7426 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6161 loss: 2.6161 2022/08/02 15:05:39 - mmengine - INFO - Epoch(train) [6][1080/1879] lr: 6.0000e-03 eta: 1 day, 14:29:46 time: 0.2803 data_time: 0.0217 memory: 8198 grad_norm: 5.7301 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 2.5958 loss: 2.5958 2022/08/02 15:05:45 - mmengine - INFO - Epoch(train) [6][1100/1879] lr: 6.0000e-03 eta: 1 day, 14:29:25 time: 0.2774 data_time: 0.0234 memory: 8198 grad_norm: 5.8811 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5640 loss: 2.5640 2022/08/02 15:05:50 - mmengine - INFO - Epoch(train) [6][1120/1879] lr: 6.0000e-03 eta: 1 day, 14:29:10 time: 0.2846 data_time: 0.0202 memory: 8198 grad_norm: 5.8251 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.6986 loss: 2.6986 2022/08/02 15:05:56 - mmengine - INFO - Epoch(train) [6][1140/1879] lr: 6.0000e-03 eta: 1 day, 14:28:54 time: 0.2830 data_time: 0.0196 memory: 8198 grad_norm: 5.6623 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4489 loss: 2.4489 2022/08/02 15:06:02 - mmengine - INFO - Epoch(train) [6][1160/1879] lr: 6.0000e-03 eta: 1 day, 14:28:42 time: 0.2874 data_time: 0.0220 memory: 8198 grad_norm: 5.7490 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4611 loss: 2.4611 2022/08/02 15:06:08 - mmengine - INFO - Epoch(train) [6][1180/1879] lr: 6.0000e-03 eta: 1 day, 14:28:37 time: 0.2948 data_time: 0.0285 memory: 8198 grad_norm: 5.9200 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.5633 loss: 2.5633 2022/08/02 15:06:13 - mmengine - INFO - Epoch(train) [6][1200/1879] lr: 6.0000e-03 eta: 1 day, 14:28:19 time: 0.2817 data_time: 0.0252 memory: 8198 grad_norm: 5.7637 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4214 loss: 2.4214 2022/08/02 15:06:19 - mmengine - INFO - Epoch(train) [6][1220/1879] lr: 6.0000e-03 eta: 1 day, 14:28:02 time: 0.2813 data_time: 0.0253 memory: 8198 grad_norm: 5.6691 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2495 loss: 2.2495 2022/08/02 15:06:25 - mmengine - INFO - Epoch(train) [6][1240/1879] lr: 6.0000e-03 eta: 1 day, 14:27:46 time: 0.2835 data_time: 0.0245 memory: 8198 grad_norm: 5.8046 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6942 loss: 2.6942 2022/08/02 15:06:31 - mmengine - INFO - Epoch(train) [6][1260/1879] lr: 6.0000e-03 eta: 1 day, 14:27:48 time: 0.3033 data_time: 0.0298 memory: 8198 grad_norm: 5.7568 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3741 loss: 2.3741 2022/08/02 15:06:36 - mmengine - INFO - Epoch(train) [6][1280/1879] lr: 6.0000e-03 eta: 1 day, 14:27:27 time: 0.2767 data_time: 0.0228 memory: 8198 grad_norm: 5.8643 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6495 loss: 2.6495 2022/08/02 15:06:42 - mmengine - INFO - Epoch(train) [6][1300/1879] lr: 6.0000e-03 eta: 1 day, 14:27:09 time: 0.2811 data_time: 0.0249 memory: 8198 grad_norm: 5.7547 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.5616 loss: 2.5616 2022/08/02 15:06:48 - mmengine - INFO - Epoch(train) [6][1320/1879] lr: 6.0000e-03 eta: 1 day, 14:27:01 time: 0.2915 data_time: 0.0186 memory: 8198 grad_norm: 5.7655 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.3895 loss: 2.3895 2022/08/02 15:06:53 - mmengine - INFO - Epoch(train) [6][1340/1879] lr: 6.0000e-03 eta: 1 day, 14:26:46 time: 0.2835 data_time: 0.0261 memory: 8198 grad_norm: 5.7861 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.5495 loss: 2.5495 2022/08/02 15:06:59 - mmengine - INFO - Epoch(train) [6][1360/1879] lr: 6.0000e-03 eta: 1 day, 14:26:28 time: 0.2808 data_time: 0.0220 memory: 8198 grad_norm: 5.9020 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.4975 loss: 2.4975 2022/08/02 15:07:05 - mmengine - INFO - Epoch(train) [6][1380/1879] lr: 6.0000e-03 eta: 1 day, 14:26:13 time: 0.2844 data_time: 0.0236 memory: 8198 grad_norm: 5.7628 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6894 loss: 2.6894 2022/08/02 15:07:10 - mmengine - INFO - Epoch(train) [6][1400/1879] lr: 6.0000e-03 eta: 1 day, 14:25:57 time: 0.2818 data_time: 0.0218 memory: 8198 grad_norm: 5.6689 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 2.8191 loss: 2.8191 2022/08/02 15:07:16 - mmengine - INFO - Epoch(train) [6][1420/1879] lr: 6.0000e-03 eta: 1 day, 14:25:38 time: 0.2798 data_time: 0.0263 memory: 8198 grad_norm: 5.6659 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2845 loss: 2.2845 2022/08/02 15:07:21 - mmengine - INFO - Epoch(train) [6][1440/1879] lr: 6.0000e-03 eta: 1 day, 14:25:19 time: 0.2791 data_time: 0.0228 memory: 8198 grad_norm: 5.7400 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4485 loss: 2.4485 2022/08/02 15:07:27 - mmengine - INFO - Epoch(train) [6][1460/1879] lr: 6.0000e-03 eta: 1 day, 14:25:21 time: 0.3029 data_time: 0.0202 memory: 8198 grad_norm: 5.8186 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.5128 loss: 2.5128 2022/08/02 15:07:33 - mmengine - INFO - Epoch(train) [6][1480/1879] lr: 6.0000e-03 eta: 1 day, 14:25:01 time: 0.2774 data_time: 0.0207 memory: 8198 grad_norm: 5.7125 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4585 loss: 2.4585 2022/08/02 15:07:39 - mmengine - INFO - Epoch(train) [6][1500/1879] lr: 6.0000e-03 eta: 1 day, 14:24:45 time: 0.2833 data_time: 0.0261 memory: 8198 grad_norm: 5.6810 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.6258 loss: 2.6258 2022/08/02 15:07:44 - mmengine - INFO - Epoch(train) [6][1520/1879] lr: 6.0000e-03 eta: 1 day, 14:24:25 time: 0.2773 data_time: 0.0213 memory: 8198 grad_norm: 5.7291 top1_acc: 0.2500 top5_acc: 0.8125 loss_cls: 2.4763 loss: 2.4763 2022/08/02 15:07:50 - mmengine - INFO - Epoch(train) [6][1540/1879] lr: 6.0000e-03 eta: 1 day, 14:24:18 time: 0.2925 data_time: 0.0276 memory: 8198 grad_norm: 5.8176 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4071 loss: 2.4071 2022/08/02 15:07:56 - mmengine - INFO - Epoch(train) [6][1560/1879] lr: 6.0000e-03 eta: 1 day, 14:23:59 time: 0.2787 data_time: 0.0166 memory: 8198 grad_norm: 5.8029 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4905 loss: 2.4905 2022/08/02 15:08:01 - mmengine - INFO - Epoch(train) [6][1580/1879] lr: 6.0000e-03 eta: 1 day, 14:23:42 time: 0.2811 data_time: 0.0292 memory: 8198 grad_norm: 5.7702 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.6379 loss: 2.6379 2022/08/02 15:08:07 - mmengine - INFO - Epoch(train) [6][1600/1879] lr: 6.0000e-03 eta: 1 day, 14:23:27 time: 0.2840 data_time: 0.0248 memory: 8198 grad_norm: 5.7609 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.7409 loss: 2.7409 2022/08/02 15:08:08 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:08:13 - mmengine - INFO - Epoch(train) [6][1620/1879] lr: 6.0000e-03 eta: 1 day, 14:23:12 time: 0.2832 data_time: 0.0269 memory: 8198 grad_norm: 5.8095 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 2.6810 loss: 2.6810 2022/08/02 15:08:18 - mmengine - INFO - Epoch(train) [6][1640/1879] lr: 6.0000e-03 eta: 1 day, 14:22:54 time: 0.2795 data_time: 0.0252 memory: 8198 grad_norm: 5.8732 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3822 loss: 2.3822 2022/08/02 15:08:24 - mmengine - INFO - Epoch(train) [6][1660/1879] lr: 6.0000e-03 eta: 1 day, 14:22:35 time: 0.2795 data_time: 0.0240 memory: 8198 grad_norm: 5.7616 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5562 loss: 2.5562 2022/08/02 15:08:29 - mmengine - INFO - Epoch(train) [6][1680/1879] lr: 6.0000e-03 eta: 1 day, 14:22:21 time: 0.2837 data_time: 0.0249 memory: 8198 grad_norm: 5.7445 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6359 loss: 2.6359 2022/08/02 15:08:35 - mmengine - INFO - Epoch(train) [6][1700/1879] lr: 6.0000e-03 eta: 1 day, 14:22:01 time: 0.2778 data_time: 0.0199 memory: 8198 grad_norm: 5.7985 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.7821 loss: 2.7821 2022/08/02 15:08:41 - mmengine - INFO - Epoch(train) [6][1720/1879] lr: 6.0000e-03 eta: 1 day, 14:21:51 time: 0.2883 data_time: 0.0300 memory: 8198 grad_norm: 5.7602 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5735 loss: 2.5735 2022/08/02 15:08:46 - mmengine - INFO - Epoch(train) [6][1740/1879] lr: 6.0000e-03 eta: 1 day, 14:21:33 time: 0.2805 data_time: 0.0215 memory: 8198 grad_norm: 5.6942 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.4697 loss: 2.4697 2022/08/02 15:08:52 - mmengine - INFO - Epoch(train) [6][1760/1879] lr: 6.0000e-03 eta: 1 day, 14:21:14 time: 0.2780 data_time: 0.0187 memory: 8198 grad_norm: 5.6081 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.6312 loss: 2.6312 2022/08/02 15:08:58 - mmengine - INFO - Epoch(train) [6][1780/1879] lr: 6.0000e-03 eta: 1 day, 14:21:03 time: 0.2870 data_time: 0.0236 memory: 8198 grad_norm: 5.7248 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3894 loss: 2.3894 2022/08/02 15:09:03 - mmengine - INFO - Epoch(train) [6][1800/1879] lr: 6.0000e-03 eta: 1 day, 14:20:43 time: 0.2777 data_time: 0.0237 memory: 8198 grad_norm: 5.7869 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4114 loss: 2.4114 2022/08/02 15:09:09 - mmengine - INFO - Epoch(train) [6][1820/1879] lr: 6.0000e-03 eta: 1 day, 14:20:28 time: 0.2823 data_time: 0.0276 memory: 8198 grad_norm: 5.6308 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.3930 loss: 2.3930 2022/08/02 15:09:15 - mmengine - INFO - Epoch(train) [6][1840/1879] lr: 6.0000e-03 eta: 1 day, 14:20:24 time: 0.2961 data_time: 0.0216 memory: 8198 grad_norm: 5.6460 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5793 loss: 2.5793 2022/08/02 15:09:21 - mmengine - INFO - Epoch(train) [6][1860/1879] lr: 6.0000e-03 eta: 1 day, 14:20:23 time: 0.3001 data_time: 0.0202 memory: 8198 grad_norm: 5.6323 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2775 loss: 2.2775 2022/08/02 15:09:26 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:09:26 - mmengine - INFO - Epoch(train) [6][1879/1879] lr: 6.0000e-03 eta: 1 day, 14:20:23 time: 0.2512 data_time: 0.0149 memory: 8198 grad_norm: 5.8101 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.4676 loss: 2.4676 2022/08/02 15:09:34 - mmengine - INFO - Epoch(train) [7][20/1879] lr: 7.0000e-03 eta: 1 day, 14:17:54 time: 0.4073 data_time: 0.1166 memory: 8198 grad_norm: 5.7249 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5806 loss: 2.5806 2022/08/02 15:09:40 - mmengine - INFO - Epoch(train) [7][40/1879] lr: 7.0000e-03 eta: 1 day, 14:17:52 time: 0.2986 data_time: 0.0199 memory: 8198 grad_norm: 5.8031 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4756 loss: 2.4756 2022/08/02 15:09:46 - mmengine - INFO - Epoch(train) [7][60/1879] lr: 7.0000e-03 eta: 1 day, 14:17:40 time: 0.2857 data_time: 0.0240 memory: 8198 grad_norm: 5.7888 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5443 loss: 2.5443 2022/08/02 15:09:51 - mmengine - INFO - Epoch(train) [7][80/1879] lr: 7.0000e-03 eta: 1 day, 14:17:25 time: 0.2834 data_time: 0.0198 memory: 8198 grad_norm: 5.6853 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4773 loss: 2.4773 2022/08/02 15:09:57 - mmengine - INFO - Epoch(train) [7][100/1879] lr: 7.0000e-03 eta: 1 day, 14:17:07 time: 0.2787 data_time: 0.0222 memory: 8198 grad_norm: 5.8361 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3338 loss: 2.3338 2022/08/02 15:10:02 - mmengine - INFO - Epoch(train) [7][120/1879] lr: 7.0000e-03 eta: 1 day, 14:16:50 time: 0.2792 data_time: 0.0216 memory: 8198 grad_norm: 5.6922 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.5008 loss: 2.5008 2022/08/02 15:10:08 - mmengine - INFO - Epoch(train) [7][140/1879] lr: 7.0000e-03 eta: 1 day, 14:16:40 time: 0.2889 data_time: 0.0238 memory: 8198 grad_norm: 5.7846 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5845 loss: 2.5845 2022/08/02 15:10:14 - mmengine - INFO - Epoch(train) [7][160/1879] lr: 7.0000e-03 eta: 1 day, 14:16:22 time: 0.2782 data_time: 0.0257 memory: 8198 grad_norm: 5.6145 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 2.5014 loss: 2.5014 2022/08/02 15:10:19 - mmengine - INFO - Epoch(train) [7][180/1879] lr: 7.0000e-03 eta: 1 day, 14:16:09 time: 0.2849 data_time: 0.0283 memory: 8198 grad_norm: 5.7046 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4217 loss: 2.4217 2022/08/02 15:10:25 - mmengine - INFO - Epoch(train) [7][200/1879] lr: 7.0000e-03 eta: 1 day, 14:15:52 time: 0.2802 data_time: 0.0253 memory: 8198 grad_norm: 5.6494 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4071 loss: 2.4071 2022/08/02 15:10:31 - mmengine - INFO - Epoch(train) [7][220/1879] lr: 7.0000e-03 eta: 1 day, 14:15:36 time: 0.2807 data_time: 0.0248 memory: 8198 grad_norm: 5.5015 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5209 loss: 2.5209 2022/08/02 15:10:36 - mmengine - INFO - Epoch(train) [7][240/1879] lr: 7.0000e-03 eta: 1 day, 14:15:18 time: 0.2783 data_time: 0.0218 memory: 8198 grad_norm: 5.6500 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5577 loss: 2.5577 2022/08/02 15:10:42 - mmengine - INFO - Epoch(train) [7][260/1879] lr: 7.0000e-03 eta: 1 day, 14:15:02 time: 0.2813 data_time: 0.0253 memory: 8198 grad_norm: 5.5793 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5191 loss: 2.5191 2022/08/02 15:10:48 - mmengine - INFO - Epoch(train) [7][280/1879] lr: 7.0000e-03 eta: 1 day, 14:14:59 time: 0.2971 data_time: 0.0237 memory: 8198 grad_norm: 5.6229 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.4190 loss: 2.4190 2022/08/02 15:10:53 - mmengine - INFO - Epoch(train) [7][300/1879] lr: 7.0000e-03 eta: 1 day, 14:14:42 time: 0.2785 data_time: 0.0226 memory: 8198 grad_norm: 5.6643 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4017 loss: 2.4017 2022/08/02 15:10:59 - mmengine - INFO - Epoch(train) [7][320/1879] lr: 7.0000e-03 eta: 1 day, 14:14:27 time: 0.2825 data_time: 0.0250 memory: 8198 grad_norm: 5.7836 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5136 loss: 2.5136 2022/08/02 15:11:05 - mmengine - INFO - Epoch(train) [7][340/1879] lr: 7.0000e-03 eta: 1 day, 14:14:11 time: 0.2808 data_time: 0.0239 memory: 8198 grad_norm: 5.5849 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5000 loss: 2.5000 2022/08/02 15:11:10 - mmengine - INFO - Epoch(train) [7][360/1879] lr: 7.0000e-03 eta: 1 day, 14:13:53 time: 0.2781 data_time: 0.0237 memory: 8198 grad_norm: 5.6491 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.4509 loss: 2.4509 2022/08/02 15:11:17 - mmengine - INFO - Epoch(train) [7][380/1879] lr: 7.0000e-03 eta: 1 day, 14:14:14 time: 0.3269 data_time: 0.0757 memory: 8198 grad_norm: 5.6873 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 2.4548 loss: 2.4548 2022/08/02 15:11:22 - mmengine - INFO - Epoch(train) [7][400/1879] lr: 7.0000e-03 eta: 1 day, 14:14:03 time: 0.2872 data_time: 0.0259 memory: 8198 grad_norm: 5.6604 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 2.4985 loss: 2.4985 2022/08/02 15:11:28 - mmengine - INFO - Epoch(train) [7][420/1879] lr: 7.0000e-03 eta: 1 day, 14:13:45 time: 0.2781 data_time: 0.0308 memory: 8198 grad_norm: 5.6276 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6643 loss: 2.6643 2022/08/02 15:11:34 - mmengine - INFO - Epoch(train) [7][440/1879] lr: 7.0000e-03 eta: 1 day, 14:13:29 time: 0.2798 data_time: 0.0214 memory: 8198 grad_norm: 5.6189 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.5855 loss: 2.5855 2022/08/02 15:11:39 - mmengine - INFO - Epoch(train) [7][460/1879] lr: 7.0000e-03 eta: 1 day, 14:13:13 time: 0.2807 data_time: 0.0217 memory: 8198 grad_norm: 5.5898 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.6189 loss: 2.6189 2022/08/02 15:11:45 - mmengine - INFO - Epoch(train) [7][480/1879] lr: 7.0000e-03 eta: 1 day, 14:12:55 time: 0.2785 data_time: 0.0286 memory: 8198 grad_norm: 5.7501 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4677 loss: 2.4677 2022/08/02 15:11:50 - mmengine - INFO - Epoch(train) [7][500/1879] lr: 7.0000e-03 eta: 1 day, 14:12:41 time: 0.2822 data_time: 0.0215 memory: 8198 grad_norm: 5.6796 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.5323 loss: 2.5323 2022/08/02 15:11:56 - mmengine - INFO - Epoch(train) [7][520/1879] lr: 7.0000e-03 eta: 1 day, 14:12:28 time: 0.2844 data_time: 0.0237 memory: 8198 grad_norm: 5.6876 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4672 loss: 2.4672 2022/08/02 15:12:02 - mmengine - INFO - Epoch(train) [7][540/1879] lr: 7.0000e-03 eta: 1 day, 14:12:10 time: 0.2784 data_time: 0.0224 memory: 8198 grad_norm: 5.5714 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.4062 loss: 2.4062 2022/08/02 15:12:08 - mmengine - INFO - Epoch(train) [7][560/1879] lr: 7.0000e-03 eta: 1 day, 14:12:07 time: 0.2961 data_time: 0.0257 memory: 8198 grad_norm: 5.6077 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4793 loss: 2.4793 2022/08/02 15:12:13 - mmengine - INFO - Epoch(train) [7][580/1879] lr: 7.0000e-03 eta: 1 day, 14:11:57 time: 0.2882 data_time: 0.0235 memory: 8198 grad_norm: 5.5863 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5507 loss: 2.5507 2022/08/02 15:12:19 - mmengine - INFO - Epoch(train) [7][600/1879] lr: 7.0000e-03 eta: 1 day, 14:11:48 time: 0.2896 data_time: 0.0228 memory: 8198 grad_norm: 5.6907 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5588 loss: 2.5588 2022/08/02 15:12:25 - mmengine - INFO - Epoch(train) [7][620/1879] lr: 7.0000e-03 eta: 1 day, 14:11:35 time: 0.2834 data_time: 0.0225 memory: 8198 grad_norm: 5.6272 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.4014 loss: 2.4014 2022/08/02 15:12:31 - mmengine - INFO - Epoch(train) [7][640/1879] lr: 7.0000e-03 eta: 1 day, 14:11:28 time: 0.2917 data_time: 0.0208 memory: 8198 grad_norm: 5.6982 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.6744 loss: 2.6744 2022/08/02 15:12:36 - mmengine - INFO - Epoch(train) [7][660/1879] lr: 7.0000e-03 eta: 1 day, 14:11:09 time: 0.2771 data_time: 0.0237 memory: 8198 grad_norm: 5.6741 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.5361 loss: 2.5361 2022/08/02 15:12:42 - mmengine - INFO - Epoch(train) [7][680/1879] lr: 7.0000e-03 eta: 1 day, 14:10:54 time: 0.2814 data_time: 0.0253 memory: 8198 grad_norm: 5.6619 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3824 loss: 2.3824 2022/08/02 15:12:48 - mmengine - INFO - Epoch(train) [7][700/1879] lr: 7.0000e-03 eta: 1 day, 14:10:48 time: 0.2923 data_time: 0.0265 memory: 8198 grad_norm: 5.7498 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.3895 loss: 2.3895 2022/08/02 15:12:53 - mmengine - INFO - Epoch(train) [7][720/1879] lr: 7.0000e-03 eta: 1 day, 14:10:39 time: 0.2892 data_time: 0.0187 memory: 8198 grad_norm: 5.6560 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4565 loss: 2.4565 2022/08/02 15:12:55 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:12:59 - mmengine - INFO - Epoch(train) [7][740/1879] lr: 7.0000e-03 eta: 1 day, 14:10:22 time: 0.2792 data_time: 0.0239 memory: 8198 grad_norm: 5.5742 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.4411 loss: 2.4411 2022/08/02 15:13:05 - mmengine - INFO - Epoch(train) [7][760/1879] lr: 7.0000e-03 eta: 1 day, 14:10:06 time: 0.2800 data_time: 0.0209 memory: 8198 grad_norm: 5.5302 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4858 loss: 2.4858 2022/08/02 15:13:11 - mmengine - INFO - Epoch(train) [7][780/1879] lr: 7.0000e-03 eta: 1 day, 14:10:05 time: 0.2986 data_time: 0.0242 memory: 8198 grad_norm: 5.5288 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.5219 loss: 2.5219 2022/08/02 15:13:16 - mmengine - INFO - Epoch(train) [7][800/1879] lr: 7.0000e-03 eta: 1 day, 14:09:47 time: 0.2770 data_time: 0.0266 memory: 8198 grad_norm: 5.5521 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3538 loss: 2.3538 2022/08/02 15:13:22 - mmengine - INFO - Epoch(train) [7][820/1879] lr: 7.0000e-03 eta: 1 day, 14:09:29 time: 0.2773 data_time: 0.0261 memory: 8198 grad_norm: 5.7614 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.5047 loss: 2.5047 2022/08/02 15:13:28 - mmengine - INFO - Epoch(train) [7][840/1879] lr: 7.0000e-03 eta: 1 day, 14:09:21 time: 0.2905 data_time: 0.0237 memory: 8198 grad_norm: 5.5997 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.6044 loss: 2.6044 2022/08/02 15:13:33 - mmengine - INFO - Epoch(train) [7][860/1879] lr: 7.0000e-03 eta: 1 day, 14:09:04 time: 0.2780 data_time: 0.0276 memory: 8198 grad_norm: 5.6537 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5103 loss: 2.5103 2022/08/02 15:13:39 - mmengine - INFO - Epoch(train) [7][880/1879] lr: 7.0000e-03 eta: 1 day, 14:08:47 time: 0.2789 data_time: 0.0243 memory: 8198 grad_norm: 5.6903 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6026 loss: 2.6026 2022/08/02 15:13:44 - mmengine - INFO - Epoch(train) [7][900/1879] lr: 7.0000e-03 eta: 1 day, 14:08:33 time: 0.2822 data_time: 0.0204 memory: 8198 grad_norm: 5.7393 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4407 loss: 2.4407 2022/08/02 15:13:50 - mmengine - INFO - Epoch(train) [7][920/1879] lr: 7.0000e-03 eta: 1 day, 14:08:26 time: 0.2912 data_time: 0.0263 memory: 8198 grad_norm: 5.6241 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5297 loss: 2.5297 2022/08/02 15:13:56 - mmengine - INFO - Epoch(train) [7][940/1879] lr: 7.0000e-03 eta: 1 day, 14:08:16 time: 0.2874 data_time: 0.0253 memory: 8198 grad_norm: 5.5464 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6297 loss: 2.6297 2022/08/02 15:14:02 - mmengine - INFO - Epoch(train) [7][960/1879] lr: 7.0000e-03 eta: 1 day, 14:08:02 time: 0.2823 data_time: 0.0191 memory: 8198 grad_norm: 5.5987 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4909 loss: 2.4909 2022/08/02 15:14:07 - mmengine - INFO - Epoch(train) [7][980/1879] lr: 7.0000e-03 eta: 1 day, 14:07:48 time: 0.2825 data_time: 0.0279 memory: 8198 grad_norm: 5.6224 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4862 loss: 2.4862 2022/08/02 15:14:13 - mmengine - INFO - Epoch(train) [7][1000/1879] lr: 7.0000e-03 eta: 1 day, 14:07:34 time: 0.2825 data_time: 0.0195 memory: 8198 grad_norm: 5.6547 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.6776 loss: 2.6776 2022/08/02 15:14:18 - mmengine - INFO - Epoch(train) [7][1020/1879] lr: 7.0000e-03 eta: 1 day, 14:07:16 time: 0.2763 data_time: 0.0253 memory: 8198 grad_norm: 5.6550 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5211 loss: 2.5211 2022/08/02 15:14:24 - mmengine - INFO - Epoch(train) [7][1040/1879] lr: 7.0000e-03 eta: 1 day, 14:07:01 time: 0.2811 data_time: 0.0189 memory: 8198 grad_norm: 5.5416 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4572 loss: 2.4572 2022/08/02 15:14:30 - mmengine - INFO - Epoch(train) [7][1060/1879] lr: 7.0000e-03 eta: 1 day, 14:06:51 time: 0.2870 data_time: 0.0271 memory: 8198 grad_norm: 5.6331 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.4728 loss: 2.4728 2022/08/02 15:14:35 - mmengine - INFO - Epoch(train) [7][1080/1879] lr: 7.0000e-03 eta: 1 day, 14:06:35 time: 0.2795 data_time: 0.0211 memory: 8198 grad_norm: 5.6467 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6745 loss: 2.6745 2022/08/02 15:14:41 - mmengine - INFO - Epoch(train) [7][1100/1879] lr: 7.0000e-03 eta: 1 day, 14:06:23 time: 0.2851 data_time: 0.0252 memory: 8198 grad_norm: 5.6638 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4898 loss: 2.4898 2022/08/02 15:14:47 - mmengine - INFO - Epoch(train) [7][1120/1879] lr: 7.0000e-03 eta: 1 day, 14:06:12 time: 0.2864 data_time: 0.0216 memory: 8198 grad_norm: 5.6394 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6516 loss: 2.6516 2022/08/02 15:14:53 - mmengine - INFO - Epoch(train) [7][1140/1879] lr: 7.0000e-03 eta: 1 day, 14:06:04 time: 0.2899 data_time: 0.0207 memory: 8198 grad_norm: 5.6394 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5162 loss: 2.5162 2022/08/02 15:14:58 - mmengine - INFO - Epoch(train) [7][1160/1879] lr: 7.0000e-03 eta: 1 day, 14:05:51 time: 0.2826 data_time: 0.0223 memory: 8198 grad_norm: 5.6612 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.5196 loss: 2.5196 2022/08/02 15:15:04 - mmengine - INFO - Epoch(train) [7][1180/1879] lr: 7.0000e-03 eta: 1 day, 14:05:37 time: 0.2818 data_time: 0.0178 memory: 8198 grad_norm: 5.6069 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.5689 loss: 2.5689 2022/08/02 15:15:10 - mmengine - INFO - Epoch(train) [7][1200/1879] lr: 7.0000e-03 eta: 1 day, 14:05:36 time: 0.2989 data_time: 0.0226 memory: 8198 grad_norm: 5.6681 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.4111 loss: 2.4111 2022/08/02 15:15:15 - mmengine - INFO - Epoch(train) [7][1220/1879] lr: 7.0000e-03 eta: 1 day, 14:05:22 time: 0.2825 data_time: 0.0211 memory: 8198 grad_norm: 5.6499 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2348 loss: 2.2348 2022/08/02 15:15:21 - mmengine - INFO - Epoch(train) [7][1240/1879] lr: 7.0000e-03 eta: 1 day, 14:05:18 time: 0.2943 data_time: 0.0204 memory: 8198 grad_norm: 5.5811 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3037 loss: 2.3037 2022/08/02 15:15:27 - mmengine - INFO - Epoch(train) [7][1260/1879] lr: 7.0000e-03 eta: 1 day, 14:05:03 time: 0.2813 data_time: 0.0248 memory: 8198 grad_norm: 5.5069 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4622 loss: 2.4622 2022/08/02 15:15:33 - mmengine - INFO - Epoch(train) [7][1280/1879] lr: 7.0000e-03 eta: 1 day, 14:05:08 time: 0.3064 data_time: 0.0197 memory: 8198 grad_norm: 5.6111 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4598 loss: 2.4598 2022/08/02 15:15:39 - mmengine - INFO - Epoch(train) [7][1300/1879] lr: 7.0000e-03 eta: 1 day, 14:04:51 time: 0.2783 data_time: 0.0225 memory: 8198 grad_norm: 5.5276 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4349 loss: 2.4349 2022/08/02 15:15:44 - mmengine - INFO - Epoch(train) [7][1320/1879] lr: 7.0000e-03 eta: 1 day, 14:04:36 time: 0.2795 data_time: 0.0218 memory: 8198 grad_norm: 5.4618 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4480 loss: 2.4480 2022/08/02 15:15:50 - mmengine - INFO - Epoch(train) [7][1340/1879] lr: 7.0000e-03 eta: 1 day, 14:04:27 time: 0.2887 data_time: 0.0244 memory: 8198 grad_norm: 5.5973 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4119 loss: 2.4119 2022/08/02 15:15:56 - mmengine - INFO - Epoch(train) [7][1360/1879] lr: 7.0000e-03 eta: 1 day, 14:04:13 time: 0.2815 data_time: 0.0212 memory: 8198 grad_norm: 5.6761 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.4805 loss: 2.4805 2022/08/02 15:16:01 - mmengine - INFO - Epoch(train) [7][1380/1879] lr: 7.0000e-03 eta: 1 day, 14:03:57 time: 0.2790 data_time: 0.0219 memory: 8198 grad_norm: 5.6098 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.7545 loss: 2.7545 2022/08/02 15:16:07 - mmengine - INFO - Epoch(train) [7][1400/1879] lr: 7.0000e-03 eta: 1 day, 14:03:42 time: 0.2810 data_time: 0.0208 memory: 8198 grad_norm: 5.6682 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.5488 loss: 2.5488 2022/08/02 15:16:13 - mmengine - INFO - Epoch(train) [7][1420/1879] lr: 7.0000e-03 eta: 1 day, 14:03:46 time: 0.3048 data_time: 0.0188 memory: 8198 grad_norm: 5.5524 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3968 loss: 2.3968 2022/08/02 15:16:19 - mmengine - INFO - Epoch(train) [7][1440/1879] lr: 7.0000e-03 eta: 1 day, 14:03:29 time: 0.2787 data_time: 0.0209 memory: 8198 grad_norm: 5.6267 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.5194 loss: 2.5194 2022/08/02 15:16:24 - mmengine - INFO - Epoch(train) [7][1460/1879] lr: 7.0000e-03 eta: 1 day, 14:03:19 time: 0.2857 data_time: 0.0263 memory: 8198 grad_norm: 5.5402 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.5221 loss: 2.5221 2022/08/02 15:16:30 - mmengine - INFO - Epoch(train) [7][1480/1879] lr: 7.0000e-03 eta: 1 day, 14:03:10 time: 0.2890 data_time: 0.0210 memory: 8198 grad_norm: 5.6936 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6740 loss: 2.6740 2022/08/02 15:16:36 - mmengine - INFO - Epoch(train) [7][1500/1879] lr: 7.0000e-03 eta: 1 day, 14:02:55 time: 0.2806 data_time: 0.0258 memory: 8198 grad_norm: 5.4210 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3604 loss: 2.3604 2022/08/02 15:16:41 - mmengine - INFO - Epoch(train) [7][1520/1879] lr: 7.0000e-03 eta: 1 day, 14:02:46 time: 0.2877 data_time: 0.0218 memory: 8198 grad_norm: 5.5450 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4395 loss: 2.4395 2022/08/02 15:16:47 - mmengine - INFO - Epoch(train) [7][1540/1879] lr: 7.0000e-03 eta: 1 day, 14:02:31 time: 0.2792 data_time: 0.0218 memory: 8198 grad_norm: 5.4869 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4831 loss: 2.4831 2022/08/02 15:16:53 - mmengine - INFO - Epoch(train) [7][1560/1879] lr: 7.0000e-03 eta: 1 day, 14:02:20 time: 0.2867 data_time: 0.0209 memory: 8198 grad_norm: 5.5936 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1853 loss: 2.1853 2022/08/02 15:16:59 - mmengine - INFO - Epoch(train) [7][1580/1879] lr: 7.0000e-03 eta: 1 day, 14:02:11 time: 0.2875 data_time: 0.0265 memory: 8198 grad_norm: 5.6478 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3035 loss: 2.3035 2022/08/02 15:17:04 - mmengine - INFO - Epoch(train) [7][1600/1879] lr: 7.0000e-03 eta: 1 day, 14:01:55 time: 0.2786 data_time: 0.0198 memory: 8198 grad_norm: 5.5047 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.5659 loss: 2.5659 2022/08/02 15:17:10 - mmengine - INFO - Epoch(train) [7][1620/1879] lr: 7.0000e-03 eta: 1 day, 14:01:39 time: 0.2787 data_time: 0.0256 memory: 8198 grad_norm: 5.5712 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3423 loss: 2.3423 2022/08/02 15:17:16 - mmengine - INFO - Epoch(train) [7][1640/1879] lr: 7.0000e-03 eta: 1 day, 14:01:35 time: 0.2953 data_time: 0.0235 memory: 8198 grad_norm: 5.5784 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2337 loss: 2.2337 2022/08/02 15:17:21 - mmengine - INFO - Epoch(train) [7][1660/1879] lr: 7.0000e-03 eta: 1 day, 14:01:21 time: 0.2801 data_time: 0.0199 memory: 8198 grad_norm: 5.6528 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7216 loss: 2.7216 2022/08/02 15:17:27 - mmengine - INFO - Epoch(train) [7][1680/1879] lr: 7.0000e-03 eta: 1 day, 14:01:08 time: 0.2835 data_time: 0.0240 memory: 8198 grad_norm: 5.5677 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4400 loss: 2.4400 2022/08/02 15:17:33 - mmengine - INFO - Epoch(train) [7][1700/1879] lr: 7.0000e-03 eta: 1 day, 14:00:58 time: 0.2858 data_time: 0.0228 memory: 8198 grad_norm: 5.4776 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.3509 loss: 2.3509 2022/08/02 15:17:38 - mmengine - INFO - Epoch(train) [7][1720/1879] lr: 7.0000e-03 eta: 1 day, 14:00:44 time: 0.2814 data_time: 0.0249 memory: 8198 grad_norm: 5.4797 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5366 loss: 2.5366 2022/08/02 15:17:40 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:17:44 - mmengine - INFO - Epoch(train) [7][1740/1879] lr: 7.0000e-03 eta: 1 day, 14:00:34 time: 0.2872 data_time: 0.0284 memory: 8198 grad_norm: 5.5037 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4132 loss: 2.4132 2022/08/02 15:17:50 - mmengine - INFO - Epoch(train) [7][1760/1879] lr: 7.0000e-03 eta: 1 day, 14:00:25 time: 0.2869 data_time: 0.0253 memory: 8198 grad_norm: 5.5036 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3558 loss: 2.3558 2022/08/02 15:17:55 - mmengine - INFO - Epoch(train) [7][1780/1879] lr: 7.0000e-03 eta: 1 day, 14:00:12 time: 0.2825 data_time: 0.0245 memory: 8198 grad_norm: 5.4807 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3178 loss: 2.3178 2022/08/02 15:18:01 - mmengine - INFO - Epoch(train) [7][1800/1879] lr: 7.0000e-03 eta: 1 day, 13:59:56 time: 0.2783 data_time: 0.0246 memory: 8198 grad_norm: 5.5545 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6619 loss: 2.6619 2022/08/02 15:18:07 - mmengine - INFO - Epoch(train) [7][1820/1879] lr: 7.0000e-03 eta: 1 day, 13:59:43 time: 0.2826 data_time: 0.0256 memory: 8198 grad_norm: 5.5415 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.3994 loss: 2.3994 2022/08/02 15:18:12 - mmengine - INFO - Epoch(train) [7][1840/1879] lr: 7.0000e-03 eta: 1 day, 13:59:33 time: 0.2869 data_time: 0.0210 memory: 8198 grad_norm: 5.6587 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3414 loss: 2.3414 2022/08/02 15:18:18 - mmengine - INFO - Epoch(train) [7][1860/1879] lr: 7.0000e-03 eta: 1 day, 13:59:20 time: 0.2818 data_time: 0.0236 memory: 8198 grad_norm: 5.6212 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.6334 loss: 2.6334 2022/08/02 15:18:23 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:18:23 - mmengine - INFO - Epoch(train) [7][1879/1879] lr: 7.0000e-03 eta: 1 day, 13:59:20 time: 0.2545 data_time: 0.0131 memory: 8198 grad_norm: 5.6373 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 2.4905 loss: 2.4905 2022/08/02 15:18:31 - mmengine - INFO - Epoch(train) [8][20/1879] lr: 8.0000e-03 eta: 1 day, 13:57:06 time: 0.3980 data_time: 0.0950 memory: 8198 grad_norm: 5.4702 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.6319 loss: 2.6319 2022/08/02 15:18:36 - mmengine - INFO - Epoch(train) [8][40/1879] lr: 8.0000e-03 eta: 1 day, 13:56:53 time: 0.2811 data_time: 0.0152 memory: 8198 grad_norm: 5.5725 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2920 loss: 2.2920 2022/08/02 15:18:42 - mmengine - INFO - Epoch(train) [8][60/1879] lr: 8.0000e-03 eta: 1 day, 13:56:41 time: 0.2841 data_time: 0.0259 memory: 8198 grad_norm: 5.5919 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3352 loss: 2.3352 2022/08/02 15:18:48 - mmengine - INFO - Epoch(train) [8][80/1879] lr: 8.0000e-03 eta: 1 day, 13:56:33 time: 0.2879 data_time: 0.0184 memory: 8198 grad_norm: 5.5519 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.4917 loss: 2.4917 2022/08/02 15:18:53 - mmengine - INFO - Epoch(train) [8][100/1879] lr: 8.0000e-03 eta: 1 day, 13:56:20 time: 0.2817 data_time: 0.0242 memory: 8198 grad_norm: 5.5207 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.5760 loss: 2.5760 2022/08/02 15:18:59 - mmengine - INFO - Epoch(train) [8][120/1879] lr: 8.0000e-03 eta: 1 day, 13:56:07 time: 0.2830 data_time: 0.0233 memory: 8198 grad_norm: 5.5552 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3848 loss: 2.3848 2022/08/02 15:19:05 - mmengine - INFO - Epoch(train) [8][140/1879] lr: 8.0000e-03 eta: 1 day, 13:55:54 time: 0.2814 data_time: 0.0241 memory: 8198 grad_norm: 5.5447 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.4744 loss: 2.4744 2022/08/02 15:19:10 - mmengine - INFO - Epoch(train) [8][160/1879] lr: 8.0000e-03 eta: 1 day, 13:55:42 time: 0.2827 data_time: 0.0236 memory: 8198 grad_norm: 5.5002 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4300 loss: 2.4300 2022/08/02 15:19:16 - mmengine - INFO - Epoch(train) [8][180/1879] lr: 8.0000e-03 eta: 1 day, 13:55:27 time: 0.2792 data_time: 0.0211 memory: 8198 grad_norm: 5.5286 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3007 loss: 2.3007 2022/08/02 15:19:22 - mmengine - INFO - Epoch(train) [8][200/1879] lr: 8.0000e-03 eta: 1 day, 13:55:17 time: 0.2868 data_time: 0.0213 memory: 8198 grad_norm: 5.5341 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5443 loss: 2.5443 2022/08/02 15:19:27 - mmengine - INFO - Epoch(train) [8][220/1879] lr: 8.0000e-03 eta: 1 day, 13:55:02 time: 0.2775 data_time: 0.0228 memory: 8198 grad_norm: 5.5007 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5070 loss: 2.5070 2022/08/02 15:19:33 - mmengine - INFO - Epoch(train) [8][240/1879] lr: 8.0000e-03 eta: 1 day, 13:55:00 time: 0.2985 data_time: 0.0244 memory: 8198 grad_norm: 5.3899 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.5117 loss: 2.5117 2022/08/02 15:19:39 - mmengine - INFO - Epoch(train) [8][260/1879] lr: 8.0000e-03 eta: 1 day, 13:54:45 time: 0.2788 data_time: 0.0231 memory: 8198 grad_norm: 5.5070 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.3732 loss: 2.3732 2022/08/02 15:19:45 - mmengine - INFO - Epoch(train) [8][280/1879] lr: 8.0000e-03 eta: 1 day, 13:54:34 time: 0.2845 data_time: 0.0304 memory: 8198 grad_norm: 5.6889 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.6531 loss: 2.6531 2022/08/02 15:19:50 - mmengine - INFO - Epoch(train) [8][300/1879] lr: 8.0000e-03 eta: 1 day, 13:54:33 time: 0.2987 data_time: 0.0242 memory: 8198 grad_norm: 5.4355 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2738 loss: 2.2738 2022/08/02 15:19:56 - mmengine - INFO - Epoch(train) [8][320/1879] lr: 8.0000e-03 eta: 1 day, 13:54:16 time: 0.2755 data_time: 0.0203 memory: 8198 grad_norm: 5.5161 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4370 loss: 2.4370 2022/08/02 15:20:02 - mmengine - INFO - Epoch(train) [8][340/1879] lr: 8.0000e-03 eta: 1 day, 13:54:07 time: 0.2869 data_time: 0.0230 memory: 8198 grad_norm: 5.4358 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4968 loss: 2.4968 2022/08/02 15:20:07 - mmengine - INFO - Epoch(train) [8][360/1879] lr: 8.0000e-03 eta: 1 day, 13:53:57 time: 0.2866 data_time: 0.0234 memory: 8198 grad_norm: 5.6473 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5931 loss: 2.5931 2022/08/02 15:20:13 - mmengine - INFO - Epoch(train) [8][380/1879] lr: 8.0000e-03 eta: 1 day, 13:53:45 time: 0.2827 data_time: 0.0265 memory: 8198 grad_norm: 5.4390 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.4527 loss: 2.4527 2022/08/02 15:20:19 - mmengine - INFO - Epoch(train) [8][400/1879] lr: 8.0000e-03 eta: 1 day, 13:53:34 time: 0.2839 data_time: 0.0224 memory: 8198 grad_norm: 5.5441 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.4667 loss: 2.4667 2022/08/02 15:20:24 - mmengine - INFO - Epoch(train) [8][420/1879] lr: 8.0000e-03 eta: 1 day, 13:53:21 time: 0.2819 data_time: 0.0230 memory: 8198 grad_norm: 5.4823 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5032 loss: 2.5032 2022/08/02 15:20:30 - mmengine - INFO - Epoch(train) [8][440/1879] lr: 8.0000e-03 eta: 1 day, 13:53:07 time: 0.2799 data_time: 0.0187 memory: 8198 grad_norm: 5.4552 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5259 loss: 2.5259 2022/08/02 15:20:36 - mmengine - INFO - Epoch(train) [8][460/1879] lr: 8.0000e-03 eta: 1 day, 13:52:55 time: 0.2829 data_time: 0.0215 memory: 8198 grad_norm: 5.5831 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.4709 loss: 2.4709 2022/08/02 15:20:41 - mmengine - INFO - Epoch(train) [8][480/1879] lr: 8.0000e-03 eta: 1 day, 13:52:45 time: 0.2859 data_time: 0.0215 memory: 8198 grad_norm: 5.4438 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2636 loss: 2.2636 2022/08/02 15:20:47 - mmengine - INFO - Epoch(train) [8][500/1879] lr: 8.0000e-03 eta: 1 day, 13:52:33 time: 0.2817 data_time: 0.0250 memory: 8198 grad_norm: 5.5446 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4089 loss: 2.4089 2022/08/02 15:20:53 - mmengine - INFO - Epoch(train) [8][520/1879] lr: 8.0000e-03 eta: 1 day, 13:52:17 time: 0.2770 data_time: 0.0188 memory: 8198 grad_norm: 5.5352 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3384 loss: 2.3384 2022/08/02 15:20:58 - mmengine - INFO - Epoch(train) [8][540/1879] lr: 8.0000e-03 eta: 1 day, 13:52:12 time: 0.2941 data_time: 0.0241 memory: 8198 grad_norm: 5.5824 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4171 loss: 2.4171 2022/08/02 15:21:04 - mmengine - INFO - Epoch(train) [8][560/1879] lr: 8.0000e-03 eta: 1 day, 13:51:57 time: 0.2776 data_time: 0.0167 memory: 8198 grad_norm: 5.4903 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.3448 loss: 2.3448 2022/08/02 15:21:10 - mmengine - INFO - Epoch(train) [8][580/1879] lr: 8.0000e-03 eta: 1 day, 13:51:49 time: 0.2884 data_time: 0.0242 memory: 8198 grad_norm: 5.4929 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5769 loss: 2.5769 2022/08/02 15:21:15 - mmengine - INFO - Epoch(train) [8][600/1879] lr: 8.0000e-03 eta: 1 day, 13:51:35 time: 0.2791 data_time: 0.0235 memory: 8198 grad_norm: 5.5114 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4763 loss: 2.4763 2022/08/02 15:21:21 - mmengine - INFO - Epoch(train) [8][620/1879] lr: 8.0000e-03 eta: 1 day, 13:51:21 time: 0.2796 data_time: 0.0223 memory: 8198 grad_norm: 5.3822 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3730 loss: 2.3730 2022/08/02 15:21:27 - mmengine - INFO - Epoch(train) [8][640/1879] lr: 8.0000e-03 eta: 1 day, 13:51:31 time: 0.3154 data_time: 0.0181 memory: 8198 grad_norm: 5.4386 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3311 loss: 2.3311 2022/08/02 15:21:33 - mmengine - INFO - Epoch(train) [8][660/1879] lr: 8.0000e-03 eta: 1 day, 13:51:23 time: 0.2882 data_time: 0.0276 memory: 8198 grad_norm: 5.5204 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.6992 loss: 2.6992 2022/08/02 15:21:39 - mmengine - INFO - Epoch(train) [8][680/1879] lr: 8.0000e-03 eta: 1 day, 13:51:10 time: 0.2821 data_time: 0.0207 memory: 8198 grad_norm: 5.4978 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.5072 loss: 2.5072 2022/08/02 15:21:44 - mmengine - INFO - Epoch(train) [8][700/1879] lr: 8.0000e-03 eta: 1 day, 13:50:57 time: 0.2804 data_time: 0.0215 memory: 8198 grad_norm: 5.4633 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5546 loss: 2.5546 2022/08/02 15:21:50 - mmengine - INFO - Epoch(train) [8][720/1879] lr: 8.0000e-03 eta: 1 day, 13:50:48 time: 0.2875 data_time: 0.0260 memory: 8198 grad_norm: 5.4840 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1435 loss: 2.1435 2022/08/02 15:21:57 - mmengine - INFO - Epoch(train) [8][740/1879] lr: 8.0000e-03 eta: 1 day, 13:51:09 time: 0.3308 data_time: 0.0289 memory: 8198 grad_norm: 5.4861 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3704 loss: 2.3704 2022/08/02 15:22:03 - mmengine - INFO - Epoch(train) [8][760/1879] lr: 8.0000e-03 eta: 1 day, 13:51:05 time: 0.2942 data_time: 0.0183 memory: 8198 grad_norm: 5.4977 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4899 loss: 2.4899 2022/08/02 15:22:08 - mmengine - INFO - Epoch(train) [8][780/1879] lr: 8.0000e-03 eta: 1 day, 13:50:53 time: 0.2833 data_time: 0.0249 memory: 8198 grad_norm: 5.4544 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5412 loss: 2.5412 2022/08/02 15:22:14 - mmengine - INFO - Epoch(train) [8][800/1879] lr: 8.0000e-03 eta: 1 day, 13:50:38 time: 0.2775 data_time: 0.0222 memory: 8198 grad_norm: 5.5426 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3728 loss: 2.3728 2022/08/02 15:22:19 - mmengine - INFO - Epoch(train) [8][820/1879] lr: 8.0000e-03 eta: 1 day, 13:50:25 time: 0.2818 data_time: 0.0207 memory: 8198 grad_norm: 5.4867 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4654 loss: 2.4654 2022/08/02 15:22:25 - mmengine - INFO - Epoch(train) [8][840/1879] lr: 8.0000e-03 eta: 1 day, 13:50:10 time: 0.2781 data_time: 0.0186 memory: 8198 grad_norm: 5.5024 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.4779 loss: 2.4779 2022/08/02 15:22:27 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:22:31 - mmengine - INFO - Epoch(train) [8][860/1879] lr: 8.0000e-03 eta: 1 day, 13:50:00 time: 0.2848 data_time: 0.0230 memory: 8198 grad_norm: 5.4284 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3490 loss: 2.3490 2022/08/02 15:22:36 - mmengine - INFO - Epoch(train) [8][880/1879] lr: 8.0000e-03 eta: 1 day, 13:49:45 time: 0.2780 data_time: 0.0241 memory: 8198 grad_norm: 5.4938 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2406 loss: 2.2406 2022/08/02 15:22:42 - mmengine - INFO - Epoch(train) [8][900/1879] lr: 8.0000e-03 eta: 1 day, 13:49:42 time: 0.2959 data_time: 0.0242 memory: 8198 grad_norm: 5.6427 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2272 loss: 2.2272 2022/08/02 15:22:48 - mmengine - INFO - Epoch(train) [8][920/1879] lr: 8.0000e-03 eta: 1 day, 13:49:27 time: 0.2774 data_time: 0.0225 memory: 8198 grad_norm: 5.4772 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4323 loss: 2.4323 2022/08/02 15:22:53 - mmengine - INFO - Epoch(train) [8][940/1879] lr: 8.0000e-03 eta: 1 day, 13:49:17 time: 0.2853 data_time: 0.0302 memory: 8198 grad_norm: 5.4648 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6817 loss: 2.6817 2022/08/02 15:22:59 - mmengine - INFO - Epoch(train) [8][960/1879] lr: 8.0000e-03 eta: 1 day, 13:49:13 time: 0.2951 data_time: 0.0198 memory: 8198 grad_norm: 5.5086 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.4889 loss: 2.4889 2022/08/02 15:23:05 - mmengine - INFO - Epoch(train) [8][980/1879] lr: 8.0000e-03 eta: 1 day, 13:49:01 time: 0.2823 data_time: 0.0304 memory: 8198 grad_norm: 5.4928 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4486 loss: 2.4486 2022/08/02 15:23:11 - mmengine - INFO - Epoch(train) [8][1000/1879] lr: 8.0000e-03 eta: 1 day, 13:48:50 time: 0.2831 data_time: 0.0226 memory: 8198 grad_norm: 5.3637 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3812 loss: 2.3812 2022/08/02 15:23:16 - mmengine - INFO - Epoch(train) [8][1020/1879] lr: 8.0000e-03 eta: 1 day, 13:48:42 time: 0.2877 data_time: 0.0244 memory: 8198 grad_norm: 5.4472 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.3907 loss: 2.3907 2022/08/02 15:23:22 - mmengine - INFO - Epoch(train) [8][1040/1879] lr: 8.0000e-03 eta: 1 day, 13:48:32 time: 0.2862 data_time: 0.0207 memory: 8198 grad_norm: 5.4939 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.3891 loss: 2.3891 2022/08/02 15:23:28 - mmengine - INFO - Epoch(train) [8][1060/1879] lr: 8.0000e-03 eta: 1 day, 13:48:20 time: 0.2815 data_time: 0.0265 memory: 8198 grad_norm: 5.4596 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3348 loss: 2.3348 2022/08/02 15:23:33 - mmengine - INFO - Epoch(train) [8][1080/1879] lr: 8.0000e-03 eta: 1 day, 13:48:10 time: 0.2853 data_time: 0.0322 memory: 8198 grad_norm: 5.4722 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4492 loss: 2.4492 2022/08/02 15:23:39 - mmengine - INFO - Epoch(train) [8][1100/1879] lr: 8.0000e-03 eta: 1 day, 13:48:09 time: 0.2992 data_time: 0.0246 memory: 8198 grad_norm: 5.5046 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4451 loss: 2.4451 2022/08/02 15:23:45 - mmengine - INFO - Epoch(train) [8][1120/1879] lr: 8.0000e-03 eta: 1 day, 13:47:55 time: 0.2799 data_time: 0.0240 memory: 8198 grad_norm: 5.3884 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.4118 loss: 2.4118 2022/08/02 15:23:51 - mmengine - INFO - Epoch(train) [8][1140/1879] lr: 8.0000e-03 eta: 1 day, 13:47:42 time: 0.2799 data_time: 0.0257 memory: 8198 grad_norm: 5.3929 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4315 loss: 2.4315 2022/08/02 15:23:56 - mmengine - INFO - Epoch(train) [8][1160/1879] lr: 8.0000e-03 eta: 1 day, 13:47:30 time: 0.2819 data_time: 0.0233 memory: 8198 grad_norm: 5.4424 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4830 loss: 2.4830 2022/08/02 15:24:02 - mmengine - INFO - Epoch(train) [8][1180/1879] lr: 8.0000e-03 eta: 1 day, 13:47:21 time: 0.2861 data_time: 0.0250 memory: 8198 grad_norm: 5.4581 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4882 loss: 2.4882 2022/08/02 15:24:08 - mmengine - INFO - Epoch(train) [8][1200/1879] lr: 8.0000e-03 eta: 1 day, 13:47:07 time: 0.2793 data_time: 0.0189 memory: 8198 grad_norm: 5.5174 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.4418 loss: 2.4418 2022/08/02 15:24:13 - mmengine - INFO - Epoch(train) [8][1220/1879] lr: 8.0000e-03 eta: 1 day, 13:46:55 time: 0.2819 data_time: 0.0184 memory: 8198 grad_norm: 5.3840 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4073 loss: 2.4073 2022/08/02 15:24:19 - mmengine - INFO - Epoch(train) [8][1240/1879] lr: 8.0000e-03 eta: 1 day, 13:46:47 time: 0.2888 data_time: 0.0227 memory: 8198 grad_norm: 5.5132 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.5947 loss: 2.5947 2022/08/02 15:24:25 - mmengine - INFO - Epoch(train) [8][1260/1879] lr: 8.0000e-03 eta: 1 day, 13:46:35 time: 0.2821 data_time: 0.0230 memory: 8198 grad_norm: 5.7147 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4082 loss: 2.4082 2022/08/02 15:24:30 - mmengine - INFO - Epoch(train) [8][1280/1879] lr: 8.0000e-03 eta: 1 day, 13:46:23 time: 0.2818 data_time: 0.0259 memory: 8198 grad_norm: 5.6996 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5301 loss: 2.5301 2022/08/02 15:24:36 - mmengine - INFO - Epoch(train) [8][1300/1879] lr: 8.0000e-03 eta: 1 day, 13:46:09 time: 0.2784 data_time: 0.0254 memory: 8198 grad_norm: 5.3817 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4229 loss: 2.4229 2022/08/02 15:24:42 - mmengine - INFO - Epoch(train) [8][1320/1879] lr: 8.0000e-03 eta: 1 day, 13:45:59 time: 0.2852 data_time: 0.0237 memory: 8198 grad_norm: 5.3260 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4779 loss: 2.4779 2022/08/02 15:24:47 - mmengine - INFO - Epoch(train) [8][1340/1879] lr: 8.0000e-03 eta: 1 day, 13:45:47 time: 0.2814 data_time: 0.0220 memory: 8198 grad_norm: 5.4296 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.4751 loss: 2.4751 2022/08/02 15:24:53 - mmengine - INFO - Epoch(train) [8][1360/1879] lr: 8.0000e-03 eta: 1 day, 13:45:39 time: 0.2875 data_time: 0.0270 memory: 8198 grad_norm: 5.3828 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3814 loss: 2.3814 2022/08/02 15:24:59 - mmengine - INFO - Epoch(train) [8][1380/1879] lr: 8.0000e-03 eta: 1 day, 13:45:37 time: 0.2987 data_time: 0.0211 memory: 8198 grad_norm: 5.4365 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3075 loss: 2.3075 2022/08/02 15:25:04 - mmengine - INFO - Epoch(train) [8][1400/1879] lr: 8.0000e-03 eta: 1 day, 13:45:22 time: 0.2772 data_time: 0.0207 memory: 8198 grad_norm: 5.3684 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2364 loss: 2.2364 2022/08/02 15:25:10 - mmengine - INFO - Epoch(train) [8][1420/1879] lr: 8.0000e-03 eta: 1 day, 13:45:09 time: 0.2797 data_time: 0.0243 memory: 8198 grad_norm: 5.3593 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2746 loss: 2.2746 2022/08/02 15:25:16 - mmengine - INFO - Epoch(train) [8][1440/1879] lr: 8.0000e-03 eta: 1 day, 13:44:55 time: 0.2785 data_time: 0.0209 memory: 8198 grad_norm: 5.4622 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3558 loss: 2.3558 2022/08/02 15:25:21 - mmengine - INFO - Epoch(train) [8][1460/1879] lr: 8.0000e-03 eta: 1 day, 13:44:43 time: 0.2820 data_time: 0.0224 memory: 8198 grad_norm: 5.4993 top1_acc: 0.1250 top5_acc: 0.6875 loss_cls: 2.3776 loss: 2.3776 2022/08/02 15:25:27 - mmengine - INFO - Epoch(train) [8][1480/1879] lr: 8.0000e-03 eta: 1 day, 13:44:30 time: 0.2795 data_time: 0.0247 memory: 8198 grad_norm: 5.3428 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.4931 loss: 2.4931 2022/08/02 15:25:32 - mmengine - INFO - Epoch(train) [8][1500/1879] lr: 8.0000e-03 eta: 1 day, 13:44:17 time: 0.2808 data_time: 0.0193 memory: 8198 grad_norm: 5.4097 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5030 loss: 2.5030 2022/08/02 15:25:38 - mmengine - INFO - Epoch(train) [8][1520/1879] lr: 8.0000e-03 eta: 1 day, 13:44:08 time: 0.2860 data_time: 0.0219 memory: 8198 grad_norm: 5.4489 top1_acc: 0.3750 top5_acc: 0.9375 loss_cls: 2.3215 loss: 2.3215 2022/08/02 15:25:44 - mmengine - INFO - Epoch(train) [8][1540/1879] lr: 8.0000e-03 eta: 1 day, 13:44:04 time: 0.2940 data_time: 0.0232 memory: 8198 grad_norm: 5.3050 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3594 loss: 2.3594 2022/08/02 15:25:50 - mmengine - INFO - Epoch(train) [8][1560/1879] lr: 8.0000e-03 eta: 1 day, 13:43:50 time: 0.2785 data_time: 0.0206 memory: 8198 grad_norm: 5.3419 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3963 loss: 2.3963 2022/08/02 15:25:55 - mmengine - INFO - Epoch(train) [8][1580/1879] lr: 8.0000e-03 eta: 1 day, 13:43:37 time: 0.2798 data_time: 0.0272 memory: 8198 grad_norm: 5.4887 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3109 loss: 2.3109 2022/08/02 15:26:01 - mmengine - INFO - Epoch(train) [8][1600/1879] lr: 8.0000e-03 eta: 1 day, 13:43:27 time: 0.2844 data_time: 0.0221 memory: 8198 grad_norm: 5.4220 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1601 loss: 2.1601 2022/08/02 15:26:07 - mmengine - INFO - Epoch(train) [8][1620/1879] lr: 8.0000e-03 eta: 1 day, 13:43:23 time: 0.2947 data_time: 0.0253 memory: 8198 grad_norm: 5.4146 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5284 loss: 2.5284 2022/08/02 15:26:12 - mmengine - INFO - Epoch(train) [8][1640/1879] lr: 8.0000e-03 eta: 1 day, 13:43:11 time: 0.2807 data_time: 0.0235 memory: 8198 grad_norm: 5.2073 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1744 loss: 2.1744 2022/08/02 15:26:18 - mmengine - INFO - Epoch(train) [8][1660/1879] lr: 8.0000e-03 eta: 1 day, 13:42:59 time: 0.2814 data_time: 0.0237 memory: 8198 grad_norm: 5.4227 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3176 loss: 2.3176 2022/08/02 15:26:24 - mmengine - INFO - Epoch(train) [8][1680/1879] lr: 8.0000e-03 eta: 1 day, 13:42:51 time: 0.2885 data_time: 0.0234 memory: 8198 grad_norm: 5.3580 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.3667 loss: 2.3667 2022/08/02 15:26:30 - mmengine - INFO - Epoch(train) [8][1700/1879] lr: 8.0000e-03 eta: 1 day, 13:42:39 time: 0.2813 data_time: 0.0236 memory: 8198 grad_norm: 5.3020 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3873 loss: 2.3873 2022/08/02 15:26:35 - mmengine - INFO - Epoch(train) [8][1720/1879] lr: 8.0000e-03 eta: 1 day, 13:42:27 time: 0.2811 data_time: 0.0267 memory: 8198 grad_norm: 5.4524 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2517 loss: 2.2517 2022/08/02 15:26:41 - mmengine - INFO - Epoch(train) [8][1740/1879] lr: 8.0000e-03 eta: 1 day, 13:42:20 time: 0.2889 data_time: 0.0239 memory: 8198 grad_norm: 5.4872 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.4846 loss: 2.4846 2022/08/02 15:26:47 - mmengine - INFO - Epoch(train) [8][1760/1879] lr: 8.0000e-03 eta: 1 day, 13:42:12 time: 0.2889 data_time: 0.0345 memory: 8198 grad_norm: 5.4840 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.5574 loss: 2.5574 2022/08/02 15:26:52 - mmengine - INFO - Epoch(train) [8][1780/1879] lr: 8.0000e-03 eta: 1 day, 13:42:00 time: 0.2802 data_time: 0.0218 memory: 8198 grad_norm: 5.3316 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.6788 loss: 2.6788 2022/08/02 15:26:58 - mmengine - INFO - Epoch(train) [8][1800/1879] lr: 8.0000e-03 eta: 1 day, 13:41:49 time: 0.2838 data_time: 0.0245 memory: 8198 grad_norm: 5.2778 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.5216 loss: 2.5216 2022/08/02 15:27:04 - mmengine - INFO - Epoch(train) [8][1820/1879] lr: 8.0000e-03 eta: 1 day, 13:41:43 time: 0.2904 data_time: 0.0232 memory: 8198 grad_norm: 5.3453 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3655 loss: 2.3655 2022/08/02 15:27:10 - mmengine - INFO - Epoch(train) [8][1840/1879] lr: 8.0000e-03 eta: 1 day, 13:41:36 time: 0.2889 data_time: 0.0201 memory: 8198 grad_norm: 5.3002 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3622 loss: 2.3622 2022/08/02 15:27:12 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:27:15 - mmengine - INFO - Epoch(train) [8][1860/1879] lr: 8.0000e-03 eta: 1 day, 13:41:21 time: 0.2763 data_time: 0.0218 memory: 8198 grad_norm: 5.3770 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.6111 loss: 2.6111 2022/08/02 15:27:20 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:27:20 - mmengine - INFO - Epoch(train) [8][1879/1879] lr: 8.0000e-03 eta: 1 day, 13:41:21 time: 0.2668 data_time: 0.0165 memory: 8198 grad_norm: 5.5064 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.4967 loss: 2.4967 2022/08/02 15:27:20 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/08/02 15:27:31 - mmengine - INFO - Epoch(train) [9][20/1879] lr: 9.0000e-03 eta: 1 day, 13:39:17 time: 0.3867 data_time: 0.1329 memory: 8198 grad_norm: 5.3367 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4951 loss: 2.4951 2022/08/02 15:27:36 - mmengine - INFO - Epoch(train) [9][40/1879] lr: 9.0000e-03 eta: 1 day, 13:39:06 time: 0.2822 data_time: 0.0235 memory: 8198 grad_norm: 5.2965 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4959 loss: 2.4959 2022/08/02 15:27:42 - mmengine - INFO - Epoch(train) [9][60/1879] lr: 9.0000e-03 eta: 1 day, 13:38:58 time: 0.2871 data_time: 0.0246 memory: 8198 grad_norm: 5.3926 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4198 loss: 2.4198 2022/08/02 15:27:48 - mmengine - INFO - Epoch(train) [9][80/1879] lr: 9.0000e-03 eta: 1 day, 13:38:45 time: 0.2789 data_time: 0.0197 memory: 8198 grad_norm: 5.2559 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4022 loss: 2.4022 2022/08/02 15:27:53 - mmengine - INFO - Epoch(train) [9][100/1879] lr: 9.0000e-03 eta: 1 day, 13:38:33 time: 0.2822 data_time: 0.0243 memory: 8198 grad_norm: 5.4278 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.4364 loss: 2.4364 2022/08/02 15:27:59 - mmengine - INFO - Epoch(train) [9][120/1879] lr: 9.0000e-03 eta: 1 day, 13:38:25 time: 0.2864 data_time: 0.0272 memory: 8198 grad_norm: 5.3465 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.3871 loss: 2.3871 2022/08/02 15:28:05 - mmengine - INFO - Epoch(train) [9][140/1879] lr: 9.0000e-03 eta: 1 day, 13:38:11 time: 0.2772 data_time: 0.0227 memory: 8198 grad_norm: 5.4068 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.5833 loss: 2.5833 2022/08/02 15:28:10 - mmengine - INFO - Epoch(train) [9][160/1879] lr: 9.0000e-03 eta: 1 day, 13:38:01 time: 0.2845 data_time: 0.0247 memory: 8198 grad_norm: 5.2749 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5320 loss: 2.5320 2022/08/02 15:28:16 - mmengine - INFO - Epoch(train) [9][180/1879] lr: 9.0000e-03 eta: 1 day, 13:37:50 time: 0.2819 data_time: 0.0222 memory: 8198 grad_norm: 5.4269 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5270 loss: 2.5270 2022/08/02 15:28:22 - mmengine - INFO - Epoch(train) [9][200/1879] lr: 9.0000e-03 eta: 1 day, 13:37:45 time: 0.2931 data_time: 0.0207 memory: 8198 grad_norm: 5.3391 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2507 loss: 2.2507 2022/08/02 15:28:28 - mmengine - INFO - Epoch(train) [9][220/1879] lr: 9.0000e-03 eta: 1 day, 13:37:36 time: 0.2858 data_time: 0.0303 memory: 8198 grad_norm: 5.3984 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6132 loss: 2.6132 2022/08/02 15:28:33 - mmengine - INFO - Epoch(train) [9][240/1879] lr: 9.0000e-03 eta: 1 day, 13:37:22 time: 0.2759 data_time: 0.0187 memory: 8198 grad_norm: 5.2859 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2352 loss: 2.2352 2022/08/02 15:28:39 - mmengine - INFO - Epoch(train) [9][260/1879] lr: 9.0000e-03 eta: 1 day, 13:37:14 time: 0.2885 data_time: 0.0315 memory: 8198 grad_norm: 5.3728 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.4116 loss: 2.4116 2022/08/02 15:28:45 - mmengine - INFO - Epoch(train) [9][280/1879] lr: 9.0000e-03 eta: 1 day, 13:37:02 time: 0.2809 data_time: 0.0188 memory: 8198 grad_norm: 5.3645 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.3708 loss: 2.3708 2022/08/02 15:28:50 - mmengine - INFO - Epoch(train) [9][300/1879] lr: 9.0000e-03 eta: 1 day, 13:36:51 time: 0.2808 data_time: 0.0207 memory: 8198 grad_norm: 5.3659 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1638 loss: 2.1638 2022/08/02 15:28:56 - mmengine - INFO - Epoch(train) [9][320/1879] lr: 9.0000e-03 eta: 1 day, 13:36:41 time: 0.2840 data_time: 0.0203 memory: 8198 grad_norm: 5.3581 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5032 loss: 2.5032 2022/08/02 15:29:02 - mmengine - INFO - Epoch(train) [9][340/1879] lr: 9.0000e-03 eta: 1 day, 13:36:39 time: 0.2970 data_time: 0.0223 memory: 8198 grad_norm: 5.3410 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.5205 loss: 2.5205 2022/08/02 15:29:07 - mmengine - INFO - Epoch(train) [9][360/1879] lr: 9.0000e-03 eta: 1 day, 13:36:25 time: 0.2775 data_time: 0.0237 memory: 8198 grad_norm: 5.5227 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2470 loss: 2.2470 2022/08/02 15:29:13 - mmengine - INFO - Epoch(train) [9][380/1879] lr: 9.0000e-03 eta: 1 day, 13:36:13 time: 0.2812 data_time: 0.0228 memory: 8198 grad_norm: 5.2736 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1958 loss: 2.1958 2022/08/02 15:29:19 - mmengine - INFO - Epoch(train) [9][400/1879] lr: 9.0000e-03 eta: 1 day, 13:36:04 time: 0.2845 data_time: 0.0230 memory: 8198 grad_norm: 5.4479 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 2.4218 loss: 2.4218 2022/08/02 15:29:24 - mmengine - INFO - Epoch(train) [9][420/1879] lr: 9.0000e-03 eta: 1 day, 13:35:55 time: 0.2865 data_time: 0.0224 memory: 8198 grad_norm: 5.5108 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3056 loss: 2.3056 2022/08/02 15:29:30 - mmengine - INFO - Epoch(train) [9][440/1879] lr: 9.0000e-03 eta: 1 day, 13:35:43 time: 0.2805 data_time: 0.0220 memory: 8198 grad_norm: 5.3641 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.5298 loss: 2.5298 2022/08/02 15:29:36 - mmengine - INFO - Epoch(train) [9][460/1879] lr: 9.0000e-03 eta: 1 day, 13:35:30 time: 0.2783 data_time: 0.0222 memory: 8198 grad_norm: 5.3331 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3234 loss: 2.3234 2022/08/02 15:29:41 - mmengine - INFO - Epoch(train) [9][480/1879] lr: 9.0000e-03 eta: 1 day, 13:35:24 time: 0.2905 data_time: 0.0247 memory: 8198 grad_norm: 5.2882 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3655 loss: 2.3655 2022/08/02 15:29:47 - mmengine - INFO - Epoch(train) [9][500/1879] lr: 9.0000e-03 eta: 1 day, 13:35:14 time: 0.2834 data_time: 0.0206 memory: 8198 grad_norm: 5.3309 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4961 loss: 2.4961 2022/08/02 15:29:53 - mmengine - INFO - Epoch(train) [9][520/1879] lr: 9.0000e-03 eta: 1 day, 13:35:01 time: 0.2789 data_time: 0.0235 memory: 8198 grad_norm: 5.3564 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5485 loss: 2.5485 2022/08/02 15:29:58 - mmengine - INFO - Epoch(train) [9][540/1879] lr: 9.0000e-03 eta: 1 day, 13:34:50 time: 0.2817 data_time: 0.0228 memory: 8198 grad_norm: 5.3788 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2082 loss: 2.2082 2022/08/02 15:30:04 - mmengine - INFO - Epoch(train) [9][560/1879] lr: 9.0000e-03 eta: 1 day, 13:34:49 time: 0.2996 data_time: 0.0213 memory: 8198 grad_norm: 5.3610 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1668 loss: 2.1668 2022/08/02 15:30:10 - mmengine - INFO - Epoch(train) [9][580/1879] lr: 9.0000e-03 eta: 1 day, 13:34:37 time: 0.2796 data_time: 0.0226 memory: 8198 grad_norm: 5.2375 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4447 loss: 2.4447 2022/08/02 15:30:17 - mmengine - INFO - Epoch(train) [9][600/1879] lr: 9.0000e-03 eta: 1 day, 13:35:09 time: 0.3536 data_time: 0.0208 memory: 8198 grad_norm: 5.2774 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.3023 loss: 2.3023 2022/08/02 15:30:23 - mmengine - INFO - Epoch(train) [9][620/1879] lr: 9.0000e-03 eta: 1 day, 13:35:01 time: 0.2878 data_time: 0.0255 memory: 8198 grad_norm: 5.5199 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4827 loss: 2.4827 2022/08/02 15:30:28 - mmengine - INFO - Epoch(train) [9][640/1879] lr: 9.0000e-03 eta: 1 day, 13:34:47 time: 0.2777 data_time: 0.0219 memory: 8198 grad_norm: 5.3217 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3801 loss: 2.3801 2022/08/02 15:30:34 - mmengine - INFO - Epoch(train) [9][660/1879] lr: 9.0000e-03 eta: 1 day, 13:34:36 time: 0.2808 data_time: 0.0296 memory: 8198 grad_norm: 5.3467 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2814 loss: 2.2814 2022/08/02 15:30:40 - mmengine - INFO - Epoch(train) [9][680/1879] lr: 9.0000e-03 eta: 1 day, 13:34:36 time: 0.3013 data_time: 0.0215 memory: 8198 grad_norm: 5.2945 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5679 loss: 2.5679 2022/08/02 15:30:45 - mmengine - INFO - Epoch(train) [9][700/1879] lr: 9.0000e-03 eta: 1 day, 13:34:22 time: 0.2773 data_time: 0.0235 memory: 8198 grad_norm: 5.5235 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4443 loss: 2.4443 2022/08/02 15:30:51 - mmengine - INFO - Epoch(train) [9][720/1879] lr: 9.0000e-03 eta: 1 day, 13:34:09 time: 0.2773 data_time: 0.0261 memory: 8198 grad_norm: 5.3469 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.4396 loss: 2.4396 2022/08/02 15:30:57 - mmengine - INFO - Epoch(train) [9][740/1879] lr: 9.0000e-03 eta: 1 day, 13:33:58 time: 0.2821 data_time: 0.0195 memory: 8198 grad_norm: 5.4075 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4597 loss: 2.4597 2022/08/02 15:31:02 - mmengine - INFO - Epoch(train) [9][760/1879] lr: 9.0000e-03 eta: 1 day, 13:33:52 time: 0.2909 data_time: 0.0248 memory: 8198 grad_norm: 5.3393 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4224 loss: 2.4224 2022/08/02 15:31:08 - mmengine - INFO - Epoch(train) [9][780/1879] lr: 9.0000e-03 eta: 1 day, 13:33:39 time: 0.2784 data_time: 0.0206 memory: 8198 grad_norm: 5.2441 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5042 loss: 2.5042 2022/08/02 15:31:14 - mmengine - INFO - Epoch(train) [9][800/1879] lr: 9.0000e-03 eta: 1 day, 13:33:27 time: 0.2799 data_time: 0.0239 memory: 8198 grad_norm: 5.2513 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.5009 loss: 2.5009 2022/08/02 15:31:20 - mmengine - INFO - Epoch(train) [9][820/1879] lr: 9.0000e-03 eta: 1 day, 13:33:29 time: 0.3048 data_time: 0.0237 memory: 8198 grad_norm: 5.2141 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1486 loss: 2.1486 2022/08/02 15:31:25 - mmengine - INFO - Epoch(train) [9][840/1879] lr: 9.0000e-03 eta: 1 day, 13:33:16 time: 0.2768 data_time: 0.0265 memory: 8198 grad_norm: 5.3689 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.3640 loss: 2.3640 2022/08/02 15:31:31 - mmengine - INFO - Epoch(train) [9][860/1879] lr: 9.0000e-03 eta: 1 day, 13:33:04 time: 0.2816 data_time: 0.0226 memory: 8198 grad_norm: 5.2650 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.4836 loss: 2.4836 2022/08/02 15:31:37 - mmengine - INFO - Epoch(train) [9][880/1879] lr: 9.0000e-03 eta: 1 day, 13:32:56 time: 0.2863 data_time: 0.0275 memory: 8198 grad_norm: 5.3591 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.5769 loss: 2.5769 2022/08/02 15:31:42 - mmengine - INFO - Epoch(train) [9][900/1879] lr: 9.0000e-03 eta: 1 day, 13:32:48 time: 0.2863 data_time: 0.0220 memory: 8198 grad_norm: 5.2097 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4537 loss: 2.4537 2022/08/02 15:31:48 - mmengine - INFO - Epoch(train) [9][920/1879] lr: 9.0000e-03 eta: 1 day, 13:32:37 time: 0.2828 data_time: 0.0216 memory: 8198 grad_norm: 5.1637 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5477 loss: 2.5477 2022/08/02 15:31:54 - mmengine - INFO - Epoch(train) [9][940/1879] lr: 9.0000e-03 eta: 1 day, 13:32:27 time: 0.2830 data_time: 0.0288 memory: 8198 grad_norm: 5.1892 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3333 loss: 2.3333 2022/08/02 15:31:59 - mmengine - INFO - Epoch(train) [9][960/1879] lr: 9.0000e-03 eta: 1 day, 13:32:17 time: 0.2834 data_time: 0.0195 memory: 8198 grad_norm: 5.2673 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2319 loss: 2.2319 2022/08/02 15:32:01 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:32:05 - mmengine - INFO - Epoch(train) [9][980/1879] lr: 9.0000e-03 eta: 1 day, 13:32:08 time: 0.2856 data_time: 0.0226 memory: 8198 grad_norm: 5.3086 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.5275 loss: 2.5275 2022/08/02 15:32:11 - mmengine - INFO - Epoch(train) [9][1000/1879] lr: 9.0000e-03 eta: 1 day, 13:32:05 time: 0.2938 data_time: 0.0239 memory: 8198 grad_norm: 5.3635 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.6080 loss: 2.6080 2022/08/02 15:32:17 - mmengine - INFO - Epoch(train) [9][1020/1879] lr: 9.0000e-03 eta: 1 day, 13:31:53 time: 0.2803 data_time: 0.0211 memory: 8198 grad_norm: 5.4519 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5117 loss: 2.5117 2022/08/02 15:32:23 - mmengine - INFO - Epoch(train) [9][1040/1879] lr: 9.0000e-03 eta: 1 day, 13:31:52 time: 0.3000 data_time: 0.0258 memory: 8198 grad_norm: 5.2328 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3381 loss: 2.3381 2022/08/02 15:32:28 - mmengine - INFO - Epoch(train) [9][1060/1879] lr: 9.0000e-03 eta: 1 day, 13:31:39 time: 0.2777 data_time: 0.0205 memory: 8198 grad_norm: 5.3527 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4941 loss: 2.4941 2022/08/02 15:32:34 - mmengine - INFO - Epoch(train) [9][1080/1879] lr: 9.0000e-03 eta: 1 day, 13:31:29 time: 0.2830 data_time: 0.0283 memory: 8198 grad_norm: 5.2668 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.3710 loss: 2.3710 2022/08/02 15:32:39 - mmengine - INFO - Epoch(train) [9][1100/1879] lr: 9.0000e-03 eta: 1 day, 13:31:19 time: 0.2837 data_time: 0.0198 memory: 8198 grad_norm: 5.3098 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 2.6344 loss: 2.6344 2022/08/02 15:32:45 - mmengine - INFO - Epoch(train) [9][1120/1879] lr: 9.0000e-03 eta: 1 day, 13:31:09 time: 0.2833 data_time: 0.0256 memory: 8198 grad_norm: 5.2606 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3526 loss: 2.3526 2022/08/02 15:32:51 - mmengine - INFO - Epoch(train) [9][1140/1879] lr: 9.0000e-03 eta: 1 day, 13:31:01 time: 0.2858 data_time: 0.0231 memory: 8198 grad_norm: 5.2791 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2500 loss: 2.2500 2022/08/02 15:32:56 - mmengine - INFO - Epoch(train) [9][1160/1879] lr: 9.0000e-03 eta: 1 day, 13:30:50 time: 0.2819 data_time: 0.0213 memory: 8198 grad_norm: 5.1652 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2884 loss: 2.2884 2022/08/02 15:33:02 - mmengine - INFO - Epoch(train) [9][1180/1879] lr: 9.0000e-03 eta: 1 day, 13:30:41 time: 0.2851 data_time: 0.0230 memory: 8198 grad_norm: 5.3439 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3651 loss: 2.3651 2022/08/02 15:33:08 - mmengine - INFO - Epoch(train) [9][1200/1879] lr: 9.0000e-03 eta: 1 day, 13:30:28 time: 0.2788 data_time: 0.0209 memory: 8198 grad_norm: 5.3148 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2159 loss: 2.2159 2022/08/02 15:33:14 - mmengine - INFO - Epoch(train) [9][1220/1879] lr: 9.0000e-03 eta: 1 day, 13:30:22 time: 0.2903 data_time: 0.0278 memory: 8198 grad_norm: 5.1987 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3171 loss: 2.3171 2022/08/02 15:33:19 - mmengine - INFO - Epoch(train) [9][1240/1879] lr: 9.0000e-03 eta: 1 day, 13:30:10 time: 0.2785 data_time: 0.0220 memory: 8198 grad_norm: 5.2135 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3804 loss: 2.3804 2022/08/02 15:33:25 - mmengine - INFO - Epoch(train) [9][1260/1879] lr: 9.0000e-03 eta: 1 day, 13:30:00 time: 0.2827 data_time: 0.0268 memory: 8198 grad_norm: 5.2341 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4771 loss: 2.4771 2022/08/02 15:33:30 - mmengine - INFO - Epoch(train) [9][1280/1879] lr: 9.0000e-03 eta: 1 day, 13:29:49 time: 0.2823 data_time: 0.0243 memory: 8198 grad_norm: 5.2298 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3758 loss: 2.3758 2022/08/02 15:33:36 - mmengine - INFO - Epoch(train) [9][1300/1879] lr: 9.0000e-03 eta: 1 day, 13:29:37 time: 0.2800 data_time: 0.0210 memory: 8198 grad_norm: 5.1266 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.2482 loss: 2.2482 2022/08/02 15:33:42 - mmengine - INFO - Epoch(train) [9][1320/1879] lr: 9.0000e-03 eta: 1 day, 13:29:26 time: 0.2809 data_time: 0.0285 memory: 8198 grad_norm: 5.1401 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.2913 loss: 2.2913 2022/08/02 15:33:47 - mmengine - INFO - Epoch(train) [9][1340/1879] lr: 9.0000e-03 eta: 1 day, 13:29:17 time: 0.2848 data_time: 0.0233 memory: 8198 grad_norm: 5.3352 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3465 loss: 2.3465 2022/08/02 15:33:53 - mmengine - INFO - Epoch(train) [9][1360/1879] lr: 9.0000e-03 eta: 1 day, 13:29:09 time: 0.2869 data_time: 0.0232 memory: 8198 grad_norm: 5.2692 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3602 loss: 2.3602 2022/08/02 15:33:59 - mmengine - INFO - Epoch(train) [9][1380/1879] lr: 9.0000e-03 eta: 1 day, 13:28:57 time: 0.2794 data_time: 0.0240 memory: 8198 grad_norm: 5.3773 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4918 loss: 2.4918 2022/08/02 15:34:05 - mmengine - INFO - Epoch(train) [9][1400/1879] lr: 9.0000e-03 eta: 1 day, 13:28:54 time: 0.2960 data_time: 0.0251 memory: 8198 grad_norm: 5.2884 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4371 loss: 2.4371 2022/08/02 15:34:10 - mmengine - INFO - Epoch(train) [9][1420/1879] lr: 9.0000e-03 eta: 1 day, 13:28:45 time: 0.2833 data_time: 0.0269 memory: 8198 grad_norm: 5.0956 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3048 loss: 2.3048 2022/08/02 15:34:16 - mmengine - INFO - Epoch(train) [9][1440/1879] lr: 9.0000e-03 eta: 1 day, 13:28:33 time: 0.2795 data_time: 0.0217 memory: 8198 grad_norm: 5.2161 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.4947 loss: 2.4947 2022/08/02 15:34:21 - mmengine - INFO - Epoch(train) [9][1460/1879] lr: 9.0000e-03 eta: 1 day, 13:28:23 time: 0.2838 data_time: 0.0269 memory: 8198 grad_norm: 5.2229 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4191 loss: 2.4191 2022/08/02 15:34:27 - mmengine - INFO - Epoch(train) [9][1480/1879] lr: 9.0000e-03 eta: 1 day, 13:28:16 time: 0.2890 data_time: 0.0212 memory: 8198 grad_norm: 5.1880 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3135 loss: 2.3135 2022/08/02 15:34:33 - mmengine - INFO - Epoch(train) [9][1500/1879] lr: 9.0000e-03 eta: 1 day, 13:28:10 time: 0.2892 data_time: 0.0233 memory: 8198 grad_norm: 5.3030 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2754 loss: 2.2754 2022/08/02 15:34:39 - mmengine - INFO - Epoch(train) [9][1520/1879] lr: 9.0000e-03 eta: 1 day, 13:27:57 time: 0.2776 data_time: 0.0199 memory: 8198 grad_norm: 5.3178 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4249 loss: 2.4249 2022/08/02 15:34:44 - mmengine - INFO - Epoch(train) [9][1540/1879] lr: 9.0000e-03 eta: 1 day, 13:27:48 time: 0.2840 data_time: 0.0250 memory: 8198 grad_norm: 5.3314 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5513 loss: 2.5513 2022/08/02 15:34:50 - mmengine - INFO - Epoch(train) [9][1560/1879] lr: 9.0000e-03 eta: 1 day, 13:27:40 time: 0.2865 data_time: 0.0208 memory: 8198 grad_norm: 5.2656 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4452 loss: 2.4452 2022/08/02 15:34:56 - mmengine - INFO - Epoch(train) [9][1580/1879] lr: 9.0000e-03 eta: 1 day, 13:27:28 time: 0.2796 data_time: 0.0218 memory: 8198 grad_norm: 5.2262 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2367 loss: 2.2367 2022/08/02 15:35:01 - mmengine - INFO - Epoch(train) [9][1600/1879] lr: 9.0000e-03 eta: 1 day, 13:27:18 time: 0.2836 data_time: 0.0253 memory: 8198 grad_norm: 5.3552 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2185 loss: 2.2185 2022/08/02 15:35:07 - mmengine - INFO - Epoch(train) [9][1620/1879] lr: 9.0000e-03 eta: 1 day, 13:27:11 time: 0.2880 data_time: 0.0222 memory: 8198 grad_norm: 5.2402 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.5096 loss: 2.5096 2022/08/02 15:35:13 - mmengine - INFO - Epoch(train) [9][1640/1879] lr: 9.0000e-03 eta: 1 day, 13:27:06 time: 0.2919 data_time: 0.0208 memory: 8198 grad_norm: 5.3543 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3495 loss: 2.3495 2022/08/02 15:35:18 - mmengine - INFO - Epoch(train) [9][1660/1879] lr: 9.0000e-03 eta: 1 day, 13:26:53 time: 0.2774 data_time: 0.0239 memory: 8198 grad_norm: 5.2989 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1599 loss: 2.1599 2022/08/02 15:35:24 - mmengine - INFO - Epoch(train) [9][1680/1879] lr: 9.0000e-03 eta: 1 day, 13:26:44 time: 0.2853 data_time: 0.0270 memory: 8198 grad_norm: 5.3406 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3904 loss: 2.3904 2022/08/02 15:35:30 - mmengine - INFO - Epoch(train) [9][1700/1879] lr: 9.0000e-03 eta: 1 day, 13:26:35 time: 0.2844 data_time: 0.0192 memory: 8198 grad_norm: 5.3715 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4470 loss: 2.4470 2022/08/02 15:35:35 - mmengine - INFO - Epoch(train) [9][1720/1879] lr: 9.0000e-03 eta: 1 day, 13:26:24 time: 0.2794 data_time: 0.0247 memory: 8198 grad_norm: 5.1827 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3455 loss: 2.3455 2022/08/02 15:35:41 - mmengine - INFO - Epoch(train) [9][1740/1879] lr: 9.0000e-03 eta: 1 day, 13:26:16 time: 0.2866 data_time: 0.0274 memory: 8198 grad_norm: 5.2287 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1986 loss: 2.1986 2022/08/02 15:35:47 - mmengine - INFO - Epoch(train) [9][1760/1879] lr: 9.0000e-03 eta: 1 day, 13:26:06 time: 0.2835 data_time: 0.0160 memory: 8198 grad_norm: 5.3155 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4037 loss: 2.4037 2022/08/02 15:35:53 - mmengine - INFO - Epoch(train) [9][1780/1879] lr: 9.0000e-03 eta: 1 day, 13:26:03 time: 0.2947 data_time: 0.0226 memory: 8198 grad_norm: 5.2987 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4597 loss: 2.4597 2022/08/02 15:35:58 - mmengine - INFO - Epoch(train) [9][1800/1879] lr: 9.0000e-03 eta: 1 day, 13:25:50 time: 0.2779 data_time: 0.0204 memory: 8198 grad_norm: 5.2881 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.2227 loss: 2.2227 2022/08/02 15:36:04 - mmengine - INFO - Epoch(train) [9][1820/1879] lr: 9.0000e-03 eta: 1 day, 13:25:39 time: 0.2812 data_time: 0.0258 memory: 8198 grad_norm: 5.2241 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3497 loss: 2.3497 2022/08/02 15:36:10 - mmengine - INFO - Epoch(train) [9][1840/1879] lr: 9.0000e-03 eta: 1 day, 13:25:28 time: 0.2805 data_time: 0.0270 memory: 8198 grad_norm: 5.3428 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2820 loss: 2.2820 2022/08/02 15:36:15 - mmengine - INFO - Epoch(train) [9][1860/1879] lr: 9.0000e-03 eta: 1 day, 13:25:18 time: 0.2826 data_time: 0.0223 memory: 8198 grad_norm: 5.2664 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.3551 loss: 2.3551 2022/08/02 15:36:20 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:36:20 - mmengine - INFO - Epoch(train) [9][1879/1879] lr: 9.0000e-03 eta: 1 day, 13:25:18 time: 0.2597 data_time: 0.0176 memory: 8198 grad_norm: 5.2655 top1_acc: 0.2857 top5_acc: 0.5714 loss_cls: 2.3945 loss: 2.3945 2022/08/02 15:36:28 - mmengine - INFO - Epoch(train) [10][20/1879] lr: 1.0000e-02 eta: 1 day, 13:23:44 time: 0.4158 data_time: 0.1228 memory: 8198 grad_norm: 5.0772 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3637 loss: 2.3637 2022/08/02 15:36:34 - mmengine - INFO - Epoch(train) [10][40/1879] lr: 1.0000e-02 eta: 1 day, 13:23:43 time: 0.2989 data_time: 0.0265 memory: 8198 grad_norm: 5.2699 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4412 loss: 2.4412 2022/08/02 15:36:40 - mmengine - INFO - Epoch(train) [10][60/1879] lr: 1.0000e-02 eta: 1 day, 13:23:38 time: 0.2909 data_time: 0.0229 memory: 8198 grad_norm: 5.1697 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2595 loss: 2.2595 2022/08/02 15:36:46 - mmengine - INFO - Epoch(train) [10][80/1879] lr: 1.0000e-02 eta: 1 day, 13:23:27 time: 0.2812 data_time: 0.0240 memory: 8198 grad_norm: 5.2052 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4171 loss: 2.4171 2022/08/02 15:36:49 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:36:52 - mmengine - INFO - Epoch(train) [10][100/1879] lr: 1.0000e-02 eta: 1 day, 13:23:19 time: 0.2855 data_time: 0.0242 memory: 8198 grad_norm: 5.3642 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2964 loss: 2.2964 2022/08/02 15:36:57 - mmengine - INFO - Epoch(train) [10][120/1879] lr: 1.0000e-02 eta: 1 day, 13:23:08 time: 0.2809 data_time: 0.0229 memory: 8198 grad_norm: 5.2669 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2150 loss: 2.2150 2022/08/02 15:37:03 - mmengine - INFO - Epoch(train) [10][140/1879] lr: 1.0000e-02 eta: 1 day, 13:23:03 time: 0.2911 data_time: 0.0214 memory: 8198 grad_norm: 5.2253 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5015 loss: 2.5015 2022/08/02 15:37:09 - mmengine - INFO - Epoch(train) [10][160/1879] lr: 1.0000e-02 eta: 1 day, 13:22:55 time: 0.2866 data_time: 0.0280 memory: 8198 grad_norm: 5.3175 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3228 loss: 2.3228 2022/08/02 15:37:15 - mmengine - INFO - Epoch(train) [10][180/1879] lr: 1.0000e-02 eta: 1 day, 13:22:47 time: 0.2859 data_time: 0.0251 memory: 8198 grad_norm: 5.3215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2441 loss: 2.2441 2022/08/02 15:37:21 - mmengine - INFO - Epoch(train) [10][200/1879] lr: 1.0000e-02 eta: 1 day, 13:22:53 time: 0.3108 data_time: 0.0247 memory: 8198 grad_norm: 5.2434 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.4771 loss: 2.4771 2022/08/02 15:37:26 - mmengine - INFO - Epoch(train) [10][220/1879] lr: 1.0000e-02 eta: 1 day, 13:22:39 time: 0.2744 data_time: 0.0202 memory: 8198 grad_norm: 5.2304 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5451 loss: 2.5451 2022/08/02 15:37:32 - mmengine - INFO - Epoch(train) [10][240/1879] lr: 1.0000e-02 eta: 1 day, 13:22:27 time: 0.2787 data_time: 0.0235 memory: 8198 grad_norm: 5.1986 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2645 loss: 2.2645 2022/08/02 15:37:37 - mmengine - INFO - Epoch(train) [10][260/1879] lr: 1.0000e-02 eta: 1 day, 13:22:15 time: 0.2785 data_time: 0.0209 memory: 8198 grad_norm: 5.2648 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 2.1278 loss: 2.1278 2022/08/02 15:37:43 - mmengine - INFO - Epoch(train) [10][280/1879] lr: 1.0000e-02 eta: 1 day, 13:22:08 time: 0.2881 data_time: 0.0232 memory: 8198 grad_norm: 5.2241 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4897 loss: 2.4897 2022/08/02 15:37:49 - mmengine - INFO - Epoch(train) [10][300/1879] lr: 1.0000e-02 eta: 1 day, 13:21:57 time: 0.2805 data_time: 0.0244 memory: 8198 grad_norm: 5.1232 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4705 loss: 2.4705 2022/08/02 15:37:54 - mmengine - INFO - Epoch(train) [10][320/1879] lr: 1.0000e-02 eta: 1 day, 13:21:47 time: 0.2828 data_time: 0.0230 memory: 8198 grad_norm: 5.1902 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.5306 loss: 2.5306 2022/08/02 15:38:00 - mmengine - INFO - Epoch(train) [10][340/1879] lr: 1.0000e-02 eta: 1 day, 13:21:39 time: 0.2859 data_time: 0.0233 memory: 8198 grad_norm: 5.1632 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.2701 loss: 2.2701 2022/08/02 15:38:06 - mmengine - INFO - Epoch(train) [10][360/1879] lr: 1.0000e-02 eta: 1 day, 13:21:27 time: 0.2785 data_time: 0.0202 memory: 8198 grad_norm: 5.1450 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.3353 loss: 2.3353 2022/08/02 15:38:12 - mmengine - INFO - Epoch(train) [10][380/1879] lr: 1.0000e-02 eta: 1 day, 13:21:24 time: 0.2951 data_time: 0.0315 memory: 8198 grad_norm: 5.2311 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.2812 loss: 2.2812 2022/08/02 15:38:17 - mmengine - INFO - Epoch(train) [10][400/1879] lr: 1.0000e-02 eta: 1 day, 13:21:12 time: 0.2793 data_time: 0.0214 memory: 8198 grad_norm: 5.2527 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.5194 loss: 2.5194 2022/08/02 15:38:23 - mmengine - INFO - Epoch(train) [10][420/1879] lr: 1.0000e-02 eta: 1 day, 13:21:07 time: 0.2900 data_time: 0.0196 memory: 8198 grad_norm: 5.1598 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2408 loss: 2.2408 2022/08/02 15:38:29 - mmengine - INFO - Epoch(train) [10][440/1879] lr: 1.0000e-02 eta: 1 day, 13:20:56 time: 0.2810 data_time: 0.0241 memory: 8198 grad_norm: 5.2071 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6549 loss: 2.6549 2022/08/02 15:38:34 - mmengine - INFO - Epoch(train) [10][460/1879] lr: 1.0000e-02 eta: 1 day, 13:20:46 time: 0.2812 data_time: 0.0237 memory: 8198 grad_norm: 5.2233 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4354 loss: 2.4354 2022/08/02 15:38:40 - mmengine - INFO - Epoch(train) [10][480/1879] lr: 1.0000e-02 eta: 1 day, 13:20:39 time: 0.2890 data_time: 0.0257 memory: 8198 grad_norm: 5.0957 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.2223 loss: 2.2223 2022/08/02 15:38:46 - mmengine - INFO - Epoch(train) [10][500/1879] lr: 1.0000e-02 eta: 1 day, 13:20:28 time: 0.2797 data_time: 0.0239 memory: 8198 grad_norm: 5.3502 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.2919 loss: 2.2919 2022/08/02 15:38:51 - mmengine - INFO - Epoch(train) [10][520/1879] lr: 1.0000e-02 eta: 1 day, 13:20:18 time: 0.2815 data_time: 0.0217 memory: 8198 grad_norm: 5.2295 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.3932 loss: 2.3932 2022/08/02 15:38:57 - mmengine - INFO - Epoch(train) [10][540/1879] lr: 1.0000e-02 eta: 1 day, 13:20:07 time: 0.2805 data_time: 0.0203 memory: 8198 grad_norm: 5.2249 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.6000 loss: 2.6000 2022/08/02 15:39:03 - mmengine - INFO - Epoch(train) [10][560/1879] lr: 1.0000e-02 eta: 1 day, 13:20:00 time: 0.2888 data_time: 0.0273 memory: 8198 grad_norm: 5.1080 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4409 loss: 2.4409 2022/08/02 15:39:08 - mmengine - INFO - Epoch(train) [10][580/1879] lr: 1.0000e-02 eta: 1 day, 13:19:49 time: 0.2785 data_time: 0.0241 memory: 8198 grad_norm: 5.1122 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3367 loss: 2.3367 2022/08/02 15:39:14 - mmengine - INFO - Epoch(train) [10][600/1879] lr: 1.0000e-02 eta: 1 day, 13:19:36 time: 0.2776 data_time: 0.0203 memory: 8198 grad_norm: 5.1196 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3979 loss: 2.3979 2022/08/02 15:39:19 - mmengine - INFO - Epoch(train) [10][620/1879] lr: 1.0000e-02 eta: 1 day, 13:19:24 time: 0.2778 data_time: 0.0205 memory: 8198 grad_norm: 5.2813 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4021 loss: 2.4021 2022/08/02 15:39:25 - mmengine - INFO - Epoch(train) [10][640/1879] lr: 1.0000e-02 eta: 1 day, 13:19:16 time: 0.2860 data_time: 0.0299 memory: 8198 grad_norm: 5.1764 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.4134 loss: 2.4134 2022/08/02 15:39:31 - mmengine - INFO - Epoch(train) [10][660/1879] lr: 1.0000e-02 eta: 1 day, 13:19:07 time: 0.2827 data_time: 0.0247 memory: 8198 grad_norm: 5.1080 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4517 loss: 2.4517 2022/08/02 15:39:37 - mmengine - INFO - Epoch(train) [10][680/1879] lr: 1.0000e-02 eta: 1 day, 13:19:02 time: 0.2920 data_time: 0.0341 memory: 8198 grad_norm: 4.9874 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.4495 loss: 2.4495 2022/08/02 15:39:42 - mmengine - INFO - Epoch(train) [10][700/1879] lr: 1.0000e-02 eta: 1 day, 13:18:57 time: 0.2917 data_time: 0.0201 memory: 8198 grad_norm: 5.1404 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3996 loss: 2.3996 2022/08/02 15:39:48 - mmengine - INFO - Epoch(train) [10][720/1879] lr: 1.0000e-02 eta: 1 day, 13:18:58 time: 0.3028 data_time: 0.0399 memory: 8198 grad_norm: 5.1808 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4258 loss: 2.4258 2022/08/02 15:39:54 - mmengine - INFO - Epoch(train) [10][740/1879] lr: 1.0000e-02 eta: 1 day, 13:18:48 time: 0.2819 data_time: 0.0196 memory: 8198 grad_norm: 5.2523 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2761 loss: 2.2761 2022/08/02 15:40:00 - mmengine - INFO - Epoch(train) [10][760/1879] lr: 1.0000e-02 eta: 1 day, 13:18:39 time: 0.2835 data_time: 0.0178 memory: 8198 grad_norm: 5.2065 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3146 loss: 2.3146 2022/08/02 15:40:06 - mmengine - INFO - Epoch(train) [10][780/1879] lr: 1.0000e-02 eta: 1 day, 13:18:33 time: 0.2903 data_time: 0.0270 memory: 8198 grad_norm: 5.1490 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1049 loss: 2.1049 2022/08/02 15:40:11 - mmengine - INFO - Epoch(train) [10][800/1879] lr: 1.0000e-02 eta: 1 day, 13:18:23 time: 0.2809 data_time: 0.0212 memory: 8198 grad_norm: 5.2087 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2951 loss: 2.2951 2022/08/02 15:40:17 - mmengine - INFO - Epoch(train) [10][820/1879] lr: 1.0000e-02 eta: 1 day, 13:18:12 time: 0.2800 data_time: 0.0229 memory: 8198 grad_norm: 5.1747 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3758 loss: 2.3758 2022/08/02 15:40:22 - mmengine - INFO - Epoch(train) [10][840/1879] lr: 1.0000e-02 eta: 1 day, 13:18:03 time: 0.2833 data_time: 0.0256 memory: 8198 grad_norm: 5.1757 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.4199 loss: 2.4199 2022/08/02 15:40:28 - mmengine - INFO - Epoch(train) [10][860/1879] lr: 1.0000e-02 eta: 1 day, 13:17:52 time: 0.2807 data_time: 0.0208 memory: 8198 grad_norm: 5.1622 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3373 loss: 2.3373 2022/08/02 15:40:34 - mmengine - INFO - Epoch(train) [10][880/1879] lr: 1.0000e-02 eta: 1 day, 13:17:44 time: 0.2849 data_time: 0.0229 memory: 8198 grad_norm: 5.1703 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3784 loss: 2.3784 2022/08/02 15:40:39 - mmengine - INFO - Epoch(train) [10][900/1879] lr: 1.0000e-02 eta: 1 day, 13:17:34 time: 0.2831 data_time: 0.0275 memory: 8198 grad_norm: 5.0994 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1453 loss: 2.1453 2022/08/02 15:40:45 - mmengine - INFO - Epoch(train) [10][920/1879] lr: 1.0000e-02 eta: 1 day, 13:17:23 time: 0.2798 data_time: 0.0238 memory: 8198 grad_norm: 5.1681 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.3310 loss: 2.3310 2022/08/02 15:40:51 - mmengine - INFO - Epoch(train) [10][940/1879] lr: 1.0000e-02 eta: 1 day, 13:17:10 time: 0.2762 data_time: 0.0192 memory: 8198 grad_norm: 5.1742 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2154 loss: 2.2154 2022/08/02 15:40:56 - mmengine - INFO - Epoch(train) [10][960/1879] lr: 1.0000e-02 eta: 1 day, 13:17:01 time: 0.2834 data_time: 0.0253 memory: 8198 grad_norm: 5.2319 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 2.3443 loss: 2.3443 2022/08/02 15:41:02 - mmengine - INFO - Epoch(train) [10][980/1879] lr: 1.0000e-02 eta: 1 day, 13:16:54 time: 0.2874 data_time: 0.0274 memory: 8198 grad_norm: 5.1269 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2702 loss: 2.2702 2022/08/02 15:41:08 - mmengine - INFO - Epoch(train) [10][1000/1879] lr: 1.0000e-02 eta: 1 day, 13:17:04 time: 0.3204 data_time: 0.0222 memory: 8198 grad_norm: 5.2562 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1465 loss: 2.1465 2022/08/02 15:41:14 - mmengine - INFO - Epoch(train) [10][1020/1879] lr: 1.0000e-02 eta: 1 day, 13:16:55 time: 0.2835 data_time: 0.0181 memory: 8198 grad_norm: 5.2896 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3676 loss: 2.3676 2022/08/02 15:41:20 - mmengine - INFO - Epoch(train) [10][1040/1879] lr: 1.0000e-02 eta: 1 day, 13:16:55 time: 0.3010 data_time: 0.0271 memory: 8198 grad_norm: 5.3122 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0718 loss: 2.0718 2022/08/02 15:41:26 - mmengine - INFO - Epoch(train) [10][1060/1879] lr: 1.0000e-02 eta: 1 day, 13:16:42 time: 0.2761 data_time: 0.0214 memory: 8198 grad_norm: 5.2241 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.3389 loss: 2.3389 2022/08/02 15:41:31 - mmengine - INFO - Epoch(train) [10][1080/1879] lr: 1.0000e-02 eta: 1 day, 13:16:32 time: 0.2810 data_time: 0.0237 memory: 8198 grad_norm: 5.0936 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1850 loss: 2.1850 2022/08/02 15:41:34 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:41:37 - mmengine - INFO - Epoch(train) [10][1100/1879] lr: 1.0000e-02 eta: 1 day, 13:16:23 time: 0.2833 data_time: 0.0277 memory: 8198 grad_norm: 5.1444 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.2751 loss: 2.2751 2022/08/02 15:41:43 - mmengine - INFO - Epoch(train) [10][1120/1879] lr: 1.0000e-02 eta: 1 day, 13:16:20 time: 0.2961 data_time: 0.0204 memory: 8198 grad_norm: 5.2234 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5689 loss: 2.5689 2022/08/02 15:41:48 - mmengine - INFO - Epoch(train) [10][1140/1879] lr: 1.0000e-02 eta: 1 day, 13:16:11 time: 0.2822 data_time: 0.0200 memory: 8198 grad_norm: 5.2734 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2931 loss: 2.2931 2022/08/02 15:41:54 - mmengine - INFO - Epoch(train) [10][1160/1879] lr: 1.0000e-02 eta: 1 day, 13:16:04 time: 0.2877 data_time: 0.0237 memory: 8198 grad_norm: 5.0124 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2202 loss: 2.2202 2022/08/02 15:42:00 - mmengine - INFO - Epoch(train) [10][1180/1879] lr: 1.0000e-02 eta: 1 day, 13:15:56 time: 0.2865 data_time: 0.0230 memory: 8198 grad_norm: 5.0676 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3356 loss: 2.3356 2022/08/02 15:42:06 - mmengine - INFO - Epoch(train) [10][1200/1879] lr: 1.0000e-02 eta: 1 day, 13:15:45 time: 0.2799 data_time: 0.0269 memory: 8198 grad_norm: 5.1031 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.5064 loss: 2.5064 2022/08/02 15:42:11 - mmengine - INFO - Epoch(train) [10][1220/1879] lr: 1.0000e-02 eta: 1 day, 13:15:36 time: 0.2831 data_time: 0.0255 memory: 8198 grad_norm: 5.0900 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.5701 loss: 2.5701 2022/08/02 15:42:17 - mmengine - INFO - Epoch(train) [10][1240/1879] lr: 1.0000e-02 eta: 1 day, 13:15:27 time: 0.2835 data_time: 0.0247 memory: 8198 grad_norm: 5.1616 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4380 loss: 2.4380 2022/08/02 15:42:23 - mmengine - INFO - Epoch(train) [10][1260/1879] lr: 1.0000e-02 eta: 1 day, 13:15:19 time: 0.2850 data_time: 0.0225 memory: 8198 grad_norm: 5.1526 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.3283 loss: 2.3283 2022/08/02 15:42:28 - mmengine - INFO - Epoch(train) [10][1280/1879] lr: 1.0000e-02 eta: 1 day, 13:15:09 time: 0.2807 data_time: 0.0290 memory: 8198 grad_norm: 5.1300 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3971 loss: 2.3971 2022/08/02 15:42:34 - mmengine - INFO - Epoch(train) [10][1300/1879] lr: 1.0000e-02 eta: 1 day, 13:14:58 time: 0.2811 data_time: 0.0241 memory: 8198 grad_norm: 5.1542 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.4017 loss: 2.4017 2022/08/02 15:42:40 - mmengine - INFO - Epoch(train) [10][1320/1879] lr: 1.0000e-02 eta: 1 day, 13:15:13 time: 0.3296 data_time: 0.0250 memory: 8198 grad_norm: 5.1501 top1_acc: 0.2500 top5_acc: 0.8125 loss_cls: 2.2857 loss: 2.2857 2022/08/02 15:42:46 - mmengine - INFO - Epoch(train) [10][1340/1879] lr: 1.0000e-02 eta: 1 day, 13:15:01 time: 0.2778 data_time: 0.0184 memory: 8198 grad_norm: 4.9787 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3826 loss: 2.3826 2022/08/02 15:42:52 - mmengine - INFO - Epoch(train) [10][1360/1879] lr: 1.0000e-02 eta: 1 day, 13:14:50 time: 0.2795 data_time: 0.0202 memory: 8198 grad_norm: 5.0576 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.1919 loss: 2.1919 2022/08/02 15:42:57 - mmengine - INFO - Epoch(train) [10][1380/1879] lr: 1.0000e-02 eta: 1 day, 13:14:41 time: 0.2831 data_time: 0.0212 memory: 8198 grad_norm: 5.1840 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3638 loss: 2.3638 2022/08/02 15:43:03 - mmengine - INFO - Epoch(train) [10][1400/1879] lr: 1.0000e-02 eta: 1 day, 13:14:35 time: 0.2888 data_time: 0.0229 memory: 8198 grad_norm: 5.0455 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2565 loss: 2.2565 2022/08/02 15:43:09 - mmengine - INFO - Epoch(train) [10][1420/1879] lr: 1.0000e-02 eta: 1 day, 13:14:23 time: 0.2782 data_time: 0.0217 memory: 8198 grad_norm: 5.1107 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4664 loss: 2.4664 2022/08/02 15:43:14 - mmengine - INFO - Epoch(train) [10][1440/1879] lr: 1.0000e-02 eta: 1 day, 13:14:14 time: 0.2835 data_time: 0.0240 memory: 8198 grad_norm: 5.0935 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.3937 loss: 2.3937 2022/08/02 15:43:20 - mmengine - INFO - Epoch(train) [10][1460/1879] lr: 1.0000e-02 eta: 1 day, 13:14:04 time: 0.2823 data_time: 0.0216 memory: 8198 grad_norm: 5.1160 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0488 loss: 2.0488 2022/08/02 15:43:26 - mmengine - INFO - Epoch(train) [10][1480/1879] lr: 1.0000e-02 eta: 1 day, 13:13:59 time: 0.2903 data_time: 0.0258 memory: 8198 grad_norm: 5.2045 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3248 loss: 2.3248 2022/08/02 15:43:31 - mmengine - INFO - Epoch(train) [10][1500/1879] lr: 1.0000e-02 eta: 1 day, 13:13:48 time: 0.2785 data_time: 0.0215 memory: 8198 grad_norm: 5.1403 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3199 loss: 2.3199 2022/08/02 15:43:37 - mmengine - INFO - Epoch(train) [10][1520/1879] lr: 1.0000e-02 eta: 1 day, 13:13:38 time: 0.2826 data_time: 0.0228 memory: 8198 grad_norm: 5.1115 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.4195 loss: 2.4195 2022/08/02 15:43:43 - mmengine - INFO - Epoch(train) [10][1540/1879] lr: 1.0000e-02 eta: 1 day, 13:13:33 time: 0.2904 data_time: 0.0228 memory: 8198 grad_norm: 5.0250 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2149 loss: 2.2149 2022/08/02 15:43:48 - mmengine - INFO - Epoch(train) [10][1560/1879] lr: 1.0000e-02 eta: 1 day, 13:13:21 time: 0.2775 data_time: 0.0219 memory: 8198 grad_norm: 5.0356 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2459 loss: 2.2459 2022/08/02 15:43:57 - mmengine - INFO - Epoch(train) [10][1580/1879] lr: 1.0000e-02 eta: 1 day, 13:14:23 time: 0.4252 data_time: 0.0225 memory: 8198 grad_norm: 5.0955 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3523 loss: 2.3523 2022/08/02 15:44:02 - mmengine - INFO - Epoch(train) [10][1600/1879] lr: 1.0000e-02 eta: 1 day, 13:14:12 time: 0.2790 data_time: 0.0196 memory: 8198 grad_norm: 5.0979 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.5310 loss: 2.5310 2022/08/02 15:44:08 - mmengine - INFO - Epoch(train) [10][1620/1879] lr: 1.0000e-02 eta: 1 day, 13:14:01 time: 0.2797 data_time: 0.0263 memory: 8198 grad_norm: 5.0701 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.4386 loss: 2.4386 2022/08/02 15:44:14 - mmengine - INFO - Epoch(train) [10][1640/1879] lr: 1.0000e-02 eta: 1 day, 13:13:52 time: 0.2839 data_time: 0.0182 memory: 8198 grad_norm: 5.0156 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1936 loss: 2.1936 2022/08/02 15:44:19 - mmengine - INFO - Epoch(train) [10][1660/1879] lr: 1.0000e-02 eta: 1 day, 13:13:43 time: 0.2843 data_time: 0.0228 memory: 8198 grad_norm: 5.1142 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4258 loss: 2.4258 2022/08/02 15:44:27 - mmengine - INFO - Epoch(train) [10][1680/1879] lr: 1.0000e-02 eta: 1 day, 13:14:15 time: 0.3650 data_time: 0.0826 memory: 8198 grad_norm: 5.0976 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4005 loss: 2.4005 2022/08/02 15:44:32 - mmengine - INFO - Epoch(train) [10][1700/1879] lr: 1.0000e-02 eta: 1 day, 13:14:03 time: 0.2783 data_time: 0.0200 memory: 8198 grad_norm: 5.1326 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.4161 loss: 2.4161 2022/08/02 15:44:39 - mmengine - INFO - Epoch(train) [10][1720/1879] lr: 1.0000e-02 eta: 1 day, 13:14:31 time: 0.3581 data_time: 0.1061 memory: 8198 grad_norm: 5.1021 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.2849 loss: 2.2849 2022/08/02 15:44:45 - mmengine - INFO - Epoch(train) [10][1740/1879] lr: 1.0000e-02 eta: 1 day, 13:14:27 time: 0.2930 data_time: 0.0211 memory: 8198 grad_norm: 4.9591 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.4292 loss: 2.4292 2022/08/02 15:44:51 - mmengine - INFO - Epoch(train) [10][1760/1879] lr: 1.0000e-02 eta: 1 day, 13:14:18 time: 0.2839 data_time: 0.0279 memory: 8198 grad_norm: 5.2433 top1_acc: 0.1875 top5_acc: 0.5000 loss_cls: 2.2999 loss: 2.2999 2022/08/02 15:44:57 - mmengine - INFO - Epoch(train) [10][1780/1879] lr: 1.0000e-02 eta: 1 day, 13:14:07 time: 0.2792 data_time: 0.0250 memory: 8198 grad_norm: 5.1453 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1319 loss: 2.1319 2022/08/02 15:45:02 - mmengine - INFO - Epoch(train) [10][1800/1879] lr: 1.0000e-02 eta: 1 day, 13:13:58 time: 0.2835 data_time: 0.0243 memory: 8198 grad_norm: 5.1985 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3703 loss: 2.3703 2022/08/02 15:45:08 - mmengine - INFO - Epoch(train) [10][1820/1879] lr: 1.0000e-02 eta: 1 day, 13:13:48 time: 0.2806 data_time: 0.0192 memory: 8198 grad_norm: 5.1429 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.5245 loss: 2.5245 2022/08/02 15:45:13 - mmengine - INFO - Epoch(train) [10][1840/1879] lr: 1.0000e-02 eta: 1 day, 13:13:39 time: 0.2842 data_time: 0.0197 memory: 8198 grad_norm: 5.1896 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2454 loss: 2.2454 2022/08/02 15:45:19 - mmengine - INFO - Epoch(train) [10][1860/1879] lr: 1.0000e-02 eta: 1 day, 13:13:28 time: 0.2780 data_time: 0.0220 memory: 8198 grad_norm: 5.0950 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3718 loss: 2.3718 2022/08/02 15:45:24 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:45:25 - mmengine - INFO - Epoch(train) [10][1879/1879] lr: 1.0000e-02 eta: 1 day, 13:13:28 time: 0.2677 data_time: 0.0181 memory: 8198 grad_norm: 5.2425 top1_acc: 0.4286 top5_acc: 0.7143 loss_cls: 2.4344 loss: 2.4344 2022/08/02 15:45:31 - mmengine - INFO - Epoch(val) [10][20/155] eta: 0:00:45 time: 0.3401 data_time: 0.2532 memory: 1514 2022/08/02 15:45:36 - mmengine - INFO - Epoch(val) [10][40/155] eta: 0:00:27 time: 0.2420 data_time: 0.1573 memory: 1514 2022/08/02 15:45:42 - mmengine - INFO - Epoch(val) [10][60/155] eta: 0:00:29 time: 0.3060 data_time: 0.2188 memory: 1514 2022/08/02 15:45:47 - mmengine - INFO - Epoch(val) [10][80/155] eta: 0:00:16 time: 0.2262 data_time: 0.1400 memory: 1514 2022/08/02 15:45:53 - mmengine - INFO - Epoch(val) [10][100/155] eta: 0:00:17 time: 0.3152 data_time: 0.2288 memory: 1514 2022/08/02 15:45:58 - mmengine - INFO - Epoch(val) [10][120/155] eta: 0:00:07 time: 0.2262 data_time: 0.1402 memory: 1514 2022/08/02 15:46:04 - mmengine - INFO - Epoch(val) [10][140/155] eta: 0:00:04 time: 0.2945 data_time: 0.2101 memory: 1514 2022/08/02 15:46:08 - mmengine - INFO - Epoch(val) [10][155/155] acc/top1: 0.5543 acc/top5: 0.7983 acc/mean1: 0.5542 2022/08/02 15:46:08 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb/best_acc/top1_epoch_6.pth is removed 2022/08/02 15:46:10 - mmengine - INFO - The best checkpoint with 0.5543 acc/top1 at 11 epoch is saved to best_acc/top1_epoch_11.pth. 2022/08/02 15:46:17 - mmengine - INFO - Epoch(train) [11][20/1879] lr: 1.0000e-02 eta: 1 day, 13:11:46 time: 0.3822 data_time: 0.1236 memory: 8198 grad_norm: 5.0977 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5416 loss: 2.5416 2022/08/02 15:46:23 - mmengine - INFO - Epoch(train) [11][40/1879] lr: 1.0000e-02 eta: 1 day, 13:11:40 time: 0.2894 data_time: 0.0218 memory: 8198 grad_norm: 5.0540 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.4560 loss: 2.4560 2022/08/02 15:46:29 - mmengine - INFO - Epoch(train) [11][60/1879] lr: 1.0000e-02 eta: 1 day, 13:11:30 time: 0.2811 data_time: 0.0255 memory: 8198 grad_norm: 5.0910 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3190 loss: 2.3190 2022/08/02 15:46:34 - mmengine - INFO - Epoch(train) [11][80/1879] lr: 1.0000e-02 eta: 1 day, 13:11:22 time: 0.2837 data_time: 0.0257 memory: 8198 grad_norm: 5.0935 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2784 loss: 2.2784 2022/08/02 15:46:40 - mmengine - INFO - Epoch(train) [11][100/1879] lr: 1.0000e-02 eta: 1 day, 13:11:12 time: 0.2807 data_time: 0.0222 memory: 8198 grad_norm: 5.0582 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3292 loss: 2.3292 2022/08/02 15:46:46 - mmengine - INFO - Epoch(train) [11][120/1879] lr: 1.0000e-02 eta: 1 day, 13:11:07 time: 0.2927 data_time: 0.0265 memory: 8198 grad_norm: 5.0970 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2616 loss: 2.2616 2022/08/02 15:46:51 - mmengine - INFO - Epoch(train) [11][140/1879] lr: 1.0000e-02 eta: 1 day, 13:10:58 time: 0.2832 data_time: 0.0223 memory: 8198 grad_norm: 4.9760 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9824 loss: 1.9824 2022/08/02 15:46:57 - mmengine - INFO - Epoch(train) [11][160/1879] lr: 1.0000e-02 eta: 1 day, 13:10:49 time: 0.2827 data_time: 0.0252 memory: 8198 grad_norm: 5.0896 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4898 loss: 2.4898 2022/08/02 15:47:03 - mmengine - INFO - Epoch(train) [11][180/1879] lr: 1.0000e-02 eta: 1 day, 13:10:40 time: 0.2833 data_time: 0.0243 memory: 8198 grad_norm: 4.9785 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2026 loss: 2.2026 2022/08/02 15:47:09 - mmengine - INFO - Epoch(train) [11][200/1879] lr: 1.0000e-02 eta: 1 day, 13:10:35 time: 0.2912 data_time: 0.0225 memory: 8198 grad_norm: 5.0475 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3489 loss: 2.3489 2022/08/02 15:47:11 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:47:14 - mmengine - INFO - Epoch(train) [11][220/1879] lr: 1.0000e-02 eta: 1 day, 13:10:24 time: 0.2793 data_time: 0.0245 memory: 8198 grad_norm: 5.1327 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1268 loss: 2.1268 2022/08/02 15:47:20 - mmengine - INFO - Epoch(train) [11][240/1879] lr: 1.0000e-02 eta: 1 day, 13:10:15 time: 0.2822 data_time: 0.0227 memory: 8198 grad_norm: 5.1399 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1509 loss: 2.1509 2022/08/02 15:47:26 - mmengine - INFO - Epoch(train) [11][260/1879] lr: 1.0000e-02 eta: 1 day, 13:10:06 time: 0.2838 data_time: 0.0257 memory: 8198 grad_norm: 5.2214 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2710 loss: 2.2710 2022/08/02 15:47:31 - mmengine - INFO - Epoch(train) [11][280/1879] lr: 1.0000e-02 eta: 1 day, 13:09:55 time: 0.2784 data_time: 0.0212 memory: 8198 grad_norm: 5.1138 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5163 loss: 2.5163 2022/08/02 15:47:37 - mmengine - INFO - Epoch(train) [11][300/1879] lr: 1.0000e-02 eta: 1 day, 13:09:45 time: 0.2810 data_time: 0.0263 memory: 8198 grad_norm: 5.0828 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.5032 loss: 2.5032 2022/08/02 15:47:42 - mmengine - INFO - Epoch(train) [11][320/1879] lr: 1.0000e-02 eta: 1 day, 13:09:37 time: 0.2858 data_time: 0.0239 memory: 8198 grad_norm: 5.0848 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.3369 loss: 2.3369 2022/08/02 15:47:48 - mmengine - INFO - Epoch(train) [11][340/1879] lr: 1.0000e-02 eta: 1 day, 13:09:27 time: 0.2809 data_time: 0.0260 memory: 8198 grad_norm: 5.1598 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2206 loss: 2.2206 2022/08/02 15:47:54 - mmengine - INFO - Epoch(train) [11][360/1879] lr: 1.0000e-02 eta: 1 day, 13:09:18 time: 0.2818 data_time: 0.0225 memory: 8198 grad_norm: 5.1461 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2390 loss: 2.2390 2022/08/02 15:47:59 - mmengine - INFO - Epoch(train) [11][380/1879] lr: 1.0000e-02 eta: 1 day, 13:09:06 time: 0.2776 data_time: 0.0225 memory: 8198 grad_norm: 5.2375 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2961 loss: 2.2961 2022/08/02 15:48:05 - mmengine - INFO - Epoch(train) [11][400/1879] lr: 1.0000e-02 eta: 1 day, 13:08:58 time: 0.2843 data_time: 0.0246 memory: 8198 grad_norm: 5.1696 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3409 loss: 2.3409 2022/08/02 15:48:11 - mmengine - INFO - Epoch(train) [11][420/1879] lr: 1.0000e-02 eta: 1 day, 13:08:49 time: 0.2835 data_time: 0.0252 memory: 8198 grad_norm: 4.9963 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.2964 loss: 2.2964 2022/08/02 15:48:16 - mmengine - INFO - Epoch(train) [11][440/1879] lr: 1.0000e-02 eta: 1 day, 13:08:39 time: 0.2810 data_time: 0.0199 memory: 8198 grad_norm: 5.1189 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2252 loss: 2.2252 2022/08/02 15:48:22 - mmengine - INFO - Epoch(train) [11][460/1879] lr: 1.0000e-02 eta: 1 day, 13:08:31 time: 0.2847 data_time: 0.0244 memory: 8198 grad_norm: 5.0821 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3358 loss: 2.3358 2022/08/02 15:48:28 - mmengine - INFO - Epoch(train) [11][480/1879] lr: 1.0000e-02 eta: 1 day, 13:08:20 time: 0.2788 data_time: 0.0202 memory: 8198 grad_norm: 4.9696 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1787 loss: 2.1787 2022/08/02 15:48:33 - mmengine - INFO - Epoch(train) [11][500/1879] lr: 1.0000e-02 eta: 1 day, 13:08:11 time: 0.2827 data_time: 0.0274 memory: 8198 grad_norm: 5.1258 top1_acc: 0.2500 top5_acc: 0.8125 loss_cls: 2.4329 loss: 2.4329 2022/08/02 15:48:39 - mmengine - INFO - Epoch(train) [11][520/1879] lr: 1.0000e-02 eta: 1 day, 13:08:02 time: 0.2829 data_time: 0.0216 memory: 8198 grad_norm: 5.0457 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3986 loss: 2.3986 2022/08/02 15:48:45 - mmengine - INFO - Epoch(train) [11][540/1879] lr: 1.0000e-02 eta: 1 day, 13:07:59 time: 0.2958 data_time: 0.0217 memory: 8198 grad_norm: 5.1091 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2267 loss: 2.2267 2022/08/02 15:48:51 - mmengine - INFO - Epoch(train) [11][560/1879] lr: 1.0000e-02 eta: 1 day, 13:07:54 time: 0.2912 data_time: 0.0279 memory: 8198 grad_norm: 5.0829 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1582 loss: 2.1582 2022/08/02 15:48:56 - mmengine - INFO - Epoch(train) [11][580/1879] lr: 1.0000e-02 eta: 1 day, 13:07:46 time: 0.2846 data_time: 0.0232 memory: 8198 grad_norm: 5.1923 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.3682 loss: 2.3682 2022/08/02 15:49:02 - mmengine - INFO - Epoch(train) [11][600/1879] lr: 1.0000e-02 eta: 1 day, 13:07:38 time: 0.2844 data_time: 0.0174 memory: 8198 grad_norm: 5.0061 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3706 loss: 2.3706 2022/08/02 15:49:08 - mmengine - INFO - Epoch(train) [11][620/1879] lr: 1.0000e-02 eta: 1 day, 13:07:29 time: 0.2823 data_time: 0.0270 memory: 8198 grad_norm: 5.3171 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4122 loss: 2.4122 2022/08/02 15:49:13 - mmengine - INFO - Epoch(train) [11][640/1879] lr: 1.0000e-02 eta: 1 day, 13:07:19 time: 0.2816 data_time: 0.0233 memory: 8198 grad_norm: 5.1388 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3192 loss: 2.3192 2022/08/02 15:49:19 - mmengine - INFO - Epoch(train) [11][660/1879] lr: 1.0000e-02 eta: 1 day, 13:07:11 time: 0.2840 data_time: 0.0215 memory: 8198 grad_norm: 4.9677 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2881 loss: 2.2881 2022/08/02 15:49:25 - mmengine - INFO - Epoch(train) [11][680/1879] lr: 1.0000e-02 eta: 1 day, 13:07:04 time: 0.2865 data_time: 0.0203 memory: 8198 grad_norm: 5.0408 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3621 loss: 2.3621 2022/08/02 15:49:30 - mmengine - INFO - Epoch(train) [11][700/1879] lr: 1.0000e-02 eta: 1 day, 13:06:54 time: 0.2816 data_time: 0.0227 memory: 8198 grad_norm: 5.0476 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2779 loss: 2.2779 2022/08/02 15:49:36 - mmengine - INFO - Epoch(train) [11][720/1879] lr: 1.0000e-02 eta: 1 day, 13:06:47 time: 0.2866 data_time: 0.0286 memory: 8198 grad_norm: 5.2084 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3233 loss: 2.3233 2022/08/02 15:49:42 - mmengine - INFO - Epoch(train) [11][740/1879] lr: 1.0000e-02 eta: 1 day, 13:06:40 time: 0.2881 data_time: 0.0232 memory: 8198 grad_norm: 5.0698 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2703 loss: 2.2703 2022/08/02 15:49:47 - mmengine - INFO - Epoch(train) [11][760/1879] lr: 1.0000e-02 eta: 1 day, 13:06:29 time: 0.2782 data_time: 0.0176 memory: 8198 grad_norm: 4.9329 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.1677 loss: 2.1677 2022/08/02 15:49:53 - mmengine - INFO - Epoch(train) [11][780/1879] lr: 1.0000e-02 eta: 1 day, 13:06:19 time: 0.2805 data_time: 0.0222 memory: 8198 grad_norm: 5.0460 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2568 loss: 2.2568 2022/08/02 15:49:59 - mmengine - INFO - Epoch(train) [11][800/1879] lr: 1.0000e-02 eta: 1 day, 13:06:10 time: 0.2811 data_time: 0.0245 memory: 8198 grad_norm: 5.0211 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1580 loss: 2.1580 2022/08/02 15:50:04 - mmengine - INFO - Epoch(train) [11][820/1879] lr: 1.0000e-02 eta: 1 day, 13:06:04 time: 0.2905 data_time: 0.0302 memory: 8198 grad_norm: 5.0027 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3857 loss: 2.3857 2022/08/02 15:50:10 - mmengine - INFO - Epoch(train) [11][840/1879] lr: 1.0000e-02 eta: 1 day, 13:05:55 time: 0.2811 data_time: 0.0195 memory: 8198 grad_norm: 5.0986 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.4105 loss: 2.4105 2022/08/02 15:50:16 - mmengine - INFO - Epoch(train) [11][860/1879] lr: 1.0000e-02 eta: 1 day, 13:05:49 time: 0.2891 data_time: 0.0254 memory: 8198 grad_norm: 5.1227 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3345 loss: 2.3345 2022/08/02 15:50:22 - mmengine - INFO - Epoch(train) [11][880/1879] lr: 1.0000e-02 eta: 1 day, 13:05:42 time: 0.2876 data_time: 0.0225 memory: 8198 grad_norm: 4.9862 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2104 loss: 2.2104 2022/08/02 15:50:27 - mmengine - INFO - Epoch(train) [11][900/1879] lr: 1.0000e-02 eta: 1 day, 13:05:33 time: 0.2824 data_time: 0.0254 memory: 8198 grad_norm: 5.1066 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3264 loss: 2.3264 2022/08/02 15:50:33 - mmengine - INFO - Epoch(train) [11][920/1879] lr: 1.0000e-02 eta: 1 day, 13:05:24 time: 0.2823 data_time: 0.0226 memory: 8198 grad_norm: 5.1641 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3674 loss: 2.3674 2022/08/02 15:50:39 - mmengine - INFO - Epoch(train) [11][940/1879] lr: 1.0000e-02 eta: 1 day, 13:05:16 time: 0.2845 data_time: 0.0269 memory: 8198 grad_norm: 5.0576 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2659 loss: 2.2659 2022/08/02 15:50:44 - mmengine - INFO - Epoch(train) [11][960/1879] lr: 1.0000e-02 eta: 1 day, 13:05:12 time: 0.2936 data_time: 0.0211 memory: 8198 grad_norm: 4.9202 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1492 loss: 2.1492 2022/08/02 15:50:50 - mmengine - INFO - Epoch(train) [11][980/1879] lr: 1.0000e-02 eta: 1 day, 13:05:01 time: 0.2785 data_time: 0.0199 memory: 8198 grad_norm: 5.0312 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2906 loss: 2.2906 2022/08/02 15:50:56 - mmengine - INFO - Epoch(train) [11][1000/1879] lr: 1.0000e-02 eta: 1 day, 13:04:54 time: 0.2878 data_time: 0.0303 memory: 8198 grad_norm: 5.2411 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.1355 loss: 2.1355 2022/08/02 15:51:02 - mmengine - INFO - Epoch(train) [11][1020/1879] lr: 1.0000e-02 eta: 1 day, 13:04:50 time: 0.2920 data_time: 0.0217 memory: 8198 grad_norm: 5.1639 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5065 loss: 2.5065 2022/08/02 15:51:07 - mmengine - INFO - Epoch(train) [11][1040/1879] lr: 1.0000e-02 eta: 1 day, 13:04:40 time: 0.2816 data_time: 0.0237 memory: 8198 grad_norm: 5.1149 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1723 loss: 2.1723 2022/08/02 15:51:13 - mmengine - INFO - Epoch(train) [11][1060/1879] lr: 1.0000e-02 eta: 1 day, 13:04:32 time: 0.2836 data_time: 0.0259 memory: 8198 grad_norm: 4.9176 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2537 loss: 2.2537 2022/08/02 15:51:19 - mmengine - INFO - Epoch(train) [11][1080/1879] lr: 1.0000e-02 eta: 1 day, 13:04:23 time: 0.2825 data_time: 0.0269 memory: 8198 grad_norm: 4.9758 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2274 loss: 2.2274 2022/08/02 15:51:24 - mmengine - INFO - Epoch(train) [11][1100/1879] lr: 1.0000e-02 eta: 1 day, 13:04:15 time: 0.2858 data_time: 0.0211 memory: 8198 grad_norm: 5.0476 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2774 loss: 2.2774 2022/08/02 15:51:30 - mmengine - INFO - Epoch(train) [11][1120/1879] lr: 1.0000e-02 eta: 1 day, 13:04:05 time: 0.2789 data_time: 0.0236 memory: 8198 grad_norm: 5.0436 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3425 loss: 2.3425 2022/08/02 15:51:35 - mmengine - INFO - Epoch(train) [11][1140/1879] lr: 1.0000e-02 eta: 1 day, 13:03:55 time: 0.2803 data_time: 0.0279 memory: 8198 grad_norm: 5.1559 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3739 loss: 2.3739 2022/08/02 15:51:41 - mmengine - INFO - Epoch(train) [11][1160/1879] lr: 1.0000e-02 eta: 1 day, 13:03:46 time: 0.2823 data_time: 0.0222 memory: 8198 grad_norm: 5.2113 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.1424 loss: 2.1424 2022/08/02 15:51:47 - mmengine - INFO - Epoch(train) [11][1180/1879] lr: 1.0000e-02 eta: 1 day, 13:03:38 time: 0.2859 data_time: 0.0237 memory: 8198 grad_norm: 5.1207 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1663 loss: 2.1663 2022/08/02 15:51:53 - mmengine - INFO - Epoch(train) [11][1200/1879] lr: 1.0000e-02 eta: 1 day, 13:03:35 time: 0.2943 data_time: 0.0351 memory: 8198 grad_norm: 5.0349 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.5315 loss: 2.5315 2022/08/02 15:51:56 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:51:58 - mmengine - INFO - Epoch(train) [11][1220/1879] lr: 1.0000e-02 eta: 1 day, 13:03:25 time: 0.2807 data_time: 0.0286 memory: 8198 grad_norm: 4.9750 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.2838 loss: 2.2838 2022/08/02 15:52:04 - mmengine - INFO - Epoch(train) [11][1240/1879] lr: 1.0000e-02 eta: 1 day, 13:03:14 time: 0.2793 data_time: 0.0224 memory: 8198 grad_norm: 5.0521 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.3878 loss: 2.3878 2022/08/02 15:52:10 - mmengine - INFO - Epoch(train) [11][1260/1879] lr: 1.0000e-02 eta: 1 day, 13:03:06 time: 0.2829 data_time: 0.0224 memory: 8198 grad_norm: 5.0038 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.4873 loss: 2.4873 2022/08/02 15:52:15 - mmengine - INFO - Epoch(train) [11][1280/1879] lr: 1.0000e-02 eta: 1 day, 13:02:55 time: 0.2785 data_time: 0.0196 memory: 8198 grad_norm: 4.9712 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3715 loss: 2.3715 2022/08/02 15:52:21 - mmengine - INFO - Epoch(train) [11][1300/1879] lr: 1.0000e-02 eta: 1 day, 13:02:47 time: 0.2843 data_time: 0.0208 memory: 8198 grad_norm: 5.1052 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3126 loss: 2.3126 2022/08/02 15:52:27 - mmengine - INFO - Epoch(train) [11][1320/1879] lr: 1.0000e-02 eta: 1 day, 13:02:39 time: 0.2862 data_time: 0.0213 memory: 8198 grad_norm: 4.9867 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.1891 loss: 2.1891 2022/08/02 15:52:32 - mmengine - INFO - Epoch(train) [11][1340/1879] lr: 1.0000e-02 eta: 1 day, 13:02:34 time: 0.2892 data_time: 0.0217 memory: 8198 grad_norm: 5.0566 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.3337 loss: 2.3337 2022/08/02 15:52:38 - mmengine - INFO - Epoch(train) [11][1360/1879] lr: 1.0000e-02 eta: 1 day, 13:02:24 time: 0.2815 data_time: 0.0212 memory: 8198 grad_norm: 5.0430 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2061 loss: 2.2061 2022/08/02 15:52:44 - mmengine - INFO - Epoch(train) [11][1380/1879] lr: 1.0000e-02 eta: 1 day, 13:02:18 time: 0.2877 data_time: 0.0299 memory: 8198 grad_norm: 5.0316 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.2036 loss: 2.2036 2022/08/02 15:52:49 - mmengine - INFO - Epoch(train) [11][1400/1879] lr: 1.0000e-02 eta: 1 day, 13:02:07 time: 0.2792 data_time: 0.0188 memory: 8198 grad_norm: 5.0869 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2531 loss: 2.2531 2022/08/02 15:52:55 - mmengine - INFO - Epoch(train) [11][1420/1879] lr: 1.0000e-02 eta: 1 day, 13:01:57 time: 0.2790 data_time: 0.0238 memory: 8198 grad_norm: 4.9833 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2188 loss: 2.2188 2022/08/02 15:53:01 - mmengine - INFO - Epoch(train) [11][1440/1879] lr: 1.0000e-02 eta: 1 day, 13:01:48 time: 0.2825 data_time: 0.0258 memory: 8198 grad_norm: 5.1004 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.1932 loss: 2.1932 2022/08/02 15:53:06 - mmengine - INFO - Epoch(train) [11][1460/1879] lr: 1.0000e-02 eta: 1 day, 13:01:39 time: 0.2820 data_time: 0.0262 memory: 8198 grad_norm: 5.0896 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1618 loss: 2.1618 2022/08/02 15:53:12 - mmengine - INFO - Epoch(train) [11][1480/1879] lr: 1.0000e-02 eta: 1 day, 13:01:34 time: 0.2911 data_time: 0.0220 memory: 8198 grad_norm: 5.0136 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.4203 loss: 2.4203 2022/08/02 15:53:18 - mmengine - INFO - Epoch(train) [11][1500/1879] lr: 1.0000e-02 eta: 1 day, 13:01:24 time: 0.2798 data_time: 0.0206 memory: 8198 grad_norm: 5.0268 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2903 loss: 2.2903 2022/08/02 15:53:23 - mmengine - INFO - Epoch(train) [11][1520/1879] lr: 1.0000e-02 eta: 1 day, 13:01:15 time: 0.2839 data_time: 0.0223 memory: 8198 grad_norm: 5.0812 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.3317 loss: 2.3317 2022/08/02 15:53:29 - mmengine - INFO - Epoch(train) [11][1540/1879] lr: 1.0000e-02 eta: 1 day, 13:01:06 time: 0.2814 data_time: 0.0223 memory: 8198 grad_norm: 4.8811 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3626 loss: 2.3626 2022/08/02 15:53:35 - mmengine - INFO - Epoch(train) [11][1560/1879] lr: 1.0000e-02 eta: 1 day, 13:00:58 time: 0.2837 data_time: 0.0183 memory: 8198 grad_norm: 4.9121 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3395 loss: 2.3395 2022/08/02 15:53:40 - mmengine - INFO - Epoch(train) [11][1580/1879] lr: 1.0000e-02 eta: 1 day, 13:00:51 time: 0.2865 data_time: 0.0242 memory: 8198 grad_norm: 5.0266 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1970 loss: 2.1970 2022/08/02 15:53:46 - mmengine - INFO - Epoch(train) [11][1600/1879] lr: 1.0000e-02 eta: 1 day, 13:00:40 time: 0.2792 data_time: 0.0217 memory: 8198 grad_norm: 5.1442 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.4184 loss: 2.4184 2022/08/02 15:53:52 - mmengine - INFO - Epoch(train) [11][1620/1879] lr: 1.0000e-02 eta: 1 day, 13:00:33 time: 0.2859 data_time: 0.0269 memory: 8198 grad_norm: 5.0136 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.3886 loss: 2.3886 2022/08/02 15:53:57 - mmengine - INFO - Epoch(train) [11][1640/1879] lr: 1.0000e-02 eta: 1 day, 13:00:24 time: 0.2815 data_time: 0.0212 memory: 8198 grad_norm: 4.9861 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1697 loss: 2.1697 2022/08/02 15:54:03 - mmengine - INFO - Epoch(train) [11][1660/1879] lr: 1.0000e-02 eta: 1 day, 13:00:15 time: 0.2823 data_time: 0.0248 memory: 8198 grad_norm: 5.0084 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1642 loss: 2.1642 2022/08/02 15:54:09 - mmengine - INFO - Epoch(train) [11][1680/1879] lr: 1.0000e-02 eta: 1 day, 13:00:05 time: 0.2801 data_time: 0.0244 memory: 8198 grad_norm: 5.0703 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3354 loss: 2.3354 2022/08/02 15:54:14 - mmengine - INFO - Epoch(train) [11][1700/1879] lr: 1.0000e-02 eta: 1 day, 12:59:55 time: 0.2806 data_time: 0.0242 memory: 8198 grad_norm: 5.0172 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3749 loss: 2.3749 2022/08/02 15:54:20 - mmengine - INFO - Epoch(train) [11][1720/1879] lr: 1.0000e-02 eta: 1 day, 12:59:45 time: 0.2798 data_time: 0.0221 memory: 8198 grad_norm: 4.9521 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.0316 loss: 2.0316 2022/08/02 15:54:26 - mmengine - INFO - Epoch(train) [11][1740/1879] lr: 1.0000e-02 eta: 1 day, 12:59:42 time: 0.2935 data_time: 0.0230 memory: 8198 grad_norm: 4.9962 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.4008 loss: 2.4008 2022/08/02 15:54:31 - mmengine - INFO - Epoch(train) [11][1760/1879] lr: 1.0000e-02 eta: 1 day, 12:59:31 time: 0.2793 data_time: 0.0248 memory: 8198 grad_norm: 4.9741 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3071 loss: 2.3071 2022/08/02 15:54:37 - mmengine - INFO - Epoch(train) [11][1780/1879] lr: 1.0000e-02 eta: 1 day, 12:59:23 time: 0.2833 data_time: 0.0225 memory: 8198 grad_norm: 5.1067 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.5404 loss: 2.5404 2022/08/02 15:54:43 - mmengine - INFO - Epoch(train) [11][1800/1879] lr: 1.0000e-02 eta: 1 day, 12:59:17 time: 0.2899 data_time: 0.0230 memory: 8198 grad_norm: 5.0727 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3192 loss: 2.3192 2022/08/02 15:54:48 - mmengine - INFO - Epoch(train) [11][1820/1879] lr: 1.0000e-02 eta: 1 day, 12:59:07 time: 0.2794 data_time: 0.0250 memory: 8198 grad_norm: 5.0549 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.2939 loss: 2.2939 2022/08/02 15:54:54 - mmengine - INFO - Epoch(train) [11][1840/1879] lr: 1.0000e-02 eta: 1 day, 12:59:01 time: 0.2887 data_time: 0.0315 memory: 8198 grad_norm: 4.9506 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.4220 loss: 2.4220 2022/08/02 15:55:00 - mmengine - INFO - Epoch(train) [11][1860/1879] lr: 1.0000e-02 eta: 1 day, 12:58:54 time: 0.2863 data_time: 0.0191 memory: 8198 grad_norm: 5.0194 top1_acc: 0.1250 top5_acc: 0.4375 loss_cls: 2.1985 loss: 2.1985 2022/08/02 15:55:05 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:55:05 - mmengine - INFO - Epoch(train) [11][1879/1879] lr: 1.0000e-02 eta: 1 day, 12:58:54 time: 0.2603 data_time: 0.0153 memory: 8198 grad_norm: 5.2361 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.1383 loss: 2.1383 2022/08/02 15:55:13 - mmengine - INFO - Epoch(train) [12][20/1879] lr: 1.0000e-02 eta: 1 day, 12:57:30 time: 0.3992 data_time: 0.1025 memory: 8198 grad_norm: 5.1143 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2774 loss: 2.2774 2022/08/02 15:55:18 - mmengine - INFO - Epoch(train) [12][40/1879] lr: 1.0000e-02 eta: 1 day, 12:57:22 time: 0.2848 data_time: 0.0240 memory: 8198 grad_norm: 5.0857 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2940 loss: 2.2940 2022/08/02 15:55:24 - mmengine - INFO - Epoch(train) [12][60/1879] lr: 1.0000e-02 eta: 1 day, 12:57:15 time: 0.2866 data_time: 0.0272 memory: 8198 grad_norm: 5.0721 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2881 loss: 2.2881 2022/08/02 15:55:30 - mmengine - INFO - Epoch(train) [12][80/1879] lr: 1.0000e-02 eta: 1 day, 12:57:06 time: 0.2809 data_time: 0.0223 memory: 8198 grad_norm: 5.1328 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2907 loss: 2.2907 2022/08/02 15:55:35 - mmengine - INFO - Epoch(train) [12][100/1879] lr: 1.0000e-02 eta: 1 day, 12:56:57 time: 0.2825 data_time: 0.0227 memory: 8198 grad_norm: 5.0584 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3446 loss: 2.3446 2022/08/02 15:55:41 - mmengine - INFO - Epoch(train) [12][120/1879] lr: 1.0000e-02 eta: 1 day, 12:56:47 time: 0.2796 data_time: 0.0223 memory: 8198 grad_norm: 4.9352 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3132 loss: 2.3132 2022/08/02 15:55:47 - mmengine - INFO - Epoch(train) [12][140/1879] lr: 1.0000e-02 eta: 1 day, 12:56:40 time: 0.2868 data_time: 0.0244 memory: 8198 grad_norm: 5.1439 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1990 loss: 2.1990 2022/08/02 15:55:53 - mmengine - INFO - Epoch(train) [12][160/1879] lr: 1.0000e-02 eta: 1 day, 12:56:33 time: 0.2856 data_time: 0.0230 memory: 8198 grad_norm: 5.0277 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.2754 loss: 2.2754 2022/08/02 15:55:58 - mmengine - INFO - Epoch(train) [12][180/1879] lr: 1.0000e-02 eta: 1 day, 12:56:25 time: 0.2846 data_time: 0.0228 memory: 8198 grad_norm: 5.0949 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0941 loss: 2.0941 2022/08/02 15:56:04 - mmengine - INFO - Epoch(train) [12][200/1879] lr: 1.0000e-02 eta: 1 day, 12:56:19 time: 0.2878 data_time: 0.0289 memory: 8198 grad_norm: 4.7767 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0922 loss: 2.0922 2022/08/02 15:56:10 - mmengine - INFO - Epoch(train) [12][220/1879] lr: 1.0000e-02 eta: 1 day, 12:56:11 time: 0.2839 data_time: 0.0258 memory: 8198 grad_norm: 4.9389 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.4795 loss: 2.4795 2022/08/02 15:56:15 - mmengine - INFO - Epoch(train) [12][240/1879] lr: 1.0000e-02 eta: 1 day, 12:56:03 time: 0.2835 data_time: 0.0163 memory: 8198 grad_norm: 4.9699 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2986 loss: 2.2986 2022/08/02 15:56:21 - mmengine - INFO - Epoch(train) [12][260/1879] lr: 1.0000e-02 eta: 1 day, 12:55:56 time: 0.2867 data_time: 0.0243 memory: 8198 grad_norm: 4.9533 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0865 loss: 2.0865 2022/08/02 15:56:27 - mmengine - INFO - Epoch(train) [12][280/1879] lr: 1.0000e-02 eta: 1 day, 12:55:47 time: 0.2823 data_time: 0.0229 memory: 8198 grad_norm: 5.0356 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.3420 loss: 2.3420 2022/08/02 15:56:32 - mmengine - INFO - Epoch(train) [12][300/1879] lr: 1.0000e-02 eta: 1 day, 12:55:41 time: 0.2882 data_time: 0.0252 memory: 8198 grad_norm: 5.0456 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2198 loss: 2.2198 2022/08/02 15:56:38 - mmengine - INFO - Epoch(train) [12][320/1879] lr: 1.0000e-02 eta: 1 day, 12:55:31 time: 0.2802 data_time: 0.0261 memory: 8198 grad_norm: 5.0434 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1959 loss: 2.1959 2022/08/02 15:56:41 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 15:56:44 - mmengine - INFO - Epoch(train) [12][340/1879] lr: 1.0000e-02 eta: 1 day, 12:55:26 time: 0.2891 data_time: 0.0241 memory: 8198 grad_norm: 5.1695 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.2046 loss: 2.2046 2022/08/02 15:56:49 - mmengine - INFO - Epoch(train) [12][360/1879] lr: 1.0000e-02 eta: 1 day, 12:55:16 time: 0.2797 data_time: 0.0236 memory: 8198 grad_norm: 5.0028 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3212 loss: 2.3212 2022/08/02 15:56:55 - mmengine - INFO - Epoch(train) [12][380/1879] lr: 1.0000e-02 eta: 1 day, 12:55:10 time: 0.2892 data_time: 0.0299 memory: 8198 grad_norm: 5.0879 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4086 loss: 2.4086 2022/08/02 15:57:01 - mmengine - INFO - Epoch(train) [12][400/1879] lr: 1.0000e-02 eta: 1 day, 12:55:00 time: 0.2793 data_time: 0.0214 memory: 8198 grad_norm: 5.0595 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2701 loss: 2.2701 2022/08/02 15:57:07 - mmengine - INFO - Epoch(train) [12][420/1879] lr: 1.0000e-02 eta: 1 day, 12:54:54 time: 0.2881 data_time: 0.0205 memory: 8198 grad_norm: 5.0160 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4161 loss: 2.4161 2022/08/02 15:57:12 - mmengine - INFO - Epoch(train) [12][440/1879] lr: 1.0000e-02 eta: 1 day, 12:54:47 time: 0.2863 data_time: 0.0225 memory: 8198 grad_norm: 5.0839 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3041 loss: 2.3041 2022/08/02 15:57:18 - mmengine - INFO - Epoch(train) [12][460/1879] lr: 1.0000e-02 eta: 1 day, 12:54:37 time: 0.2787 data_time: 0.0194 memory: 8198 grad_norm: 4.9926 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2688 loss: 2.2688 2022/08/02 15:57:24 - mmengine - INFO - Epoch(train) [12][480/1879] lr: 1.0000e-02 eta: 1 day, 12:54:30 time: 0.2855 data_time: 0.0269 memory: 8198 grad_norm: 4.9800 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1834 loss: 2.1834 2022/08/02 15:57:29 - mmengine - INFO - Epoch(train) [12][500/1879] lr: 1.0000e-02 eta: 1 day, 12:54:20 time: 0.2802 data_time: 0.0218 memory: 8198 grad_norm: 5.1344 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1570 loss: 2.1570 2022/08/02 15:57:35 - mmengine - INFO - Epoch(train) [12][520/1879] lr: 1.0000e-02 eta: 1 day, 12:54:13 time: 0.2857 data_time: 0.0231 memory: 8198 grad_norm: 5.1161 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3922 loss: 2.3922 2022/08/02 15:57:41 - mmengine - INFO - Epoch(train) [12][540/1879] lr: 1.0000e-02 eta: 1 day, 12:54:04 time: 0.2826 data_time: 0.0249 memory: 8198 grad_norm: 5.2091 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.4281 loss: 2.4281 2022/08/02 15:57:46 - mmengine - INFO - Epoch(train) [12][560/1879] lr: 1.0000e-02 eta: 1 day, 12:53:56 time: 0.2842 data_time: 0.0225 memory: 8198 grad_norm: 4.9806 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3371 loss: 2.3371 2022/08/02 15:57:52 - mmengine - INFO - Epoch(train) [12][580/1879] lr: 1.0000e-02 eta: 1 day, 12:53:52 time: 0.2925 data_time: 0.0249 memory: 8198 grad_norm: 5.1870 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1734 loss: 2.1734 2022/08/02 15:57:58 - mmengine - INFO - Epoch(train) [12][600/1879] lr: 1.0000e-02 eta: 1 day, 12:53:43 time: 0.2816 data_time: 0.0254 memory: 8198 grad_norm: 5.0620 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.4931 loss: 2.4931 2022/08/02 15:58:03 - mmengine - INFO - Epoch(train) [12][620/1879] lr: 1.0000e-02 eta: 1 day, 12:53:36 time: 0.2860 data_time: 0.0227 memory: 8198 grad_norm: 5.1303 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0864 loss: 2.0864 2022/08/02 15:58:09 - mmengine - INFO - Epoch(train) [12][640/1879] lr: 1.0000e-02 eta: 1 day, 12:53:27 time: 0.2814 data_time: 0.0275 memory: 8198 grad_norm: 5.1444 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.3894 loss: 2.3894 2022/08/02 15:58:15 - mmengine - INFO - Epoch(train) [12][660/1879] lr: 1.0000e-02 eta: 1 day, 12:53:19 time: 0.2832 data_time: 0.0197 memory: 8198 grad_norm: 5.0451 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1512 loss: 2.1512 2022/08/02 15:58:20 - mmengine - INFO - Epoch(train) [12][680/1879] lr: 1.0000e-02 eta: 1 day, 12:53:11 time: 0.2830 data_time: 0.0212 memory: 8198 grad_norm: 4.9710 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.3310 loss: 2.3310 2022/08/02 15:58:26 - mmengine - INFO - Epoch(train) [12][700/1879] lr: 1.0000e-02 eta: 1 day, 12:53:04 time: 0.2869 data_time: 0.0277 memory: 8198 grad_norm: 4.8351 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3058 loss: 2.3058 2022/08/02 15:58:32 - mmengine - INFO - Epoch(train) [12][720/1879] lr: 1.0000e-02 eta: 1 day, 12:52:59 time: 0.2903 data_time: 0.0233 memory: 8198 grad_norm: 5.0131 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3346 loss: 2.3346 2022/08/02 15:58:38 - mmengine - INFO - Epoch(train) [12][740/1879] lr: 1.0000e-02 eta: 1 day, 12:52:49 time: 0.2797 data_time: 0.0211 memory: 8198 grad_norm: 5.0619 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1283 loss: 2.1283 2022/08/02 15:58:43 - mmengine - INFO - Epoch(train) [12][760/1879] lr: 1.0000e-02 eta: 1 day, 12:52:42 time: 0.2856 data_time: 0.0218 memory: 8198 grad_norm: 5.0604 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.3104 loss: 2.3104 2022/08/02 15:58:49 - mmengine - INFO - Epoch(train) [12][780/1879] lr: 1.0000e-02 eta: 1 day, 12:52:33 time: 0.2815 data_time: 0.0253 memory: 8198 grad_norm: 5.0210 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3721 loss: 2.3721 2022/08/02 15:58:55 - mmengine - INFO - Epoch(train) [12][800/1879] lr: 1.0000e-02 eta: 1 day, 12:52:24 time: 0.2809 data_time: 0.0220 memory: 8198 grad_norm: 5.0657 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.4239 loss: 2.4239 2022/08/02 15:59:00 - mmengine - INFO - Epoch(train) [12][820/1879] lr: 1.0000e-02 eta: 1 day, 12:52:14 time: 0.2799 data_time: 0.0224 memory: 8198 grad_norm: 5.0915 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1949 loss: 2.1949 2022/08/02 15:59:06 - mmengine - INFO - Epoch(train) [12][840/1879] lr: 1.0000e-02 eta: 1 day, 12:52:07 time: 0.2861 data_time: 0.0208 memory: 8198 grad_norm: 4.9386 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1097 loss: 2.1097 2022/08/02 15:59:12 - mmengine - INFO - Epoch(train) [12][860/1879] lr: 1.0000e-02 eta: 1 day, 12:52:00 time: 0.2857 data_time: 0.0266 memory: 8198 grad_norm: 4.9730 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2607 loss: 2.2607 2022/08/02 15:59:17 - mmengine - INFO - Epoch(train) [12][880/1879] lr: 1.0000e-02 eta: 1 day, 12:51:51 time: 0.2810 data_time: 0.0227 memory: 8198 grad_norm: 4.9840 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2535 loss: 2.2535 2022/08/02 15:59:23 - mmengine - INFO - Epoch(train) [12][900/1879] lr: 1.0000e-02 eta: 1 day, 12:51:43 time: 0.2829 data_time: 0.0254 memory: 8198 grad_norm: 5.0165 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2922 loss: 2.2922 2022/08/02 15:59:29 - mmengine - INFO - Epoch(train) [12][920/1879] lr: 1.0000e-02 eta: 1 day, 12:51:35 time: 0.2847 data_time: 0.0198 memory: 8198 grad_norm: 5.0835 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2723 loss: 2.2723 2022/08/02 15:59:34 - mmengine - INFO - Epoch(train) [12][940/1879] lr: 1.0000e-02 eta: 1 day, 12:51:28 time: 0.2860 data_time: 0.0215 memory: 8198 grad_norm: 5.1289 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3422 loss: 2.3422 2022/08/02 15:59:40 - mmengine - INFO - Epoch(train) [12][960/1879] lr: 1.0000e-02 eta: 1 day, 12:51:18 time: 0.2794 data_time: 0.0216 memory: 8198 grad_norm: 5.1304 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3413 loss: 2.3413 2022/08/02 15:59:46 - mmengine - INFO - Epoch(train) [12][980/1879] lr: 1.0000e-02 eta: 1 day, 12:51:10 time: 0.2826 data_time: 0.0218 memory: 8198 grad_norm: 5.0172 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0758 loss: 2.0758 2022/08/02 15:59:51 - mmengine - INFO - Epoch(train) [12][1000/1879] lr: 1.0000e-02 eta: 1 day, 12:51:00 time: 0.2795 data_time: 0.0221 memory: 8198 grad_norm: 5.0084 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 2.2355 loss: 2.2355 2022/08/02 15:59:57 - mmengine - INFO - Epoch(train) [12][1020/1879] lr: 1.0000e-02 eta: 1 day, 12:50:53 time: 0.2844 data_time: 0.0257 memory: 8198 grad_norm: 4.9480 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1644 loss: 2.1644 2022/08/02 16:00:02 - mmengine - INFO - Epoch(train) [12][1040/1879] lr: 1.0000e-02 eta: 1 day, 12:50:43 time: 0.2795 data_time: 0.0234 memory: 8198 grad_norm: 4.8649 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3403 loss: 2.3403 2022/08/02 16:00:08 - mmengine - INFO - Epoch(train) [12][1060/1879] lr: 1.0000e-02 eta: 1 day, 12:50:34 time: 0.2815 data_time: 0.0247 memory: 8198 grad_norm: 4.9613 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1814 loss: 2.1814 2022/08/02 16:00:14 - mmengine - INFO - Epoch(train) [12][1080/1879] lr: 1.0000e-02 eta: 1 day, 12:50:25 time: 0.2809 data_time: 0.0249 memory: 8198 grad_norm: 5.0112 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3969 loss: 2.3969 2022/08/02 16:00:19 - mmengine - INFO - Epoch(train) [12][1100/1879] lr: 1.0000e-02 eta: 1 day, 12:50:16 time: 0.2823 data_time: 0.0261 memory: 8198 grad_norm: 5.2294 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3914 loss: 2.3914 2022/08/02 16:00:25 - mmengine - INFO - Epoch(train) [12][1120/1879] lr: 1.0000e-02 eta: 1 day, 12:50:11 time: 0.2894 data_time: 0.0256 memory: 8198 grad_norm: 5.0010 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3682 loss: 2.3682 2022/08/02 16:00:31 - mmengine - INFO - Epoch(train) [12][1140/1879] lr: 1.0000e-02 eta: 1 day, 12:50:02 time: 0.2810 data_time: 0.0285 memory: 8198 grad_norm: 4.9858 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0834 loss: 2.0834 2022/08/02 16:00:36 - mmengine - INFO - Epoch(train) [12][1160/1879] lr: 1.0000e-02 eta: 1 day, 12:49:54 time: 0.2846 data_time: 0.0218 memory: 8198 grad_norm: 4.9374 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2085 loss: 2.2085 2022/08/02 16:00:42 - mmengine - INFO - Epoch(train) [12][1180/1879] lr: 1.0000e-02 eta: 1 day, 12:49:47 time: 0.2852 data_time: 0.0280 memory: 8198 grad_norm: 4.9984 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2865 loss: 2.2865 2022/08/02 16:00:48 - mmengine - INFO - Epoch(train) [12][1200/1879] lr: 1.0000e-02 eta: 1 day, 12:49:37 time: 0.2782 data_time: 0.0220 memory: 8198 grad_norm: 5.0654 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1674 loss: 2.1674 2022/08/02 16:00:53 - mmengine - INFO - Epoch(train) [12][1220/1879] lr: 1.0000e-02 eta: 1 day, 12:49:29 time: 0.2847 data_time: 0.0361 memory: 8198 grad_norm: 5.0805 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.3796 loss: 2.3796 2022/08/02 16:00:59 - mmengine - INFO - Epoch(train) [12][1240/1879] lr: 1.0000e-02 eta: 1 day, 12:49:20 time: 0.2796 data_time: 0.0238 memory: 8198 grad_norm: 5.0095 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3627 loss: 2.3627 2022/08/02 16:01:05 - mmengine - INFO - Epoch(train) [12][1260/1879] lr: 1.0000e-02 eta: 1 day, 12:49:13 time: 0.2861 data_time: 0.0275 memory: 8198 grad_norm: 5.0146 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3045 loss: 2.3045 2022/08/02 16:01:10 - mmengine - INFO - Epoch(train) [12][1280/1879] lr: 1.0000e-02 eta: 1 day, 12:49:04 time: 0.2816 data_time: 0.0229 memory: 8198 grad_norm: 5.0911 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.2120 loss: 2.2120 2022/08/02 16:01:16 - mmengine - INFO - Epoch(train) [12][1300/1879] lr: 1.0000e-02 eta: 1 day, 12:48:54 time: 0.2782 data_time: 0.0219 memory: 8198 grad_norm: 5.0786 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2478 loss: 2.2478 2022/08/02 16:01:22 - mmengine - INFO - Epoch(train) [12][1320/1879] lr: 1.0000e-02 eta: 1 day, 12:48:46 time: 0.2844 data_time: 0.0243 memory: 8198 grad_norm: 4.9696 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.2449 loss: 2.2449 2022/08/02 16:01:25 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:01:27 - mmengine - INFO - Epoch(train) [12][1340/1879] lr: 1.0000e-02 eta: 1 day, 12:48:40 time: 0.2872 data_time: 0.0210 memory: 8198 grad_norm: 5.0495 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2797 loss: 2.2797 2022/08/02 16:01:33 - mmengine - INFO - Epoch(train) [12][1360/1879] lr: 1.0000e-02 eta: 1 day, 12:48:35 time: 0.2895 data_time: 0.0208 memory: 8198 grad_norm: 5.0766 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2639 loss: 2.2639 2022/08/02 16:01:39 - mmengine - INFO - Epoch(train) [12][1380/1879] lr: 1.0000e-02 eta: 1 day, 12:48:23 time: 0.2749 data_time: 0.0216 memory: 8198 grad_norm: 5.0306 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3031 loss: 2.3031 2022/08/02 16:01:44 - mmengine - INFO - Epoch(train) [12][1400/1879] lr: 1.0000e-02 eta: 1 day, 12:48:14 time: 0.2813 data_time: 0.0207 memory: 8198 grad_norm: 4.9005 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1688 loss: 2.1688 2022/08/02 16:01:50 - mmengine - INFO - Epoch(train) [12][1420/1879] lr: 1.0000e-02 eta: 1 day, 12:48:05 time: 0.2800 data_time: 0.0276 memory: 8198 grad_norm: 4.9277 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1619 loss: 2.1619 2022/08/02 16:01:56 - mmengine - INFO - Epoch(train) [12][1440/1879] lr: 1.0000e-02 eta: 1 day, 12:47:58 time: 0.2862 data_time: 0.0240 memory: 8198 grad_norm: 5.0321 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1533 loss: 2.1533 2022/08/02 16:02:01 - mmengine - INFO - Epoch(train) [12][1460/1879] lr: 1.0000e-02 eta: 1 day, 12:47:50 time: 0.2825 data_time: 0.0242 memory: 8198 grad_norm: 4.9995 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2337 loss: 2.2337 2022/08/02 16:02:07 - mmengine - INFO - Epoch(train) [12][1480/1879] lr: 1.0000e-02 eta: 1 day, 12:47:41 time: 0.2827 data_time: 0.0199 memory: 8198 grad_norm: 4.9955 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3168 loss: 2.3168 2022/08/02 16:02:13 - mmengine - INFO - Epoch(train) [12][1500/1879] lr: 1.0000e-02 eta: 1 day, 12:47:34 time: 0.2848 data_time: 0.0259 memory: 8198 grad_norm: 5.0512 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1587 loss: 2.1587 2022/08/02 16:02:18 - mmengine - INFO - Epoch(train) [12][1520/1879] lr: 1.0000e-02 eta: 1 day, 12:47:23 time: 0.2772 data_time: 0.0187 memory: 8198 grad_norm: 4.8682 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1736 loss: 2.1736 2022/08/02 16:02:24 - mmengine - INFO - Epoch(train) [12][1540/1879] lr: 1.0000e-02 eta: 1 day, 12:47:15 time: 0.2814 data_time: 0.0234 memory: 8198 grad_norm: 4.9661 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2444 loss: 2.2444 2022/08/02 16:02:29 - mmengine - INFO - Epoch(train) [12][1560/1879] lr: 1.0000e-02 eta: 1 day, 12:47:07 time: 0.2833 data_time: 0.0218 memory: 8198 grad_norm: 4.8896 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3410 loss: 2.3410 2022/08/02 16:02:35 - mmengine - INFO - Epoch(train) [12][1580/1879] lr: 1.0000e-02 eta: 1 day, 12:47:02 time: 0.2908 data_time: 0.0183 memory: 8198 grad_norm: 4.9298 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0711 loss: 2.0711 2022/08/02 16:02:41 - mmengine - INFO - Epoch(train) [12][1600/1879] lr: 1.0000e-02 eta: 1 day, 12:46:54 time: 0.2842 data_time: 0.0229 memory: 8198 grad_norm: 5.0773 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3117 loss: 2.3117 2022/08/02 16:02:47 - mmengine - INFO - Epoch(train) [12][1620/1879] lr: 1.0000e-02 eta: 1 day, 12:46:45 time: 0.2814 data_time: 0.0244 memory: 8198 grad_norm: 5.0252 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2737 loss: 2.2737 2022/08/02 16:02:52 - mmengine - INFO - Epoch(train) [12][1640/1879] lr: 1.0000e-02 eta: 1 day, 12:46:39 time: 0.2882 data_time: 0.0234 memory: 8198 grad_norm: 4.8795 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2487 loss: 2.2487 2022/08/02 16:02:58 - mmengine - INFO - Epoch(train) [12][1660/1879] lr: 1.0000e-02 eta: 1 day, 12:46:30 time: 0.2807 data_time: 0.0256 memory: 8198 grad_norm: 4.9838 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.0930 loss: 2.0930 2022/08/02 16:03:04 - mmengine - INFO - Epoch(train) [12][1680/1879] lr: 1.0000e-02 eta: 1 day, 12:46:21 time: 0.2787 data_time: 0.0205 memory: 8198 grad_norm: 5.0244 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.1035 loss: 2.1035 2022/08/02 16:03:09 - mmengine - INFO - Epoch(train) [12][1700/1879] lr: 1.0000e-02 eta: 1 day, 12:46:11 time: 0.2796 data_time: 0.0208 memory: 8198 grad_norm: 5.0173 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1945 loss: 2.1945 2022/08/02 16:03:15 - mmengine - INFO - Epoch(train) [12][1720/1879] lr: 1.0000e-02 eta: 1 day, 12:46:12 time: 0.3053 data_time: 0.0243 memory: 8198 grad_norm: 4.9425 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2451 loss: 2.2451 2022/08/02 16:03:21 - mmengine - INFO - Epoch(train) [12][1740/1879] lr: 1.0000e-02 eta: 1 day, 12:46:02 time: 0.2768 data_time: 0.0224 memory: 8198 grad_norm: 4.8961 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.2337 loss: 2.2337 2022/08/02 16:03:27 - mmengine - INFO - Epoch(train) [12][1760/1879] lr: 1.0000e-02 eta: 1 day, 12:45:55 time: 0.2871 data_time: 0.0227 memory: 8198 grad_norm: 5.0291 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9643 loss: 1.9643 2022/08/02 16:03:33 - mmengine - INFO - Epoch(train) [12][1780/1879] lr: 1.0000e-02 eta: 1 day, 12:45:58 time: 0.3103 data_time: 0.0203 memory: 8198 grad_norm: 4.9159 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.2947 loss: 2.2947 2022/08/02 16:03:38 - mmengine - INFO - Epoch(train) [12][1800/1879] lr: 1.0000e-02 eta: 1 day, 12:45:47 time: 0.2750 data_time: 0.0156 memory: 8198 grad_norm: 4.9772 top1_acc: 0.3750 top5_acc: 0.9375 loss_cls: 2.2287 loss: 2.2287 2022/08/02 16:03:44 - mmengine - INFO - Epoch(train) [12][1820/1879] lr: 1.0000e-02 eta: 1 day, 12:45:36 time: 0.2768 data_time: 0.0278 memory: 8198 grad_norm: 5.0732 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.1613 loss: 2.1613 2022/08/02 16:03:49 - mmengine - INFO - Epoch(train) [12][1840/1879] lr: 1.0000e-02 eta: 1 day, 12:45:28 time: 0.2818 data_time: 0.0216 memory: 8198 grad_norm: 5.1119 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.4037 loss: 2.4037 2022/08/02 16:03:55 - mmengine - INFO - Epoch(train) [12][1860/1879] lr: 1.0000e-02 eta: 1 day, 12:45:22 time: 0.2876 data_time: 0.0262 memory: 8198 grad_norm: 4.9312 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3386 loss: 2.3386 2022/08/02 16:04:00 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:04:00 - mmengine - INFO - Epoch(train) [12][1879/1879] lr: 1.0000e-02 eta: 1 day, 12:45:22 time: 0.2538 data_time: 0.0146 memory: 8198 grad_norm: 5.1908 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.2945 loss: 2.2945 2022/08/02 16:04:00 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/08/02 16:04:10 - mmengine - INFO - Epoch(train) [13][20/1879] lr: 1.0000e-02 eta: 1 day, 12:43:53 time: 0.3717 data_time: 0.1134 memory: 8198 grad_norm: 4.8753 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1196 loss: 2.1196 2022/08/02 16:04:16 - mmengine - INFO - Epoch(train) [13][40/1879] lr: 1.0000e-02 eta: 1 day, 12:43:54 time: 0.3053 data_time: 0.0234 memory: 8198 grad_norm: 4.9465 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1424 loss: 2.1424 2022/08/02 16:04:21 - mmengine - INFO - Epoch(train) [13][60/1879] lr: 1.0000e-02 eta: 1 day, 12:43:45 time: 0.2818 data_time: 0.0194 memory: 8198 grad_norm: 4.9884 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.2416 loss: 2.2416 2022/08/02 16:04:27 - mmengine - INFO - Epoch(train) [13][80/1879] lr: 1.0000e-02 eta: 1 day, 12:43:37 time: 0.2812 data_time: 0.0233 memory: 8198 grad_norm: 4.9358 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 2.4009 loss: 2.4009 2022/08/02 16:04:33 - mmengine - INFO - Epoch(train) [13][100/1879] lr: 1.0000e-02 eta: 1 day, 12:43:30 time: 0.2866 data_time: 0.0278 memory: 8198 grad_norm: 5.0883 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1781 loss: 2.1781 2022/08/02 16:04:38 - mmengine - INFO - Epoch(train) [13][120/1879] lr: 1.0000e-02 eta: 1 day, 12:43:22 time: 0.2816 data_time: 0.0219 memory: 8198 grad_norm: 5.0987 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2596 loss: 2.2596 2022/08/02 16:04:44 - mmengine - INFO - Epoch(train) [13][140/1879] lr: 1.0000e-02 eta: 1 day, 12:43:15 time: 0.2862 data_time: 0.0224 memory: 8198 grad_norm: 4.9860 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2755 loss: 2.2755 2022/08/02 16:04:50 - mmengine - INFO - Epoch(train) [13][160/1879] lr: 1.0000e-02 eta: 1 day, 12:43:07 time: 0.2818 data_time: 0.0230 memory: 8198 grad_norm: 5.0491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2348 loss: 2.2348 2022/08/02 16:04:56 - mmengine - INFO - Epoch(train) [13][180/1879] lr: 1.0000e-02 eta: 1 day, 12:43:00 time: 0.2864 data_time: 0.0281 memory: 8198 grad_norm: 4.8997 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1063 loss: 2.1063 2022/08/02 16:05:01 - mmengine - INFO - Epoch(train) [13][200/1879] lr: 1.0000e-02 eta: 1 day, 12:42:52 time: 0.2823 data_time: 0.0226 memory: 8198 grad_norm: 4.9600 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2960 loss: 2.2960 2022/08/02 16:05:07 - mmengine - INFO - Epoch(train) [13][220/1879] lr: 1.0000e-02 eta: 1 day, 12:42:46 time: 0.2897 data_time: 0.0273 memory: 8198 grad_norm: 5.1695 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0613 loss: 2.0613 2022/08/02 16:05:13 - mmengine - INFO - Epoch(train) [13][240/1879] lr: 1.0000e-02 eta: 1 day, 12:42:39 time: 0.2849 data_time: 0.0186 memory: 8198 grad_norm: 4.8816 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.1191 loss: 2.1191 2022/08/02 16:05:18 - mmengine - INFO - Epoch(train) [13][260/1879] lr: 1.0000e-02 eta: 1 day, 12:42:32 time: 0.2850 data_time: 0.0326 memory: 8198 grad_norm: 5.0669 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.2355 loss: 2.2355 2022/08/02 16:05:24 - mmengine - INFO - Epoch(train) [13][280/1879] lr: 1.0000e-02 eta: 1 day, 12:42:23 time: 0.2806 data_time: 0.0210 memory: 8198 grad_norm: 5.1010 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0183 loss: 2.0183 2022/08/02 16:05:30 - mmengine - INFO - Epoch(train) [13][300/1879] lr: 1.0000e-02 eta: 1 day, 12:42:13 time: 0.2763 data_time: 0.0228 memory: 8198 grad_norm: 5.0487 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0488 loss: 2.0488 2022/08/02 16:05:35 - mmengine - INFO - Epoch(train) [13][320/1879] lr: 1.0000e-02 eta: 1 day, 12:42:04 time: 0.2804 data_time: 0.0223 memory: 8198 grad_norm: 4.9269 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2240 loss: 2.2240 2022/08/02 16:05:41 - mmengine - INFO - Epoch(train) [13][340/1879] lr: 1.0000e-02 eta: 1 day, 12:41:55 time: 0.2819 data_time: 0.0237 memory: 8198 grad_norm: 4.9493 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.2441 loss: 2.2441 2022/08/02 16:05:47 - mmengine - INFO - Epoch(train) [13][360/1879] lr: 1.0000e-02 eta: 1 day, 12:41:53 time: 0.2982 data_time: 0.0201 memory: 8198 grad_norm: 4.9477 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0774 loss: 2.0774 2022/08/02 16:05:52 - mmengine - INFO - Epoch(train) [13][380/1879] lr: 1.0000e-02 eta: 1 day, 12:41:45 time: 0.2820 data_time: 0.0239 memory: 8198 grad_norm: 4.9238 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1509 loss: 2.1509 2022/08/02 16:05:58 - mmengine - INFO - Epoch(train) [13][400/1879] lr: 1.0000e-02 eta: 1 day, 12:41:36 time: 0.2799 data_time: 0.0233 memory: 8198 grad_norm: 4.9345 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9263 loss: 1.9263 2022/08/02 16:06:04 - mmengine - INFO - Epoch(train) [13][420/1879] lr: 1.0000e-02 eta: 1 day, 12:41:27 time: 0.2793 data_time: 0.0304 memory: 8198 grad_norm: 5.1199 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2819 loss: 2.2819 2022/08/02 16:06:09 - mmengine - INFO - Epoch(train) [13][440/1879] lr: 1.0000e-02 eta: 1 day, 12:41:18 time: 0.2818 data_time: 0.0273 memory: 8198 grad_norm: 5.0601 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.3656 loss: 2.3656 2022/08/02 16:06:13 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:06:15 - mmengine - INFO - Epoch(train) [13][460/1879] lr: 1.0000e-02 eta: 1 day, 12:41:09 time: 0.2810 data_time: 0.0223 memory: 8198 grad_norm: 5.0122 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.1362 loss: 2.1362 2022/08/02 16:06:20 - mmengine - INFO - Epoch(train) [13][480/1879] lr: 1.0000e-02 eta: 1 day, 12:41:00 time: 0.2795 data_time: 0.0242 memory: 8198 grad_norm: 5.0069 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.4122 loss: 2.4122 2022/08/02 16:06:26 - mmengine - INFO - Epoch(train) [13][500/1879] lr: 1.0000e-02 eta: 1 day, 12:40:53 time: 0.2837 data_time: 0.0261 memory: 8198 grad_norm: 5.0398 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1132 loss: 2.1132 2022/08/02 16:06:32 - mmengine - INFO - Epoch(train) [13][520/1879] lr: 1.0000e-02 eta: 1 day, 12:40:43 time: 0.2791 data_time: 0.0236 memory: 8198 grad_norm: 5.0406 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3687 loss: 2.3687 2022/08/02 16:06:37 - mmengine - INFO - Epoch(train) [13][540/1879] lr: 1.0000e-02 eta: 1 day, 12:40:36 time: 0.2851 data_time: 0.0268 memory: 8198 grad_norm: 4.9967 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2622 loss: 2.2622 2022/08/02 16:06:43 - mmengine - INFO - Epoch(train) [13][560/1879] lr: 1.0000e-02 eta: 1 day, 12:40:33 time: 0.2960 data_time: 0.0231 memory: 8198 grad_norm: 4.9388 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.3606 loss: 2.3606 2022/08/02 16:06:49 - mmengine - INFO - Epoch(train) [13][580/1879] lr: 1.0000e-02 eta: 1 day, 12:40:24 time: 0.2782 data_time: 0.0206 memory: 8198 grad_norm: 5.0290 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1732 loss: 2.1732 2022/08/02 16:06:55 - mmengine - INFO - Epoch(train) [13][600/1879] lr: 1.0000e-02 eta: 1 day, 12:40:15 time: 0.2819 data_time: 0.0181 memory: 8198 grad_norm: 4.9348 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 2.5082 loss: 2.5082 2022/08/02 16:07:00 - mmengine - INFO - Epoch(train) [13][620/1879] lr: 1.0000e-02 eta: 1 day, 12:40:08 time: 0.2835 data_time: 0.0247 memory: 8198 grad_norm: 4.9010 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.4265 loss: 2.4265 2022/08/02 16:07:06 - mmengine - INFO - Epoch(train) [13][640/1879] lr: 1.0000e-02 eta: 1 day, 12:40:00 time: 0.2829 data_time: 0.0235 memory: 8198 grad_norm: 4.8698 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3700 loss: 2.3700 2022/08/02 16:07:12 - mmengine - INFO - Epoch(train) [13][660/1879] lr: 1.0000e-02 eta: 1 day, 12:39:53 time: 0.2857 data_time: 0.0266 memory: 8198 grad_norm: 4.8866 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2575 loss: 2.2575 2022/08/02 16:07:17 - mmengine - INFO - Epoch(train) [13][680/1879] lr: 1.0000e-02 eta: 1 day, 12:39:49 time: 0.2930 data_time: 0.0173 memory: 8198 grad_norm: 4.9971 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3149 loss: 2.3149 2022/08/02 16:07:23 - mmengine - INFO - Epoch(train) [13][700/1879] lr: 1.0000e-02 eta: 1 day, 12:39:42 time: 0.2862 data_time: 0.0251 memory: 8198 grad_norm: 5.0059 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3033 loss: 2.3033 2022/08/02 16:07:29 - mmengine - INFO - Epoch(train) [13][720/1879] lr: 1.0000e-02 eta: 1 day, 12:39:34 time: 0.2816 data_time: 0.0205 memory: 8198 grad_norm: 5.0010 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1423 loss: 2.1423 2022/08/02 16:07:34 - mmengine - INFO - Epoch(train) [13][740/1879] lr: 1.0000e-02 eta: 1 day, 12:39:27 time: 0.2852 data_time: 0.0256 memory: 8198 grad_norm: 4.9370 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.1898 loss: 2.1898 2022/08/02 16:07:40 - mmengine - INFO - Epoch(train) [13][760/1879] lr: 1.0000e-02 eta: 1 day, 12:39:17 time: 0.2781 data_time: 0.0204 memory: 8198 grad_norm: 5.0487 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.3439 loss: 2.3439 2022/08/02 16:07:46 - mmengine - INFO - Epoch(train) [13][780/1879] lr: 1.0000e-02 eta: 1 day, 12:39:09 time: 0.2814 data_time: 0.0205 memory: 8198 grad_norm: 4.9831 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1840 loss: 2.1840 2022/08/02 16:07:51 - mmengine - INFO - Epoch(train) [13][800/1879] lr: 1.0000e-02 eta: 1 day, 12:39:00 time: 0.2799 data_time: 0.0229 memory: 8198 grad_norm: 4.9911 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3161 loss: 2.3161 2022/08/02 16:07:57 - mmengine - INFO - Epoch(train) [13][820/1879] lr: 1.0000e-02 eta: 1 day, 12:38:52 time: 0.2842 data_time: 0.0222 memory: 8198 grad_norm: 5.0015 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3153 loss: 2.3153 2022/08/02 16:08:03 - mmengine - INFO - Epoch(train) [13][840/1879] lr: 1.0000e-02 eta: 1 day, 12:38:45 time: 0.2831 data_time: 0.0201 memory: 8198 grad_norm: 4.9327 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1247 loss: 2.1247 2022/08/02 16:08:08 - mmengine - INFO - Epoch(train) [13][860/1879] lr: 1.0000e-02 eta: 1 day, 12:38:36 time: 0.2822 data_time: 0.0229 memory: 8198 grad_norm: 5.0605 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2185 loss: 2.2185 2022/08/02 16:08:14 - mmengine - INFO - Epoch(train) [13][880/1879] lr: 1.0000e-02 eta: 1 day, 12:38:30 time: 0.2873 data_time: 0.0250 memory: 8198 grad_norm: 4.9208 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0619 loss: 2.0619 2022/08/02 16:08:20 - mmengine - INFO - Epoch(train) [13][900/1879] lr: 1.0000e-02 eta: 1 day, 12:38:22 time: 0.2826 data_time: 0.0205 memory: 8198 grad_norm: 5.0301 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2229 loss: 2.2229 2022/08/02 16:08:25 - mmengine - INFO - Epoch(train) [13][920/1879] lr: 1.0000e-02 eta: 1 day, 12:38:15 time: 0.2832 data_time: 0.0189 memory: 8198 grad_norm: 4.9284 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0920 loss: 2.0920 2022/08/02 16:08:31 - mmengine - INFO - Epoch(train) [13][940/1879] lr: 1.0000e-02 eta: 1 day, 12:38:09 time: 0.2881 data_time: 0.0220 memory: 8198 grad_norm: 5.0477 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1610 loss: 2.1610 2022/08/02 16:08:37 - mmengine - INFO - Epoch(train) [13][960/1879] lr: 1.0000e-02 eta: 1 day, 12:38:01 time: 0.2833 data_time: 0.0226 memory: 8198 grad_norm: 4.9735 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1139 loss: 2.1139 2022/08/02 16:08:43 - mmengine - INFO - Epoch(train) [13][980/1879] lr: 1.0000e-02 eta: 1 day, 12:37:56 time: 0.2902 data_time: 0.0220 memory: 8198 grad_norm: 4.9536 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1448 loss: 2.1448 2022/08/02 16:08:48 - mmengine - INFO - Epoch(train) [13][1000/1879] lr: 1.0000e-02 eta: 1 day, 12:37:49 time: 0.2844 data_time: 0.0254 memory: 8198 grad_norm: 4.9071 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0187 loss: 2.0187 2022/08/02 16:08:54 - mmengine - INFO - Epoch(train) [13][1020/1879] lr: 1.0000e-02 eta: 1 day, 12:37:46 time: 0.2959 data_time: 0.0225 memory: 8198 grad_norm: 4.9620 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3542 loss: 2.3542 2022/08/02 16:09:00 - mmengine - INFO - Epoch(train) [13][1040/1879] lr: 1.0000e-02 eta: 1 day, 12:37:37 time: 0.2790 data_time: 0.0262 memory: 8198 grad_norm: 4.9778 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3837 loss: 2.3837 2022/08/02 16:09:06 - mmengine - INFO - Epoch(train) [13][1060/1879] lr: 1.0000e-02 eta: 1 day, 12:37:31 time: 0.2878 data_time: 0.0256 memory: 8198 grad_norm: 4.9221 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2219 loss: 2.2219 2022/08/02 16:09:11 - mmengine - INFO - Epoch(train) [13][1080/1879] lr: 1.0000e-02 eta: 1 day, 12:37:21 time: 0.2780 data_time: 0.0219 memory: 8198 grad_norm: 4.7992 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0682 loss: 2.0682 2022/08/02 16:09:17 - mmengine - INFO - Epoch(train) [13][1100/1879] lr: 1.0000e-02 eta: 1 day, 12:37:15 time: 0.2866 data_time: 0.0222 memory: 8198 grad_norm: 4.8452 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 2.2825 loss: 2.2825 2022/08/02 16:09:23 - mmengine - INFO - Epoch(train) [13][1120/1879] lr: 1.0000e-02 eta: 1 day, 12:37:08 time: 0.2871 data_time: 0.0297 memory: 8198 grad_norm: 4.9808 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1692 loss: 2.1692 2022/08/02 16:09:28 - mmengine - INFO - Epoch(train) [13][1140/1879] lr: 1.0000e-02 eta: 1 day, 12:37:00 time: 0.2812 data_time: 0.0251 memory: 8198 grad_norm: 4.9583 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1676 loss: 2.1676 2022/08/02 16:09:34 - mmengine - INFO - Epoch(train) [13][1160/1879] lr: 1.0000e-02 eta: 1 day, 12:36:55 time: 0.2896 data_time: 0.0233 memory: 8198 grad_norm: 5.0304 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1798 loss: 2.1798 2022/08/02 16:09:40 - mmengine - INFO - Epoch(train) [13][1180/1879] lr: 1.0000e-02 eta: 1 day, 12:36:45 time: 0.2771 data_time: 0.0236 memory: 8198 grad_norm: 5.0277 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3851 loss: 2.3851 2022/08/02 16:09:45 - mmengine - INFO - Epoch(train) [13][1200/1879] lr: 1.0000e-02 eta: 1 day, 12:36:41 time: 0.2927 data_time: 0.0250 memory: 8198 grad_norm: 4.9506 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1495 loss: 2.1495 2022/08/02 16:09:51 - mmengine - INFO - Epoch(train) [13][1220/1879] lr: 1.0000e-02 eta: 1 day, 12:36:32 time: 0.2801 data_time: 0.0233 memory: 8198 grad_norm: 4.9529 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1631 loss: 2.1631 2022/08/02 16:09:57 - mmengine - INFO - Epoch(train) [13][1240/1879] lr: 1.0000e-02 eta: 1 day, 12:36:25 time: 0.2852 data_time: 0.0224 memory: 8198 grad_norm: 5.0207 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3625 loss: 2.3625 2022/08/02 16:10:02 - mmengine - INFO - Epoch(train) [13][1260/1879] lr: 1.0000e-02 eta: 1 day, 12:36:16 time: 0.2798 data_time: 0.0217 memory: 8198 grad_norm: 5.0076 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.2001 loss: 2.2001 2022/08/02 16:10:08 - mmengine - INFO - Epoch(train) [13][1280/1879] lr: 1.0000e-02 eta: 1 day, 12:36:08 time: 0.2835 data_time: 0.0231 memory: 8198 grad_norm: 5.0086 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2139 loss: 2.2139 2022/08/02 16:10:14 - mmengine - INFO - Epoch(train) [13][1300/1879] lr: 1.0000e-02 eta: 1 day, 12:36:00 time: 0.2820 data_time: 0.0202 memory: 8198 grad_norm: 4.9675 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.3010 loss: 2.3010 2022/08/02 16:10:19 - mmengine - INFO - Epoch(train) [13][1320/1879] lr: 1.0000e-02 eta: 1 day, 12:35:53 time: 0.2839 data_time: 0.0250 memory: 8198 grad_norm: 5.0400 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.2885 loss: 2.2885 2022/08/02 16:10:25 - mmengine - INFO - Epoch(train) [13][1340/1879] lr: 1.0000e-02 eta: 1 day, 12:35:52 time: 0.3022 data_time: 0.0287 memory: 8198 grad_norm: 5.0735 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2468 loss: 2.2468 2022/08/02 16:10:31 - mmengine - INFO - Epoch(train) [13][1360/1879] lr: 1.0000e-02 eta: 1 day, 12:35:43 time: 0.2801 data_time: 0.0227 memory: 8198 grad_norm: 4.9002 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0176 loss: 2.0176 2022/08/02 16:10:37 - mmengine - INFO - Epoch(train) [13][1380/1879] lr: 1.0000e-02 eta: 1 day, 12:35:35 time: 0.2827 data_time: 0.0243 memory: 8198 grad_norm: 5.0300 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3536 loss: 2.3536 2022/08/02 16:10:42 - mmengine - INFO - Epoch(train) [13][1400/1879] lr: 1.0000e-02 eta: 1 day, 12:35:26 time: 0.2795 data_time: 0.0228 memory: 8198 grad_norm: 5.0477 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2633 loss: 2.2633 2022/08/02 16:10:48 - mmengine - INFO - Epoch(train) [13][1420/1879] lr: 1.0000e-02 eta: 1 day, 12:35:20 time: 0.2865 data_time: 0.0273 memory: 8198 grad_norm: 5.0293 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9006 loss: 1.9006 2022/08/02 16:10:54 - mmengine - INFO - Epoch(train) [13][1440/1879] lr: 1.0000e-02 eta: 1 day, 12:35:15 time: 0.2907 data_time: 0.0224 memory: 8198 grad_norm: 4.9383 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2517 loss: 2.2517 2022/08/02 16:10:57 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:10:59 - mmengine - INFO - Epoch(train) [13][1460/1879] lr: 1.0000e-02 eta: 1 day, 12:35:06 time: 0.2803 data_time: 0.0249 memory: 8198 grad_norm: 4.8899 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0188 loss: 2.0188 2022/08/02 16:11:06 - mmengine - INFO - Epoch(train) [13][1480/1879] lr: 1.0000e-02 eta: 1 day, 12:35:07 time: 0.3061 data_time: 0.0184 memory: 8198 grad_norm: 4.9776 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0767 loss: 2.0767 2022/08/02 16:11:11 - mmengine - INFO - Epoch(train) [13][1500/1879] lr: 1.0000e-02 eta: 1 day, 12:34:58 time: 0.2780 data_time: 0.0243 memory: 8198 grad_norm: 4.8987 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3600 loss: 2.3600 2022/08/02 16:11:17 - mmengine - INFO - Epoch(train) [13][1520/1879] lr: 1.0000e-02 eta: 1 day, 12:34:48 time: 0.2776 data_time: 0.0215 memory: 8198 grad_norm: 5.0052 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0548 loss: 2.0548 2022/08/02 16:11:22 - mmengine - INFO - Epoch(train) [13][1540/1879] lr: 1.0000e-02 eta: 1 day, 12:34:41 time: 0.2860 data_time: 0.0304 memory: 8198 grad_norm: 4.9369 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3374 loss: 2.3374 2022/08/02 16:11:29 - mmengine - INFO - Epoch(train) [13][1560/1879] lr: 1.0000e-02 eta: 1 day, 12:34:59 time: 0.3503 data_time: 0.0233 memory: 8198 grad_norm: 4.9817 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2295 loss: 2.2295 2022/08/02 16:11:35 - mmengine - INFO - Epoch(train) [13][1580/1879] lr: 1.0000e-02 eta: 1 day, 12:34:55 time: 0.2918 data_time: 0.0262 memory: 8198 grad_norm: 5.1044 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.4045 loss: 2.4045 2022/08/02 16:11:41 - mmengine - INFO - Epoch(train) [13][1600/1879] lr: 1.0000e-02 eta: 1 day, 12:34:46 time: 0.2792 data_time: 0.0219 memory: 8198 grad_norm: 4.8497 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.1681 loss: 2.1681 2022/08/02 16:11:46 - mmengine - INFO - Epoch(train) [13][1620/1879] lr: 1.0000e-02 eta: 1 day, 12:34:36 time: 0.2786 data_time: 0.0215 memory: 8198 grad_norm: 4.9627 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1253 loss: 2.1253 2022/08/02 16:11:52 - mmengine - INFO - Epoch(train) [13][1640/1879] lr: 1.0000e-02 eta: 1 day, 12:34:30 time: 0.2873 data_time: 0.0245 memory: 8198 grad_norm: 4.9179 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2897 loss: 2.2897 2022/08/02 16:11:58 - mmengine - INFO - Epoch(train) [13][1660/1879] lr: 1.0000e-02 eta: 1 day, 12:34:23 time: 0.2856 data_time: 0.0203 memory: 8198 grad_norm: 4.9485 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4152 loss: 2.4152 2022/08/02 16:12:04 - mmengine - INFO - Epoch(train) [13][1680/1879] lr: 1.0000e-02 eta: 1 day, 12:34:20 time: 0.2948 data_time: 0.0186 memory: 8198 grad_norm: 4.9266 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1198 loss: 2.1198 2022/08/02 16:12:09 - mmengine - INFO - Epoch(train) [13][1700/1879] lr: 1.0000e-02 eta: 1 day, 12:34:10 time: 0.2765 data_time: 0.0215 memory: 8198 grad_norm: 5.0704 top1_acc: 0.3125 top5_acc: 0.3750 loss_cls: 2.2731 loss: 2.2731 2022/08/02 16:12:15 - mmengine - INFO - Epoch(train) [13][1720/1879] lr: 1.0000e-02 eta: 1 day, 12:34:06 time: 0.2925 data_time: 0.0213 memory: 8198 grad_norm: 5.0176 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0816 loss: 2.0816 2022/08/02 16:12:21 - mmengine - INFO - Epoch(train) [13][1740/1879] lr: 1.0000e-02 eta: 1 day, 12:33:56 time: 0.2787 data_time: 0.0218 memory: 8198 grad_norm: 4.8490 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1197 loss: 2.1197 2022/08/02 16:12:26 - mmengine - INFO - Epoch(train) [13][1760/1879] lr: 1.0000e-02 eta: 1 day, 12:33:48 time: 0.2815 data_time: 0.0215 memory: 8198 grad_norm: 4.9865 top1_acc: 0.1875 top5_acc: 0.3750 loss_cls: 2.0302 loss: 2.0302 2022/08/02 16:12:32 - mmengine - INFO - Epoch(train) [13][1780/1879] lr: 1.0000e-02 eta: 1 day, 12:33:39 time: 0.2791 data_time: 0.0208 memory: 8198 grad_norm: 4.9657 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0486 loss: 2.0486 2022/08/02 16:12:38 - mmengine - INFO - Epoch(train) [13][1800/1879] lr: 1.0000e-02 eta: 1 day, 12:33:31 time: 0.2813 data_time: 0.0256 memory: 8198 grad_norm: 4.9801 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0412 loss: 2.0412 2022/08/02 16:12:43 - mmengine - INFO - Epoch(train) [13][1820/1879] lr: 1.0000e-02 eta: 1 day, 12:33:24 time: 0.2862 data_time: 0.0232 memory: 8198 grad_norm: 4.9960 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 2.3478 loss: 2.3478 2022/08/02 16:12:49 - mmengine - INFO - Epoch(train) [13][1840/1879] lr: 1.0000e-02 eta: 1 day, 12:33:13 time: 0.2752 data_time: 0.0214 memory: 8198 grad_norm: 4.8361 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0608 loss: 2.0608 2022/08/02 16:12:54 - mmengine - INFO - Epoch(train) [13][1860/1879] lr: 1.0000e-02 eta: 1 day, 12:33:07 time: 0.2859 data_time: 0.0264 memory: 8198 grad_norm: 4.9160 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0983 loss: 2.0983 2022/08/02 16:12:59 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:12:59 - mmengine - INFO - Epoch(train) [13][1879/1879] lr: 1.0000e-02 eta: 1 day, 12:33:07 time: 0.2540 data_time: 0.0137 memory: 8198 grad_norm: 5.0718 top1_acc: 0.1429 top5_acc: 0.2857 loss_cls: 2.3248 loss: 2.3248 2022/08/02 16:13:08 - mmengine - INFO - Epoch(train) [14][20/1879] lr: 1.0000e-02 eta: 1 day, 12:31:59 time: 0.4108 data_time: 0.1048 memory: 8198 grad_norm: 4.8272 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.1191 loss: 2.1191 2022/08/02 16:13:13 - mmengine - INFO - Epoch(train) [14][40/1879] lr: 1.0000e-02 eta: 1 day, 12:31:56 time: 0.2959 data_time: 0.0218 memory: 8198 grad_norm: 4.8452 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3094 loss: 2.3094 2022/08/02 16:13:19 - mmengine - INFO - Epoch(train) [14][60/1879] lr: 1.0000e-02 eta: 1 day, 12:31:48 time: 0.2820 data_time: 0.0283 memory: 8198 grad_norm: 4.9559 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3507 loss: 2.3507 2022/08/02 16:13:25 - mmengine - INFO - Epoch(train) [14][80/1879] lr: 1.0000e-02 eta: 1 day, 12:31:40 time: 0.2808 data_time: 0.0242 memory: 8198 grad_norm: 5.0252 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0153 loss: 2.0153 2022/08/02 16:13:30 - mmengine - INFO - Epoch(train) [14][100/1879] lr: 1.0000e-02 eta: 1 day, 12:31:31 time: 0.2805 data_time: 0.0242 memory: 8198 grad_norm: 4.9368 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0241 loss: 2.0241 2022/08/02 16:13:36 - mmengine - INFO - Epoch(train) [14][120/1879] lr: 1.0000e-02 eta: 1 day, 12:31:25 time: 0.2870 data_time: 0.0220 memory: 8198 grad_norm: 4.9844 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9617 loss: 1.9617 2022/08/02 16:13:42 - mmengine - INFO - Epoch(train) [14][140/1879] lr: 1.0000e-02 eta: 1 day, 12:31:16 time: 0.2804 data_time: 0.0231 memory: 8198 grad_norm: 5.0901 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2057 loss: 2.2057 2022/08/02 16:13:47 - mmengine - INFO - Epoch(train) [14][160/1879] lr: 1.0000e-02 eta: 1 day, 12:31:09 time: 0.2823 data_time: 0.0256 memory: 8198 grad_norm: 5.0450 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9812 loss: 1.9812 2022/08/02 16:13:53 - mmengine - INFO - Epoch(train) [14][180/1879] lr: 1.0000e-02 eta: 1 day, 12:31:02 time: 0.2872 data_time: 0.0256 memory: 8198 grad_norm: 5.0171 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9637 loss: 1.9637 2022/08/02 16:13:59 - mmengine - INFO - Epoch(train) [14][200/1879] lr: 1.0000e-02 eta: 1 day, 12:30:55 time: 0.2841 data_time: 0.0247 memory: 8198 grad_norm: 4.8194 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3622 loss: 2.3622 2022/08/02 16:14:04 - mmengine - INFO - Epoch(train) [14][220/1879] lr: 1.0000e-02 eta: 1 day, 12:30:47 time: 0.2801 data_time: 0.0230 memory: 8198 grad_norm: 5.0758 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9763 loss: 1.9763 2022/08/02 16:14:10 - mmengine - INFO - Epoch(train) [14][240/1879] lr: 1.0000e-02 eta: 1 day, 12:30:38 time: 0.2805 data_time: 0.0197 memory: 8198 grad_norm: 4.9490 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1605 loss: 2.1605 2022/08/02 16:14:16 - mmengine - INFO - Epoch(train) [14][260/1879] lr: 1.0000e-02 eta: 1 day, 12:30:31 time: 0.2857 data_time: 0.0258 memory: 8198 grad_norm: 4.7958 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2157 loss: 2.2157 2022/08/02 16:14:21 - mmengine - INFO - Epoch(train) [14][280/1879] lr: 1.0000e-02 eta: 1 day, 12:30:24 time: 0.2830 data_time: 0.0205 memory: 8198 grad_norm: 4.8985 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2144 loss: 2.2144 2022/08/02 16:14:27 - mmengine - INFO - Epoch(train) [14][300/1879] lr: 1.0000e-02 eta: 1 day, 12:30:16 time: 0.2824 data_time: 0.0212 memory: 8198 grad_norm: 4.8898 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1493 loss: 2.1493 2022/08/02 16:14:33 - mmengine - INFO - Epoch(train) [14][320/1879] lr: 1.0000e-02 eta: 1 day, 12:30:07 time: 0.2805 data_time: 0.0283 memory: 8198 grad_norm: 4.9912 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.5182 loss: 2.5182 2022/08/02 16:14:38 - mmengine - INFO - Epoch(train) [14][340/1879] lr: 1.0000e-02 eta: 1 day, 12:29:59 time: 0.2818 data_time: 0.0239 memory: 8198 grad_norm: 4.9733 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3076 loss: 2.3076 2022/08/02 16:14:44 - mmengine - INFO - Epoch(train) [14][360/1879] lr: 1.0000e-02 eta: 1 day, 12:29:56 time: 0.2952 data_time: 0.0229 memory: 8198 grad_norm: 4.9428 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.4037 loss: 2.4037 2022/08/02 16:14:50 - mmengine - INFO - Epoch(train) [14][380/1879] lr: 1.0000e-02 eta: 1 day, 12:29:47 time: 0.2797 data_time: 0.0219 memory: 8198 grad_norm: 4.9685 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2420 loss: 2.2420 2022/08/02 16:14:56 - mmengine - INFO - Epoch(train) [14][400/1879] lr: 1.0000e-02 eta: 1 day, 12:29:40 time: 0.2847 data_time: 0.0248 memory: 8198 grad_norm: 4.9771 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2776 loss: 2.2776 2022/08/02 16:15:01 - mmengine - INFO - Epoch(train) [14][420/1879] lr: 1.0000e-02 eta: 1 day, 12:29:32 time: 0.2804 data_time: 0.0224 memory: 8198 grad_norm: 4.9222 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0793 loss: 2.0793 2022/08/02 16:15:07 - mmengine - INFO - Epoch(train) [14][440/1879] lr: 1.0000e-02 eta: 1 day, 12:29:25 time: 0.2853 data_time: 0.0258 memory: 8198 grad_norm: 4.8879 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.2304 loss: 2.2304 2022/08/02 16:15:12 - mmengine - INFO - Epoch(train) [14][460/1879] lr: 1.0000e-02 eta: 1 day, 12:29:17 time: 0.2825 data_time: 0.0179 memory: 8198 grad_norm: 4.9733 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0643 loss: 2.0643 2022/08/02 16:15:18 - mmengine - INFO - Epoch(train) [14][480/1879] lr: 1.0000e-02 eta: 1 day, 12:29:10 time: 0.2848 data_time: 0.0267 memory: 8198 grad_norm: 4.8976 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1084 loss: 2.1084 2022/08/02 16:15:24 - mmengine - INFO - Epoch(train) [14][500/1879] lr: 1.0000e-02 eta: 1 day, 12:29:03 time: 0.2841 data_time: 0.0259 memory: 8198 grad_norm: 5.0401 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3266 loss: 2.3266 2022/08/02 16:15:29 - mmengine - INFO - Epoch(train) [14][520/1879] lr: 1.0000e-02 eta: 1 day, 12:28:55 time: 0.2813 data_time: 0.0200 memory: 8198 grad_norm: 4.9285 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1600 loss: 2.1600 2022/08/02 16:15:35 - mmengine - INFO - Epoch(train) [14][540/1879] lr: 1.0000e-02 eta: 1 day, 12:28:52 time: 0.2952 data_time: 0.0364 memory: 8198 grad_norm: 5.0327 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2425 loss: 2.2425 2022/08/02 16:15:41 - mmengine - INFO - Epoch(train) [14][560/1879] lr: 1.0000e-02 eta: 1 day, 12:28:47 time: 0.2897 data_time: 0.0299 memory: 8198 grad_norm: 5.0581 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.2669 loss: 2.2669 2022/08/02 16:15:45 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:15:47 - mmengine - INFO - Epoch(train) [14][580/1879] lr: 1.0000e-02 eta: 1 day, 12:28:39 time: 0.2823 data_time: 0.0210 memory: 8198 grad_norm: 4.9458 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2802 loss: 2.2802 2022/08/02 16:15:52 - mmengine - INFO - Epoch(train) [14][600/1879] lr: 1.0000e-02 eta: 1 day, 12:28:31 time: 0.2814 data_time: 0.0286 memory: 8198 grad_norm: 4.9596 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1297 loss: 2.1297 2022/08/02 16:15:58 - mmengine - INFO - Epoch(train) [14][620/1879] lr: 1.0000e-02 eta: 1 day, 12:28:23 time: 0.2829 data_time: 0.0226 memory: 8198 grad_norm: 5.0722 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.2573 loss: 2.2573 2022/08/02 16:16:04 - mmengine - INFO - Epoch(train) [14][640/1879] lr: 1.0000e-02 eta: 1 day, 12:28:17 time: 0.2866 data_time: 0.0222 memory: 8198 grad_norm: 5.0476 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3037 loss: 2.3037 2022/08/02 16:16:10 - mmengine - INFO - Epoch(train) [14][660/1879] lr: 1.0000e-02 eta: 1 day, 12:28:09 time: 0.2813 data_time: 0.0266 memory: 8198 grad_norm: 4.9548 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1952 loss: 2.1952 2022/08/02 16:16:15 - mmengine - INFO - Epoch(train) [14][680/1879] lr: 1.0000e-02 eta: 1 day, 12:28:01 time: 0.2834 data_time: 0.0287 memory: 8198 grad_norm: 4.8866 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2920 loss: 2.2920 2022/08/02 16:16:21 - mmengine - INFO - Epoch(train) [14][700/1879] lr: 1.0000e-02 eta: 1 day, 12:27:54 time: 0.2820 data_time: 0.0236 memory: 8198 grad_norm: 4.9828 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0847 loss: 2.0847 2022/08/02 16:16:27 - mmengine - INFO - Epoch(train) [14][720/1879] lr: 1.0000e-02 eta: 1 day, 12:27:47 time: 0.2849 data_time: 0.0238 memory: 8198 grad_norm: 4.9779 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1386 loss: 2.1386 2022/08/02 16:16:32 - mmengine - INFO - Epoch(train) [14][740/1879] lr: 1.0000e-02 eta: 1 day, 12:27:41 time: 0.2874 data_time: 0.0270 memory: 8198 grad_norm: 5.0076 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2635 loss: 2.2635 2022/08/02 16:16:38 - mmengine - INFO - Epoch(train) [14][760/1879] lr: 1.0000e-02 eta: 1 day, 12:27:35 time: 0.2882 data_time: 0.0170 memory: 8198 grad_norm: 5.0207 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.2006 loss: 2.2006 2022/08/02 16:16:44 - mmengine - INFO - Epoch(train) [14][780/1879] lr: 1.0000e-02 eta: 1 day, 12:27:28 time: 0.2838 data_time: 0.0269 memory: 8198 grad_norm: 4.8358 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.2365 loss: 2.2365 2022/08/02 16:16:50 - mmengine - INFO - Epoch(train) [14][800/1879] lr: 1.0000e-02 eta: 1 day, 12:27:24 time: 0.2939 data_time: 0.0357 memory: 8198 grad_norm: 4.9275 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.1003 loss: 2.1003 2022/08/02 16:16:55 - mmengine - INFO - Epoch(train) [14][820/1879] lr: 1.0000e-02 eta: 1 day, 12:27:16 time: 0.2809 data_time: 0.0200 memory: 8198 grad_norm: 4.9466 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2006 loss: 2.2006 2022/08/02 16:17:01 - mmengine - INFO - Epoch(train) [14][840/1879] lr: 1.0000e-02 eta: 1 day, 12:27:09 time: 0.2836 data_time: 0.0265 memory: 8198 grad_norm: 5.0398 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0823 loss: 2.0823 2022/08/02 16:17:07 - mmengine - INFO - Epoch(train) [14][860/1879] lr: 1.0000e-02 eta: 1 day, 12:27:11 time: 0.3107 data_time: 0.0529 memory: 8198 grad_norm: 5.0515 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.0013 loss: 2.0013 2022/08/02 16:17:13 - mmengine - INFO - Epoch(train) [14][880/1879] lr: 1.0000e-02 eta: 1 day, 12:27:02 time: 0.2792 data_time: 0.0222 memory: 8198 grad_norm: 4.8496 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1646 loss: 2.1646 2022/08/02 16:17:20 - mmengine - INFO - Epoch(train) [14][900/1879] lr: 1.0000e-02 eta: 1 day, 12:27:15 time: 0.3407 data_time: 0.0636 memory: 8198 grad_norm: 4.9623 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1062 loss: 2.1062 2022/08/02 16:17:25 - mmengine - INFO - Epoch(train) [14][920/1879] lr: 1.0000e-02 eta: 1 day, 12:27:07 time: 0.2817 data_time: 0.0219 memory: 8198 grad_norm: 5.0461 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0414 loss: 2.0414 2022/08/02 16:17:31 - mmengine - INFO - Epoch(train) [14][940/1879] lr: 1.0000e-02 eta: 1 day, 12:27:00 time: 0.2851 data_time: 0.0296 memory: 8198 grad_norm: 5.0382 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2344 loss: 2.2344 2022/08/02 16:17:38 - mmengine - INFO - Epoch(train) [14][960/1879] lr: 1.0000e-02 eta: 1 day, 12:27:14 time: 0.3403 data_time: 0.0874 memory: 8198 grad_norm: 4.8777 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1579 loss: 2.1579 2022/08/02 16:17:43 - mmengine - INFO - Epoch(train) [14][980/1879] lr: 1.0000e-02 eta: 1 day, 12:27:05 time: 0.2807 data_time: 0.0231 memory: 8198 grad_norm: 5.0219 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.2706 loss: 2.2706 2022/08/02 16:17:49 - mmengine - INFO - Epoch(train) [14][1000/1879] lr: 1.0000e-02 eta: 1 day, 12:26:58 time: 0.2833 data_time: 0.0251 memory: 8198 grad_norm: 5.0097 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0897 loss: 2.0897 2022/08/02 16:17:55 - mmengine - INFO - Epoch(train) [14][1020/1879] lr: 1.0000e-02 eta: 1 day, 12:26:51 time: 0.2862 data_time: 0.0227 memory: 8198 grad_norm: 4.9235 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2105 loss: 2.2105 2022/08/02 16:18:00 - mmengine - INFO - Epoch(train) [14][1040/1879] lr: 1.0000e-02 eta: 1 day, 12:26:44 time: 0.2827 data_time: 0.0227 memory: 8198 grad_norm: 4.9331 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2006 loss: 2.2006 2022/08/02 16:18:06 - mmengine - INFO - Epoch(train) [14][1060/1879] lr: 1.0000e-02 eta: 1 day, 12:26:39 time: 0.2899 data_time: 0.0206 memory: 8198 grad_norm: 4.9661 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1260 loss: 2.1260 2022/08/02 16:18:12 - mmengine - INFO - Epoch(train) [14][1080/1879] lr: 1.0000e-02 eta: 1 day, 12:26:32 time: 0.2848 data_time: 0.0228 memory: 8198 grad_norm: 4.9492 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1650 loss: 2.1650 2022/08/02 16:18:18 - mmengine - INFO - Epoch(train) [14][1100/1879] lr: 1.0000e-02 eta: 1 day, 12:26:29 time: 0.2971 data_time: 0.0217 memory: 8198 grad_norm: 4.8507 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2099 loss: 2.2099 2022/08/02 16:18:24 - mmengine - INFO - Epoch(train) [14][1120/1879] lr: 1.0000e-02 eta: 1 day, 12:26:21 time: 0.2824 data_time: 0.0200 memory: 8198 grad_norm: 4.8846 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2522 loss: 2.2522 2022/08/02 16:18:29 - mmengine - INFO - Epoch(train) [14][1140/1879] lr: 1.0000e-02 eta: 1 day, 12:26:15 time: 0.2865 data_time: 0.0281 memory: 8198 grad_norm: 4.8657 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2385 loss: 2.2385 2022/08/02 16:18:35 - mmengine - INFO - Epoch(train) [14][1160/1879] lr: 1.0000e-02 eta: 1 day, 12:26:09 time: 0.2861 data_time: 0.0258 memory: 8198 grad_norm: 4.7598 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9840 loss: 1.9840 2022/08/02 16:18:41 - mmengine - INFO - Epoch(train) [14][1180/1879] lr: 1.0000e-02 eta: 1 day, 12:26:02 time: 0.2853 data_time: 0.0228 memory: 8198 grad_norm: 4.9329 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2893 loss: 2.2893 2022/08/02 16:18:46 - mmengine - INFO - Epoch(train) [14][1200/1879] lr: 1.0000e-02 eta: 1 day, 12:25:55 time: 0.2839 data_time: 0.0219 memory: 8198 grad_norm: 4.9870 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3453 loss: 2.3453 2022/08/02 16:18:52 - mmengine - INFO - Epoch(train) [14][1220/1879] lr: 1.0000e-02 eta: 1 day, 12:25:47 time: 0.2836 data_time: 0.0230 memory: 8198 grad_norm: 5.0493 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.2654 loss: 2.2654 2022/08/02 16:18:58 - mmengine - INFO - Epoch(train) [14][1240/1879] lr: 1.0000e-02 eta: 1 day, 12:25:40 time: 0.2843 data_time: 0.0274 memory: 8198 grad_norm: 5.0135 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3030 loss: 2.3030 2022/08/02 16:19:03 - mmengine - INFO - Epoch(train) [14][1260/1879] lr: 1.0000e-02 eta: 1 day, 12:25:32 time: 0.2815 data_time: 0.0230 memory: 8198 grad_norm: 5.0093 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1292 loss: 2.1292 2022/08/02 16:19:09 - mmengine - INFO - Epoch(train) [14][1280/1879] lr: 1.0000e-02 eta: 1 day, 12:25:25 time: 0.2832 data_time: 0.0303 memory: 8198 grad_norm: 5.0251 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2416 loss: 2.2416 2022/08/02 16:19:15 - mmengine - INFO - Epoch(train) [14][1300/1879] lr: 1.0000e-02 eta: 1 day, 12:25:17 time: 0.2814 data_time: 0.0179 memory: 8198 grad_norm: 4.7843 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1263 loss: 2.1263 2022/08/02 16:19:20 - mmengine - INFO - Epoch(train) [14][1320/1879] lr: 1.0000e-02 eta: 1 day, 12:25:07 time: 0.2784 data_time: 0.0207 memory: 8198 grad_norm: 4.9327 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1829 loss: 2.1829 2022/08/02 16:19:26 - mmengine - INFO - Epoch(train) [14][1340/1879] lr: 1.0000e-02 eta: 1 day, 12:25:00 time: 0.2819 data_time: 0.0290 memory: 8198 grad_norm: 4.8991 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.1607 loss: 2.1607 2022/08/02 16:19:31 - mmengine - INFO - Epoch(train) [14][1360/1879] lr: 1.0000e-02 eta: 1 day, 12:24:52 time: 0.2840 data_time: 0.0231 memory: 8198 grad_norm: 4.8753 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.4735 loss: 2.4735 2022/08/02 16:19:37 - mmengine - INFO - Epoch(train) [14][1380/1879] lr: 1.0000e-02 eta: 1 day, 12:24:48 time: 0.2920 data_time: 0.0258 memory: 8198 grad_norm: 4.8374 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.2172 loss: 2.2172 2022/08/02 16:19:43 - mmengine - INFO - Epoch(train) [14][1400/1879] lr: 1.0000e-02 eta: 1 day, 12:24:40 time: 0.2814 data_time: 0.0223 memory: 8198 grad_norm: 4.9883 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1019 loss: 2.1019 2022/08/02 16:19:49 - mmengine - INFO - Epoch(train) [14][1420/1879] lr: 1.0000e-02 eta: 1 day, 12:24:33 time: 0.2834 data_time: 0.0291 memory: 8198 grad_norm: 4.9215 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9275 loss: 1.9275 2022/08/02 16:19:55 - mmengine - INFO - Epoch(train) [14][1440/1879] lr: 1.0000e-02 eta: 1 day, 12:24:30 time: 0.2965 data_time: 0.0285 memory: 8198 grad_norm: 4.8244 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1572 loss: 2.1572 2022/08/02 16:20:00 - mmengine - INFO - Epoch(train) [14][1460/1879] lr: 1.0000e-02 eta: 1 day, 12:24:21 time: 0.2800 data_time: 0.0256 memory: 8198 grad_norm: 4.9848 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2652 loss: 2.2652 2022/08/02 16:20:06 - mmengine - INFO - Epoch(train) [14][1480/1879] lr: 1.0000e-02 eta: 1 day, 12:24:12 time: 0.2769 data_time: 0.0213 memory: 8198 grad_norm: 4.8855 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1851 loss: 2.1851 2022/08/02 16:20:11 - mmengine - INFO - Epoch(train) [14][1500/1879] lr: 1.0000e-02 eta: 1 day, 12:24:03 time: 0.2809 data_time: 0.0232 memory: 8198 grad_norm: 4.8844 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0303 loss: 2.0303 2022/08/02 16:20:17 - mmengine - INFO - Epoch(train) [14][1520/1879] lr: 1.0000e-02 eta: 1 day, 12:23:56 time: 0.2818 data_time: 0.0229 memory: 8198 grad_norm: 4.9369 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.3391 loss: 2.3391 2022/08/02 16:20:23 - mmengine - INFO - Epoch(train) [14][1540/1879] lr: 1.0000e-02 eta: 1 day, 12:23:48 time: 0.2836 data_time: 0.0227 memory: 8198 grad_norm: 4.9428 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1940 loss: 2.1940 2022/08/02 16:20:28 - mmengine - INFO - Epoch(train) [14][1560/1879] lr: 1.0000e-02 eta: 1 day, 12:23:40 time: 0.2823 data_time: 0.0258 memory: 8198 grad_norm: 4.9194 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0113 loss: 2.0113 2022/08/02 16:20:32 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:20:34 - mmengine - INFO - Epoch(train) [14][1580/1879] lr: 1.0000e-02 eta: 1 day, 12:23:36 time: 0.2922 data_time: 0.0252 memory: 8198 grad_norm: 5.0487 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2271 loss: 2.2271 2022/08/02 16:20:40 - mmengine - INFO - Epoch(train) [14][1600/1879] lr: 1.0000e-02 eta: 1 day, 12:23:27 time: 0.2785 data_time: 0.0235 memory: 8198 grad_norm: 4.8707 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1902 loss: 2.1902 2022/08/02 16:20:45 - mmengine - INFO - Epoch(train) [14][1620/1879] lr: 1.0000e-02 eta: 1 day, 12:23:21 time: 0.2870 data_time: 0.0304 memory: 8198 grad_norm: 4.9484 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.3485 loss: 2.3485 2022/08/02 16:20:51 - mmengine - INFO - Epoch(train) [14][1640/1879] lr: 1.0000e-02 eta: 1 day, 12:23:13 time: 0.2822 data_time: 0.0194 memory: 8198 grad_norm: 4.9615 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8761 loss: 1.8761 2022/08/02 16:20:57 - mmengine - INFO - Epoch(train) [14][1660/1879] lr: 1.0000e-02 eta: 1 day, 12:23:08 time: 0.2885 data_time: 0.0229 memory: 8198 grad_norm: 4.9535 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.2797 loss: 2.2797 2022/08/02 16:21:02 - mmengine - INFO - Epoch(train) [14][1680/1879] lr: 1.0000e-02 eta: 1 day, 12:22:59 time: 0.2808 data_time: 0.0222 memory: 8198 grad_norm: 5.0636 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1862 loss: 2.1862 2022/08/02 16:21:09 - mmengine - INFO - Epoch(train) [14][1700/1879] lr: 1.0000e-02 eta: 1 day, 12:23:13 time: 0.3421 data_time: 0.0216 memory: 8198 grad_norm: 4.9806 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.3225 loss: 2.3225 2022/08/02 16:21:15 - mmengine - INFO - Epoch(train) [14][1720/1879] lr: 1.0000e-02 eta: 1 day, 12:23:05 time: 0.2812 data_time: 0.0226 memory: 8198 grad_norm: 4.9506 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.0532 loss: 2.0532 2022/08/02 16:21:21 - mmengine - INFO - Epoch(train) [14][1740/1879] lr: 1.0000e-02 eta: 1 day, 12:22:57 time: 0.2819 data_time: 0.0212 memory: 8198 grad_norm: 4.9062 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0968 loss: 2.0968 2022/08/02 16:21:26 - mmengine - INFO - Epoch(train) [14][1760/1879] lr: 1.0000e-02 eta: 1 day, 12:22:50 time: 0.2859 data_time: 0.0237 memory: 8198 grad_norm: 4.9434 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9749 loss: 1.9749 2022/08/02 16:21:32 - mmengine - INFO - Epoch(train) [14][1780/1879] lr: 1.0000e-02 eta: 1 day, 12:22:42 time: 0.2816 data_time: 0.0239 memory: 8198 grad_norm: 4.9929 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2727 loss: 2.2727 2022/08/02 16:21:38 - mmengine - INFO - Epoch(train) [14][1800/1879] lr: 1.0000e-02 eta: 1 day, 12:22:35 time: 0.2828 data_time: 0.0246 memory: 8198 grad_norm: 4.8691 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.2720 loss: 2.2720 2022/08/02 16:21:43 - mmengine - INFO - Epoch(train) [14][1820/1879] lr: 1.0000e-02 eta: 1 day, 12:22:26 time: 0.2809 data_time: 0.0229 memory: 8198 grad_norm: 4.8575 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.2788 loss: 2.2788 2022/08/02 16:21:49 - mmengine - INFO - Epoch(train) [14][1840/1879] lr: 1.0000e-02 eta: 1 day, 12:22:19 time: 0.2821 data_time: 0.0207 memory: 8198 grad_norm: 4.8644 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.2382 loss: 2.2382 2022/08/02 16:21:55 - mmengine - INFO - Epoch(train) [14][1860/1879] lr: 1.0000e-02 eta: 1 day, 12:22:13 time: 0.2876 data_time: 0.0259 memory: 8198 grad_norm: 4.9021 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7793 loss: 1.7793 2022/08/02 16:21:59 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:21:59 - mmengine - INFO - Epoch(train) [14][1879/1879] lr: 1.0000e-02 eta: 1 day, 12:22:13 time: 0.2528 data_time: 0.0152 memory: 8198 grad_norm: 5.0289 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 2.1188 loss: 2.1188 2022/08/02 16:22:07 - mmengine - INFO - Epoch(train) [15][20/1879] lr: 1.0000e-02 eta: 1 day, 12:21:06 time: 0.3994 data_time: 0.1186 memory: 8198 grad_norm: 4.8391 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9914 loss: 1.9914 2022/08/02 16:22:13 - mmengine - INFO - Epoch(train) [15][40/1879] lr: 1.0000e-02 eta: 1 day, 12:20:59 time: 0.2843 data_time: 0.0205 memory: 8198 grad_norm: 4.8408 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2764 loss: 2.2764 2022/08/02 16:22:20 - mmengine - INFO - Epoch(train) [15][60/1879] lr: 1.0000e-02 eta: 1 day, 12:21:09 time: 0.3338 data_time: 0.0282 memory: 8198 grad_norm: 4.8317 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2033 loss: 2.2033 2022/08/02 16:22:25 - mmengine - INFO - Epoch(train) [15][80/1879] lr: 1.0000e-02 eta: 1 day, 12:21:01 time: 0.2823 data_time: 0.0199 memory: 8198 grad_norm: 4.9553 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2083 loss: 2.2083 2022/08/02 16:22:31 - mmengine - INFO - Epoch(train) [15][100/1879] lr: 1.0000e-02 eta: 1 day, 12:20:58 time: 0.2963 data_time: 0.0402 memory: 8198 grad_norm: 4.9495 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0773 loss: 2.0773 2022/08/02 16:22:37 - mmengine - INFO - Epoch(train) [15][120/1879] lr: 1.0000e-02 eta: 1 day, 12:20:50 time: 0.2814 data_time: 0.0194 memory: 8198 grad_norm: 4.9909 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.2966 loss: 2.2966 2022/08/02 16:22:43 - mmengine - INFO - Epoch(train) [15][140/1879] lr: 1.0000e-02 eta: 1 day, 12:20:42 time: 0.2796 data_time: 0.0229 memory: 8198 grad_norm: 5.0008 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1731 loss: 2.1731 2022/08/02 16:22:48 - mmengine - INFO - Epoch(train) [15][160/1879] lr: 1.0000e-02 eta: 1 day, 12:20:34 time: 0.2828 data_time: 0.0256 memory: 8198 grad_norm: 5.0045 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1573 loss: 2.1573 2022/08/02 16:22:54 - mmengine - INFO - Epoch(train) [15][180/1879] lr: 1.0000e-02 eta: 1 day, 12:20:34 time: 0.3037 data_time: 0.0262 memory: 8198 grad_norm: 4.8474 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9302 loss: 1.9302 2022/08/02 16:23:00 - mmengine - INFO - Epoch(train) [15][200/1879] lr: 1.0000e-02 eta: 1 day, 12:20:24 time: 0.2746 data_time: 0.0231 memory: 8198 grad_norm: 4.9566 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1865 loss: 2.1865 2022/08/02 16:23:06 - mmengine - INFO - Epoch(train) [15][220/1879] lr: 1.0000e-02 eta: 1 day, 12:20:16 time: 0.2812 data_time: 0.0274 memory: 8198 grad_norm: 5.0786 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2361 loss: 2.2361 2022/08/02 16:23:11 - mmengine - INFO - Epoch(train) [15][240/1879] lr: 1.0000e-02 eta: 1 day, 12:20:08 time: 0.2821 data_time: 0.0197 memory: 8198 grad_norm: 4.9465 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0756 loss: 2.0756 2022/08/02 16:23:17 - mmengine - INFO - Epoch(train) [15][260/1879] lr: 1.0000e-02 eta: 1 day, 12:20:02 time: 0.2870 data_time: 0.0223 memory: 8198 grad_norm: 4.8637 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2655 loss: 2.2655 2022/08/02 16:23:22 - mmengine - INFO - Epoch(train) [15][280/1879] lr: 1.0000e-02 eta: 1 day, 12:19:53 time: 0.2785 data_time: 0.0232 memory: 8198 grad_norm: 5.0393 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0474 loss: 2.0474 2022/08/02 16:23:28 - mmengine - INFO - Epoch(train) [15][300/1879] lr: 1.0000e-02 eta: 1 day, 12:19:46 time: 0.2837 data_time: 0.0265 memory: 8198 grad_norm: 4.9524 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2005 loss: 2.2005 2022/08/02 16:23:34 - mmengine - INFO - Epoch(train) [15][320/1879] lr: 1.0000e-02 eta: 1 day, 12:19:38 time: 0.2810 data_time: 0.0277 memory: 8198 grad_norm: 4.8882 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.0214 loss: 2.0214 2022/08/02 16:23:39 - mmengine - INFO - Epoch(train) [15][340/1879] lr: 1.0000e-02 eta: 1 day, 12:19:30 time: 0.2823 data_time: 0.0231 memory: 8198 grad_norm: 4.8864 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0761 loss: 2.0761 2022/08/02 16:23:45 - mmengine - INFO - Epoch(train) [15][360/1879] lr: 1.0000e-02 eta: 1 day, 12:19:22 time: 0.2818 data_time: 0.0223 memory: 8198 grad_norm: 5.0303 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1984 loss: 2.1984 2022/08/02 16:23:51 - mmengine - INFO - Epoch(train) [15][380/1879] lr: 1.0000e-02 eta: 1 day, 12:19:14 time: 0.2801 data_time: 0.0238 memory: 8198 grad_norm: 4.9923 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1221 loss: 2.1221 2022/08/02 16:23:57 - mmengine - INFO - Epoch(train) [15][400/1879] lr: 1.0000e-02 eta: 1 day, 12:19:12 time: 0.3008 data_time: 0.0231 memory: 8198 grad_norm: 4.7839 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.9966 loss: 1.9966 2022/08/02 16:24:02 - mmengine - INFO - Epoch(train) [15][420/1879] lr: 1.0000e-02 eta: 1 day, 12:19:03 time: 0.2773 data_time: 0.0240 memory: 8198 grad_norm: 4.9577 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.2682 loss: 2.2682 2022/08/02 16:24:08 - mmengine - INFO - Epoch(train) [15][440/1879] lr: 1.0000e-02 eta: 1 day, 12:18:56 time: 0.2839 data_time: 0.0267 memory: 8198 grad_norm: 4.8100 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1062 loss: 2.1062 2022/08/02 16:24:13 - mmengine - INFO - Epoch(train) [15][460/1879] lr: 1.0000e-02 eta: 1 day, 12:18:47 time: 0.2791 data_time: 0.0221 memory: 8198 grad_norm: 4.9706 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2965 loss: 2.2965 2022/08/02 16:24:19 - mmengine - INFO - Epoch(train) [15][480/1879] lr: 1.0000e-02 eta: 1 day, 12:18:40 time: 0.2837 data_time: 0.0227 memory: 8198 grad_norm: 4.9741 top1_acc: 0.2500 top5_acc: 0.8125 loss_cls: 2.2754 loss: 2.2754 2022/08/02 16:24:25 - mmengine - INFO - Epoch(train) [15][500/1879] lr: 1.0000e-02 eta: 1 day, 12:18:33 time: 0.2825 data_time: 0.0233 memory: 8198 grad_norm: 4.9832 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0963 loss: 2.0963 2022/08/02 16:24:30 - mmengine - INFO - Epoch(train) [15][520/1879] lr: 1.0000e-02 eta: 1 day, 12:18:24 time: 0.2802 data_time: 0.0264 memory: 8198 grad_norm: 4.9203 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1114 loss: 2.1114 2022/08/02 16:24:36 - mmengine - INFO - Epoch(train) [15][540/1879] lr: 1.0000e-02 eta: 1 day, 12:18:18 time: 0.2859 data_time: 0.0208 memory: 8198 grad_norm: 4.7681 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1085 loss: 2.1085 2022/08/02 16:24:42 - mmengine - INFO - Epoch(train) [15][560/1879] lr: 1.0000e-02 eta: 1 day, 12:18:10 time: 0.2825 data_time: 0.0265 memory: 8198 grad_norm: 5.0087 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0985 loss: 2.0985 2022/08/02 16:24:48 - mmengine - INFO - Epoch(train) [15][580/1879] lr: 1.0000e-02 eta: 1 day, 12:18:04 time: 0.2850 data_time: 0.0208 memory: 8198 grad_norm: 4.9849 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9489 loss: 1.9489 2022/08/02 16:24:53 - mmengine - INFO - Epoch(train) [15][600/1879] lr: 1.0000e-02 eta: 1 day, 12:17:55 time: 0.2793 data_time: 0.0241 memory: 8198 grad_norm: 4.9059 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1949 loss: 2.1949 2022/08/02 16:24:59 - mmengine - INFO - Epoch(train) [15][620/1879] lr: 1.0000e-02 eta: 1 day, 12:17:48 time: 0.2841 data_time: 0.0238 memory: 8198 grad_norm: 4.8873 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0998 loss: 2.0998 2022/08/02 16:25:05 - mmengine - INFO - Epoch(train) [15][640/1879] lr: 1.0000e-02 eta: 1 day, 12:17:47 time: 0.3006 data_time: 0.0203 memory: 8198 grad_norm: 4.9337 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2503 loss: 2.2503 2022/08/02 16:25:11 - mmengine - INFO - Epoch(train) [15][660/1879] lr: 1.0000e-02 eta: 1 day, 12:17:41 time: 0.2869 data_time: 0.0290 memory: 8198 grad_norm: 4.9620 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1631 loss: 2.1631 2022/08/02 16:25:18 - mmengine - INFO - Epoch(train) [15][680/1879] lr: 1.0000e-02 eta: 1 day, 12:18:10 time: 0.3913 data_time: 0.0205 memory: 8198 grad_norm: 4.9597 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1113 loss: 2.1113 2022/08/02 16:25:23 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:25:24 - mmengine - INFO - Epoch(train) [15][700/1879] lr: 1.0000e-02 eta: 1 day, 12:18:09 time: 0.3018 data_time: 0.0214 memory: 8198 grad_norm: 4.9111 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1362 loss: 2.1362 2022/08/02 16:25:30 - mmengine - INFO - Epoch(train) [15][720/1879] lr: 1.0000e-02 eta: 1 day, 12:18:00 time: 0.2795 data_time: 0.0213 memory: 8198 grad_norm: 4.8619 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0982 loss: 2.0982 2022/08/02 16:25:36 - mmengine - INFO - Epoch(train) [15][740/1879] lr: 1.0000e-02 eta: 1 day, 12:17:53 time: 0.2834 data_time: 0.0251 memory: 8198 grad_norm: 4.9295 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1393 loss: 2.1393 2022/08/02 16:25:41 - mmengine - INFO - Epoch(train) [15][760/1879] lr: 1.0000e-02 eta: 1 day, 12:17:44 time: 0.2786 data_time: 0.0227 memory: 8198 grad_norm: 5.0969 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1438 loss: 2.1438 2022/08/02 16:25:47 - mmengine - INFO - Epoch(train) [15][780/1879] lr: 1.0000e-02 eta: 1 day, 12:17:35 time: 0.2788 data_time: 0.0218 memory: 8198 grad_norm: 4.9379 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.4168 loss: 2.4168 2022/08/02 16:25:53 - mmengine - INFO - Epoch(train) [15][800/1879] lr: 1.0000e-02 eta: 1 day, 12:17:28 time: 0.2847 data_time: 0.0225 memory: 8198 grad_norm: 4.9319 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2347 loss: 2.2347 2022/08/02 16:25:58 - mmengine - INFO - Epoch(train) [15][820/1879] lr: 1.0000e-02 eta: 1 day, 12:17:25 time: 0.2953 data_time: 0.0214 memory: 8198 grad_norm: 4.9372 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.2466 loss: 2.2466 2022/08/02 16:26:04 - mmengine - INFO - Epoch(train) [15][840/1879] lr: 1.0000e-02 eta: 1 day, 12:17:17 time: 0.2795 data_time: 0.0214 memory: 8198 grad_norm: 5.0304 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1918 loss: 2.1918 2022/08/02 16:26:10 - mmengine - INFO - Epoch(train) [15][860/1879] lr: 1.0000e-02 eta: 1 day, 12:17:09 time: 0.2811 data_time: 0.0228 memory: 8198 grad_norm: 4.9047 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1809 loss: 2.1809 2022/08/02 16:26:15 - mmengine - INFO - Epoch(train) [15][880/1879] lr: 1.0000e-02 eta: 1 day, 12:17:03 time: 0.2871 data_time: 0.0202 memory: 8198 grad_norm: 4.9056 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0362 loss: 2.0362 2022/08/02 16:26:21 - mmengine - INFO - Epoch(train) [15][900/1879] lr: 1.0000e-02 eta: 1 day, 12:16:55 time: 0.2808 data_time: 0.0263 memory: 8198 grad_norm: 4.9548 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9526 loss: 1.9526 2022/08/02 16:26:27 - mmengine - INFO - Epoch(train) [15][920/1879] lr: 1.0000e-02 eta: 1 day, 12:16:47 time: 0.2829 data_time: 0.0224 memory: 8198 grad_norm: 4.8134 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9671 loss: 1.9671 2022/08/02 16:26:32 - mmengine - INFO - Epoch(train) [15][940/1879] lr: 1.0000e-02 eta: 1 day, 12:16:39 time: 0.2793 data_time: 0.0220 memory: 8198 grad_norm: 4.8359 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0071 loss: 2.0071 2022/08/02 16:26:38 - mmengine - INFO - Epoch(train) [15][960/1879] lr: 1.0000e-02 eta: 1 day, 12:16:36 time: 0.2963 data_time: 0.0213 memory: 8198 grad_norm: 4.9055 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2084 loss: 2.2084 2022/08/02 16:26:44 - mmengine - INFO - Epoch(train) [15][980/1879] lr: 1.0000e-02 eta: 1 day, 12:16:27 time: 0.2805 data_time: 0.0222 memory: 8198 grad_norm: 5.0743 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0039 loss: 2.0039 2022/08/02 16:26:49 - mmengine - INFO - Epoch(train) [15][1000/1879] lr: 1.0000e-02 eta: 1 day, 12:16:20 time: 0.2833 data_time: 0.0239 memory: 8198 grad_norm: 4.9617 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0550 loss: 2.0550 2022/08/02 16:26:55 - mmengine - INFO - Epoch(train) [15][1020/1879] lr: 1.0000e-02 eta: 1 day, 12:16:13 time: 0.2850 data_time: 0.0245 memory: 8198 grad_norm: 4.9671 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3287 loss: 2.3287 2022/08/02 16:27:01 - mmengine - INFO - Epoch(train) [15][1040/1879] lr: 1.0000e-02 eta: 1 day, 12:16:07 time: 0.2853 data_time: 0.0259 memory: 8198 grad_norm: 5.0690 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1568 loss: 2.1568 2022/08/02 16:27:07 - mmengine - INFO - Epoch(train) [15][1060/1879] lr: 1.0000e-02 eta: 1 day, 12:16:03 time: 0.2929 data_time: 0.0266 memory: 8198 grad_norm: 5.0637 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3302 loss: 2.3302 2022/08/02 16:27:12 - mmengine - INFO - Epoch(train) [15][1080/1879] lr: 1.0000e-02 eta: 1 day, 12:15:55 time: 0.2802 data_time: 0.0213 memory: 8198 grad_norm: 4.8752 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0012 loss: 2.0012 2022/08/02 16:27:18 - mmengine - INFO - Epoch(train) [15][1100/1879] lr: 1.0000e-02 eta: 1 day, 12:15:49 time: 0.2899 data_time: 0.0281 memory: 8198 grad_norm: 4.8973 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2432 loss: 2.2432 2022/08/02 16:27:24 - mmengine - INFO - Epoch(train) [15][1120/1879] lr: 1.0000e-02 eta: 1 day, 12:15:41 time: 0.2808 data_time: 0.0216 memory: 8198 grad_norm: 5.0221 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1753 loss: 2.1753 2022/08/02 16:27:29 - mmengine - INFO - Epoch(train) [15][1140/1879] lr: 1.0000e-02 eta: 1 day, 12:15:33 time: 0.2810 data_time: 0.0249 memory: 8198 grad_norm: 5.0159 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.0003 loss: 2.0003 2022/08/02 16:27:35 - mmengine - INFO - Epoch(train) [15][1160/1879] lr: 1.0000e-02 eta: 1 day, 12:15:28 time: 0.2902 data_time: 0.0228 memory: 8198 grad_norm: 4.8661 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.9912 loss: 1.9912 2022/08/02 16:27:41 - mmengine - INFO - Epoch(train) [15][1180/1879] lr: 1.0000e-02 eta: 1 day, 12:15:21 time: 0.2826 data_time: 0.0200 memory: 8198 grad_norm: 5.0663 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0330 loss: 2.0330 2022/08/02 16:27:46 - mmengine - INFO - Epoch(train) [15][1200/1879] lr: 1.0000e-02 eta: 1 day, 12:15:13 time: 0.2808 data_time: 0.0252 memory: 8198 grad_norm: 4.8647 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2579 loss: 2.2579 2022/08/02 16:27:52 - mmengine - INFO - Epoch(train) [15][1220/1879] lr: 1.0000e-02 eta: 1 day, 12:15:05 time: 0.2816 data_time: 0.0228 memory: 8198 grad_norm: 4.7596 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2452 loss: 2.2452 2022/08/02 16:27:58 - mmengine - INFO - Epoch(train) [15][1240/1879] lr: 1.0000e-02 eta: 1 day, 12:14:59 time: 0.2880 data_time: 0.0244 memory: 8198 grad_norm: 4.9536 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2071 loss: 2.2071 2022/08/02 16:28:04 - mmengine - INFO - Epoch(train) [15][1260/1879] lr: 1.0000e-02 eta: 1 day, 12:14:52 time: 0.2826 data_time: 0.0214 memory: 8198 grad_norm: 4.8050 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9064 loss: 1.9064 2022/08/02 16:28:09 - mmengine - INFO - Epoch(train) [15][1280/1879] lr: 1.0000e-02 eta: 1 day, 12:14:44 time: 0.2819 data_time: 0.0260 memory: 8198 grad_norm: 4.8340 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1818 loss: 2.1818 2022/08/02 16:28:15 - mmengine - INFO - Epoch(train) [15][1300/1879] lr: 1.0000e-02 eta: 1 day, 12:14:37 time: 0.2833 data_time: 0.0266 memory: 8198 grad_norm: 4.9574 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0817 loss: 2.0817 2022/08/02 16:28:20 - mmengine - INFO - Epoch(train) [15][1320/1879] lr: 1.0000e-02 eta: 1 day, 12:14:28 time: 0.2778 data_time: 0.0194 memory: 8198 grad_norm: 4.9365 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1354 loss: 2.1354 2022/08/02 16:28:26 - mmengine - INFO - Epoch(train) [15][1340/1879] lr: 1.0000e-02 eta: 1 day, 12:14:20 time: 0.2816 data_time: 0.0219 memory: 8198 grad_norm: 4.9836 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.1548 loss: 2.1548 2022/08/02 16:28:32 - mmengine - INFO - Epoch(train) [15][1360/1879] lr: 1.0000e-02 eta: 1 day, 12:14:12 time: 0.2814 data_time: 0.0209 memory: 8198 grad_norm: 5.0539 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.3154 loss: 2.3154 2022/08/02 16:28:37 - mmengine - INFO - Epoch(train) [15][1380/1879] lr: 1.0000e-02 eta: 1 day, 12:14:07 time: 0.2899 data_time: 0.0275 memory: 8198 grad_norm: 5.0641 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1923 loss: 2.1923 2022/08/02 16:28:43 - mmengine - INFO - Epoch(train) [15][1400/1879] lr: 1.0000e-02 eta: 1 day, 12:14:00 time: 0.2822 data_time: 0.0230 memory: 8198 grad_norm: 4.9644 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9876 loss: 1.9876 2022/08/02 16:28:49 - mmengine - INFO - Epoch(train) [15][1420/1879] lr: 1.0000e-02 eta: 1 day, 12:13:54 time: 0.2886 data_time: 0.0237 memory: 8198 grad_norm: 5.1147 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1108 loss: 2.1108 2022/08/02 16:28:55 - mmengine - INFO - Epoch(train) [15][1440/1879] lr: 1.0000e-02 eta: 1 day, 12:13:48 time: 0.2873 data_time: 0.0245 memory: 8198 grad_norm: 5.0091 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0481 loss: 2.0481 2022/08/02 16:29:00 - mmengine - INFO - Epoch(train) [15][1460/1879] lr: 1.0000e-02 eta: 1 day, 12:13:40 time: 0.2800 data_time: 0.0244 memory: 8198 grad_norm: 4.8998 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 2.3633 loss: 2.3633 2022/08/02 16:29:06 - mmengine - INFO - Epoch(train) [15][1480/1879] lr: 1.0000e-02 eta: 1 day, 12:13:34 time: 0.2873 data_time: 0.0280 memory: 8198 grad_norm: 4.8674 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2302 loss: 2.2302 2022/08/02 16:29:12 - mmengine - INFO - Epoch(train) [15][1500/1879] lr: 1.0000e-02 eta: 1 day, 12:13:26 time: 0.2793 data_time: 0.0269 memory: 8198 grad_norm: 5.1169 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6488 loss: 2.6488 2022/08/02 16:29:17 - mmengine - INFO - Epoch(train) [15][1520/1879] lr: 1.0000e-02 eta: 1 day, 12:13:18 time: 0.2809 data_time: 0.0241 memory: 8198 grad_norm: 4.9861 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1378 loss: 2.1378 2022/08/02 16:29:23 - mmengine - INFO - Epoch(train) [15][1540/1879] lr: 1.0000e-02 eta: 1 day, 12:13:10 time: 0.2827 data_time: 0.0251 memory: 8198 grad_norm: 4.9413 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 2.2234 loss: 2.2234 2022/08/02 16:29:29 - mmengine - INFO - Epoch(train) [15][1560/1879] lr: 1.0000e-02 eta: 1 day, 12:13:04 time: 0.2858 data_time: 0.0216 memory: 8198 grad_norm: 4.9414 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9249 loss: 1.9249 2022/08/02 16:29:34 - mmengine - INFO - Epoch(train) [15][1580/1879] lr: 1.0000e-02 eta: 1 day, 12:12:56 time: 0.2805 data_time: 0.0244 memory: 8198 grad_norm: 4.9612 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1017 loss: 2.1017 2022/08/02 16:29:40 - mmengine - INFO - Epoch(train) [15][1600/1879] lr: 1.0000e-02 eta: 1 day, 12:12:49 time: 0.2842 data_time: 0.0282 memory: 8198 grad_norm: 4.7730 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9968 loss: 1.9968 2022/08/02 16:29:46 - mmengine - INFO - Epoch(train) [15][1620/1879] lr: 1.0000e-02 eta: 1 day, 12:12:43 time: 0.2868 data_time: 0.0282 memory: 8198 grad_norm: 4.8847 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.1160 loss: 2.1160 2022/08/02 16:29:51 - mmengine - INFO - Epoch(train) [15][1640/1879] lr: 1.0000e-02 eta: 1 day, 12:12:35 time: 0.2797 data_time: 0.0228 memory: 8198 grad_norm: 4.9383 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1914 loss: 2.1914 2022/08/02 16:29:58 - mmengine - INFO - Epoch(train) [15][1660/1879] lr: 1.0000e-02 eta: 1 day, 12:12:39 time: 0.3202 data_time: 0.0222 memory: 8198 grad_norm: 4.9057 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.1076 loss: 2.1076 2022/08/02 16:30:03 - mmengine - INFO - Epoch(train) [15][1680/1879] lr: 1.0000e-02 eta: 1 day, 12:12:31 time: 0.2796 data_time: 0.0264 memory: 8198 grad_norm: 4.8830 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1674 loss: 2.1674 2022/08/02 16:30:07 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:30:09 - mmengine - INFO - Epoch(train) [15][1700/1879] lr: 1.0000e-02 eta: 1 day, 12:12:24 time: 0.2825 data_time: 0.0247 memory: 8198 grad_norm: 4.8314 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0391 loss: 2.0391 2022/08/02 16:30:15 - mmengine - INFO - Epoch(train) [15][1720/1879] lr: 1.0000e-02 eta: 1 day, 12:12:16 time: 0.2826 data_time: 0.0216 memory: 8198 grad_norm: 5.0128 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2726 loss: 2.2726 2022/08/02 16:30:20 - mmengine - INFO - Epoch(train) [15][1740/1879] lr: 1.0000e-02 eta: 1 day, 12:12:08 time: 0.2801 data_time: 0.0277 memory: 8198 grad_norm: 4.9330 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1215 loss: 2.1215 2022/08/02 16:30:26 - mmengine - INFO - Epoch(train) [15][1760/1879] lr: 1.0000e-02 eta: 1 day, 12:12:00 time: 0.2815 data_time: 0.0263 memory: 8198 grad_norm: 4.9756 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.9193 loss: 1.9193 2022/08/02 16:30:31 - mmengine - INFO - Epoch(train) [15][1780/1879] lr: 1.0000e-02 eta: 1 day, 12:11:51 time: 0.2775 data_time: 0.0229 memory: 8198 grad_norm: 4.8651 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9940 loss: 1.9940 2022/08/02 16:30:38 - mmengine - INFO - Epoch(train) [15][1800/1879] lr: 1.0000e-02 eta: 1 day, 12:11:53 time: 0.3108 data_time: 0.0208 memory: 8198 grad_norm: 4.9779 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 1.9960 loss: 1.9960 2022/08/02 16:30:43 - mmengine - INFO - Epoch(train) [15][1820/1879] lr: 1.0000e-02 eta: 1 day, 12:11:44 time: 0.2776 data_time: 0.0238 memory: 8198 grad_norm: 4.8689 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1831 loss: 2.1831 2022/08/02 16:30:49 - mmengine - INFO - Epoch(train) [15][1840/1879] lr: 1.0000e-02 eta: 1 day, 12:11:38 time: 0.2868 data_time: 0.0264 memory: 8198 grad_norm: 4.9288 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0797 loss: 2.0797 2022/08/02 16:30:55 - mmengine - INFO - Epoch(train) [15][1860/1879] lr: 1.0000e-02 eta: 1 day, 12:11:37 time: 0.3031 data_time: 0.0287 memory: 8198 grad_norm: 4.9144 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1625 loss: 2.1625 2022/08/02 16:31:00 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:31:00 - mmengine - INFO - Epoch(train) [15][1879/1879] lr: 1.0000e-02 eta: 1 day, 12:11:37 time: 0.2499 data_time: 0.0146 memory: 8198 grad_norm: 4.9942 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.0531 loss: 2.0531 2022/08/02 16:31:06 - mmengine - INFO - Epoch(val) [15][20/155] eta: 0:00:44 time: 0.3285 data_time: 0.2394 memory: 1514 2022/08/02 16:31:11 - mmengine - INFO - Epoch(val) [15][40/155] eta: 0:00:24 time: 0.2137 data_time: 0.1257 memory: 1514 2022/08/02 16:31:17 - mmengine - INFO - Epoch(val) [15][60/155] eta: 0:00:28 time: 0.3046 data_time: 0.2162 memory: 1514 2022/08/02 16:31:21 - mmengine - INFO - Epoch(val) [15][80/155] eta: 0:00:17 time: 0.2330 data_time: 0.1460 memory: 1514 2022/08/02 16:31:27 - mmengine - INFO - Epoch(val) [15][100/155] eta: 0:00:16 time: 0.2915 data_time: 0.2055 memory: 1514 2022/08/02 16:31:32 - mmengine - INFO - Epoch(val) [15][120/155] eta: 0:00:08 time: 0.2435 data_time: 0.1580 memory: 1514 2022/08/02 16:31:38 - mmengine - INFO - Epoch(val) [15][140/155] eta: 0:00:04 time: 0.3112 data_time: 0.2245 memory: 1514 2022/08/02 16:31:44 - mmengine - INFO - Epoch(val) [15][155/155] acc/top1: 0.5906 acc/top5: 0.8216 acc/mean1: 0.5905 2022/08/02 16:31:44 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb/best_acc/top1_epoch_11.pth is removed 2022/08/02 16:31:45 - mmengine - INFO - The best checkpoint with 0.5906 acc/top1 at 16 epoch is saved to best_acc/top1_epoch_16.pth. 2022/08/02 16:31:53 - mmengine - INFO - Epoch(train) [16][20/1879] lr: 1.0000e-02 eta: 1 day, 12:10:31 time: 0.3903 data_time: 0.1236 memory: 8198 grad_norm: 4.7434 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9095 loss: 1.9095 2022/08/02 16:31:59 - mmengine - INFO - Epoch(train) [16][40/1879] lr: 1.0000e-02 eta: 1 day, 12:10:26 time: 0.2894 data_time: 0.0248 memory: 8198 grad_norm: 4.8175 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1094 loss: 2.1094 2022/08/02 16:32:04 - mmengine - INFO - Epoch(train) [16][60/1879] lr: 1.0000e-02 eta: 1 day, 12:10:18 time: 0.2810 data_time: 0.0283 memory: 8198 grad_norm: 4.8193 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1659 loss: 2.1659 2022/08/02 16:32:10 - mmengine - INFO - Epoch(train) [16][80/1879] lr: 1.0000e-02 eta: 1 day, 12:10:13 time: 0.2888 data_time: 0.0213 memory: 8198 grad_norm: 4.9008 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2985 loss: 2.2985 2022/08/02 16:32:16 - mmengine - INFO - Epoch(train) [16][100/1879] lr: 1.0000e-02 eta: 1 day, 12:10:04 time: 0.2790 data_time: 0.0199 memory: 8198 grad_norm: 4.9507 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1829 loss: 2.1829 2022/08/02 16:32:21 - mmengine - INFO - Epoch(train) [16][120/1879] lr: 1.0000e-02 eta: 1 day, 12:09:59 time: 0.2885 data_time: 0.0287 memory: 8198 grad_norm: 4.8953 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0378 loss: 2.0378 2022/08/02 16:32:27 - mmengine - INFO - Epoch(train) [16][140/1879] lr: 1.0000e-02 eta: 1 day, 12:09:57 time: 0.2997 data_time: 0.0224 memory: 8198 grad_norm: 4.9096 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1460 loss: 2.1460 2022/08/02 16:32:33 - mmengine - INFO - Epoch(train) [16][160/1879] lr: 1.0000e-02 eta: 1 day, 12:09:47 time: 0.2761 data_time: 0.0241 memory: 8198 grad_norm: 4.6716 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9556 loss: 1.9556 2022/08/02 16:32:39 - mmengine - INFO - Epoch(train) [16][180/1879] lr: 1.0000e-02 eta: 1 day, 12:09:39 time: 0.2789 data_time: 0.0226 memory: 8198 grad_norm: 4.8342 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.1295 loss: 2.1295 2022/08/02 16:32:44 - mmengine - INFO - Epoch(train) [16][200/1879] lr: 1.0000e-02 eta: 1 day, 12:09:32 time: 0.2837 data_time: 0.0274 memory: 8198 grad_norm: 4.8990 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0778 loss: 2.0778 2022/08/02 16:32:50 - mmengine - INFO - Epoch(train) [16][220/1879] lr: 1.0000e-02 eta: 1 day, 12:09:30 time: 0.2998 data_time: 0.0252 memory: 8198 grad_norm: 4.9716 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.3360 loss: 2.3360 2022/08/02 16:32:56 - mmengine - INFO - Epoch(train) [16][240/1879] lr: 1.0000e-02 eta: 1 day, 12:09:23 time: 0.2833 data_time: 0.0206 memory: 8198 grad_norm: 4.9975 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0321 loss: 2.0321 2022/08/02 16:33:02 - mmengine - INFO - Epoch(train) [16][260/1879] lr: 1.0000e-02 eta: 1 day, 12:09:14 time: 0.2792 data_time: 0.0224 memory: 8198 grad_norm: 4.9112 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0784 loss: 2.0784 2022/08/02 16:33:07 - mmengine - INFO - Epoch(train) [16][280/1879] lr: 1.0000e-02 eta: 1 day, 12:09:11 time: 0.2950 data_time: 0.0239 memory: 8198 grad_norm: 4.9517 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7927 loss: 1.7927 2022/08/02 16:33:13 - mmengine - INFO - Epoch(train) [16][300/1879] lr: 1.0000e-02 eta: 1 day, 12:09:03 time: 0.2809 data_time: 0.0219 memory: 8198 grad_norm: 4.9449 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2127 loss: 2.2127 2022/08/02 16:33:19 - mmengine - INFO - Epoch(train) [16][320/1879] lr: 1.0000e-02 eta: 1 day, 12:08:55 time: 0.2792 data_time: 0.0197 memory: 8198 grad_norm: 4.9470 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.2812 loss: 2.2812 2022/08/02 16:33:24 - mmengine - INFO - Epoch(train) [16][340/1879] lr: 1.0000e-02 eta: 1 day, 12:08:47 time: 0.2803 data_time: 0.0288 memory: 8198 grad_norm: 5.0092 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1414 loss: 2.1414 2022/08/02 16:33:30 - mmengine - INFO - Epoch(train) [16][360/1879] lr: 1.0000e-02 eta: 1 day, 12:08:39 time: 0.2825 data_time: 0.0242 memory: 8198 grad_norm: 5.0127 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.3149 loss: 2.3149 2022/08/02 16:33:36 - mmengine - INFO - Epoch(train) [16][380/1879] lr: 1.0000e-02 eta: 1 day, 12:08:33 time: 0.2860 data_time: 0.0260 memory: 8198 grad_norm: 4.7641 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.2582 loss: 2.2582 2022/08/02 16:33:41 - mmengine - INFO - Epoch(train) [16][400/1879] lr: 1.0000e-02 eta: 1 day, 12:08:25 time: 0.2821 data_time: 0.0180 memory: 8198 grad_norm: 4.8401 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.1973 loss: 2.1973 2022/08/02 16:33:47 - mmengine - INFO - Epoch(train) [16][420/1879] lr: 1.0000e-02 eta: 1 day, 12:08:20 time: 0.2877 data_time: 0.0237 memory: 8198 grad_norm: 4.9806 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.1374 loss: 2.1374 2022/08/02 16:33:53 - mmengine - INFO - Epoch(train) [16][440/1879] lr: 1.0000e-02 eta: 1 day, 12:08:12 time: 0.2818 data_time: 0.0227 memory: 8198 grad_norm: 4.9754 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.1502 loss: 2.1502 2022/08/02 16:33:59 - mmengine - INFO - Epoch(train) [16][460/1879] lr: 1.0000e-02 eta: 1 day, 12:08:12 time: 0.3063 data_time: 0.0249 memory: 8198 grad_norm: 4.9791 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.1959 loss: 2.1959 2022/08/02 16:34:04 - mmengine - INFO - Epoch(train) [16][480/1879] lr: 1.0000e-02 eta: 1 day, 12:08:05 time: 0.2819 data_time: 0.0209 memory: 8198 grad_norm: 4.9728 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0936 loss: 2.0936 2022/08/02 16:34:10 - mmengine - INFO - Epoch(train) [16][500/1879] lr: 1.0000e-02 eta: 1 day, 12:08:01 time: 0.2936 data_time: 0.0232 memory: 8198 grad_norm: 4.9379 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1698 loss: 2.1698 2022/08/02 16:34:16 - mmengine - INFO - Epoch(train) [16][520/1879] lr: 1.0000e-02 eta: 1 day, 12:07:53 time: 0.2819 data_time: 0.0217 memory: 8198 grad_norm: 4.9470 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 2.0546 loss: 2.0546 2022/08/02 16:34:22 - mmengine - INFO - Epoch(train) [16][540/1879] lr: 1.0000e-02 eta: 1 day, 12:07:46 time: 0.2838 data_time: 0.0225 memory: 8198 grad_norm: 4.9023 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0664 loss: 2.0664 2022/08/02 16:34:27 - mmengine - INFO - Epoch(train) [16][560/1879] lr: 1.0000e-02 eta: 1 day, 12:07:39 time: 0.2821 data_time: 0.0233 memory: 8198 grad_norm: 4.9658 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9492 loss: 1.9492 2022/08/02 16:34:33 - mmengine - INFO - Epoch(train) [16][580/1879] lr: 1.0000e-02 eta: 1 day, 12:07:33 time: 0.2862 data_time: 0.0247 memory: 8198 grad_norm: 4.7989 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1821 loss: 2.1821 2022/08/02 16:34:39 - mmengine - INFO - Epoch(train) [16][600/1879] lr: 1.0000e-02 eta: 1 day, 12:07:26 time: 0.2850 data_time: 0.0259 memory: 8198 grad_norm: 4.7903 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1902 loss: 2.1902 2022/08/02 16:34:44 - mmengine - INFO - Epoch(train) [16][620/1879] lr: 1.0000e-02 eta: 1 day, 12:07:18 time: 0.2804 data_time: 0.0218 memory: 8198 grad_norm: 4.9724 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1082 loss: 2.1082 2022/08/02 16:34:50 - mmengine - INFO - Epoch(train) [16][640/1879] lr: 1.0000e-02 eta: 1 day, 12:07:11 time: 0.2825 data_time: 0.0244 memory: 8198 grad_norm: 5.0078 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2974 loss: 2.2974 2022/08/02 16:34:56 - mmengine - INFO - Epoch(train) [16][660/1879] lr: 1.0000e-02 eta: 1 day, 12:07:07 time: 0.2933 data_time: 0.0264 memory: 8198 grad_norm: 4.9486 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.1166 loss: 2.1166 2022/08/02 16:35:01 - mmengine - INFO - Epoch(train) [16][680/1879] lr: 1.0000e-02 eta: 1 day, 12:06:59 time: 0.2797 data_time: 0.0251 memory: 8198 grad_norm: 4.9426 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2464 loss: 2.2464 2022/08/02 16:35:07 - mmengine - INFO - Epoch(train) [16][700/1879] lr: 1.0000e-02 eta: 1 day, 12:06:52 time: 0.2846 data_time: 0.0237 memory: 8198 grad_norm: 4.9035 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2617 loss: 2.2617 2022/08/02 16:35:13 - mmengine - INFO - Epoch(train) [16][720/1879] lr: 1.0000e-02 eta: 1 day, 12:06:46 time: 0.2881 data_time: 0.0256 memory: 8198 grad_norm: 5.1085 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.3079 loss: 2.3079 2022/08/02 16:35:19 - mmengine - INFO - Epoch(train) [16][740/1879] lr: 1.0000e-02 eta: 1 day, 12:06:41 time: 0.2881 data_time: 0.0257 memory: 8198 grad_norm: 4.8149 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1177 loss: 2.1177 2022/08/02 16:35:24 - mmengine - INFO - Epoch(train) [16][760/1879] lr: 1.0000e-02 eta: 1 day, 12:06:33 time: 0.2794 data_time: 0.0234 memory: 8198 grad_norm: 4.9476 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9587 loss: 1.9587 2022/08/02 16:35:30 - mmengine - INFO - Epoch(train) [16][780/1879] lr: 1.0000e-02 eta: 1 day, 12:06:25 time: 0.2808 data_time: 0.0249 memory: 8198 grad_norm: 4.8021 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9415 loss: 1.9415 2022/08/02 16:35:36 - mmengine - INFO - Epoch(train) [16][800/1879] lr: 1.0000e-02 eta: 1 day, 12:06:18 time: 0.2827 data_time: 0.0242 memory: 8198 grad_norm: 4.8637 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.1085 loss: 2.1085 2022/08/02 16:35:40 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:35:41 - mmengine - INFO - Epoch(train) [16][820/1879] lr: 1.0000e-02 eta: 1 day, 12:06:10 time: 0.2807 data_time: 0.0240 memory: 8198 grad_norm: 4.9436 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9945 loss: 1.9945 2022/08/02 16:35:47 - mmengine - INFO - Epoch(train) [16][840/1879] lr: 1.0000e-02 eta: 1 day, 12:06:03 time: 0.2841 data_time: 0.0231 memory: 8198 grad_norm: 4.9601 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.1655 loss: 2.1655 2022/08/02 16:35:52 - mmengine - INFO - Epoch(train) [16][860/1879] lr: 1.0000e-02 eta: 1 day, 12:05:55 time: 0.2820 data_time: 0.0250 memory: 8198 grad_norm: 4.8565 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0932 loss: 2.0932 2022/08/02 16:35:58 - mmengine - INFO - Epoch(train) [16][880/1879] lr: 1.0000e-02 eta: 1 day, 12:05:47 time: 0.2795 data_time: 0.0235 memory: 8198 grad_norm: 4.9511 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0863 loss: 2.0863 2022/08/02 16:36:04 - mmengine - INFO - Epoch(train) [16][900/1879] lr: 1.0000e-02 eta: 1 day, 12:05:44 time: 0.2965 data_time: 0.0260 memory: 8198 grad_norm: 4.9961 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0931 loss: 2.0931 2022/08/02 16:36:10 - mmengine - INFO - Epoch(train) [16][920/1879] lr: 1.0000e-02 eta: 1 day, 12:05:37 time: 0.2816 data_time: 0.0289 memory: 8198 grad_norm: 4.8617 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8563 loss: 1.8563 2022/08/02 16:36:15 - mmengine - INFO - Epoch(train) [16][940/1879] lr: 1.0000e-02 eta: 1 day, 12:05:31 time: 0.2867 data_time: 0.0351 memory: 8198 grad_norm: 4.9322 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0587 loss: 2.0587 2022/08/02 16:36:21 - mmengine - INFO - Epoch(train) [16][960/1879] lr: 1.0000e-02 eta: 1 day, 12:05:23 time: 0.2802 data_time: 0.0213 memory: 8198 grad_norm: 5.0062 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1712 loss: 2.1712 2022/08/02 16:36:27 - mmengine - INFO - Epoch(train) [16][980/1879] lr: 1.0000e-02 eta: 1 day, 12:05:17 time: 0.2893 data_time: 0.0252 memory: 8198 grad_norm: 4.8387 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0910 loss: 2.0910 2022/08/02 16:36:32 - mmengine - INFO - Epoch(train) [16][1000/1879] lr: 1.0000e-02 eta: 1 day, 12:05:09 time: 0.2802 data_time: 0.0209 memory: 8198 grad_norm: 4.8180 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1300 loss: 2.1300 2022/08/02 16:36:38 - mmengine - INFO - Epoch(train) [16][1020/1879] lr: 1.0000e-02 eta: 1 day, 12:05:06 time: 0.2957 data_time: 0.0345 memory: 8198 grad_norm: 4.9058 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.3500 loss: 2.3500 2022/08/02 16:36:44 - mmengine - INFO - Epoch(train) [16][1040/1879] lr: 1.0000e-02 eta: 1 day, 12:04:58 time: 0.2794 data_time: 0.0214 memory: 8198 grad_norm: 4.8783 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0515 loss: 2.0515 2022/08/02 16:36:50 - mmengine - INFO - Epoch(train) [16][1060/1879] lr: 1.0000e-02 eta: 1 day, 12:04:50 time: 0.2820 data_time: 0.0238 memory: 8198 grad_norm: 4.8569 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1137 loss: 2.1137 2022/08/02 16:36:55 - mmengine - INFO - Epoch(train) [16][1080/1879] lr: 1.0000e-02 eta: 1 day, 12:04:44 time: 0.2839 data_time: 0.0249 memory: 8198 grad_norm: 4.8335 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0960 loss: 2.0960 2022/08/02 16:37:01 - mmengine - INFO - Epoch(train) [16][1100/1879] lr: 1.0000e-02 eta: 1 day, 12:04:36 time: 0.2813 data_time: 0.0212 memory: 8198 grad_norm: 4.8857 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1873 loss: 2.1873 2022/08/02 16:37:07 - mmengine - INFO - Epoch(train) [16][1120/1879] lr: 1.0000e-02 eta: 1 day, 12:04:35 time: 0.3048 data_time: 0.0226 memory: 8198 grad_norm: 4.9891 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0781 loss: 2.0781 2022/08/02 16:37:13 - mmengine - INFO - Epoch(train) [16][1140/1879] lr: 1.0000e-02 eta: 1 day, 12:04:27 time: 0.2786 data_time: 0.0202 memory: 8198 grad_norm: 4.9624 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0803 loss: 2.0803 2022/08/02 16:37:18 - mmengine - INFO - Epoch(train) [16][1160/1879] lr: 1.0000e-02 eta: 1 day, 12:04:20 time: 0.2838 data_time: 0.0214 memory: 8198 grad_norm: 5.0574 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2307 loss: 2.2307 2022/08/02 16:37:24 - mmengine - INFO - Epoch(train) [16][1180/1879] lr: 1.0000e-02 eta: 1 day, 12:04:13 time: 0.2832 data_time: 0.0288 memory: 8198 grad_norm: 4.8914 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0847 loss: 2.0847 2022/08/02 16:37:30 - mmengine - INFO - Epoch(train) [16][1200/1879] lr: 1.0000e-02 eta: 1 day, 12:04:06 time: 0.2826 data_time: 0.0199 memory: 8198 grad_norm: 4.8983 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1801 loss: 2.1801 2022/08/02 16:37:35 - mmengine - INFO - Epoch(train) [16][1220/1879] lr: 1.0000e-02 eta: 1 day, 12:04:00 time: 0.2880 data_time: 0.0232 memory: 8198 grad_norm: 5.0211 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.2370 loss: 2.2370 2022/08/02 16:37:41 - mmengine - INFO - Epoch(train) [16][1240/1879] lr: 1.0000e-02 eta: 1 day, 12:03:54 time: 0.2855 data_time: 0.0217 memory: 8198 grad_norm: 5.0301 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0691 loss: 2.0691 2022/08/02 16:37:47 - mmengine - INFO - Epoch(train) [16][1260/1879] lr: 1.0000e-02 eta: 1 day, 12:03:47 time: 0.2839 data_time: 0.0250 memory: 8198 grad_norm: 4.9545 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8409 loss: 1.8409 2022/08/02 16:37:53 - mmengine - INFO - Epoch(train) [16][1280/1879] lr: 1.0000e-02 eta: 1 day, 12:03:43 time: 0.2938 data_time: 0.0273 memory: 8198 grad_norm: 4.8629 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9542 loss: 1.9542 2022/08/02 16:37:58 - mmengine - INFO - Epoch(train) [16][1300/1879] lr: 1.0000e-02 eta: 1 day, 12:03:36 time: 0.2830 data_time: 0.0261 memory: 8198 grad_norm: 4.9183 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.2154 loss: 2.2154 2022/08/02 16:38:04 - mmengine - INFO - Epoch(train) [16][1320/1879] lr: 1.0000e-02 eta: 1 day, 12:03:27 time: 0.2771 data_time: 0.0199 memory: 8198 grad_norm: 4.8770 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0930 loss: 2.0930 2022/08/02 16:38:09 - mmengine - INFO - Epoch(train) [16][1340/1879] lr: 1.0000e-02 eta: 1 day, 12:03:20 time: 0.2831 data_time: 0.0238 memory: 8198 grad_norm: 4.9754 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1095 loss: 2.1095 2022/08/02 16:38:15 - mmengine - INFO - Epoch(train) [16][1360/1879] lr: 1.0000e-02 eta: 1 day, 12:03:12 time: 0.2798 data_time: 0.0204 memory: 8198 grad_norm: 4.9695 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0784 loss: 2.0784 2022/08/02 16:38:21 - mmengine - INFO - Epoch(train) [16][1380/1879] lr: 1.0000e-02 eta: 1 day, 12:03:06 time: 0.2886 data_time: 0.0292 memory: 8198 grad_norm: 4.9974 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1779 loss: 2.1779 2022/08/02 16:38:26 - mmengine - INFO - Epoch(train) [16][1400/1879] lr: 1.0000e-02 eta: 1 day, 12:02:59 time: 0.2822 data_time: 0.0210 memory: 8198 grad_norm: 4.9796 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2399 loss: 2.2399 2022/08/02 16:38:32 - mmengine - INFO - Epoch(train) [16][1420/1879] lr: 1.0000e-02 eta: 1 day, 12:02:53 time: 0.2849 data_time: 0.0327 memory: 8198 grad_norm: 5.0675 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2723 loss: 2.2723 2022/08/02 16:38:38 - mmengine - INFO - Epoch(train) [16][1440/1879] lr: 1.0000e-02 eta: 1 day, 12:02:46 time: 0.2838 data_time: 0.0194 memory: 8198 grad_norm: 4.9690 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.0125 loss: 2.0125 2022/08/02 16:38:43 - mmengine - INFO - Epoch(train) [16][1460/1879] lr: 1.0000e-02 eta: 1 day, 12:02:38 time: 0.2808 data_time: 0.0248 memory: 8198 grad_norm: 4.9073 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9851 loss: 1.9851 2022/08/02 16:38:49 - mmengine - INFO - Epoch(train) [16][1480/1879] lr: 1.0000e-02 eta: 1 day, 12:02:32 time: 0.2875 data_time: 0.0271 memory: 8198 grad_norm: 4.9932 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0267 loss: 2.0267 2022/08/02 16:38:55 - mmengine - INFO - Epoch(train) [16][1500/1879] lr: 1.0000e-02 eta: 1 day, 12:02:28 time: 0.2915 data_time: 0.0184 memory: 8198 grad_norm: 5.0607 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1845 loss: 2.1845 2022/08/02 16:39:01 - mmengine - INFO - Epoch(train) [16][1520/1879] lr: 1.0000e-02 eta: 1 day, 12:02:20 time: 0.2810 data_time: 0.0163 memory: 8198 grad_norm: 4.8558 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1091 loss: 2.1091 2022/08/02 16:39:06 - mmengine - INFO - Epoch(train) [16][1540/1879] lr: 1.0000e-02 eta: 1 day, 12:02:14 time: 0.2865 data_time: 0.0266 memory: 8198 grad_norm: 4.8533 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0780 loss: 2.0780 2022/08/02 16:39:12 - mmengine - INFO - Epoch(train) [16][1560/1879] lr: 1.0000e-02 eta: 1 day, 12:02:08 time: 0.2879 data_time: 0.0194 memory: 8198 grad_norm: 4.9347 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.3044 loss: 2.3044 2022/08/02 16:39:18 - mmengine - INFO - Epoch(train) [16][1580/1879] lr: 1.0000e-02 eta: 1 day, 12:02:02 time: 0.2867 data_time: 0.0199 memory: 8198 grad_norm: 5.0157 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0052 loss: 2.0052 2022/08/02 16:39:24 - mmengine - INFO - Epoch(train) [16][1600/1879] lr: 1.0000e-02 eta: 1 day, 12:01:56 time: 0.2854 data_time: 0.0178 memory: 8198 grad_norm: 5.0088 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0887 loss: 2.0887 2022/08/02 16:39:29 - mmengine - INFO - Epoch(train) [16][1620/1879] lr: 1.0000e-02 eta: 1 day, 12:01:49 time: 0.2844 data_time: 0.0225 memory: 8198 grad_norm: 4.8412 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9199 loss: 1.9199 2022/08/02 16:39:35 - mmengine - INFO - Epoch(train) [16][1640/1879] lr: 1.0000e-02 eta: 1 day, 12:01:40 time: 0.2766 data_time: 0.0174 memory: 8198 grad_norm: 4.9345 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.1455 loss: 2.1455 2022/08/02 16:39:40 - mmengine - INFO - Epoch(train) [16][1660/1879] lr: 1.0000e-02 eta: 1 day, 12:01:33 time: 0.2825 data_time: 0.0235 memory: 8198 grad_norm: 4.8506 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8871 loss: 1.8871 2022/08/02 16:39:46 - mmengine - INFO - Epoch(train) [16][1680/1879] lr: 1.0000e-02 eta: 1 day, 12:01:27 time: 0.2868 data_time: 0.0249 memory: 8198 grad_norm: 4.9240 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0397 loss: 2.0397 2022/08/02 16:39:52 - mmengine - INFO - Epoch(train) [16][1700/1879] lr: 1.0000e-02 eta: 1 day, 12:01:20 time: 0.2843 data_time: 0.0220 memory: 8198 grad_norm: 4.9117 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.1458 loss: 2.1458 2022/08/02 16:39:58 - mmengine - INFO - Epoch(train) [16][1720/1879] lr: 1.0000e-02 eta: 1 day, 12:01:13 time: 0.2839 data_time: 0.0263 memory: 8198 grad_norm: 4.7519 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3070 loss: 2.3070 2022/08/02 16:40:03 - mmengine - INFO - Epoch(train) [16][1740/1879] lr: 1.0000e-02 eta: 1 day, 12:01:06 time: 0.2825 data_time: 0.0218 memory: 8198 grad_norm: 4.9122 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1051 loss: 2.1051 2022/08/02 16:40:09 - mmengine - INFO - Epoch(train) [16][1760/1879] lr: 1.0000e-02 eta: 1 day, 12:01:01 time: 0.2878 data_time: 0.0231 memory: 8198 grad_norm: 4.8799 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1442 loss: 2.1442 2022/08/02 16:40:15 - mmengine - INFO - Epoch(train) [16][1780/1879] lr: 1.0000e-02 eta: 1 day, 12:00:53 time: 0.2798 data_time: 0.0239 memory: 8198 grad_norm: 4.9113 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1654 loss: 2.1654 2022/08/02 16:40:20 - mmengine - INFO - Epoch(train) [16][1800/1879] lr: 1.0000e-02 eta: 1 day, 12:00:45 time: 0.2806 data_time: 0.0210 memory: 8198 grad_norm: 4.9159 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1763 loss: 2.1763 2022/08/02 16:40:24 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:40:26 - mmengine - INFO - Epoch(train) [16][1820/1879] lr: 1.0000e-02 eta: 1 day, 12:00:42 time: 0.2979 data_time: 0.0204 memory: 8198 grad_norm: 4.9114 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0092 loss: 2.0092 2022/08/02 16:40:32 - mmengine - INFO - Epoch(train) [16][1840/1879] lr: 1.0000e-02 eta: 1 day, 12:00:37 time: 0.2904 data_time: 0.0240 memory: 8198 grad_norm: 4.9100 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.0360 loss: 2.0360 2022/08/02 16:40:38 - mmengine - INFO - Epoch(train) [16][1860/1879] lr: 1.0000e-02 eta: 1 day, 12:00:35 time: 0.2985 data_time: 0.0260 memory: 8198 grad_norm: 4.9305 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2646 loss: 2.2646 2022/08/02 16:40:43 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:40:43 - mmengine - INFO - Epoch(train) [16][1879/1879] lr: 1.0000e-02 eta: 1 day, 12:00:35 time: 0.2554 data_time: 0.0145 memory: 8198 grad_norm: 4.9341 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 2.3190 loss: 2.3190 2022/08/02 16:40:43 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/08/02 16:40:52 - mmengine - INFO - Epoch(train) [17][20/1879] lr: 1.0000e-02 eta: 1 day, 11:59:27 time: 0.3716 data_time: 0.1171 memory: 8198 grad_norm: 4.8945 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 2.1461 loss: 2.1461 2022/08/02 16:40:58 - mmengine - INFO - Epoch(train) [17][40/1879] lr: 1.0000e-02 eta: 1 day, 11:59:21 time: 0.2861 data_time: 0.0230 memory: 8198 grad_norm: 4.8479 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.0827 loss: 2.0827 2022/08/02 16:41:03 - mmengine - INFO - Epoch(train) [17][60/1879] lr: 1.0000e-02 eta: 1 day, 11:59:13 time: 0.2795 data_time: 0.0253 memory: 8198 grad_norm: 4.7988 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.1982 loss: 2.1982 2022/08/02 16:41:09 - mmengine - INFO - Epoch(train) [17][80/1879] lr: 1.0000e-02 eta: 1 day, 11:59:08 time: 0.2913 data_time: 0.0181 memory: 8198 grad_norm: 4.8931 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0725 loss: 2.0725 2022/08/02 16:41:15 - mmengine - INFO - Epoch(train) [17][100/1879] lr: 1.0000e-02 eta: 1 day, 11:58:59 time: 0.2770 data_time: 0.0252 memory: 8198 grad_norm: 4.9404 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1686 loss: 2.1686 2022/08/02 16:41:20 - mmengine - INFO - Epoch(train) [17][120/1879] lr: 1.0000e-02 eta: 1 day, 11:58:51 time: 0.2793 data_time: 0.0214 memory: 8198 grad_norm: 4.9687 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1453 loss: 2.1453 2022/08/02 16:41:26 - mmengine - INFO - Epoch(train) [17][140/1879] lr: 1.0000e-02 eta: 1 day, 11:58:46 time: 0.2881 data_time: 0.0221 memory: 8198 grad_norm: 4.8342 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0353 loss: 2.0353 2022/08/02 16:41:32 - mmengine - INFO - Epoch(train) [17][160/1879] lr: 1.0000e-02 eta: 1 day, 11:58:38 time: 0.2802 data_time: 0.0223 memory: 8198 grad_norm: 4.8933 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.0186 loss: 2.0186 2022/08/02 16:41:37 - mmengine - INFO - Epoch(train) [17][180/1879] lr: 1.0000e-02 eta: 1 day, 11:58:30 time: 0.2811 data_time: 0.0277 memory: 8198 grad_norm: 4.9285 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2025 loss: 2.2025 2022/08/02 16:41:43 - mmengine - INFO - Epoch(train) [17][200/1879] lr: 1.0000e-02 eta: 1 day, 11:58:24 time: 0.2856 data_time: 0.0170 memory: 8198 grad_norm: 4.9092 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1435 loss: 2.1435 2022/08/02 16:41:49 - mmengine - INFO - Epoch(train) [17][220/1879] lr: 1.0000e-02 eta: 1 day, 11:58:25 time: 0.3095 data_time: 0.0232 memory: 8198 grad_norm: 5.0128 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.3039 loss: 2.3039 2022/08/02 16:41:55 - mmengine - INFO - Epoch(train) [17][240/1879] lr: 1.0000e-02 eta: 1 day, 11:58:16 time: 0.2776 data_time: 0.0166 memory: 8198 grad_norm: 4.8872 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1493 loss: 2.1493 2022/08/02 16:42:01 - mmengine - INFO - Epoch(train) [17][260/1879] lr: 1.0000e-02 eta: 1 day, 11:58:09 time: 0.2834 data_time: 0.0239 memory: 8198 grad_norm: 4.9619 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0151 loss: 2.0151 2022/08/02 16:42:06 - mmengine - INFO - Epoch(train) [17][280/1879] lr: 1.0000e-02 eta: 1 day, 11:58:04 time: 0.2884 data_time: 0.0197 memory: 8198 grad_norm: 4.8610 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0783 loss: 2.0783 2022/08/02 16:42:12 - mmengine - INFO - Epoch(train) [17][300/1879] lr: 1.0000e-02 eta: 1 day, 11:57:56 time: 0.2806 data_time: 0.0243 memory: 8198 grad_norm: 4.9953 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0347 loss: 2.0347 2022/08/02 16:42:18 - mmengine - INFO - Epoch(train) [17][320/1879] lr: 1.0000e-02 eta: 1 day, 11:57:49 time: 0.2818 data_time: 0.0203 memory: 8198 grad_norm: 4.9230 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9109 loss: 1.9109 2022/08/02 16:42:23 - mmengine - INFO - Epoch(train) [17][340/1879] lr: 1.0000e-02 eta: 1 day, 11:57:42 time: 0.2826 data_time: 0.0234 memory: 8198 grad_norm: 4.9477 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0771 loss: 2.0771 2022/08/02 16:42:29 - mmengine - INFO - Epoch(train) [17][360/1879] lr: 1.0000e-02 eta: 1 day, 11:57:39 time: 0.2993 data_time: 0.0204 memory: 8198 grad_norm: 5.0385 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2111 loss: 2.2111 2022/08/02 16:42:35 - mmengine - INFO - Epoch(train) [17][380/1879] lr: 1.0000e-02 eta: 1 day, 11:57:32 time: 0.2815 data_time: 0.0258 memory: 8198 grad_norm: 4.9782 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.1473 loss: 2.1473 2022/08/02 16:42:41 - mmengine - INFO - Epoch(train) [17][400/1879] lr: 1.0000e-02 eta: 1 day, 11:57:25 time: 0.2817 data_time: 0.0255 memory: 8198 grad_norm: 5.0150 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3594 loss: 2.3594 2022/08/02 16:42:46 - mmengine - INFO - Epoch(train) [17][420/1879] lr: 1.0000e-02 eta: 1 day, 11:57:20 time: 0.2921 data_time: 0.0263 memory: 8198 grad_norm: 4.8081 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1504 loss: 2.1504 2022/08/02 16:42:52 - mmengine - INFO - Epoch(train) [17][440/1879] lr: 1.0000e-02 eta: 1 day, 11:57:12 time: 0.2780 data_time: 0.0201 memory: 8198 grad_norm: 4.8001 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.2545 loss: 2.2545 2022/08/02 16:42:58 - mmengine - INFO - Epoch(train) [17][460/1879] lr: 1.0000e-02 eta: 1 day, 11:57:05 time: 0.2852 data_time: 0.0227 memory: 8198 grad_norm: 4.9841 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0404 loss: 2.0404 2022/08/02 16:43:03 - mmengine - INFO - Epoch(train) [17][480/1879] lr: 1.0000e-02 eta: 1 day, 11:56:58 time: 0.2805 data_time: 0.0216 memory: 8198 grad_norm: 5.0769 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1116 loss: 2.1116 2022/08/02 16:43:09 - mmengine - INFO - Epoch(train) [17][500/1879] lr: 1.0000e-02 eta: 1 day, 11:56:53 time: 0.2914 data_time: 0.0284 memory: 8198 grad_norm: 4.9681 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 2.0872 loss: 2.0872 2022/08/02 16:43:15 - mmengine - INFO - Epoch(train) [17][520/1879] lr: 1.0000e-02 eta: 1 day, 11:56:46 time: 0.2808 data_time: 0.0215 memory: 8198 grad_norm: 4.9505 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.1292 loss: 2.1292 2022/08/02 16:43:20 - mmengine - INFO - Epoch(train) [17][540/1879] lr: 1.0000e-02 eta: 1 day, 11:56:39 time: 0.2857 data_time: 0.0243 memory: 8198 grad_norm: 4.8691 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1090 loss: 2.1090 2022/08/02 16:43:26 - mmengine - INFO - Epoch(train) [17][560/1879] lr: 1.0000e-02 eta: 1 day, 11:56:32 time: 0.2835 data_time: 0.0252 memory: 8198 grad_norm: 4.9102 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0366 loss: 2.0366 2022/08/02 16:43:32 - mmengine - INFO - Epoch(train) [17][580/1879] lr: 1.0000e-02 eta: 1 day, 11:56:27 time: 0.2894 data_time: 0.0250 memory: 8198 grad_norm: 4.9178 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0698 loss: 2.0698 2022/08/02 16:43:37 - mmengine - INFO - Epoch(train) [17][600/1879] lr: 1.0000e-02 eta: 1 day, 11:56:19 time: 0.2773 data_time: 0.0249 memory: 8198 grad_norm: 4.8422 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9871 loss: 1.9871 2022/08/02 16:43:43 - mmengine - INFO - Epoch(train) [17][620/1879] lr: 1.0000e-02 eta: 1 day, 11:56:12 time: 0.2833 data_time: 0.0264 memory: 8198 grad_norm: 5.0669 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9831 loss: 1.9831 2022/08/02 16:43:49 - mmengine - INFO - Epoch(train) [17][640/1879] lr: 1.0000e-02 eta: 1 day, 11:56:08 time: 0.2929 data_time: 0.0243 memory: 8198 grad_norm: 5.0161 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.3372 loss: 2.3372 2022/08/02 16:43:55 - mmengine - INFO - Epoch(train) [17][660/1879] lr: 1.0000e-02 eta: 1 day, 11:56:00 time: 0.2812 data_time: 0.0249 memory: 8198 grad_norm: 4.9776 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2008 loss: 2.2008 2022/08/02 16:44:00 - mmengine - INFO - Epoch(train) [17][680/1879] lr: 1.0000e-02 eta: 1 day, 11:55:53 time: 0.2810 data_time: 0.0205 memory: 8198 grad_norm: 4.9888 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8964 loss: 1.8964 2022/08/02 16:44:06 - mmengine - INFO - Epoch(train) [17][700/1879] lr: 1.0000e-02 eta: 1 day, 11:55:47 time: 0.2886 data_time: 0.0241 memory: 8198 grad_norm: 4.9922 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2250 loss: 2.2250 2022/08/02 16:44:12 - mmengine - INFO - Epoch(train) [17][720/1879] lr: 1.0000e-02 eta: 1 day, 11:55:40 time: 0.2826 data_time: 0.0252 memory: 8198 grad_norm: 5.0444 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1341 loss: 2.1341 2022/08/02 16:44:17 - mmengine - INFO - Epoch(train) [17][740/1879] lr: 1.0000e-02 eta: 1 day, 11:55:32 time: 0.2810 data_time: 0.0213 memory: 8198 grad_norm: 4.9842 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.1590 loss: 2.1590 2022/08/02 16:44:23 - mmengine - INFO - Epoch(train) [17][760/1879] lr: 1.0000e-02 eta: 1 day, 11:55:25 time: 0.2801 data_time: 0.0216 memory: 8198 grad_norm: 4.8373 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1715 loss: 2.1715 2022/08/02 16:44:29 - mmengine - INFO - Epoch(train) [17][780/1879] lr: 1.0000e-02 eta: 1 day, 11:55:19 time: 0.2864 data_time: 0.0281 memory: 8198 grad_norm: 4.9377 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9295 loss: 1.9295 2022/08/02 16:44:34 - mmengine - INFO - Epoch(train) [17][800/1879] lr: 1.0000e-02 eta: 1 day, 11:55:11 time: 0.2797 data_time: 0.0186 memory: 8198 grad_norm: 4.9582 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0219 loss: 2.0219 2022/08/02 16:44:41 - mmengine - INFO - Epoch(train) [17][820/1879] lr: 1.0000e-02 eta: 1 day, 11:55:18 time: 0.3310 data_time: 0.0244 memory: 8198 grad_norm: 5.0390 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1491 loss: 2.1491 2022/08/02 16:44:47 - mmengine - INFO - Epoch(train) [17][840/1879] lr: 1.0000e-02 eta: 1 day, 11:55:10 time: 0.2810 data_time: 0.0199 memory: 8198 grad_norm: 4.9275 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9444 loss: 1.9444 2022/08/02 16:44:52 - mmengine - INFO - Epoch(train) [17][860/1879] lr: 1.0000e-02 eta: 1 day, 11:55:04 time: 0.2870 data_time: 0.0315 memory: 8198 grad_norm: 4.9401 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0403 loss: 2.0403 2022/08/02 16:44:58 - mmengine - INFO - Epoch(train) [17][880/1879] lr: 1.0000e-02 eta: 1 day, 11:54:56 time: 0.2801 data_time: 0.0269 memory: 8198 grad_norm: 4.9704 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1256 loss: 2.1256 2022/08/02 16:45:03 - mmengine - INFO - Epoch(train) [17][900/1879] lr: 1.0000e-02 eta: 1 day, 11:54:50 time: 0.2831 data_time: 0.0241 memory: 8198 grad_norm: 4.8840 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9490 loss: 1.9490 2022/08/02 16:45:09 - mmengine - INFO - Epoch(train) [17][920/1879] lr: 1.0000e-02 eta: 1 day, 11:54:44 time: 0.2873 data_time: 0.0235 memory: 8198 grad_norm: 4.7865 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1309 loss: 2.1309 2022/08/02 16:45:14 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:45:15 - mmengine - INFO - Epoch(train) [17][940/1879] lr: 1.0000e-02 eta: 1 day, 11:54:38 time: 0.2865 data_time: 0.0215 memory: 8198 grad_norm: 4.8015 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.8675 loss: 1.8675 2022/08/02 16:45:21 - mmengine - INFO - Epoch(train) [17][960/1879] lr: 1.0000e-02 eta: 1 day, 11:54:36 time: 0.2994 data_time: 0.0209 memory: 8198 grad_norm: 4.9535 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4264 loss: 2.4264 2022/08/02 16:45:27 - mmengine - INFO - Epoch(train) [17][980/1879] lr: 1.0000e-02 eta: 1 day, 11:54:28 time: 0.2813 data_time: 0.0259 memory: 8198 grad_norm: 4.8908 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 2.1103 loss: 2.1103 2022/08/02 16:45:32 - mmengine - INFO - Epoch(train) [17][1000/1879] lr: 1.0000e-02 eta: 1 day, 11:54:20 time: 0.2810 data_time: 0.0232 memory: 8198 grad_norm: 4.8834 top1_acc: 0.1875 top5_acc: 0.6875 loss_cls: 2.1390 loss: 2.1390 2022/08/02 16:45:38 - mmengine - INFO - Epoch(train) [17][1020/1879] lr: 1.0000e-02 eta: 1 day, 11:54:15 time: 0.2880 data_time: 0.0268 memory: 8198 grad_norm: 4.8506 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1469 loss: 2.1469 2022/08/02 16:45:44 - mmengine - INFO - Epoch(train) [17][1040/1879] lr: 1.0000e-02 eta: 1 day, 11:54:07 time: 0.2812 data_time: 0.0200 memory: 8198 grad_norm: 4.9996 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0592 loss: 2.0592 2022/08/02 16:45:49 - mmengine - INFO - Epoch(train) [17][1060/1879] lr: 1.0000e-02 eta: 1 day, 11:54:02 time: 0.2899 data_time: 0.0272 memory: 8198 grad_norm: 4.8715 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9361 loss: 1.9361 2022/08/02 16:45:55 - mmengine - INFO - Epoch(train) [17][1080/1879] lr: 1.0000e-02 eta: 1 day, 11:53:55 time: 0.2795 data_time: 0.0217 memory: 8198 grad_norm: 4.9484 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0877 loss: 2.0877 2022/08/02 16:46:01 - mmengine - INFO - Epoch(train) [17][1100/1879] lr: 1.0000e-02 eta: 1 day, 11:53:47 time: 0.2809 data_time: 0.0230 memory: 8198 grad_norm: 4.9659 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0260 loss: 2.0260 2022/08/02 16:46:06 - mmengine - INFO - Epoch(train) [17][1120/1879] lr: 1.0000e-02 eta: 1 day, 11:53:41 time: 0.2855 data_time: 0.0202 memory: 8198 grad_norm: 4.8569 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0588 loss: 2.0588 2022/08/02 16:46:12 - mmengine - INFO - Epoch(train) [17][1140/1879] lr: 1.0000e-02 eta: 1 day, 11:53:34 time: 0.2839 data_time: 0.0257 memory: 8198 grad_norm: 4.8650 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0359 loss: 2.0359 2022/08/02 16:46:18 - mmengine - INFO - Epoch(train) [17][1160/1879] lr: 1.0000e-02 eta: 1 day, 11:53:27 time: 0.2825 data_time: 0.0227 memory: 8198 grad_norm: 4.8978 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2285 loss: 2.2285 2022/08/02 16:46:23 - mmengine - INFO - Epoch(train) [17][1180/1879] lr: 1.0000e-02 eta: 1 day, 11:53:20 time: 0.2822 data_time: 0.0234 memory: 8198 grad_norm: 5.0088 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9502 loss: 1.9502 2022/08/02 16:46:29 - mmengine - INFO - Epoch(train) [17][1200/1879] lr: 1.0000e-02 eta: 1 day, 11:53:13 time: 0.2831 data_time: 0.0224 memory: 8198 grad_norm: 4.8392 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1503 loss: 2.1503 2022/08/02 16:46:35 - mmengine - INFO - Epoch(train) [17][1220/1879] lr: 1.0000e-02 eta: 1 day, 11:53:06 time: 0.2847 data_time: 0.0273 memory: 8198 grad_norm: 4.7567 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0983 loss: 2.0983 2022/08/02 16:46:40 - mmengine - INFO - Epoch(train) [17][1240/1879] lr: 1.0000e-02 eta: 1 day, 11:52:58 time: 0.2800 data_time: 0.0222 memory: 8198 grad_norm: 4.8214 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0961 loss: 2.0961 2022/08/02 16:46:46 - mmengine - INFO - Epoch(train) [17][1260/1879] lr: 1.0000e-02 eta: 1 day, 11:52:53 time: 0.2895 data_time: 0.0234 memory: 8198 grad_norm: 4.7694 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.1480 loss: 2.1480 2022/08/02 16:46:52 - mmengine - INFO - Epoch(train) [17][1280/1879] lr: 1.0000e-02 eta: 1 day, 11:52:46 time: 0.2820 data_time: 0.0181 memory: 8198 grad_norm: 4.8881 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2959 loss: 2.2959 2022/08/02 16:46:57 - mmengine - INFO - Epoch(train) [17][1300/1879] lr: 1.0000e-02 eta: 1 day, 11:52:40 time: 0.2848 data_time: 0.0223 memory: 8198 grad_norm: 4.9411 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9381 loss: 1.9381 2022/08/02 16:47:03 - mmengine - INFO - Epoch(train) [17][1320/1879] lr: 1.0000e-02 eta: 1 day, 11:52:32 time: 0.2824 data_time: 0.0246 memory: 8198 grad_norm: 4.9548 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9674 loss: 1.9674 2022/08/02 16:47:09 - mmengine - INFO - Epoch(train) [17][1340/1879] lr: 1.0000e-02 eta: 1 day, 11:52:28 time: 0.2904 data_time: 0.0290 memory: 8198 grad_norm: 4.9285 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9946 loss: 1.9946 2022/08/02 16:47:15 - mmengine - INFO - Epoch(train) [17][1360/1879] lr: 1.0000e-02 eta: 1 day, 11:52:21 time: 0.2854 data_time: 0.0159 memory: 8198 grad_norm: 4.8911 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2205 loss: 2.2205 2022/08/02 16:47:20 - mmengine - INFO - Epoch(train) [17][1380/1879] lr: 1.0000e-02 eta: 1 day, 11:52:15 time: 0.2837 data_time: 0.0237 memory: 8198 grad_norm: 4.9120 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1237 loss: 2.1237 2022/08/02 16:47:26 - mmengine - INFO - Epoch(train) [17][1400/1879] lr: 1.0000e-02 eta: 1 day, 11:52:07 time: 0.2811 data_time: 0.0221 memory: 8198 grad_norm: 4.9727 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0158 loss: 2.0158 2022/08/02 16:47:32 - mmengine - INFO - Epoch(train) [17][1420/1879] lr: 1.0000e-02 eta: 1 day, 11:52:00 time: 0.2822 data_time: 0.0240 memory: 8198 grad_norm: 4.8977 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9152 loss: 1.9152 2022/08/02 16:47:38 - mmengine - INFO - Epoch(train) [17][1440/1879] lr: 1.0000e-02 eta: 1 day, 11:52:00 time: 0.3060 data_time: 0.0238 memory: 8198 grad_norm: 4.9668 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1278 loss: 2.1278 2022/08/02 16:47:43 - mmengine - INFO - Epoch(train) [17][1460/1879] lr: 1.0000e-02 eta: 1 day, 11:51:51 time: 0.2789 data_time: 0.0284 memory: 8198 grad_norm: 4.8637 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9246 loss: 1.9246 2022/08/02 16:47:49 - mmengine - INFO - Epoch(train) [17][1480/1879] lr: 1.0000e-02 eta: 1 day, 11:51:45 time: 0.2836 data_time: 0.0205 memory: 8198 grad_norm: 5.0034 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1419 loss: 2.1419 2022/08/02 16:47:55 - mmengine - INFO - Epoch(train) [17][1500/1879] lr: 1.0000e-02 eta: 1 day, 11:51:37 time: 0.2817 data_time: 0.0197 memory: 8198 grad_norm: 4.9107 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.1354 loss: 2.1354 2022/08/02 16:48:00 - mmengine - INFO - Epoch(train) [17][1520/1879] lr: 1.0000e-02 eta: 1 day, 11:51:31 time: 0.2861 data_time: 0.0286 memory: 8198 grad_norm: 4.9166 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0465 loss: 2.0465 2022/08/02 16:48:06 - mmengine - INFO - Epoch(train) [17][1540/1879] lr: 1.0000e-02 eta: 1 day, 11:51:23 time: 0.2798 data_time: 0.0246 memory: 8198 grad_norm: 4.9143 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.9326 loss: 1.9326 2022/08/02 16:48:12 - mmengine - INFO - Epoch(train) [17][1560/1879] lr: 1.0000e-02 eta: 1 day, 11:51:17 time: 0.2844 data_time: 0.0216 memory: 8198 grad_norm: 4.8903 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2232 loss: 2.2232 2022/08/02 16:48:17 - mmengine - INFO - Epoch(train) [17][1580/1879] lr: 1.0000e-02 eta: 1 day, 11:51:13 time: 0.2924 data_time: 0.0238 memory: 8198 grad_norm: 4.8375 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1917 loss: 2.1917 2022/08/02 16:48:23 - mmengine - INFO - Epoch(train) [17][1600/1879] lr: 1.0000e-02 eta: 1 day, 11:51:04 time: 0.2792 data_time: 0.0204 memory: 8198 grad_norm: 4.9624 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0831 loss: 2.0831 2022/08/02 16:48:29 - mmengine - INFO - Epoch(train) [17][1620/1879] lr: 1.0000e-02 eta: 1 day, 11:50:59 time: 0.2870 data_time: 0.0244 memory: 8198 grad_norm: 4.9793 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1291 loss: 2.1291 2022/08/02 16:48:34 - mmengine - INFO - Epoch(train) [17][1640/1879] lr: 1.0000e-02 eta: 1 day, 11:50:51 time: 0.2817 data_time: 0.0199 memory: 8198 grad_norm: 4.8413 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 1.9740 loss: 1.9740 2022/08/02 16:48:40 - mmengine - INFO - Epoch(train) [17][1660/1879] lr: 1.0000e-02 eta: 1 day, 11:50:50 time: 0.3034 data_time: 0.0226 memory: 8198 grad_norm: 4.9728 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1164 loss: 2.1164 2022/08/02 16:48:46 - mmengine - INFO - Epoch(train) [17][1680/1879] lr: 1.0000e-02 eta: 1 day, 11:50:43 time: 0.2804 data_time: 0.0253 memory: 8198 grad_norm: 5.0531 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.0417 loss: 2.0417 2022/08/02 16:48:52 - mmengine - INFO - Epoch(train) [17][1700/1879] lr: 1.0000e-02 eta: 1 day, 11:50:35 time: 0.2818 data_time: 0.0253 memory: 8198 grad_norm: 4.8901 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.2484 loss: 2.2484 2022/08/02 16:48:57 - mmengine - INFO - Epoch(train) [17][1720/1879] lr: 1.0000e-02 eta: 1 day, 11:50:29 time: 0.2845 data_time: 0.0192 memory: 8198 grad_norm: 4.9865 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3065 loss: 2.3065 2022/08/02 16:49:03 - mmengine - INFO - Epoch(train) [17][1740/1879] lr: 1.0000e-02 eta: 1 day, 11:50:22 time: 0.2836 data_time: 0.0243 memory: 8198 grad_norm: 4.9169 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1874 loss: 2.1874 2022/08/02 16:49:09 - mmengine - INFO - Epoch(train) [17][1760/1879] lr: 1.0000e-02 eta: 1 day, 11:50:14 time: 0.2780 data_time: 0.0210 memory: 8198 grad_norm: 4.8474 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9167 loss: 1.9167 2022/08/02 16:49:14 - mmengine - INFO - Epoch(train) [17][1780/1879] lr: 1.0000e-02 eta: 1 day, 11:50:06 time: 0.2822 data_time: 0.0281 memory: 8198 grad_norm: 5.0081 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1489 loss: 2.1489 2022/08/02 16:49:20 - mmengine - INFO - Epoch(train) [17][1800/1879] lr: 1.0000e-02 eta: 1 day, 11:50:01 time: 0.2874 data_time: 0.0235 memory: 8198 grad_norm: 4.9081 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0535 loss: 2.0535 2022/08/02 16:49:26 - mmengine - INFO - Epoch(train) [17][1820/1879] lr: 1.0000e-02 eta: 1 day, 11:49:54 time: 0.2831 data_time: 0.0249 memory: 8198 grad_norm: 4.8763 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0338 loss: 2.0338 2022/08/02 16:49:31 - mmengine - INFO - Epoch(train) [17][1840/1879] lr: 1.0000e-02 eta: 1 day, 11:49:46 time: 0.2809 data_time: 0.0191 memory: 8198 grad_norm: 5.0481 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1572 loss: 2.1572 2022/08/02 16:49:37 - mmengine - INFO - Epoch(train) [17][1860/1879] lr: 1.0000e-02 eta: 1 day, 11:49:46 time: 0.3080 data_time: 0.0255 memory: 8198 grad_norm: 4.8670 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0316 loss: 2.0316 2022/08/02 16:49:42 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:49:42 - mmengine - INFO - Epoch(train) [17][1879/1879] lr: 1.0000e-02 eta: 1 day, 11:49:46 time: 0.2517 data_time: 0.0129 memory: 8198 grad_norm: 4.9804 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 2.1728 loss: 2.1728 2022/08/02 16:49:50 - mmengine - INFO - Epoch(train) [18][20/1879] lr: 1.0000e-02 eta: 1 day, 11:48:52 time: 0.4059 data_time: 0.1227 memory: 8198 grad_norm: 4.8952 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1119 loss: 2.1119 2022/08/02 16:49:56 - mmengine - INFO - Epoch(train) [18][40/1879] lr: 1.0000e-02 eta: 1 day, 11:48:46 time: 0.2858 data_time: 0.0209 memory: 8198 grad_norm: 4.9495 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.2301 loss: 2.2301 2022/08/02 16:50:01 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:50:02 - mmengine - INFO - Epoch(train) [18][60/1879] lr: 1.0000e-02 eta: 1 day, 11:48:41 time: 0.2908 data_time: 0.0234 memory: 8198 grad_norm: 4.7693 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0894 loss: 2.0894 2022/08/02 16:50:08 - mmengine - INFO - Epoch(train) [18][80/1879] lr: 1.0000e-02 eta: 1 day, 11:48:37 time: 0.2931 data_time: 0.0210 memory: 8198 grad_norm: 4.8069 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2662 loss: 2.2662 2022/08/02 16:50:14 - mmengine - INFO - Epoch(train) [18][100/1879] lr: 1.0000e-02 eta: 1 day, 11:48:31 time: 0.2867 data_time: 0.0267 memory: 8198 grad_norm: 4.8418 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0376 loss: 2.0376 2022/08/02 16:50:19 - mmengine - INFO - Epoch(train) [18][120/1879] lr: 1.0000e-02 eta: 1 day, 11:48:25 time: 0.2866 data_time: 0.0306 memory: 8198 grad_norm: 4.8146 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.9505 loss: 1.9505 2022/08/02 16:50:25 - mmengine - INFO - Epoch(train) [18][140/1879] lr: 1.0000e-02 eta: 1 day, 11:48:17 time: 0.2794 data_time: 0.0232 memory: 8198 grad_norm: 4.7264 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8819 loss: 1.8819 2022/08/02 16:50:31 - mmengine - INFO - Epoch(train) [18][160/1879] lr: 1.0000e-02 eta: 1 day, 11:48:10 time: 0.2809 data_time: 0.0213 memory: 8198 grad_norm: 4.8474 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1981 loss: 2.1981 2022/08/02 16:50:36 - mmengine - INFO - Epoch(train) [18][180/1879] lr: 1.0000e-02 eta: 1 day, 11:48:03 time: 0.2816 data_time: 0.0228 memory: 8198 grad_norm: 4.9231 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0453 loss: 2.0453 2022/08/02 16:50:42 - mmengine - INFO - Epoch(train) [18][200/1879] lr: 1.0000e-02 eta: 1 day, 11:47:56 time: 0.2832 data_time: 0.0213 memory: 8198 grad_norm: 5.0659 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1797 loss: 2.1797 2022/08/02 16:50:48 - mmengine - INFO - Epoch(train) [18][220/1879] lr: 1.0000e-02 eta: 1 day, 11:47:51 time: 0.2891 data_time: 0.0254 memory: 8198 grad_norm: 4.9424 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.0993 loss: 2.0993 2022/08/02 16:50:53 - mmengine - INFO - Epoch(train) [18][240/1879] lr: 1.0000e-02 eta: 1 day, 11:47:43 time: 0.2798 data_time: 0.0242 memory: 8198 grad_norm: 4.9707 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0968 loss: 2.0968 2022/08/02 16:50:59 - mmengine - INFO - Epoch(train) [18][260/1879] lr: 1.0000e-02 eta: 1 day, 11:47:35 time: 0.2791 data_time: 0.0215 memory: 8198 grad_norm: 4.8246 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.1108 loss: 2.1108 2022/08/02 16:51:04 - mmengine - INFO - Epoch(train) [18][280/1879] lr: 1.0000e-02 eta: 1 day, 11:47:27 time: 0.2810 data_time: 0.0226 memory: 8198 grad_norm: 4.9206 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9276 loss: 1.9276 2022/08/02 16:51:10 - mmengine - INFO - Epoch(train) [18][300/1879] lr: 1.0000e-02 eta: 1 day, 11:47:24 time: 0.2969 data_time: 0.0236 memory: 8198 grad_norm: 5.1391 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9918 loss: 1.9918 2022/08/02 16:51:16 - mmengine - INFO - Epoch(train) [18][320/1879] lr: 1.0000e-02 eta: 1 day, 11:47:17 time: 0.2804 data_time: 0.0226 memory: 8198 grad_norm: 5.0337 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1906 loss: 2.1906 2022/08/02 16:51:22 - mmengine - INFO - Epoch(train) [18][340/1879] lr: 1.0000e-02 eta: 1 day, 11:47:10 time: 0.2834 data_time: 0.0251 memory: 8198 grad_norm: 4.8607 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.2281 loss: 2.2281 2022/08/02 16:51:28 - mmengine - INFO - Epoch(train) [18][360/1879] lr: 1.0000e-02 eta: 1 day, 11:47:10 time: 0.3065 data_time: 0.0211 memory: 8198 grad_norm: 5.0150 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0828 loss: 2.0828 2022/08/02 16:51:33 - mmengine - INFO - Epoch(train) [18][380/1879] lr: 1.0000e-02 eta: 1 day, 11:47:02 time: 0.2787 data_time: 0.0251 memory: 8198 grad_norm: 5.0138 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.2117 loss: 2.2117 2022/08/02 16:51:39 - mmengine - INFO - Epoch(train) [18][400/1879] lr: 1.0000e-02 eta: 1 day, 11:46:54 time: 0.2812 data_time: 0.0209 memory: 8198 grad_norm: 4.8523 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9715 loss: 1.9715 2022/08/02 16:51:45 - mmengine - INFO - Epoch(train) [18][420/1879] lr: 1.0000e-02 eta: 1 day, 11:46:47 time: 0.2818 data_time: 0.0232 memory: 8198 grad_norm: 5.0306 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2050 loss: 2.2050 2022/08/02 16:51:50 - mmengine - INFO - Epoch(train) [18][440/1879] lr: 1.0000e-02 eta: 1 day, 11:46:41 time: 0.2843 data_time: 0.0237 memory: 8198 grad_norm: 5.0696 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1726 loss: 2.1726 2022/08/02 16:51:56 - mmengine - INFO - Epoch(train) [18][460/1879] lr: 1.0000e-02 eta: 1 day, 11:46:34 time: 0.2840 data_time: 0.0226 memory: 8198 grad_norm: 4.8451 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8526 loss: 1.8526 2022/08/02 16:52:02 - mmengine - INFO - Epoch(train) [18][480/1879] lr: 1.0000e-02 eta: 1 day, 11:46:26 time: 0.2807 data_time: 0.0206 memory: 8198 grad_norm: 5.0195 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1009 loss: 2.1009 2022/08/02 16:52:08 - mmengine - INFO - Epoch(train) [18][500/1879] lr: 1.0000e-02 eta: 1 day, 11:46:27 time: 0.3081 data_time: 0.0216 memory: 8198 grad_norm: 4.8669 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0894 loss: 2.0894 2022/08/02 16:52:13 - mmengine - INFO - Epoch(train) [18][520/1879] lr: 1.0000e-02 eta: 1 day, 11:46:18 time: 0.2784 data_time: 0.0220 memory: 8198 grad_norm: 4.9412 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0205 loss: 2.0205 2022/08/02 16:52:19 - mmengine - INFO - Epoch(train) [18][540/1879] lr: 1.0000e-02 eta: 1 day, 11:46:11 time: 0.2798 data_time: 0.0220 memory: 8198 grad_norm: 4.9390 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0560 loss: 2.0560 2022/08/02 16:52:25 - mmengine - INFO - Epoch(train) [18][560/1879] lr: 1.0000e-02 eta: 1 day, 11:46:03 time: 0.2792 data_time: 0.0212 memory: 8198 grad_norm: 4.9679 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2282 loss: 2.2282 2022/08/02 16:52:30 - mmengine - INFO - Epoch(train) [18][580/1879] lr: 1.0000e-02 eta: 1 day, 11:45:58 time: 0.2917 data_time: 0.0237 memory: 8198 grad_norm: 4.8719 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8333 loss: 1.8333 2022/08/02 16:52:36 - mmengine - INFO - Epoch(train) [18][600/1879] lr: 1.0000e-02 eta: 1 day, 11:45:53 time: 0.2900 data_time: 0.0358 memory: 8198 grad_norm: 4.9726 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0477 loss: 2.0477 2022/08/02 16:52:42 - mmengine - INFO - Epoch(train) [18][620/1879] lr: 1.0000e-02 eta: 1 day, 11:45:46 time: 0.2805 data_time: 0.0246 memory: 8198 grad_norm: 4.9635 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.2703 loss: 2.2703 2022/08/02 16:52:48 - mmengine - INFO - Epoch(train) [18][640/1879] lr: 1.0000e-02 eta: 1 day, 11:45:42 time: 0.2934 data_time: 0.0245 memory: 8198 grad_norm: 5.0145 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1376 loss: 2.1376 2022/08/02 16:52:53 - mmengine - INFO - Epoch(train) [18][660/1879] lr: 1.0000e-02 eta: 1 day, 11:45:34 time: 0.2813 data_time: 0.0209 memory: 8198 grad_norm: 4.9277 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8625 loss: 1.8625 2022/08/02 16:52:59 - mmengine - INFO - Epoch(train) [18][680/1879] lr: 1.0000e-02 eta: 1 day, 11:45:31 time: 0.2958 data_time: 0.0205 memory: 8198 grad_norm: 4.9921 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9850 loss: 1.9850 2022/08/02 16:53:05 - mmengine - INFO - Epoch(train) [18][700/1879] lr: 1.0000e-02 eta: 1 day, 11:45:23 time: 0.2795 data_time: 0.0226 memory: 8198 grad_norm: 5.0266 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9446 loss: 1.9446 2022/08/02 16:53:11 - mmengine - INFO - Epoch(train) [18][720/1879] lr: 1.0000e-02 eta: 1 day, 11:45:17 time: 0.2842 data_time: 0.0252 memory: 8198 grad_norm: 4.7846 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.8872 loss: 1.8872 2022/08/02 16:53:16 - mmengine - INFO - Epoch(train) [18][740/1879] lr: 1.0000e-02 eta: 1 day, 11:45:09 time: 0.2800 data_time: 0.0278 memory: 8198 grad_norm: 4.9914 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0047 loss: 2.0047 2022/08/02 16:53:22 - mmengine - INFO - Epoch(train) [18][760/1879] lr: 1.0000e-02 eta: 1 day, 11:45:03 time: 0.2844 data_time: 0.0208 memory: 8198 grad_norm: 4.9870 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8862 loss: 1.8862 2022/08/02 16:53:28 - mmengine - INFO - Epoch(train) [18][780/1879] lr: 1.0000e-02 eta: 1 day, 11:44:57 time: 0.2866 data_time: 0.0238 memory: 8198 grad_norm: 4.8897 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9454 loss: 1.9454 2022/08/02 16:53:33 - mmengine - INFO - Epoch(train) [18][800/1879] lr: 1.0000e-02 eta: 1 day, 11:44:49 time: 0.2786 data_time: 0.0222 memory: 8198 grad_norm: 4.9602 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 2.2124 loss: 2.2124 2022/08/02 16:53:39 - mmengine - INFO - Epoch(train) [18][820/1879] lr: 1.0000e-02 eta: 1 day, 11:44:41 time: 0.2820 data_time: 0.0222 memory: 8198 grad_norm: 4.8729 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0767 loss: 2.0767 2022/08/02 16:53:44 - mmengine - INFO - Epoch(train) [18][840/1879] lr: 1.0000e-02 eta: 1 day, 11:44:34 time: 0.2801 data_time: 0.0224 memory: 8198 grad_norm: 5.0903 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9850 loss: 1.9850 2022/08/02 16:53:50 - mmengine - INFO - Epoch(train) [18][860/1879] lr: 1.0000e-02 eta: 1 day, 11:44:28 time: 0.2875 data_time: 0.0239 memory: 8198 grad_norm: 5.0645 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1652 loss: 2.1652 2022/08/02 16:53:56 - mmengine - INFO - Epoch(train) [18][880/1879] lr: 1.0000e-02 eta: 1 day, 11:44:24 time: 0.2911 data_time: 0.0233 memory: 8198 grad_norm: 4.9238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2122 loss: 2.2122 2022/08/02 16:54:02 - mmengine - INFO - Epoch(train) [18][900/1879] lr: 1.0000e-02 eta: 1 day, 11:44:16 time: 0.2816 data_time: 0.0222 memory: 8198 grad_norm: 4.9401 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0352 loss: 2.0352 2022/08/02 16:54:08 - mmengine - INFO - Epoch(train) [18][920/1879] lr: 1.0000e-02 eta: 1 day, 11:44:13 time: 0.2965 data_time: 0.0273 memory: 8198 grad_norm: 4.8375 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0359 loss: 2.0359 2022/08/02 16:54:13 - mmengine - INFO - Epoch(train) [18][940/1879] lr: 1.0000e-02 eta: 1 day, 11:44:05 time: 0.2790 data_time: 0.0236 memory: 8198 grad_norm: 4.7993 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0822 loss: 2.0822 2022/08/02 16:54:19 - mmengine - INFO - Epoch(train) [18][960/1879] lr: 1.0000e-02 eta: 1 day, 11:43:58 time: 0.2832 data_time: 0.0173 memory: 8198 grad_norm: 5.0876 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1610 loss: 2.1610 2022/08/02 16:54:24 - mmengine - INFO - Epoch(train) [18][980/1879] lr: 1.0000e-02 eta: 1 day, 11:43:51 time: 0.2811 data_time: 0.0212 memory: 8198 grad_norm: 4.9304 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0303 loss: 2.0303 2022/08/02 16:54:30 - mmengine - INFO - Epoch(train) [18][1000/1879] lr: 1.0000e-02 eta: 1 day, 11:43:48 time: 0.2980 data_time: 0.0273 memory: 8198 grad_norm: 4.8997 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.3494 loss: 2.3494 2022/08/02 16:54:36 - mmengine - INFO - Epoch(train) [18][1020/1879] lr: 1.0000e-02 eta: 1 day, 11:43:41 time: 0.2819 data_time: 0.0200 memory: 8198 grad_norm: 4.9690 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1737 loss: 2.1737 2022/08/02 16:54:42 - mmengine - INFO - Epoch(train) [18][1040/1879] lr: 1.0000e-02 eta: 1 day, 11:43:35 time: 0.2852 data_time: 0.0217 memory: 8198 grad_norm: 4.8926 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1695 loss: 2.1695 2022/08/02 16:54:47 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:54:47 - mmengine - INFO - Epoch(train) [18][1060/1879] lr: 1.0000e-02 eta: 1 day, 11:43:30 time: 0.2897 data_time: 0.0219 memory: 8198 grad_norm: 5.0140 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.0905 loss: 2.0905 2022/08/02 16:54:53 - mmengine - INFO - Epoch(train) [18][1080/1879] lr: 1.0000e-02 eta: 1 day, 11:43:24 time: 0.2865 data_time: 0.0227 memory: 8198 grad_norm: 4.9076 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9857 loss: 1.9857 2022/08/02 16:54:59 - mmengine - INFO - Epoch(train) [18][1100/1879] lr: 1.0000e-02 eta: 1 day, 11:43:16 time: 0.2799 data_time: 0.0251 memory: 8198 grad_norm: 4.8119 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.0864 loss: 2.0864 2022/08/02 16:55:04 - mmengine - INFO - Epoch(train) [18][1120/1879] lr: 1.0000e-02 eta: 1 day, 11:43:09 time: 0.2802 data_time: 0.0211 memory: 8198 grad_norm: 4.9219 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.0469 loss: 2.0469 2022/08/02 16:55:10 - mmengine - INFO - Epoch(train) [18][1140/1879] lr: 1.0000e-02 eta: 1 day, 11:43:04 time: 0.2923 data_time: 0.0206 memory: 8198 grad_norm: 4.9677 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9861 loss: 1.9861 2022/08/02 16:55:16 - mmengine - INFO - Epoch(train) [18][1160/1879] lr: 1.0000e-02 eta: 1 day, 11:42:56 time: 0.2758 data_time: 0.0206 memory: 8198 grad_norm: 4.8817 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8874 loss: 1.8874 2022/08/02 16:55:22 - mmengine - INFO - Epoch(train) [18][1180/1879] lr: 1.0000e-02 eta: 1 day, 11:42:53 time: 0.2970 data_time: 0.0257 memory: 8198 grad_norm: 4.8430 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2116 loss: 2.2116 2022/08/02 16:55:28 - mmengine - INFO - Epoch(train) [18][1200/1879] lr: 1.0000e-02 eta: 1 day, 11:42:56 time: 0.3202 data_time: 0.0221 memory: 8198 grad_norm: 4.7642 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0832 loss: 2.0832 2022/08/02 16:55:34 - mmengine - INFO - Epoch(train) [18][1220/1879] lr: 1.0000e-02 eta: 1 day, 11:42:47 time: 0.2758 data_time: 0.0245 memory: 8198 grad_norm: 4.8601 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0805 loss: 2.0805 2022/08/02 16:55:39 - mmengine - INFO - Epoch(train) [18][1240/1879] lr: 1.0000e-02 eta: 1 day, 11:42:39 time: 0.2780 data_time: 0.0190 memory: 8198 grad_norm: 4.9500 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9799 loss: 1.9799 2022/08/02 16:55:45 - mmengine - INFO - Epoch(train) [18][1260/1879] lr: 1.0000e-02 eta: 1 day, 11:42:32 time: 0.2830 data_time: 0.0257 memory: 8198 grad_norm: 5.0094 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0877 loss: 2.0877 2022/08/02 16:55:51 - mmengine - INFO - Epoch(train) [18][1280/1879] lr: 1.0000e-02 eta: 1 day, 11:42:30 time: 0.2993 data_time: 0.0249 memory: 8198 grad_norm: 4.8360 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8521 loss: 1.8521 2022/08/02 16:55:57 - mmengine - INFO - Epoch(train) [18][1300/1879] lr: 1.0000e-02 eta: 1 day, 11:42:22 time: 0.2810 data_time: 0.0250 memory: 8198 grad_norm: 4.8081 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9495 loss: 1.9495 2022/08/02 16:56:02 - mmengine - INFO - Epoch(train) [18][1320/1879] lr: 1.0000e-02 eta: 1 day, 11:42:14 time: 0.2795 data_time: 0.0207 memory: 8198 grad_norm: 4.9091 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1138 loss: 2.1138 2022/08/02 16:56:08 - mmengine - INFO - Epoch(train) [18][1340/1879] lr: 1.0000e-02 eta: 1 day, 11:42:09 time: 0.2898 data_time: 0.0245 memory: 8198 grad_norm: 4.9204 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9837 loss: 1.9837 2022/08/02 16:56:14 - mmengine - INFO - Epoch(train) [18][1360/1879] lr: 1.0000e-02 eta: 1 day, 11:42:02 time: 0.2796 data_time: 0.0253 memory: 8198 grad_norm: 4.9033 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9767 loss: 1.9767 2022/08/02 16:56:19 - mmengine - INFO - Epoch(train) [18][1380/1879] lr: 1.0000e-02 eta: 1 day, 11:41:54 time: 0.2819 data_time: 0.0232 memory: 8198 grad_norm: 4.9209 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1302 loss: 2.1302 2022/08/02 16:56:25 - mmengine - INFO - Epoch(train) [18][1400/1879] lr: 1.0000e-02 eta: 1 day, 11:41:47 time: 0.2824 data_time: 0.0240 memory: 8198 grad_norm: 4.9504 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2652 loss: 2.2652 2022/08/02 16:56:31 - mmengine - INFO - Epoch(train) [18][1420/1879] lr: 1.0000e-02 eta: 1 day, 11:41:42 time: 0.2890 data_time: 0.0244 memory: 8198 grad_norm: 4.7009 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9625 loss: 1.9625 2022/08/02 16:56:36 - mmengine - INFO - Epoch(train) [18][1440/1879] lr: 1.0000e-02 eta: 1 day, 11:41:35 time: 0.2802 data_time: 0.0266 memory: 8198 grad_norm: 4.8297 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1167 loss: 2.1167 2022/08/02 16:56:42 - mmengine - INFO - Epoch(train) [18][1460/1879] lr: 1.0000e-02 eta: 1 day, 11:41:28 time: 0.2849 data_time: 0.0235 memory: 8198 grad_norm: 4.8828 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1053 loss: 2.1053 2022/08/02 16:56:48 - mmengine - INFO - Epoch(train) [18][1480/1879] lr: 1.0000e-02 eta: 1 day, 11:41:32 time: 0.3216 data_time: 0.0232 memory: 8198 grad_norm: 4.8388 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.0193 loss: 2.0193 2022/08/02 16:56:54 - mmengine - INFO - Epoch(train) [18][1500/1879] lr: 1.0000e-02 eta: 1 day, 11:41:23 time: 0.2753 data_time: 0.0203 memory: 8198 grad_norm: 4.8728 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1048 loss: 2.1048 2022/08/02 16:56:59 - mmengine - INFO - Epoch(train) [18][1520/1879] lr: 1.0000e-02 eta: 1 day, 11:41:15 time: 0.2792 data_time: 0.0246 memory: 8198 grad_norm: 4.7962 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9798 loss: 1.9798 2022/08/02 16:57:05 - mmengine - INFO - Epoch(train) [18][1540/1879] lr: 1.0000e-02 eta: 1 day, 11:41:08 time: 0.2809 data_time: 0.0189 memory: 8198 grad_norm: 4.8944 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9548 loss: 1.9548 2022/08/02 16:57:11 - mmengine - INFO - Epoch(train) [18][1560/1879] lr: 1.0000e-02 eta: 1 day, 11:41:06 time: 0.3029 data_time: 0.0211 memory: 8198 grad_norm: 4.9035 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0453 loss: 2.0453 2022/08/02 16:57:17 - mmengine - INFO - Epoch(train) [18][1580/1879] lr: 1.0000e-02 eta: 1 day, 11:40:59 time: 0.2811 data_time: 0.0225 memory: 8198 grad_norm: 4.8652 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1077 loss: 2.1077 2022/08/02 16:57:22 - mmengine - INFO - Epoch(train) [18][1600/1879] lr: 1.0000e-02 eta: 1 day, 11:40:52 time: 0.2813 data_time: 0.0244 memory: 8198 grad_norm: 4.9356 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1048 loss: 2.1048 2022/08/02 16:57:28 - mmengine - INFO - Epoch(train) [18][1620/1879] lr: 1.0000e-02 eta: 1 day, 11:40:47 time: 0.2893 data_time: 0.0238 memory: 8198 grad_norm: 4.9433 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8881 loss: 1.8881 2022/08/02 16:57:34 - mmengine - INFO - Epoch(train) [18][1640/1879] lr: 1.0000e-02 eta: 1 day, 11:40:39 time: 0.2791 data_time: 0.0213 memory: 8198 grad_norm: 4.8920 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0502 loss: 2.0502 2022/08/02 16:57:39 - mmengine - INFO - Epoch(train) [18][1660/1879] lr: 1.0000e-02 eta: 1 day, 11:40:31 time: 0.2812 data_time: 0.0223 memory: 8198 grad_norm: 4.8575 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9673 loss: 1.9673 2022/08/02 16:57:45 - mmengine - INFO - Epoch(train) [18][1680/1879] lr: 1.0000e-02 eta: 1 day, 11:40:24 time: 0.2814 data_time: 0.0220 memory: 8198 grad_norm: 4.9175 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8828 loss: 1.8828 2022/08/02 16:57:51 - mmengine - INFO - Epoch(train) [18][1700/1879] lr: 1.0000e-02 eta: 1 day, 11:40:18 time: 0.2867 data_time: 0.0221 memory: 8198 grad_norm: 4.9673 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.2059 loss: 2.2059 2022/08/02 16:57:56 - mmengine - INFO - Epoch(train) [18][1720/1879] lr: 1.0000e-02 eta: 1 day, 11:40:10 time: 0.2777 data_time: 0.0214 memory: 8198 grad_norm: 4.9551 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 2.0293 loss: 2.0293 2022/08/02 16:58:02 - mmengine - INFO - Epoch(train) [18][1740/1879] lr: 1.0000e-02 eta: 1 day, 11:40:03 time: 0.2822 data_time: 0.0236 memory: 8198 grad_norm: 4.8991 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0363 loss: 2.0363 2022/08/02 16:58:08 - mmengine - INFO - Epoch(train) [18][1760/1879] lr: 1.0000e-02 eta: 1 day, 11:39:58 time: 0.2889 data_time: 0.0198 memory: 8198 grad_norm: 4.9586 top1_acc: 0.4375 top5_acc: 1.0000 loss_cls: 1.8806 loss: 1.8806 2022/08/02 16:58:13 - mmengine - INFO - Epoch(train) [18][1780/1879] lr: 1.0000e-02 eta: 1 day, 11:39:50 time: 0.2810 data_time: 0.0230 memory: 8198 grad_norm: 4.8881 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.0254 loss: 2.0254 2022/08/02 16:58:19 - mmengine - INFO - Epoch(train) [18][1800/1879] lr: 1.0000e-02 eta: 1 day, 11:39:44 time: 0.2856 data_time: 0.0285 memory: 8198 grad_norm: 4.8049 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.1022 loss: 2.1022 2022/08/02 16:58:26 - mmengine - INFO - Epoch(train) [18][1820/1879] lr: 1.0000e-02 eta: 1 day, 11:39:57 time: 0.3574 data_time: 0.0210 memory: 8198 grad_norm: 4.8841 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0581 loss: 2.0581 2022/08/02 16:58:32 - mmengine - INFO - Epoch(train) [18][1840/1879] lr: 1.0000e-02 eta: 1 day, 11:39:56 time: 0.3053 data_time: 0.0181 memory: 8198 grad_norm: 4.9235 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0525 loss: 2.0525 2022/08/02 16:58:38 - mmengine - INFO - Epoch(train) [18][1860/1879] lr: 1.0000e-02 eta: 1 day, 11:39:51 time: 0.2879 data_time: 0.0265 memory: 8198 grad_norm: 4.8748 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.3612 loss: 2.3612 2022/08/02 16:58:43 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:58:43 - mmengine - INFO - Epoch(train) [18][1879/1879] lr: 1.0000e-02 eta: 1 day, 11:39:51 time: 0.2504 data_time: 0.0147 memory: 8198 grad_norm: 4.9439 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 2.0210 loss: 2.0210 2022/08/02 16:58:52 - mmengine - INFO - Epoch(train) [19][20/1879] lr: 1.0000e-02 eta: 1 day, 11:39:10 time: 0.4497 data_time: 0.1041 memory: 8198 grad_norm: 4.9656 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0765 loss: 2.0765 2022/08/02 16:58:58 - mmengine - INFO - Epoch(train) [19][40/1879] lr: 1.0000e-02 eta: 1 day, 11:39:04 time: 0.2825 data_time: 0.0225 memory: 8198 grad_norm: 4.9593 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1589 loss: 2.1589 2022/08/02 16:59:03 - mmengine - INFO - Epoch(train) [19][60/1879] lr: 1.0000e-02 eta: 1 day, 11:38:56 time: 0.2817 data_time: 0.0291 memory: 8198 grad_norm: 4.8438 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.0627 loss: 2.0627 2022/08/02 16:59:09 - mmengine - INFO - Epoch(train) [19][80/1879] lr: 1.0000e-02 eta: 1 day, 11:38:52 time: 0.2913 data_time: 0.0209 memory: 8198 grad_norm: 4.9040 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0448 loss: 2.0448 2022/08/02 16:59:15 - mmengine - INFO - Epoch(train) [19][100/1879] lr: 1.0000e-02 eta: 1 day, 11:38:44 time: 0.2791 data_time: 0.0231 memory: 8198 grad_norm: 4.8835 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8679 loss: 1.8679 2022/08/02 16:59:21 - mmengine - INFO - Epoch(train) [19][120/1879] lr: 1.0000e-02 eta: 1 day, 11:38:40 time: 0.2949 data_time: 0.0228 memory: 8198 grad_norm: 4.6720 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9669 loss: 1.9669 2022/08/02 16:59:26 - mmengine - INFO - Epoch(train) [19][140/1879] lr: 1.0000e-02 eta: 1 day, 11:38:33 time: 0.2807 data_time: 0.0217 memory: 8198 grad_norm: 4.7763 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8392 loss: 1.8392 2022/08/02 16:59:32 - mmengine - INFO - Epoch(train) [19][160/1879] lr: 1.0000e-02 eta: 1 day, 11:38:26 time: 0.2815 data_time: 0.0243 memory: 8198 grad_norm: 4.8133 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0715 loss: 2.0715 2022/08/02 16:59:37 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 16:59:37 - mmengine - INFO - Epoch(train) [19][180/1879] lr: 1.0000e-02 eta: 1 day, 11:38:18 time: 0.2799 data_time: 0.0219 memory: 8198 grad_norm: 4.7401 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8167 loss: 1.8167 2022/08/02 16:59:43 - mmengine - INFO - Epoch(train) [19][200/1879] lr: 1.0000e-02 eta: 1 day, 11:38:11 time: 0.2808 data_time: 0.0217 memory: 8198 grad_norm: 4.9818 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9685 loss: 1.9685 2022/08/02 16:59:49 - mmengine - INFO - Epoch(train) [19][220/1879] lr: 1.0000e-02 eta: 1 day, 11:38:07 time: 0.2962 data_time: 0.0238 memory: 8198 grad_norm: 5.0177 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1539 loss: 2.1539 2022/08/02 16:59:55 - mmengine - INFO - Epoch(train) [19][240/1879] lr: 1.0000e-02 eta: 1 day, 11:38:00 time: 0.2816 data_time: 0.0199 memory: 8198 grad_norm: 5.1404 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.1650 loss: 2.1650 2022/08/02 17:00:00 - mmengine - INFO - Epoch(train) [19][260/1879] lr: 1.0000e-02 eta: 1 day, 11:37:53 time: 0.2799 data_time: 0.0224 memory: 8198 grad_norm: 4.8053 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9195 loss: 1.9195 2022/08/02 17:00:06 - mmengine - INFO - Epoch(train) [19][280/1879] lr: 1.0000e-02 eta: 1 day, 11:37:46 time: 0.2825 data_time: 0.0202 memory: 8198 grad_norm: 4.9588 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1889 loss: 2.1889 2022/08/02 17:00:12 - mmengine - INFO - Epoch(train) [19][300/1879] lr: 1.0000e-02 eta: 1 day, 11:37:40 time: 0.2880 data_time: 0.0225 memory: 8198 grad_norm: 4.9109 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9838 loss: 1.9838 2022/08/02 17:00:17 - mmengine - INFO - Epoch(train) [19][320/1879] lr: 1.0000e-02 eta: 1 day, 11:37:32 time: 0.2778 data_time: 0.0230 memory: 8198 grad_norm: 4.7663 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8029 loss: 1.8029 2022/08/02 17:00:23 - mmengine - INFO - Epoch(train) [19][340/1879] lr: 1.0000e-02 eta: 1 day, 11:37:27 time: 0.2900 data_time: 0.0300 memory: 8198 grad_norm: 5.1460 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8585 loss: 1.8585 2022/08/02 17:00:29 - mmengine - INFO - Epoch(train) [19][360/1879] lr: 1.0000e-02 eta: 1 day, 11:37:22 time: 0.2881 data_time: 0.0174 memory: 8198 grad_norm: 4.8686 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1009 loss: 2.1009 2022/08/02 17:00:34 - mmengine - INFO - Epoch(train) [19][380/1879] lr: 1.0000e-02 eta: 1 day, 11:37:15 time: 0.2833 data_time: 0.0207 memory: 8198 grad_norm: 4.9215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0779 loss: 2.0779 2022/08/02 17:00:40 - mmengine - INFO - Epoch(train) [19][400/1879] lr: 1.0000e-02 eta: 1 day, 11:37:09 time: 0.2862 data_time: 0.0268 memory: 8198 grad_norm: 5.0301 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1441 loss: 2.1441 2022/08/02 17:00:46 - mmengine - INFO - Epoch(train) [19][420/1879] lr: 1.0000e-02 eta: 1 day, 11:37:01 time: 0.2787 data_time: 0.0213 memory: 8198 grad_norm: 4.9781 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9968 loss: 1.9968 2022/08/02 17:00:51 - mmengine - INFO - Epoch(train) [19][440/1879] lr: 1.0000e-02 eta: 1 day, 11:36:54 time: 0.2817 data_time: 0.0252 memory: 8198 grad_norm: 5.0471 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.0311 loss: 2.0311 2022/08/02 17:00:57 - mmengine - INFO - Epoch(train) [19][460/1879] lr: 1.0000e-02 eta: 1 day, 11:36:47 time: 0.2828 data_time: 0.0213 memory: 8198 grad_norm: 4.7248 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1211 loss: 2.1211 2022/08/02 17:01:03 - mmengine - INFO - Epoch(train) [19][480/1879] lr: 1.0000e-02 eta: 1 day, 11:36:40 time: 0.2831 data_time: 0.0195 memory: 8198 grad_norm: 4.8462 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.0740 loss: 2.0740 2022/08/02 17:01:08 - mmengine - INFO - Epoch(train) [19][500/1879] lr: 1.0000e-02 eta: 1 day, 11:36:35 time: 0.2892 data_time: 0.0231 memory: 8198 grad_norm: 4.7467 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9261 loss: 1.9261 2022/08/02 17:01:14 - mmengine - INFO - Epoch(train) [19][520/1879] lr: 1.0000e-02 eta: 1 day, 11:36:27 time: 0.2791 data_time: 0.0197 memory: 8198 grad_norm: 4.9356 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9468 loss: 1.9468 2022/08/02 17:01:20 - mmengine - INFO - Epoch(train) [19][540/1879] lr: 1.0000e-02 eta: 1 day, 11:36:21 time: 0.2852 data_time: 0.0262 memory: 8198 grad_norm: 4.9333 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.2337 loss: 2.2337 2022/08/02 17:01:25 - mmengine - INFO - Epoch(train) [19][560/1879] lr: 1.0000e-02 eta: 1 day, 11:36:14 time: 0.2831 data_time: 0.0185 memory: 8198 grad_norm: 4.9349 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1167 loss: 2.1167 2022/08/02 17:01:31 - mmengine - INFO - Epoch(train) [19][580/1879] lr: 1.0000e-02 eta: 1 day, 11:36:12 time: 0.2976 data_time: 0.0274 memory: 8198 grad_norm: 4.7850 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.9721 loss: 1.9721 2022/08/02 17:01:37 - mmengine - INFO - Epoch(train) [19][600/1879] lr: 1.0000e-02 eta: 1 day, 11:36:05 time: 0.2857 data_time: 0.0242 memory: 8198 grad_norm: 4.9020 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9317 loss: 1.9317 2022/08/02 17:01:43 - mmengine - INFO - Epoch(train) [19][620/1879] lr: 1.0000e-02 eta: 1 day, 11:35:58 time: 0.2824 data_time: 0.0246 memory: 8198 grad_norm: 4.8752 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0450 loss: 2.0450 2022/08/02 17:01:48 - mmengine - INFO - Epoch(train) [19][640/1879] lr: 1.0000e-02 eta: 1 day, 11:35:51 time: 0.2801 data_time: 0.0221 memory: 8198 grad_norm: 4.9850 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0876 loss: 2.0876 2022/08/02 17:01:54 - mmengine - INFO - Epoch(train) [19][660/1879] lr: 1.0000e-02 eta: 1 day, 11:35:44 time: 0.2832 data_time: 0.0246 memory: 8198 grad_norm: 4.8581 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9587 loss: 1.9587 2022/08/02 17:02:00 - mmengine - INFO - Epoch(train) [19][680/1879] lr: 1.0000e-02 eta: 1 day, 11:35:37 time: 0.2805 data_time: 0.0226 memory: 8198 grad_norm: 4.8111 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0163 loss: 2.0163 2022/08/02 17:02:05 - mmengine - INFO - Epoch(train) [19][700/1879] lr: 1.0000e-02 eta: 1 day, 11:35:29 time: 0.2793 data_time: 0.0225 memory: 8198 grad_norm: 4.8785 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0962 loss: 2.0962 2022/08/02 17:02:11 - mmengine - INFO - Epoch(train) [19][720/1879] lr: 1.0000e-02 eta: 1 day, 11:35:23 time: 0.2837 data_time: 0.0194 memory: 8198 grad_norm: 4.8909 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1472 loss: 2.1472 2022/08/02 17:02:17 - mmengine - INFO - Epoch(train) [19][740/1879] lr: 1.0000e-02 eta: 1 day, 11:35:16 time: 0.2832 data_time: 0.0243 memory: 8198 grad_norm: 4.7645 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0403 loss: 2.0403 2022/08/02 17:02:22 - mmengine - INFO - Epoch(train) [19][760/1879] lr: 1.0000e-02 eta: 1 day, 11:35:11 time: 0.2891 data_time: 0.0228 memory: 8198 grad_norm: 4.7381 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0082 loss: 2.0082 2022/08/02 17:02:28 - mmengine - INFO - Epoch(train) [19][780/1879] lr: 1.0000e-02 eta: 1 day, 11:35:04 time: 0.2827 data_time: 0.0235 memory: 8198 grad_norm: 4.9761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2378 loss: 2.2378 2022/08/02 17:02:34 - mmengine - INFO - Epoch(train) [19][800/1879] lr: 1.0000e-02 eta: 1 day, 11:34:57 time: 0.2835 data_time: 0.0261 memory: 8198 grad_norm: 4.8586 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1502 loss: 2.1502 2022/08/02 17:02:39 - mmengine - INFO - Epoch(train) [19][820/1879] lr: 1.0000e-02 eta: 1 day, 11:34:50 time: 0.2801 data_time: 0.0182 memory: 8198 grad_norm: 4.9329 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9220 loss: 1.9220 2022/08/02 17:02:45 - mmengine - INFO - Epoch(train) [19][840/1879] lr: 1.0000e-02 eta: 1 day, 11:34:43 time: 0.2832 data_time: 0.0230 memory: 8198 grad_norm: 5.0178 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8733 loss: 1.8733 2022/08/02 17:02:51 - mmengine - INFO - Epoch(train) [19][860/1879] lr: 1.0000e-02 eta: 1 day, 11:34:36 time: 0.2818 data_time: 0.0191 memory: 8198 grad_norm: 4.9691 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1086 loss: 2.1086 2022/08/02 17:02:56 - mmengine - INFO - Epoch(train) [19][880/1879] lr: 1.0000e-02 eta: 1 day, 11:34:28 time: 0.2781 data_time: 0.0274 memory: 8198 grad_norm: 4.8880 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8623 loss: 1.8623 2022/08/02 17:03:02 - mmengine - INFO - Epoch(train) [19][900/1879] lr: 1.0000e-02 eta: 1 day, 11:34:21 time: 0.2812 data_time: 0.0247 memory: 8198 grad_norm: 4.9651 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.3040 loss: 2.3040 2022/08/02 17:03:07 - mmengine - INFO - Epoch(train) [19][920/1879] lr: 1.0000e-02 eta: 1 day, 11:34:13 time: 0.2785 data_time: 0.0236 memory: 8198 grad_norm: 4.8901 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9643 loss: 1.9643 2022/08/02 17:03:13 - mmengine - INFO - Epoch(train) [19][940/1879] lr: 1.0000e-02 eta: 1 day, 11:34:08 time: 0.2888 data_time: 0.0228 memory: 8198 grad_norm: 4.9930 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1841 loss: 2.1841 2022/08/02 17:03:19 - mmengine - INFO - Epoch(train) [19][960/1879] lr: 1.0000e-02 eta: 1 day, 11:34:00 time: 0.2790 data_time: 0.0214 memory: 8198 grad_norm: 4.8611 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.9754 loss: 1.9754 2022/08/02 17:03:24 - mmengine - INFO - Epoch(train) [19][980/1879] lr: 1.0000e-02 eta: 1 day, 11:33:53 time: 0.2832 data_time: 0.0199 memory: 8198 grad_norm: 4.8875 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.9544 loss: 1.9544 2022/08/02 17:03:30 - mmengine - INFO - Epoch(train) [19][1000/1879] lr: 1.0000e-02 eta: 1 day, 11:33:46 time: 0.2827 data_time: 0.0246 memory: 8198 grad_norm: 5.1505 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.1824 loss: 2.1824 2022/08/02 17:03:36 - mmengine - INFO - Epoch(train) [19][1020/1879] lr: 1.0000e-02 eta: 1 day, 11:33:40 time: 0.2838 data_time: 0.0218 memory: 8198 grad_norm: 5.0666 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0472 loss: 2.0472 2022/08/02 17:03:41 - mmengine - INFO - Epoch(train) [19][1040/1879] lr: 1.0000e-02 eta: 1 day, 11:33:34 time: 0.2885 data_time: 0.0253 memory: 8198 grad_norm: 4.8195 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9746 loss: 1.9746 2022/08/02 17:03:47 - mmengine - INFO - Epoch(train) [19][1060/1879] lr: 1.0000e-02 eta: 1 day, 11:33:27 time: 0.2814 data_time: 0.0255 memory: 8198 grad_norm: 4.9843 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9249 loss: 1.9249 2022/08/02 17:03:53 - mmengine - INFO - Epoch(train) [19][1080/1879] lr: 1.0000e-02 eta: 1 day, 11:33:20 time: 0.2825 data_time: 0.0196 memory: 8198 grad_norm: 5.0508 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2489 loss: 2.2489 2022/08/02 17:03:58 - mmengine - INFO - Epoch(train) [19][1100/1879] lr: 1.0000e-02 eta: 1 day, 11:33:14 time: 0.2848 data_time: 0.0297 memory: 8198 grad_norm: 4.8742 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8592 loss: 1.8592 2022/08/02 17:04:04 - mmengine - INFO - Epoch(train) [19][1120/1879] lr: 1.0000e-02 eta: 1 day, 11:33:07 time: 0.2801 data_time: 0.0221 memory: 8198 grad_norm: 4.9164 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.3407 loss: 2.3407 2022/08/02 17:04:10 - mmengine - INFO - Epoch(train) [19][1140/1879] lr: 1.0000e-02 eta: 1 day, 11:33:01 time: 0.2884 data_time: 0.0249 memory: 8198 grad_norm: 4.9163 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.8591 loss: 1.8591 2022/08/02 17:04:15 - mmengine - INFO - Epoch(train) [19][1160/1879] lr: 1.0000e-02 eta: 1 day, 11:32:54 time: 0.2812 data_time: 0.0245 memory: 8198 grad_norm: 4.8092 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1083 loss: 2.1083 2022/08/02 17:04:21 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:04:21 - mmengine - INFO - Epoch(train) [19][1180/1879] lr: 1.0000e-02 eta: 1 day, 11:32:47 time: 0.2830 data_time: 0.0233 memory: 8198 grad_norm: 4.7921 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9865 loss: 1.9865 2022/08/02 17:04:27 - mmengine - INFO - Epoch(train) [19][1200/1879] lr: 1.0000e-02 eta: 1 day, 11:32:40 time: 0.2802 data_time: 0.0231 memory: 8198 grad_norm: 5.0315 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0575 loss: 2.0575 2022/08/02 17:04:32 - mmengine - INFO - Epoch(train) [19][1220/1879] lr: 1.0000e-02 eta: 1 day, 11:32:34 time: 0.2850 data_time: 0.0221 memory: 8198 grad_norm: 4.9678 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 2.0633 loss: 2.0633 2022/08/02 17:04:38 - mmengine - INFO - Epoch(train) [19][1240/1879] lr: 1.0000e-02 eta: 1 day, 11:32:27 time: 0.2847 data_time: 0.0267 memory: 8198 grad_norm: 4.9116 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1093 loss: 2.1093 2022/08/02 17:04:44 - mmengine - INFO - Epoch(train) [19][1260/1879] lr: 1.0000e-02 eta: 1 day, 11:32:20 time: 0.2811 data_time: 0.0257 memory: 8198 grad_norm: 4.8481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9886 loss: 1.9886 2022/08/02 17:04:50 - mmengine - INFO - Epoch(train) [19][1280/1879] lr: 1.0000e-02 eta: 1 day, 11:32:15 time: 0.2883 data_time: 0.0199 memory: 8198 grad_norm: 4.9562 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 2.1421 loss: 2.1421 2022/08/02 17:04:55 - mmengine - INFO - Epoch(train) [19][1300/1879] lr: 1.0000e-02 eta: 1 day, 11:32:07 time: 0.2774 data_time: 0.0204 memory: 8198 grad_norm: 4.8500 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1426 loss: 2.1426 2022/08/02 17:05:01 - mmengine - INFO - Epoch(train) [19][1320/1879] lr: 1.0000e-02 eta: 1 day, 11:31:59 time: 0.2787 data_time: 0.0228 memory: 8198 grad_norm: 4.8914 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1451 loss: 2.1451 2022/08/02 17:05:06 - mmengine - INFO - Epoch(train) [19][1340/1879] lr: 1.0000e-02 eta: 1 day, 11:31:52 time: 0.2810 data_time: 0.0201 memory: 8198 grad_norm: 4.9234 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9517 loss: 1.9517 2022/08/02 17:05:12 - mmengine - INFO - Epoch(train) [19][1360/1879] lr: 1.0000e-02 eta: 1 day, 11:31:45 time: 0.2850 data_time: 0.0250 memory: 8198 grad_norm: 4.8885 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0181 loss: 2.0181 2022/08/02 17:05:18 - mmengine - INFO - Epoch(train) [19][1380/1879] lr: 1.0000e-02 eta: 1 day, 11:31:38 time: 0.2795 data_time: 0.0210 memory: 8198 grad_norm: 4.9405 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2063 loss: 2.2063 2022/08/02 17:05:23 - mmengine - INFO - Epoch(train) [19][1400/1879] lr: 1.0000e-02 eta: 1 day, 11:31:31 time: 0.2837 data_time: 0.0228 memory: 8198 grad_norm: 4.8696 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2448 loss: 2.2448 2022/08/02 17:05:29 - mmengine - INFO - Epoch(train) [19][1420/1879] lr: 1.0000e-02 eta: 1 day, 11:31:24 time: 0.2821 data_time: 0.0264 memory: 8198 grad_norm: 4.8393 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1875 loss: 2.1875 2022/08/02 17:05:35 - mmengine - INFO - Epoch(train) [19][1440/1879] lr: 1.0000e-02 eta: 1 day, 11:31:17 time: 0.2819 data_time: 0.0180 memory: 8198 grad_norm: 4.9054 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0554 loss: 2.0554 2022/08/02 17:05:40 - mmengine - INFO - Epoch(train) [19][1460/1879] lr: 1.0000e-02 eta: 1 day, 11:31:11 time: 0.2838 data_time: 0.0275 memory: 8198 grad_norm: 5.0425 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1467 loss: 2.1467 2022/08/02 17:05:46 - mmengine - INFO - Epoch(train) [19][1480/1879] lr: 1.0000e-02 eta: 1 day, 11:31:03 time: 0.2778 data_time: 0.0220 memory: 8198 grad_norm: 4.9765 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1196 loss: 2.1196 2022/08/02 17:05:52 - mmengine - INFO - Epoch(train) [19][1500/1879] lr: 1.0000e-02 eta: 1 day, 11:31:00 time: 0.2992 data_time: 0.0232 memory: 8198 grad_norm: 4.9198 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8786 loss: 1.8786 2022/08/02 17:05:57 - mmengine - INFO - Epoch(train) [19][1520/1879] lr: 1.0000e-02 eta: 1 day, 11:30:53 time: 0.2803 data_time: 0.0277 memory: 8198 grad_norm: 4.8405 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0445 loss: 2.0445 2022/08/02 17:06:03 - mmengine - INFO - Epoch(train) [19][1540/1879] lr: 1.0000e-02 eta: 1 day, 11:30:45 time: 0.2790 data_time: 0.0239 memory: 8198 grad_norm: 4.8645 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.1283 loss: 2.1283 2022/08/02 17:06:09 - mmengine - INFO - Epoch(train) [19][1560/1879] lr: 1.0000e-02 eta: 1 day, 11:30:39 time: 0.2861 data_time: 0.0225 memory: 8198 grad_norm: 4.8304 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9822 loss: 1.9822 2022/08/02 17:06:14 - mmengine - INFO - Epoch(train) [19][1580/1879] lr: 1.0000e-02 eta: 1 day, 11:30:32 time: 0.2820 data_time: 0.0250 memory: 8198 grad_norm: 4.8274 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1144 loss: 2.1144 2022/08/02 17:06:20 - mmengine - INFO - Epoch(train) [19][1600/1879] lr: 1.0000e-02 eta: 1 day, 11:30:25 time: 0.2827 data_time: 0.0212 memory: 8198 grad_norm: 4.9522 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0898 loss: 2.0898 2022/08/02 17:06:26 - mmengine - INFO - Epoch(train) [19][1620/1879] lr: 1.0000e-02 eta: 1 day, 11:30:18 time: 0.2799 data_time: 0.0233 memory: 8198 grad_norm: 4.8616 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9651 loss: 1.9651 2022/08/02 17:06:31 - mmengine - INFO - Epoch(train) [19][1640/1879] lr: 1.0000e-02 eta: 1 day, 11:30:12 time: 0.2870 data_time: 0.0202 memory: 8198 grad_norm: 4.8380 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9496 loss: 1.9496 2022/08/02 17:06:37 - mmengine - INFO - Epoch(train) [19][1660/1879] lr: 1.0000e-02 eta: 1 day, 11:30:05 time: 0.2817 data_time: 0.0247 memory: 8198 grad_norm: 4.8793 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.9830 loss: 1.9830 2022/08/02 17:06:43 - mmengine - INFO - Epoch(train) [19][1680/1879] lr: 1.0000e-02 eta: 1 day, 11:29:59 time: 0.2851 data_time: 0.0220 memory: 8198 grad_norm: 4.9660 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0429 loss: 2.0429 2022/08/02 17:06:48 - mmengine - INFO - Epoch(train) [19][1700/1879] lr: 1.0000e-02 eta: 1 day, 11:29:53 time: 0.2854 data_time: 0.0269 memory: 8198 grad_norm: 4.8845 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1302 loss: 2.1302 2022/08/02 17:06:54 - mmengine - INFO - Epoch(train) [19][1720/1879] lr: 1.0000e-02 eta: 1 day, 11:29:45 time: 0.2767 data_time: 0.0203 memory: 8198 grad_norm: 4.8113 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.0250 loss: 2.0250 2022/08/02 17:07:00 - mmengine - INFO - Epoch(train) [19][1740/1879] lr: 1.0000e-02 eta: 1 day, 11:29:38 time: 0.2834 data_time: 0.0246 memory: 8198 grad_norm: 4.9460 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0719 loss: 2.0719 2022/08/02 17:07:05 - mmengine - INFO - Epoch(train) [19][1760/1879] lr: 1.0000e-02 eta: 1 day, 11:29:31 time: 0.2817 data_time: 0.0236 memory: 8198 grad_norm: 4.7485 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0439 loss: 2.0439 2022/08/02 17:07:11 - mmengine - INFO - Epoch(train) [19][1780/1879] lr: 1.0000e-02 eta: 1 day, 11:29:24 time: 0.2819 data_time: 0.0265 memory: 8198 grad_norm: 4.8029 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1061 loss: 2.1061 2022/08/02 17:07:17 - mmengine - INFO - Epoch(train) [19][1800/1879] lr: 1.0000e-02 eta: 1 day, 11:29:17 time: 0.2830 data_time: 0.0244 memory: 8198 grad_norm: 4.9986 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1251 loss: 2.1251 2022/08/02 17:07:22 - mmengine - INFO - Epoch(train) [19][1820/1879] lr: 1.0000e-02 eta: 1 day, 11:29:10 time: 0.2826 data_time: 0.0257 memory: 8198 grad_norm: 4.8181 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9512 loss: 1.9512 2022/08/02 17:07:28 - mmengine - INFO - Epoch(train) [19][1840/1879] lr: 1.0000e-02 eta: 1 day, 11:29:05 time: 0.2882 data_time: 0.0246 memory: 8198 grad_norm: 4.9163 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1196 loss: 2.1196 2022/08/02 17:07:34 - mmengine - INFO - Epoch(train) [19][1860/1879] lr: 1.0000e-02 eta: 1 day, 11:29:00 time: 0.2897 data_time: 0.0263 memory: 8198 grad_norm: 4.8336 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9597 loss: 1.9597 2022/08/02 17:07:39 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:07:39 - mmengine - INFO - Epoch(train) [19][1879/1879] lr: 1.0000e-02 eta: 1 day, 11:29:00 time: 0.2600 data_time: 0.0151 memory: 8198 grad_norm: 4.9573 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 2.0050 loss: 2.0050 2022/08/02 17:07:47 - mmengine - INFO - Epoch(train) [20][20/1879] lr: 1.0000e-02 eta: 1 day, 11:28:16 time: 0.4264 data_time: 0.1457 memory: 8198 grad_norm: 4.7393 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.8994 loss: 1.8994 2022/08/02 17:07:53 - mmengine - INFO - Epoch(train) [20][40/1879] lr: 1.0000e-02 eta: 1 day, 11:28:09 time: 0.2840 data_time: 0.0221 memory: 8198 grad_norm: 4.8043 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8903 loss: 1.8903 2022/08/02 17:07:59 - mmengine - INFO - Epoch(train) [20][60/1879] lr: 1.0000e-02 eta: 1 day, 11:28:05 time: 0.2939 data_time: 0.0260 memory: 8198 grad_norm: 4.9069 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9560 loss: 1.9560 2022/08/02 17:08:05 - mmengine - INFO - Epoch(train) [20][80/1879] lr: 1.0000e-02 eta: 1 day, 11:27:59 time: 0.2836 data_time: 0.0231 memory: 8198 grad_norm: 4.8594 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8071 loss: 1.8071 2022/08/02 17:08:10 - mmengine - INFO - Epoch(train) [20][100/1879] lr: 1.0000e-02 eta: 1 day, 11:27:53 time: 0.2877 data_time: 0.0235 memory: 8198 grad_norm: 4.9491 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8794 loss: 1.8794 2022/08/02 17:08:16 - mmengine - INFO - Epoch(train) [20][120/1879] lr: 1.0000e-02 eta: 1 day, 11:27:46 time: 0.2808 data_time: 0.0215 memory: 8198 grad_norm: 4.8763 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9021 loss: 1.9021 2022/08/02 17:08:22 - mmengine - INFO - Epoch(train) [20][140/1879] lr: 1.0000e-02 eta: 1 day, 11:27:40 time: 0.2844 data_time: 0.0219 memory: 8198 grad_norm: 4.8365 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0367 loss: 2.0367 2022/08/02 17:08:27 - mmengine - INFO - Epoch(train) [20][160/1879] lr: 1.0000e-02 eta: 1 day, 11:27:33 time: 0.2823 data_time: 0.0222 memory: 8198 grad_norm: 4.9352 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0265 loss: 2.0265 2022/08/02 17:08:33 - mmengine - INFO - Epoch(train) [20][180/1879] lr: 1.0000e-02 eta: 1 day, 11:27:27 time: 0.2866 data_time: 0.0264 memory: 8198 grad_norm: 4.9242 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9853 loss: 1.9853 2022/08/02 17:08:39 - mmengine - INFO - Epoch(train) [20][200/1879] lr: 1.0000e-02 eta: 1 day, 11:27:20 time: 0.2810 data_time: 0.0200 memory: 8198 grad_norm: 4.8463 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1248 loss: 2.1248 2022/08/02 17:08:44 - mmengine - INFO - Epoch(train) [20][220/1879] lr: 1.0000e-02 eta: 1 day, 11:27:14 time: 0.2852 data_time: 0.0260 memory: 8198 grad_norm: 4.9448 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0156 loss: 2.0156 2022/08/02 17:08:50 - mmengine - INFO - Epoch(train) [20][240/1879] lr: 1.0000e-02 eta: 1 day, 11:27:08 time: 0.2855 data_time: 0.0189 memory: 8198 grad_norm: 4.9585 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1362 loss: 2.1362 2022/08/02 17:08:56 - mmengine - INFO - Epoch(train) [20][260/1879] lr: 1.0000e-02 eta: 1 day, 11:27:01 time: 0.2839 data_time: 0.0232 memory: 8198 grad_norm: 4.7804 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8030 loss: 1.8030 2022/08/02 17:09:01 - mmengine - INFO - Epoch(train) [20][280/1879] lr: 1.0000e-02 eta: 1 day, 11:26:55 time: 0.2850 data_time: 0.0224 memory: 8198 grad_norm: 4.8631 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9096 loss: 1.9096 2022/08/02 17:09:07 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:09:07 - mmengine - INFO - Epoch(train) [20][300/1879] lr: 1.0000e-02 eta: 1 day, 11:26:48 time: 0.2801 data_time: 0.0265 memory: 8198 grad_norm: 4.9339 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9477 loss: 1.9477 2022/08/02 17:09:13 - mmengine - INFO - Epoch(train) [20][320/1879] lr: 1.0000e-02 eta: 1 day, 11:26:42 time: 0.2849 data_time: 0.0228 memory: 8198 grad_norm: 4.9988 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.1043 loss: 2.1043 2022/08/02 17:09:18 - mmengine - INFO - Epoch(train) [20][340/1879] lr: 1.0000e-02 eta: 1 day, 11:26:34 time: 0.2772 data_time: 0.0215 memory: 8198 grad_norm: 4.9386 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7514 loss: 1.7514 2022/08/02 17:09:24 - mmengine - INFO - Epoch(train) [20][360/1879] lr: 1.0000e-02 eta: 1 day, 11:26:29 time: 0.2903 data_time: 0.0250 memory: 8198 grad_norm: 4.8656 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9298 loss: 1.9298 2022/08/02 17:09:30 - mmengine - INFO - Epoch(train) [20][380/1879] lr: 1.0000e-02 eta: 1 day, 11:26:25 time: 0.2935 data_time: 0.0193 memory: 8198 grad_norm: 4.9042 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0194 loss: 2.0194 2022/08/02 17:09:36 - mmengine - INFO - Epoch(train) [20][400/1879] lr: 1.0000e-02 eta: 1 day, 11:26:16 time: 0.2771 data_time: 0.0232 memory: 8198 grad_norm: 4.7909 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0054 loss: 2.0054 2022/08/02 17:09:41 - mmengine - INFO - Epoch(train) [20][420/1879] lr: 1.0000e-02 eta: 1 day, 11:26:11 time: 0.2898 data_time: 0.0213 memory: 8198 grad_norm: 4.9179 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2928 loss: 2.2928 2022/08/02 17:09:47 - mmengine - INFO - Epoch(train) [20][440/1879] lr: 1.0000e-02 eta: 1 day, 11:26:04 time: 0.2779 data_time: 0.0234 memory: 8198 grad_norm: 5.0412 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0423 loss: 2.0423 2022/08/02 17:09:53 - mmengine - INFO - Epoch(train) [20][460/1879] lr: 1.0000e-02 eta: 1 day, 11:25:58 time: 0.2884 data_time: 0.0236 memory: 8198 grad_norm: 4.9130 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9328 loss: 1.9328 2022/08/02 17:09:58 - mmengine - INFO - Epoch(train) [20][480/1879] lr: 1.0000e-02 eta: 1 day, 11:25:51 time: 0.2817 data_time: 0.0229 memory: 8198 grad_norm: 4.9486 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0294 loss: 2.0294 2022/08/02 17:10:04 - mmengine - INFO - Epoch(train) [20][500/1879] lr: 1.0000e-02 eta: 1 day, 11:25:44 time: 0.2814 data_time: 0.0254 memory: 8198 grad_norm: 4.9320 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.8392 loss: 1.8392 2022/08/02 17:10:10 - mmengine - INFO - Epoch(train) [20][520/1879] lr: 1.0000e-02 eta: 1 day, 11:25:39 time: 0.2878 data_time: 0.0247 memory: 8198 grad_norm: 4.9163 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0934 loss: 2.0934 2022/08/02 17:10:15 - mmengine - INFO - Epoch(train) [20][540/1879] lr: 1.0000e-02 eta: 1 day, 11:25:32 time: 0.2817 data_time: 0.0213 memory: 8198 grad_norm: 4.8376 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0347 loss: 2.0347 2022/08/02 17:10:21 - mmengine - INFO - Epoch(train) [20][560/1879] lr: 1.0000e-02 eta: 1 day, 11:25:26 time: 0.2878 data_time: 0.0196 memory: 8198 grad_norm: 4.9547 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1435 loss: 2.1435 2022/08/02 17:10:27 - mmengine - INFO - Epoch(train) [20][580/1879] lr: 1.0000e-02 eta: 1 day, 11:25:18 time: 0.2769 data_time: 0.0214 memory: 8198 grad_norm: 4.8951 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0116 loss: 2.0116 2022/08/02 17:10:32 - mmengine - INFO - Epoch(train) [20][600/1879] lr: 1.0000e-02 eta: 1 day, 11:25:14 time: 0.2927 data_time: 0.0222 memory: 8198 grad_norm: 4.7786 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9121 loss: 1.9121 2022/08/02 17:10:38 - mmengine - INFO - Epoch(train) [20][620/1879] lr: 1.0000e-02 eta: 1 day, 11:25:06 time: 0.2792 data_time: 0.0213 memory: 8198 grad_norm: 4.9381 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0643 loss: 2.0643 2022/08/02 17:10:44 - mmengine - INFO - Epoch(train) [20][640/1879] lr: 1.0000e-02 eta: 1 day, 11:25:00 time: 0.2860 data_time: 0.0221 memory: 8198 grad_norm: 4.9668 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9234 loss: 1.9234 2022/08/02 17:10:50 - mmengine - INFO - Epoch(train) [20][660/1879] lr: 1.0000e-02 eta: 1 day, 11:24:54 time: 0.2857 data_time: 0.0244 memory: 8198 grad_norm: 5.0230 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9516 loss: 1.9516 2022/08/02 17:10:55 - mmengine - INFO - Epoch(train) [20][680/1879] lr: 1.0000e-02 eta: 1 day, 11:24:48 time: 0.2848 data_time: 0.0216 memory: 8198 grad_norm: 4.7715 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.1490 loss: 2.1490 2022/08/02 17:11:01 - mmengine - INFO - Epoch(train) [20][700/1879] lr: 1.0000e-02 eta: 1 day, 11:24:42 time: 0.2846 data_time: 0.0210 memory: 8198 grad_norm: 4.9375 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0912 loss: 2.0912 2022/08/02 17:11:07 - mmengine - INFO - Epoch(train) [20][720/1879] lr: 1.0000e-02 eta: 1 day, 11:24:36 time: 0.2847 data_time: 0.0197 memory: 8198 grad_norm: 4.8672 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9612 loss: 1.9612 2022/08/02 17:11:12 - mmengine - INFO - Epoch(train) [20][740/1879] lr: 1.0000e-02 eta: 1 day, 11:24:30 time: 0.2861 data_time: 0.0257 memory: 8198 grad_norm: 4.8770 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9761 loss: 1.9761 2022/08/02 17:11:18 - mmengine - INFO - Epoch(train) [20][760/1879] lr: 1.0000e-02 eta: 1 day, 11:24:23 time: 0.2832 data_time: 0.0186 memory: 8198 grad_norm: 4.8559 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9218 loss: 1.9218 2022/08/02 17:11:24 - mmengine - INFO - Epoch(train) [20][780/1879] lr: 1.0000e-02 eta: 1 day, 11:24:18 time: 0.2883 data_time: 0.0256 memory: 8198 grad_norm: 4.8357 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1319 loss: 2.1319 2022/08/02 17:11:30 - mmengine - INFO - Epoch(train) [20][800/1879] lr: 1.0000e-02 eta: 1 day, 11:24:13 time: 0.2919 data_time: 0.0192 memory: 8198 grad_norm: 5.0111 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0857 loss: 2.0857 2022/08/02 17:11:35 - mmengine - INFO - Epoch(train) [20][820/1879] lr: 1.0000e-02 eta: 1 day, 11:24:06 time: 0.2802 data_time: 0.0222 memory: 8198 grad_norm: 4.8983 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9061 loss: 1.9061 2022/08/02 17:11:41 - mmengine - INFO - Epoch(train) [20][840/1879] lr: 1.0000e-02 eta: 1 day, 11:24:02 time: 0.2951 data_time: 0.0226 memory: 8198 grad_norm: 4.9510 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0673 loss: 2.0673 2022/08/02 17:11:47 - mmengine - INFO - Epoch(train) [20][860/1879] lr: 1.0000e-02 eta: 1 day, 11:23:55 time: 0.2802 data_time: 0.0232 memory: 8198 grad_norm: 4.8773 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1286 loss: 2.1286 2022/08/02 17:11:52 - mmengine - INFO - Epoch(train) [20][880/1879] lr: 1.0000e-02 eta: 1 day, 11:23:50 time: 0.2877 data_time: 0.0254 memory: 8198 grad_norm: 4.7846 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.0685 loss: 2.0685 2022/08/02 17:11:58 - mmengine - INFO - Epoch(train) [20][900/1879] lr: 1.0000e-02 eta: 1 day, 11:23:43 time: 0.2813 data_time: 0.0240 memory: 8198 grad_norm: 4.9266 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0359 loss: 2.0359 2022/08/02 17:12:04 - mmengine - INFO - Epoch(train) [20][920/1879] lr: 1.0000e-02 eta: 1 day, 11:23:36 time: 0.2842 data_time: 0.0211 memory: 8198 grad_norm: 4.8773 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1334 loss: 2.1334 2022/08/02 17:12:10 - mmengine - INFO - Epoch(train) [20][940/1879] lr: 1.0000e-02 eta: 1 day, 11:23:31 time: 0.2881 data_time: 0.0241 memory: 8198 grad_norm: 4.7698 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0345 loss: 2.0345 2022/08/02 17:12:15 - mmengine - INFO - Epoch(train) [20][960/1879] lr: 1.0000e-02 eta: 1 day, 11:23:24 time: 0.2804 data_time: 0.0212 memory: 8198 grad_norm: 4.8224 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0326 loss: 2.0326 2022/08/02 17:12:21 - mmengine - INFO - Epoch(train) [20][980/1879] lr: 1.0000e-02 eta: 1 day, 11:23:17 time: 0.2839 data_time: 0.0255 memory: 8198 grad_norm: 4.8160 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1089 loss: 2.1089 2022/08/02 17:12:27 - mmengine - INFO - Epoch(train) [20][1000/1879] lr: 1.0000e-02 eta: 1 day, 11:23:10 time: 0.2831 data_time: 0.0205 memory: 8198 grad_norm: 4.8267 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1765 loss: 2.1765 2022/08/02 17:12:32 - mmengine - INFO - Epoch(train) [20][1020/1879] lr: 1.0000e-02 eta: 1 day, 11:23:03 time: 0.2803 data_time: 0.0213 memory: 8198 grad_norm: 4.7948 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0359 loss: 2.0359 2022/08/02 17:12:38 - mmengine - INFO - Epoch(train) [20][1040/1879] lr: 1.0000e-02 eta: 1 day, 11:22:57 time: 0.2841 data_time: 0.0216 memory: 8198 grad_norm: 4.8980 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0415 loss: 2.0415 2022/08/02 17:12:44 - mmengine - INFO - Epoch(train) [20][1060/1879] lr: 1.0000e-02 eta: 1 day, 11:22:52 time: 0.2903 data_time: 0.0271 memory: 8198 grad_norm: 5.0688 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.1711 loss: 2.1711 2022/08/02 17:12:49 - mmengine - INFO - Epoch(train) [20][1080/1879] lr: 1.0000e-02 eta: 1 day, 11:22:45 time: 0.2800 data_time: 0.0212 memory: 8198 grad_norm: 4.9323 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2087 loss: 2.2087 2022/08/02 17:12:55 - mmengine - INFO - Epoch(train) [20][1100/1879] lr: 1.0000e-02 eta: 1 day, 11:22:38 time: 0.2821 data_time: 0.0263 memory: 8198 grad_norm: 4.9347 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2377 loss: 2.2377 2022/08/02 17:13:01 - mmengine - INFO - Epoch(train) [20][1120/1879] lr: 1.0000e-02 eta: 1 day, 11:22:31 time: 0.2814 data_time: 0.0204 memory: 8198 grad_norm: 4.9044 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8677 loss: 1.8677 2022/08/02 17:13:06 - mmengine - INFO - Epoch(train) [20][1140/1879] lr: 1.0000e-02 eta: 1 day, 11:22:24 time: 0.2821 data_time: 0.0224 memory: 8198 grad_norm: 4.8542 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8208 loss: 1.8208 2022/08/02 17:13:12 - mmengine - INFO - Epoch(train) [20][1160/1879] lr: 1.0000e-02 eta: 1 day, 11:22:18 time: 0.2856 data_time: 0.0254 memory: 8198 grad_norm: 4.8053 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8882 loss: 1.8882 2022/08/02 17:13:17 - mmengine - INFO - Epoch(train) [20][1180/1879] lr: 1.0000e-02 eta: 1 day, 11:22:10 time: 0.2796 data_time: 0.0236 memory: 8198 grad_norm: 4.9303 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.0456 loss: 2.0456 2022/08/02 17:13:23 - mmengine - INFO - Epoch(train) [20][1200/1879] lr: 1.0000e-02 eta: 1 day, 11:22:04 time: 0.2819 data_time: 0.0228 memory: 8198 grad_norm: 4.9511 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9960 loss: 1.9960 2022/08/02 17:13:29 - mmengine - INFO - Epoch(train) [20][1220/1879] lr: 1.0000e-02 eta: 1 day, 11:21:58 time: 0.2856 data_time: 0.0233 memory: 8198 grad_norm: 4.9328 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9188 loss: 1.9188 2022/08/02 17:13:34 - mmengine - INFO - Epoch(train) [20][1240/1879] lr: 1.0000e-02 eta: 1 day, 11:21:51 time: 0.2818 data_time: 0.0185 memory: 8198 grad_norm: 4.9985 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2751 loss: 2.2751 2022/08/02 17:13:40 - mmengine - INFO - Epoch(train) [20][1260/1879] lr: 1.0000e-02 eta: 1 day, 11:21:44 time: 0.2808 data_time: 0.0234 memory: 8198 grad_norm: 4.8395 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.0244 loss: 2.0244 2022/08/02 17:13:46 - mmengine - INFO - Epoch(train) [20][1280/1879] lr: 1.0000e-02 eta: 1 day, 11:21:37 time: 0.2820 data_time: 0.0242 memory: 8198 grad_norm: 4.9163 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8478 loss: 1.8478 2022/08/02 17:13:51 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:13:52 - mmengine - INFO - Epoch(train) [20][1300/1879] lr: 1.0000e-02 eta: 1 day, 11:21:31 time: 0.2884 data_time: 0.0257 memory: 8198 grad_norm: 4.9192 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1170 loss: 2.1170 2022/08/02 17:13:57 - mmengine - INFO - Epoch(train) [20][1320/1879] lr: 1.0000e-02 eta: 1 day, 11:21:24 time: 0.2816 data_time: 0.0217 memory: 8198 grad_norm: 4.8785 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.0631 loss: 2.0631 2022/08/02 17:14:03 - mmengine - INFO - Epoch(train) [20][1340/1879] lr: 1.0000e-02 eta: 1 day, 11:21:18 time: 0.2858 data_time: 0.0265 memory: 8198 grad_norm: 4.8931 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0076 loss: 2.0076 2022/08/02 17:14:09 - mmengine - INFO - Epoch(train) [20][1360/1879] lr: 1.0000e-02 eta: 1 day, 11:21:13 time: 0.2859 data_time: 0.0251 memory: 8198 grad_norm: 4.9320 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9952 loss: 1.9952 2022/08/02 17:14:14 - mmengine - INFO - Epoch(train) [20][1380/1879] lr: 1.0000e-02 eta: 1 day, 11:21:05 time: 0.2810 data_time: 0.0249 memory: 8198 grad_norm: 4.8259 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0148 loss: 2.0148 2022/08/02 17:14:20 - mmengine - INFO - Epoch(train) [20][1400/1879] lr: 1.0000e-02 eta: 1 day, 11:20:59 time: 0.2834 data_time: 0.0251 memory: 8198 grad_norm: 4.8949 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8921 loss: 1.8921 2022/08/02 17:14:26 - mmengine - INFO - Epoch(train) [20][1420/1879] lr: 1.0000e-02 eta: 1 day, 11:20:52 time: 0.2819 data_time: 0.0242 memory: 8198 grad_norm: 4.8993 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1283 loss: 2.1283 2022/08/02 17:14:31 - mmengine - INFO - Epoch(train) [20][1440/1879] lr: 1.0000e-02 eta: 1 day, 11:20:46 time: 0.2853 data_time: 0.0235 memory: 8198 grad_norm: 4.9051 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.0489 loss: 2.0489 2022/08/02 17:14:37 - mmengine - INFO - Epoch(train) [20][1460/1879] lr: 1.0000e-02 eta: 1 day, 11:20:38 time: 0.2786 data_time: 0.0253 memory: 8198 grad_norm: 4.7660 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0513 loss: 2.0513 2022/08/02 17:14:42 - mmengine - INFO - Epoch(train) [20][1480/1879] lr: 1.0000e-02 eta: 1 day, 11:20:31 time: 0.2817 data_time: 0.0222 memory: 8198 grad_norm: 4.9421 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.3454 loss: 2.3454 2022/08/02 17:14:48 - mmengine - INFO - Epoch(train) [20][1500/1879] lr: 1.0000e-02 eta: 1 day, 11:20:24 time: 0.2791 data_time: 0.0224 memory: 8198 grad_norm: 4.9489 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0401 loss: 2.0401 2022/08/02 17:14:54 - mmengine - INFO - Epoch(train) [20][1520/1879] lr: 1.0000e-02 eta: 1 day, 11:20:20 time: 0.2952 data_time: 0.0256 memory: 8198 grad_norm: 4.8415 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8044 loss: 1.8044 2022/08/02 17:15:00 - mmengine - INFO - Epoch(train) [20][1540/1879] lr: 1.0000e-02 eta: 1 day, 11:20:15 time: 0.2877 data_time: 0.0276 memory: 8198 grad_norm: 4.8149 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9697 loss: 1.9697 2022/08/02 17:15:05 - mmengine - INFO - Epoch(train) [20][1560/1879] lr: 1.0000e-02 eta: 1 day, 11:20:09 time: 0.2871 data_time: 0.0309 memory: 8198 grad_norm: 4.8689 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0637 loss: 2.0637 2022/08/02 17:15:11 - mmengine - INFO - Epoch(train) [20][1580/1879] lr: 1.0000e-02 eta: 1 day, 11:20:05 time: 0.2929 data_time: 0.0229 memory: 8198 grad_norm: 4.9271 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0606 loss: 2.0606 2022/08/02 17:15:17 - mmengine - INFO - Epoch(train) [20][1600/1879] lr: 1.0000e-02 eta: 1 day, 11:19:57 time: 0.2775 data_time: 0.0229 memory: 8198 grad_norm: 4.8390 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9551 loss: 1.9551 2022/08/02 17:15:23 - mmengine - INFO - Epoch(train) [20][1620/1879] lr: 1.0000e-02 eta: 1 day, 11:19:50 time: 0.2812 data_time: 0.0218 memory: 8198 grad_norm: 4.8298 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0160 loss: 2.0160 2022/08/02 17:15:28 - mmengine - INFO - Epoch(train) [20][1640/1879] lr: 1.0000e-02 eta: 1 day, 11:19:44 time: 0.2878 data_time: 0.0263 memory: 8198 grad_norm: 4.8954 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0379 loss: 2.0379 2022/08/02 17:15:34 - mmengine - INFO - Epoch(train) [20][1660/1879] lr: 1.0000e-02 eta: 1 day, 11:19:41 time: 0.2982 data_time: 0.0228 memory: 8198 grad_norm: 4.8027 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0766 loss: 2.0766 2022/08/02 17:15:40 - mmengine - INFO - Epoch(train) [20][1680/1879] lr: 1.0000e-02 eta: 1 day, 11:19:35 time: 0.2838 data_time: 0.0231 memory: 8198 grad_norm: 4.8698 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1664 loss: 2.1664 2022/08/02 17:15:46 - mmengine - INFO - Epoch(train) [20][1700/1879] lr: 1.0000e-02 eta: 1 day, 11:19:28 time: 0.2827 data_time: 0.0214 memory: 8198 grad_norm: 4.8265 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7827 loss: 1.7827 2022/08/02 17:15:51 - mmengine - INFO - Epoch(train) [20][1720/1879] lr: 1.0000e-02 eta: 1 day, 11:19:22 time: 0.2848 data_time: 0.0219 memory: 8198 grad_norm: 4.9042 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9973 loss: 1.9973 2022/08/02 17:15:57 - mmengine - INFO - Epoch(train) [20][1740/1879] lr: 1.0000e-02 eta: 1 day, 11:19:15 time: 0.2808 data_time: 0.0294 memory: 8198 grad_norm: 4.7902 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8310 loss: 1.8310 2022/08/02 17:16:03 - mmengine - INFO - Epoch(train) [20][1760/1879] lr: 1.0000e-02 eta: 1 day, 11:19:08 time: 0.2812 data_time: 0.0238 memory: 8198 grad_norm: 4.9085 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0926 loss: 2.0926 2022/08/02 17:16:08 - mmengine - INFO - Epoch(train) [20][1780/1879] lr: 1.0000e-02 eta: 1 day, 11:19:01 time: 0.2803 data_time: 0.0273 memory: 8198 grad_norm: 4.9291 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.2024 loss: 2.2024 2022/08/02 17:16:14 - mmengine - INFO - Epoch(train) [20][1800/1879] lr: 1.0000e-02 eta: 1 day, 11:18:55 time: 0.2846 data_time: 0.0224 memory: 8198 grad_norm: 5.0388 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1098 loss: 2.1098 2022/08/02 17:16:20 - mmengine - INFO - Epoch(train) [20][1820/1879] lr: 1.0000e-02 eta: 1 day, 11:18:49 time: 0.2856 data_time: 0.0338 memory: 8198 grad_norm: 4.6908 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9764 loss: 1.9764 2022/08/02 17:16:25 - mmengine - INFO - Epoch(train) [20][1840/1879] lr: 1.0000e-02 eta: 1 day, 11:18:42 time: 0.2818 data_time: 0.0223 memory: 8198 grad_norm: 4.7387 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7987 loss: 1.7987 2022/08/02 17:16:31 - mmengine - INFO - Epoch(train) [20][1860/1879] lr: 1.0000e-02 eta: 1 day, 11:18:37 time: 0.2895 data_time: 0.0258 memory: 8198 grad_norm: 4.7392 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.9169 loss: 1.9169 2022/08/02 17:16:36 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:16:36 - mmengine - INFO - Epoch(train) [20][1879/1879] lr: 1.0000e-02 eta: 1 day, 11:18:37 time: 0.2516 data_time: 0.0139 memory: 8198 grad_norm: 4.8884 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.8103 loss: 1.8103 2022/08/02 17:16:36 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/08/02 17:16:45 - mmengine - INFO - Epoch(val) [20][20/155] eta: 0:00:44 time: 0.3279 data_time: 0.2449 memory: 1514 2022/08/02 17:16:49 - mmengine - INFO - Epoch(val) [20][40/155] eta: 0:00:25 time: 0.2206 data_time: 0.1353 memory: 1514 2022/08/02 17:16:55 - mmengine - INFO - Epoch(val) [20][60/155] eta: 0:00:28 time: 0.3016 data_time: 0.2172 memory: 1514 2022/08/02 17:17:00 - mmengine - INFO - Epoch(val) [20][80/155] eta: 0:00:17 time: 0.2388 data_time: 0.1539 memory: 1514 2022/08/02 17:17:06 - mmengine - INFO - Epoch(val) [20][100/155] eta: 0:00:17 time: 0.3115 data_time: 0.2257 memory: 1514 2022/08/02 17:17:11 - mmengine - INFO - Epoch(val) [20][120/155] eta: 0:00:07 time: 0.2265 data_time: 0.1406 memory: 1514 2022/08/02 17:17:17 - mmengine - INFO - Epoch(val) [20][140/155] eta: 0:00:04 time: 0.2821 data_time: 0.1993 memory: 1514 2022/08/02 17:17:23 - mmengine - INFO - Epoch(val) [20][155/155] acc/top1: 0.6095 acc/top5: 0.8279 acc/mean1: 0.6093 2022/08/02 17:17:23 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb/best_acc/top1_epoch_16.pth is removed 2022/08/02 17:17:24 - mmengine - INFO - The best checkpoint with 0.6095 acc/top1 at 21 epoch is saved to best_acc/top1_epoch_21.pth. 2022/08/02 17:17:32 - mmengine - INFO - Epoch(train) [21][20/1879] lr: 1.0000e-02 eta: 1 day, 11:17:43 time: 0.3780 data_time: 0.1252 memory: 8198 grad_norm: 4.7957 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8800 loss: 1.8800 2022/08/02 17:17:37 - mmengine - INFO - Epoch(train) [21][40/1879] lr: 1.0000e-02 eta: 1 day, 11:17:36 time: 0.2823 data_time: 0.0198 memory: 8198 grad_norm: 4.8617 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0052 loss: 2.0052 2022/08/02 17:17:43 - mmengine - INFO - Epoch(train) [21][60/1879] lr: 1.0000e-02 eta: 1 day, 11:17:31 time: 0.2887 data_time: 0.0238 memory: 8198 grad_norm: 4.8629 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8351 loss: 1.8351 2022/08/02 17:17:49 - mmengine - INFO - Epoch(train) [21][80/1879] lr: 1.0000e-02 eta: 1 day, 11:17:24 time: 0.2815 data_time: 0.0201 memory: 8198 grad_norm: 4.8439 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7057 loss: 1.7057 2022/08/02 17:17:55 - mmengine - INFO - Epoch(train) [21][100/1879] lr: 1.0000e-02 eta: 1 day, 11:17:18 time: 0.2836 data_time: 0.0259 memory: 8198 grad_norm: 4.7979 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8419 loss: 1.8419 2022/08/02 17:18:00 - mmengine - INFO - Epoch(train) [21][120/1879] lr: 1.0000e-02 eta: 1 day, 11:17:11 time: 0.2843 data_time: 0.0277 memory: 8198 grad_norm: 4.9164 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9758 loss: 1.9758 2022/08/02 17:18:06 - mmengine - INFO - Epoch(train) [21][140/1879] lr: 1.0000e-02 eta: 1 day, 11:17:04 time: 0.2802 data_time: 0.0226 memory: 8198 grad_norm: 5.0886 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8908 loss: 1.8908 2022/08/02 17:18:12 - mmengine - INFO - Epoch(train) [21][160/1879] lr: 1.0000e-02 eta: 1 day, 11:17:00 time: 0.2944 data_time: 0.0217 memory: 8198 grad_norm: 4.9176 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9388 loss: 1.9388 2022/08/02 17:18:17 - mmengine - INFO - Epoch(train) [21][180/1879] lr: 1.0000e-02 eta: 1 day, 11:16:54 time: 0.2848 data_time: 0.0284 memory: 8198 grad_norm: 4.9840 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8960 loss: 1.8960 2022/08/02 17:18:23 - mmengine - INFO - Epoch(train) [21][200/1879] lr: 1.0000e-02 eta: 1 day, 11:16:47 time: 0.2822 data_time: 0.0281 memory: 8198 grad_norm: 4.8025 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8289 loss: 1.8289 2022/08/02 17:18:29 - mmengine - INFO - Epoch(train) [21][220/1879] lr: 1.0000e-02 eta: 1 day, 11:16:40 time: 0.2789 data_time: 0.0202 memory: 8198 grad_norm: 4.8447 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1677 loss: 2.1677 2022/08/02 17:18:34 - mmengine - INFO - Epoch(train) [21][240/1879] lr: 1.0000e-02 eta: 1 day, 11:16:33 time: 0.2810 data_time: 0.0218 memory: 8198 grad_norm: 4.8161 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0008 loss: 2.0008 2022/08/02 17:18:40 - mmengine - INFO - Epoch(train) [21][260/1879] lr: 1.0000e-02 eta: 1 day, 11:16:27 time: 0.2849 data_time: 0.0257 memory: 8198 grad_norm: 4.9857 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9614 loss: 1.9614 2022/08/02 17:18:46 - mmengine - INFO - Epoch(train) [21][280/1879] lr: 1.0000e-02 eta: 1 day, 11:16:20 time: 0.2812 data_time: 0.0185 memory: 8198 grad_norm: 4.8904 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9972 loss: 1.9972 2022/08/02 17:18:51 - mmengine - INFO - Epoch(train) [21][300/1879] lr: 1.0000e-02 eta: 1 day, 11:16:13 time: 0.2812 data_time: 0.0247 memory: 8198 grad_norm: 4.8571 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9322 loss: 1.9322 2022/08/02 17:18:57 - mmengine - INFO - Epoch(train) [21][320/1879] lr: 1.0000e-02 eta: 1 day, 11:16:05 time: 0.2787 data_time: 0.0201 memory: 8198 grad_norm: 4.9657 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9410 loss: 1.9410 2022/08/02 17:19:03 - mmengine - INFO - Epoch(train) [21][340/1879] lr: 1.0000e-02 eta: 1 day, 11:16:01 time: 0.2926 data_time: 0.0224 memory: 8198 grad_norm: 4.9218 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.7957 loss: 1.7957 2022/08/02 17:19:08 - mmengine - INFO - Epoch(train) [21][360/1879] lr: 1.0000e-02 eta: 1 day, 11:15:54 time: 0.2810 data_time: 0.0179 memory: 8198 grad_norm: 4.8254 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1123 loss: 2.1123 2022/08/02 17:19:14 - mmengine - INFO - Epoch(train) [21][380/1879] lr: 1.0000e-02 eta: 1 day, 11:15:47 time: 0.2816 data_time: 0.0246 memory: 8198 grad_norm: 4.7886 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7875 loss: 1.7875 2022/08/02 17:19:20 - mmengine - INFO - Epoch(train) [21][400/1879] lr: 1.0000e-02 eta: 1 day, 11:15:41 time: 0.2857 data_time: 0.0206 memory: 8198 grad_norm: 4.8975 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0082 loss: 2.0082 2022/08/02 17:19:25 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:19:25 - mmengine - INFO - Epoch(train) [21][420/1879] lr: 1.0000e-02 eta: 1 day, 11:15:34 time: 0.2822 data_time: 0.0257 memory: 8198 grad_norm: 4.9531 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9510 loss: 1.9510 2022/08/02 17:19:31 - mmengine - INFO - Epoch(train) [21][440/1879] lr: 1.0000e-02 eta: 1 day, 11:15:27 time: 0.2793 data_time: 0.0283 memory: 8198 grad_norm: 4.9557 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0132 loss: 2.0132 2022/08/02 17:19:37 - mmengine - INFO - Epoch(train) [21][460/1879] lr: 1.0000e-02 eta: 1 day, 11:15:20 time: 0.2825 data_time: 0.0247 memory: 8198 grad_norm: 4.9350 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0632 loss: 2.0632 2022/08/02 17:19:43 - mmengine - INFO - Epoch(train) [21][480/1879] lr: 1.0000e-02 eta: 1 day, 11:15:19 time: 0.3052 data_time: 0.0224 memory: 8198 grad_norm: 4.9386 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1806 loss: 2.1806 2022/08/02 17:19:48 - mmengine - INFO - Epoch(train) [21][500/1879] lr: 1.0000e-02 eta: 1 day, 11:15:11 time: 0.2786 data_time: 0.0235 memory: 8198 grad_norm: 4.8856 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0912 loss: 2.0912 2022/08/02 17:19:54 - mmengine - INFO - Epoch(train) [21][520/1879] lr: 1.0000e-02 eta: 1 day, 11:15:05 time: 0.2840 data_time: 0.0182 memory: 8198 grad_norm: 4.7880 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1244 loss: 2.1244 2022/08/02 17:20:00 - mmengine - INFO - Epoch(train) [21][540/1879] lr: 1.0000e-02 eta: 1 day, 11:14:58 time: 0.2800 data_time: 0.0226 memory: 8198 grad_norm: 4.9817 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8519 loss: 1.8519 2022/08/02 17:20:05 - mmengine - INFO - Epoch(train) [21][560/1879] lr: 1.0000e-02 eta: 1 day, 11:14:51 time: 0.2823 data_time: 0.0237 memory: 8198 grad_norm: 4.9363 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2761 loss: 2.2761 2022/08/02 17:20:11 - mmengine - INFO - Epoch(train) [21][580/1879] lr: 1.0000e-02 eta: 1 day, 11:14:45 time: 0.2844 data_time: 0.0194 memory: 8198 grad_norm: 4.9360 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9055 loss: 1.9055 2022/08/02 17:20:17 - mmengine - INFO - Epoch(train) [21][600/1879] lr: 1.0000e-02 eta: 1 day, 11:14:38 time: 0.2817 data_time: 0.0199 memory: 8198 grad_norm: 4.9881 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8331 loss: 1.8331 2022/08/02 17:20:22 - mmengine - INFO - Epoch(train) [21][620/1879] lr: 1.0000e-02 eta: 1 day, 11:14:32 time: 0.2841 data_time: 0.0280 memory: 8198 grad_norm: 4.9007 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1286 loss: 2.1286 2022/08/02 17:20:28 - mmengine - INFO - Epoch(train) [21][640/1879] lr: 1.0000e-02 eta: 1 day, 11:14:25 time: 0.2813 data_time: 0.0253 memory: 8198 grad_norm: 4.9485 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.0319 loss: 2.0319 2022/08/02 17:20:34 - mmengine - INFO - Epoch(train) [21][660/1879] lr: 1.0000e-02 eta: 1 day, 11:14:18 time: 0.2835 data_time: 0.0277 memory: 8198 grad_norm: 4.8999 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0169 loss: 2.0169 2022/08/02 17:20:39 - mmengine - INFO - Epoch(train) [21][680/1879] lr: 1.0000e-02 eta: 1 day, 11:14:11 time: 0.2783 data_time: 0.0213 memory: 8198 grad_norm: 4.9451 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0734 loss: 2.0734 2022/08/02 17:20:45 - mmengine - INFO - Epoch(train) [21][700/1879] lr: 1.0000e-02 eta: 1 day, 11:14:05 time: 0.2876 data_time: 0.0269 memory: 8198 grad_norm: 4.9033 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1414 loss: 2.1414 2022/08/02 17:20:50 - mmengine - INFO - Epoch(train) [21][720/1879] lr: 1.0000e-02 eta: 1 day, 11:13:58 time: 0.2803 data_time: 0.0233 memory: 8198 grad_norm: 4.8121 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.8008 loss: 1.8008 2022/08/02 17:20:56 - mmengine - INFO - Epoch(train) [21][740/1879] lr: 1.0000e-02 eta: 1 day, 11:13:51 time: 0.2822 data_time: 0.0228 memory: 8198 grad_norm: 4.9073 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1117 loss: 2.1117 2022/08/02 17:21:02 - mmengine - INFO - Epoch(train) [21][760/1879] lr: 1.0000e-02 eta: 1 day, 11:13:47 time: 0.2941 data_time: 0.0244 memory: 8198 grad_norm: 4.9357 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1652 loss: 2.1652 2022/08/02 17:21:08 - mmengine - INFO - Epoch(train) [21][780/1879] lr: 1.0000e-02 eta: 1 day, 11:13:40 time: 0.2800 data_time: 0.0236 memory: 8198 grad_norm: 4.8789 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0865 loss: 2.0865 2022/08/02 17:21:14 - mmengine - INFO - Epoch(train) [21][800/1879] lr: 1.0000e-02 eta: 1 day, 11:13:36 time: 0.2924 data_time: 0.0209 memory: 8198 grad_norm: 4.8026 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8759 loss: 1.8759 2022/08/02 17:21:19 - mmengine - INFO - Epoch(train) [21][820/1879] lr: 1.0000e-02 eta: 1 day, 11:13:30 time: 0.2864 data_time: 0.0302 memory: 8198 grad_norm: 4.9782 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.9507 loss: 1.9507 2022/08/02 17:21:25 - mmengine - INFO - Epoch(train) [21][840/1879] lr: 1.0000e-02 eta: 1 day, 11:13:22 time: 0.2792 data_time: 0.0256 memory: 8198 grad_norm: 4.8989 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8905 loss: 1.8905 2022/08/02 17:21:30 - mmengine - INFO - Epoch(train) [21][860/1879] lr: 1.0000e-02 eta: 1 day, 11:13:16 time: 0.2834 data_time: 0.0263 memory: 8198 grad_norm: 4.9469 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0510 loss: 2.0510 2022/08/02 17:21:36 - mmengine - INFO - Epoch(train) [21][880/1879] lr: 1.0000e-02 eta: 1 day, 11:13:09 time: 0.2829 data_time: 0.0195 memory: 8198 grad_norm: 5.0215 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.2043 loss: 2.2043 2022/08/02 17:21:42 - mmengine - INFO - Epoch(train) [21][900/1879] lr: 1.0000e-02 eta: 1 day, 11:13:04 time: 0.2885 data_time: 0.0241 memory: 8198 grad_norm: 4.8672 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9699 loss: 1.9699 2022/08/02 17:21:47 - mmengine - INFO - Epoch(train) [21][920/1879] lr: 1.0000e-02 eta: 1 day, 11:12:56 time: 0.2757 data_time: 0.0188 memory: 8198 grad_norm: 4.8172 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.9457 loss: 1.9457 2022/08/02 17:21:53 - mmengine - INFO - Epoch(train) [21][940/1879] lr: 1.0000e-02 eta: 1 day, 11:12:49 time: 0.2819 data_time: 0.0253 memory: 8198 grad_norm: 5.0170 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0220 loss: 2.0220 2022/08/02 17:21:59 - mmengine - INFO - Epoch(train) [21][960/1879] lr: 1.0000e-02 eta: 1 day, 11:12:43 time: 0.2842 data_time: 0.0255 memory: 8198 grad_norm: 4.9795 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.9813 loss: 1.9813 2022/08/02 17:22:05 - mmengine - INFO - Epoch(train) [21][980/1879] lr: 1.0000e-02 eta: 1 day, 11:12:38 time: 0.2903 data_time: 0.0223 memory: 8198 grad_norm: 4.9876 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.1624 loss: 2.1624 2022/08/02 17:22:10 - mmengine - INFO - Epoch(train) [21][1000/1879] lr: 1.0000e-02 eta: 1 day, 11:12:31 time: 0.2788 data_time: 0.0208 memory: 8198 grad_norm: 4.8719 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9175 loss: 1.9175 2022/08/02 17:22:16 - mmengine - INFO - Epoch(train) [21][1020/1879] lr: 1.0000e-02 eta: 1 day, 11:12:24 time: 0.2828 data_time: 0.0224 memory: 8198 grad_norm: 4.8758 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8126 loss: 1.8126 2022/08/02 17:22:21 - mmengine - INFO - Epoch(train) [21][1040/1879] lr: 1.0000e-02 eta: 1 day, 11:12:18 time: 0.2833 data_time: 0.0202 memory: 8198 grad_norm: 5.0110 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 2.1240 loss: 2.1240 2022/08/02 17:22:27 - mmengine - INFO - Epoch(train) [21][1060/1879] lr: 1.0000e-02 eta: 1 day, 11:12:11 time: 0.2824 data_time: 0.0269 memory: 8198 grad_norm: 5.0059 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8801 loss: 1.8801 2022/08/02 17:22:33 - mmengine - INFO - Epoch(train) [21][1080/1879] lr: 1.0000e-02 eta: 1 day, 11:12:05 time: 0.2845 data_time: 0.0204 memory: 8198 grad_norm: 4.9735 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0470 loss: 2.0470 2022/08/02 17:22:38 - mmengine - INFO - Epoch(train) [21][1100/1879] lr: 1.0000e-02 eta: 1 day, 11:11:58 time: 0.2812 data_time: 0.0243 memory: 8198 grad_norm: 4.9709 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.1047 loss: 2.1047 2022/08/02 17:22:44 - mmengine - INFO - Epoch(train) [21][1120/1879] lr: 1.0000e-02 eta: 1 day, 11:11:51 time: 0.2811 data_time: 0.0251 memory: 8198 grad_norm: 5.0446 top1_acc: 0.1875 top5_acc: 0.5625 loss_cls: 2.0875 loss: 2.0875 2022/08/02 17:22:50 - mmengine - INFO - Epoch(train) [21][1140/1879] lr: 1.0000e-02 eta: 1 day, 11:11:45 time: 0.2873 data_time: 0.0250 memory: 8198 grad_norm: 4.9288 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0449 loss: 2.0449 2022/08/02 17:22:55 - mmengine - INFO - Epoch(train) [21][1160/1879] lr: 1.0000e-02 eta: 1 day, 11:11:38 time: 0.2798 data_time: 0.0241 memory: 8198 grad_norm: 5.0451 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9935 loss: 1.9935 2022/08/02 17:23:01 - mmengine - INFO - Epoch(train) [21][1180/1879] lr: 1.0000e-02 eta: 1 day, 11:11:32 time: 0.2861 data_time: 0.0220 memory: 8198 grad_norm: 5.0028 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0416 loss: 2.0416 2022/08/02 17:23:07 - mmengine - INFO - Epoch(train) [21][1200/1879] lr: 1.0000e-02 eta: 1 day, 11:11:25 time: 0.2793 data_time: 0.0218 memory: 8198 grad_norm: 4.9104 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0380 loss: 2.0380 2022/08/02 17:23:12 - mmengine - INFO - Epoch(train) [21][1220/1879] lr: 1.0000e-02 eta: 1 day, 11:11:19 time: 0.2848 data_time: 0.0284 memory: 8198 grad_norm: 4.9484 top1_acc: 0.2500 top5_acc: 0.8125 loss_cls: 2.1153 loss: 2.1153 2022/08/02 17:23:18 - mmengine - INFO - Epoch(train) [21][1240/1879] lr: 1.0000e-02 eta: 1 day, 11:11:12 time: 0.2813 data_time: 0.0187 memory: 8198 grad_norm: 4.8430 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9885 loss: 1.9885 2022/08/02 17:23:24 - mmengine - INFO - Epoch(train) [21][1260/1879] lr: 1.0000e-02 eta: 1 day, 11:11:07 time: 0.2903 data_time: 0.0252 memory: 8198 grad_norm: 5.0452 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8382 loss: 1.8382 2022/08/02 17:23:30 - mmengine - INFO - Epoch(train) [21][1280/1879] lr: 1.0000e-02 eta: 1 day, 11:11:01 time: 0.2835 data_time: 0.0276 memory: 8198 grad_norm: 4.9638 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.9075 loss: 1.9075 2022/08/02 17:23:35 - mmengine - INFO - Epoch(train) [21][1300/1879] lr: 1.0000e-02 eta: 1 day, 11:10:54 time: 0.2816 data_time: 0.0274 memory: 8198 grad_norm: 4.8689 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 2.0793 loss: 2.0793 2022/08/02 17:23:41 - mmengine - INFO - Epoch(train) [21][1320/1879] lr: 1.0000e-02 eta: 1 day, 11:10:47 time: 0.2812 data_time: 0.0261 memory: 8198 grad_norm: 5.0337 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0009 loss: 2.0009 2022/08/02 17:23:46 - mmengine - INFO - Epoch(train) [21][1340/1879] lr: 1.0000e-02 eta: 1 day, 11:10:40 time: 0.2812 data_time: 0.0266 memory: 8198 grad_norm: 4.9157 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8368 loss: 1.8368 2022/08/02 17:23:52 - mmengine - INFO - Epoch(train) [21][1360/1879] lr: 1.0000e-02 eta: 1 day, 11:10:34 time: 0.2865 data_time: 0.0209 memory: 8198 grad_norm: 4.8615 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.1748 loss: 2.1748 2022/08/02 17:23:58 - mmengine - INFO - Epoch(train) [21][1380/1879] lr: 1.0000e-02 eta: 1 day, 11:10:27 time: 0.2805 data_time: 0.0262 memory: 8198 grad_norm: 4.8518 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.2108 loss: 2.2108 2022/08/02 17:24:04 - mmengine - INFO - Epoch(train) [21][1400/1879] lr: 1.0000e-02 eta: 1 day, 11:10:24 time: 0.2983 data_time: 0.0206 memory: 8198 grad_norm: 4.8283 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9690 loss: 1.9690 2022/08/02 17:24:09 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:24:09 - mmengine - INFO - Epoch(train) [21][1420/1879] lr: 1.0000e-02 eta: 1 day, 11:10:17 time: 0.2798 data_time: 0.0261 memory: 8198 grad_norm: 4.7580 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9680 loss: 1.9680 2022/08/02 17:24:15 - mmengine - INFO - Epoch(train) [21][1440/1879] lr: 1.0000e-02 eta: 1 day, 11:10:11 time: 0.2859 data_time: 0.0219 memory: 8198 grad_norm: 5.1108 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1406 loss: 2.1406 2022/08/02 17:24:21 - mmengine - INFO - Epoch(train) [21][1460/1879] lr: 1.0000e-02 eta: 1 day, 11:10:05 time: 0.2833 data_time: 0.0259 memory: 8198 grad_norm: 4.9019 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1394 loss: 2.1394 2022/08/02 17:24:26 - mmengine - INFO - Epoch(train) [21][1480/1879] lr: 1.0000e-02 eta: 1 day, 11:09:57 time: 0.2768 data_time: 0.0198 memory: 8198 grad_norm: 4.9273 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7316 loss: 1.7316 2022/08/02 17:24:32 - mmengine - INFO - Epoch(train) [21][1500/1879] lr: 1.0000e-02 eta: 1 day, 11:09:50 time: 0.2823 data_time: 0.0253 memory: 8198 grad_norm: 4.9911 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0404 loss: 2.0404 2022/08/02 17:24:38 - mmengine - INFO - Epoch(train) [21][1520/1879] lr: 1.0000e-02 eta: 1 day, 11:09:43 time: 0.2821 data_time: 0.0219 memory: 8198 grad_norm: 4.9679 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9173 loss: 1.9173 2022/08/02 17:24:44 - mmengine - INFO - Epoch(train) [21][1540/1879] lr: 1.0000e-02 eta: 1 day, 11:09:40 time: 0.2988 data_time: 0.0186 memory: 8198 grad_norm: 4.8211 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8478 loss: 1.8478 2022/08/02 17:24:49 - mmengine - INFO - Epoch(train) [21][1560/1879] lr: 1.0000e-02 eta: 1 day, 11:09:33 time: 0.2776 data_time: 0.0193 memory: 8198 grad_norm: 4.9350 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7619 loss: 1.7619 2022/08/02 17:24:55 - mmengine - INFO - Epoch(train) [21][1580/1879] lr: 1.0000e-02 eta: 1 day, 11:09:26 time: 0.2845 data_time: 0.0269 memory: 8198 grad_norm: 4.8767 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 2.0049 loss: 2.0049 2022/08/02 17:25:01 - mmengine - INFO - Epoch(train) [21][1600/1879] lr: 1.0000e-02 eta: 1 day, 11:09:22 time: 0.2928 data_time: 0.0318 memory: 8198 grad_norm: 4.7570 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0330 loss: 2.0330 2022/08/02 17:25:06 - mmengine - INFO - Epoch(train) [21][1620/1879] lr: 1.0000e-02 eta: 1 day, 11:09:15 time: 0.2796 data_time: 0.0257 memory: 8198 grad_norm: 4.7510 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9789 loss: 1.9789 2022/08/02 17:25:12 - mmengine - INFO - Epoch(train) [21][1640/1879] lr: 1.0000e-02 eta: 1 day, 11:09:09 time: 0.2872 data_time: 0.0196 memory: 8198 grad_norm: 5.0278 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0231 loss: 2.0231 2022/08/02 17:25:18 - mmengine - INFO - Epoch(train) [21][1660/1879] lr: 1.0000e-02 eta: 1 day, 11:09:02 time: 0.2807 data_time: 0.0233 memory: 8198 grad_norm: 4.8684 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.1551 loss: 2.1551 2022/08/02 17:25:23 - mmengine - INFO - Epoch(train) [21][1680/1879] lr: 1.0000e-02 eta: 1 day, 11:08:57 time: 0.2887 data_time: 0.0244 memory: 8198 grad_norm: 4.7539 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0860 loss: 2.0860 2022/08/02 17:25:29 - mmengine - INFO - Epoch(train) [21][1700/1879] lr: 1.0000e-02 eta: 1 day, 11:08:50 time: 0.2804 data_time: 0.0285 memory: 8198 grad_norm: 4.8982 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8989 loss: 1.8989 2022/08/02 17:25:35 - mmengine - INFO - Epoch(train) [21][1720/1879] lr: 1.0000e-02 eta: 1 day, 11:08:44 time: 0.2867 data_time: 0.0203 memory: 8198 grad_norm: 4.9702 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9769 loss: 1.9769 2022/08/02 17:25:41 - mmengine - INFO - Epoch(train) [21][1740/1879] lr: 1.0000e-02 eta: 1 day, 11:08:39 time: 0.2863 data_time: 0.0206 memory: 8198 grad_norm: 4.8906 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9179 loss: 1.9179 2022/08/02 17:25:46 - mmengine - INFO - Epoch(train) [21][1760/1879] lr: 1.0000e-02 eta: 1 day, 11:08:31 time: 0.2766 data_time: 0.0193 memory: 8198 grad_norm: 4.8850 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8296 loss: 1.8296 2022/08/02 17:25:52 - mmengine - INFO - Epoch(train) [21][1780/1879] lr: 1.0000e-02 eta: 1 day, 11:08:24 time: 0.2813 data_time: 0.0277 memory: 8198 grad_norm: 4.9130 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9114 loss: 1.9114 2022/08/02 17:25:58 - mmengine - INFO - Epoch(train) [21][1800/1879] lr: 1.0000e-02 eta: 1 day, 11:08:20 time: 0.2946 data_time: 0.0231 memory: 8198 grad_norm: 4.8439 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.0533 loss: 2.0533 2022/08/02 17:26:03 - mmengine - INFO - Epoch(train) [21][1820/1879] lr: 1.0000e-02 eta: 1 day, 11:08:14 time: 0.2882 data_time: 0.0237 memory: 8198 grad_norm: 4.8238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8694 loss: 1.8694 2022/08/02 17:26:09 - mmengine - INFO - Epoch(train) [21][1840/1879] lr: 1.0000e-02 eta: 1 day, 11:08:08 time: 0.2816 data_time: 0.0207 memory: 8198 grad_norm: 4.9341 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0157 loss: 2.0157 2022/08/02 17:26:15 - mmengine - INFO - Epoch(train) [21][1860/1879] lr: 1.0000e-02 eta: 1 day, 11:08:01 time: 0.2830 data_time: 0.0259 memory: 8198 grad_norm: 4.8726 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0593 loss: 2.0593 2022/08/02 17:26:19 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:26:19 - mmengine - INFO - Epoch(train) [21][1879/1879] lr: 1.0000e-02 eta: 1 day, 11:08:01 time: 0.2543 data_time: 0.0165 memory: 8198 grad_norm: 5.0059 top1_acc: 0.4286 top5_acc: 0.4286 loss_cls: 1.9677 loss: 1.9677 2022/08/02 17:26:28 - mmengine - INFO - Epoch(train) [22][20/1879] lr: 1.0000e-02 eta: 1 day, 11:07:19 time: 0.4219 data_time: 0.1196 memory: 8198 grad_norm: 4.8069 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0538 loss: 2.0538 2022/08/02 17:26:34 - mmengine - INFO - Epoch(train) [22][40/1879] lr: 1.0000e-02 eta: 1 day, 11:07:14 time: 0.2870 data_time: 0.0218 memory: 8198 grad_norm: 4.7644 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7913 loss: 1.7913 2022/08/02 17:26:39 - mmengine - INFO - Epoch(train) [22][60/1879] lr: 1.0000e-02 eta: 1 day, 11:07:08 time: 0.2872 data_time: 0.0268 memory: 8198 grad_norm: 4.9435 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9137 loss: 1.9137 2022/08/02 17:26:46 - mmengine - INFO - Epoch(train) [22][80/1879] lr: 1.0000e-02 eta: 1 day, 11:07:06 time: 0.3033 data_time: 0.0228 memory: 8198 grad_norm: 4.9878 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1722 loss: 2.1722 2022/08/02 17:26:51 - mmengine - INFO - Epoch(train) [22][100/1879] lr: 1.0000e-02 eta: 1 day, 11:06:59 time: 0.2786 data_time: 0.0283 memory: 8198 grad_norm: 4.9042 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6704 loss: 1.6704 2022/08/02 17:26:57 - mmengine - INFO - Epoch(train) [22][120/1879] lr: 1.0000e-02 eta: 1 day, 11:06:52 time: 0.2800 data_time: 0.0234 memory: 8198 grad_norm: 4.9879 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9808 loss: 1.9808 2022/08/02 17:27:02 - mmengine - INFO - Epoch(train) [22][140/1879] lr: 1.0000e-02 eta: 1 day, 11:06:45 time: 0.2801 data_time: 0.0214 memory: 8198 grad_norm: 4.9182 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8332 loss: 1.8332 2022/08/02 17:27:08 - mmengine - INFO - Epoch(train) [22][160/1879] lr: 1.0000e-02 eta: 1 day, 11:06:37 time: 0.2783 data_time: 0.0224 memory: 8198 grad_norm: 4.9441 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0450 loss: 2.0450 2022/08/02 17:27:14 - mmengine - INFO - Epoch(train) [22][180/1879] lr: 1.0000e-02 eta: 1 day, 11:06:30 time: 0.2805 data_time: 0.0239 memory: 8198 grad_norm: 4.8604 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9728 loss: 1.9728 2022/08/02 17:27:19 - mmengine - INFO - Epoch(train) [22][200/1879] lr: 1.0000e-02 eta: 1 day, 11:06:24 time: 0.2852 data_time: 0.0251 memory: 8198 grad_norm: 4.8811 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9057 loss: 1.9057 2022/08/02 17:27:25 - mmengine - INFO - Epoch(train) [22][220/1879] lr: 1.0000e-02 eta: 1 day, 11:06:18 time: 0.2863 data_time: 0.0234 memory: 8198 grad_norm: 4.8950 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9242 loss: 1.9242 2022/08/02 17:27:30 - mmengine - INFO - Epoch(train) [22][240/1879] lr: 1.0000e-02 eta: 1 day, 11:06:11 time: 0.2770 data_time: 0.0200 memory: 8198 grad_norm: 4.8614 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8431 loss: 1.8431 2022/08/02 17:27:36 - mmengine - INFO - Epoch(train) [22][260/1879] lr: 1.0000e-02 eta: 1 day, 11:06:04 time: 0.2805 data_time: 0.0206 memory: 8198 grad_norm: 4.9436 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1819 loss: 2.1819 2022/08/02 17:27:42 - mmengine - INFO - Epoch(train) [22][280/1879] lr: 1.0000e-02 eta: 1 day, 11:05:59 time: 0.2900 data_time: 0.0229 memory: 8198 grad_norm: 4.9586 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.2221 loss: 2.2221 2022/08/02 17:27:48 - mmengine - INFO - Epoch(train) [22][300/1879] lr: 1.0000e-02 eta: 1 day, 11:05:52 time: 0.2806 data_time: 0.0221 memory: 8198 grad_norm: 4.9487 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0380 loss: 2.0380 2022/08/02 17:27:53 - mmengine - INFO - Epoch(train) [22][320/1879] lr: 1.0000e-02 eta: 1 day, 11:05:46 time: 0.2861 data_time: 0.0209 memory: 8198 grad_norm: 4.9788 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8696 loss: 1.8696 2022/08/02 17:27:59 - mmengine - INFO - Epoch(train) [22][340/1879] lr: 1.0000e-02 eta: 1 day, 11:05:39 time: 0.2819 data_time: 0.0204 memory: 8198 grad_norm: 5.0270 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.2158 loss: 2.2158 2022/08/02 17:28:04 - mmengine - INFO - Epoch(train) [22][360/1879] lr: 1.0000e-02 eta: 1 day, 11:05:32 time: 0.2795 data_time: 0.0210 memory: 8198 grad_norm: 4.8122 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.8756 loss: 1.8756 2022/08/02 17:28:10 - mmengine - INFO - Epoch(train) [22][380/1879] lr: 1.0000e-02 eta: 1 day, 11:05:26 time: 0.2873 data_time: 0.0275 memory: 8198 grad_norm: 4.7558 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9430 loss: 1.9430 2022/08/02 17:28:16 - mmengine - INFO - Epoch(train) [22][400/1879] lr: 1.0000e-02 eta: 1 day, 11:05:20 time: 0.2840 data_time: 0.0248 memory: 8198 grad_norm: 4.9026 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.1310 loss: 2.1310 2022/08/02 17:28:22 - mmengine - INFO - Epoch(train) [22][420/1879] lr: 1.0000e-02 eta: 1 day, 11:05:15 time: 0.2873 data_time: 0.0244 memory: 8198 grad_norm: 4.8869 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9924 loss: 1.9924 2022/08/02 17:28:27 - mmengine - INFO - Epoch(train) [22][440/1879] lr: 1.0000e-02 eta: 1 day, 11:05:09 time: 0.2849 data_time: 0.0264 memory: 8198 grad_norm: 4.9209 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0870 loss: 2.0870 2022/08/02 17:28:33 - mmengine - INFO - Epoch(train) [22][460/1879] lr: 1.0000e-02 eta: 1 day, 11:05:02 time: 0.2836 data_time: 0.0226 memory: 8198 grad_norm: 4.8168 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8680 loss: 1.8680 2022/08/02 17:28:39 - mmengine - INFO - Epoch(train) [22][480/1879] lr: 1.0000e-02 eta: 1 day, 11:04:55 time: 0.2811 data_time: 0.0235 memory: 8198 grad_norm: 4.8312 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0199 loss: 2.0199 2022/08/02 17:28:44 - mmengine - INFO - Epoch(train) [22][500/1879] lr: 1.0000e-02 eta: 1 day, 11:04:50 time: 0.2859 data_time: 0.0263 memory: 8198 grad_norm: 4.9288 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.0421 loss: 2.0421 2022/08/02 17:28:50 - mmengine - INFO - Epoch(train) [22][520/1879] lr: 1.0000e-02 eta: 1 day, 11:04:42 time: 0.2801 data_time: 0.0266 memory: 8198 grad_norm: 4.8475 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8853 loss: 1.8853 2022/08/02 17:28:56 - mmengine - INFO - Epoch(train) [22][540/1879] lr: 1.0000e-02 eta: 1 day, 11:04:36 time: 0.2819 data_time: 0.0279 memory: 8198 grad_norm: 4.8646 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.7420 loss: 1.7420 2022/08/02 17:28:56 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:29:01 - mmengine - INFO - Epoch(train) [22][560/1879] lr: 1.0000e-02 eta: 1 day, 11:04:30 time: 0.2846 data_time: 0.0184 memory: 8198 grad_norm: 4.9279 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.0224 loss: 2.0224 2022/08/02 17:29:07 - mmengine - INFO - Epoch(train) [22][580/1879] lr: 1.0000e-02 eta: 1 day, 11:04:23 time: 0.2805 data_time: 0.0223 memory: 8198 grad_norm: 4.9112 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0982 loss: 2.0982 2022/08/02 17:29:13 - mmengine - INFO - Epoch(train) [22][600/1879] lr: 1.0000e-02 eta: 1 day, 11:04:23 time: 0.3148 data_time: 0.0197 memory: 8198 grad_norm: 4.9467 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9733 loss: 1.9733 2022/08/02 17:29:19 - mmengine - INFO - Epoch(train) [22][620/1879] lr: 1.0000e-02 eta: 1 day, 11:04:16 time: 0.2804 data_time: 0.0204 memory: 8198 grad_norm: 4.9800 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7452 loss: 1.7452 2022/08/02 17:29:24 - mmengine - INFO - Epoch(train) [22][640/1879] lr: 1.0000e-02 eta: 1 day, 11:04:09 time: 0.2802 data_time: 0.0234 memory: 8198 grad_norm: 4.8310 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 2.0921 loss: 2.0921 2022/08/02 17:29:30 - mmengine - INFO - Epoch(train) [22][660/1879] lr: 1.0000e-02 eta: 1 day, 11:04:03 time: 0.2835 data_time: 0.0261 memory: 8198 grad_norm: 4.9376 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2094 loss: 2.2094 2022/08/02 17:29:36 - mmengine - INFO - Epoch(train) [22][680/1879] lr: 1.0000e-02 eta: 1 day, 11:03:56 time: 0.2810 data_time: 0.0247 memory: 8198 grad_norm: 4.7346 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9319 loss: 1.9319 2022/08/02 17:29:42 - mmengine - INFO - Epoch(train) [22][700/1879] lr: 1.0000e-02 eta: 1 day, 11:03:51 time: 0.2892 data_time: 0.0264 memory: 8198 grad_norm: 4.7548 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9040 loss: 1.9040 2022/08/02 17:29:47 - mmengine - INFO - Epoch(train) [22][720/1879] lr: 1.0000e-02 eta: 1 day, 11:03:44 time: 0.2800 data_time: 0.0209 memory: 8198 grad_norm: 4.7569 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8103 loss: 1.8103 2022/08/02 17:29:53 - mmengine - INFO - Epoch(train) [22][740/1879] lr: 1.0000e-02 eta: 1 day, 11:03:37 time: 0.2826 data_time: 0.0220 memory: 8198 grad_norm: 4.8427 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9632 loss: 1.9632 2022/08/02 17:29:58 - mmengine - INFO - Epoch(train) [22][760/1879] lr: 1.0000e-02 eta: 1 day, 11:03:30 time: 0.2803 data_time: 0.0223 memory: 8198 grad_norm: 4.9539 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0331 loss: 2.0331 2022/08/02 17:30:04 - mmengine - INFO - Epoch(train) [22][780/1879] lr: 1.0000e-02 eta: 1 day, 11:03:23 time: 0.2800 data_time: 0.0225 memory: 8198 grad_norm: 4.8302 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8051 loss: 1.8051 2022/08/02 17:30:10 - mmengine - INFO - Epoch(train) [22][800/1879] lr: 1.0000e-02 eta: 1 day, 11:03:16 time: 0.2811 data_time: 0.0228 memory: 8198 grad_norm: 4.9009 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7981 loss: 1.7981 2022/08/02 17:30:15 - mmengine - INFO - Epoch(train) [22][820/1879] lr: 1.0000e-02 eta: 1 day, 11:03:10 time: 0.2829 data_time: 0.0226 memory: 8198 grad_norm: 4.9668 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0722 loss: 2.0722 2022/08/02 17:30:21 - mmengine - INFO - Epoch(train) [22][840/1879] lr: 1.0000e-02 eta: 1 day, 11:03:07 time: 0.2986 data_time: 0.0255 memory: 8198 grad_norm: 5.0538 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0218 loss: 2.0218 2022/08/02 17:30:27 - mmengine - INFO - Epoch(train) [22][860/1879] lr: 1.0000e-02 eta: 1 day, 11:02:59 time: 0.2784 data_time: 0.0211 memory: 8198 grad_norm: 4.7399 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8963 loss: 1.8963 2022/08/02 17:30:33 - mmengine - INFO - Epoch(train) [22][880/1879] lr: 1.0000e-02 eta: 1 day, 11:02:53 time: 0.2851 data_time: 0.0229 memory: 8198 grad_norm: 5.0003 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0152 loss: 2.0152 2022/08/02 17:30:38 - mmengine - INFO - Epoch(train) [22][900/1879] lr: 1.0000e-02 eta: 1 day, 11:02:45 time: 0.2774 data_time: 0.0195 memory: 8198 grad_norm: 4.9439 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.9319 loss: 1.9319 2022/08/02 17:30:44 - mmengine - INFO - Epoch(train) [22][920/1879] lr: 1.0000e-02 eta: 1 day, 11:02:43 time: 0.3035 data_time: 0.0241 memory: 8198 grad_norm: 4.7867 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8675 loss: 1.8675 2022/08/02 17:30:50 - mmengine - INFO - Epoch(train) [22][940/1879] lr: 1.0000e-02 eta: 1 day, 11:02:37 time: 0.2839 data_time: 0.0271 memory: 8198 grad_norm: 4.9455 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8955 loss: 1.8955 2022/08/02 17:30:56 - mmengine - INFO - Epoch(train) [22][960/1879] lr: 1.0000e-02 eta: 1 day, 11:02:31 time: 0.2823 data_time: 0.0213 memory: 8198 grad_norm: 4.9928 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.8434 loss: 1.8434 2022/08/02 17:31:01 - mmengine - INFO - Epoch(train) [22][980/1879] lr: 1.0000e-02 eta: 1 day, 11:02:25 time: 0.2877 data_time: 0.0267 memory: 8198 grad_norm: 4.9878 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0658 loss: 2.0658 2022/08/02 17:31:07 - mmengine - INFO - Epoch(train) [22][1000/1879] lr: 1.0000e-02 eta: 1 day, 11:02:17 time: 0.2753 data_time: 0.0206 memory: 8198 grad_norm: 4.9105 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9815 loss: 1.9815 2022/08/02 17:31:12 - mmengine - INFO - Epoch(train) [22][1020/1879] lr: 1.0000e-02 eta: 1 day, 11:02:10 time: 0.2793 data_time: 0.0227 memory: 8198 grad_norm: 4.8751 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8417 loss: 1.8417 2022/08/02 17:31:18 - mmengine - INFO - Epoch(train) [22][1040/1879] lr: 1.0000e-02 eta: 1 day, 11:02:02 time: 0.2783 data_time: 0.0218 memory: 8198 grad_norm: 4.9122 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.1844 loss: 2.1844 2022/08/02 17:31:24 - mmengine - INFO - Epoch(train) [22][1060/1879] lr: 1.0000e-02 eta: 1 day, 11:01:56 time: 0.2837 data_time: 0.0257 memory: 8198 grad_norm: 5.0711 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8303 loss: 1.8303 2022/08/02 17:31:29 - mmengine - INFO - Epoch(train) [22][1080/1879] lr: 1.0000e-02 eta: 1 day, 11:01:50 time: 0.2845 data_time: 0.0230 memory: 8198 grad_norm: 4.8009 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0169 loss: 2.0169 2022/08/02 17:31:35 - mmengine - INFO - Epoch(train) [22][1100/1879] lr: 1.0000e-02 eta: 1 day, 11:01:45 time: 0.2902 data_time: 0.0231 memory: 8198 grad_norm: 4.7802 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9146 loss: 1.9146 2022/08/02 17:31:41 - mmengine - INFO - Epoch(train) [22][1120/1879] lr: 1.0000e-02 eta: 1 day, 11:01:39 time: 0.2859 data_time: 0.0220 memory: 8198 grad_norm: 4.9483 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8777 loss: 1.8777 2022/08/02 17:31:46 - mmengine - INFO - Epoch(train) [22][1140/1879] lr: 1.0000e-02 eta: 1 day, 11:01:32 time: 0.2802 data_time: 0.0210 memory: 8198 grad_norm: 4.9434 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0247 loss: 2.0247 2022/08/02 17:31:52 - mmengine - INFO - Epoch(train) [22][1160/1879] lr: 1.0000e-02 eta: 1 day, 11:01:26 time: 0.2838 data_time: 0.0208 memory: 8198 grad_norm: 4.9267 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0884 loss: 2.0884 2022/08/02 17:31:58 - mmengine - INFO - Epoch(train) [22][1180/1879] lr: 1.0000e-02 eta: 1 day, 11:01:19 time: 0.2809 data_time: 0.0249 memory: 8198 grad_norm: 5.0010 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8278 loss: 1.8278 2022/08/02 17:32:04 - mmengine - INFO - Epoch(train) [22][1200/1879] lr: 1.0000e-02 eta: 1 day, 11:01:14 time: 0.2875 data_time: 0.0263 memory: 8198 grad_norm: 4.8248 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7060 loss: 1.7060 2022/08/02 17:32:09 - mmengine - INFO - Epoch(train) [22][1220/1879] lr: 1.0000e-02 eta: 1 day, 11:01:07 time: 0.2817 data_time: 0.0243 memory: 8198 grad_norm: 4.8372 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8391 loss: 1.8391 2022/08/02 17:32:15 - mmengine - INFO - Epoch(train) [22][1240/1879] lr: 1.0000e-02 eta: 1 day, 11:01:00 time: 0.2807 data_time: 0.0272 memory: 8198 grad_norm: 4.8687 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8533 loss: 1.8533 2022/08/02 17:32:21 - mmengine - INFO - Epoch(train) [22][1260/1879] lr: 1.0000e-02 eta: 1 day, 11:00:54 time: 0.2867 data_time: 0.0212 memory: 8198 grad_norm: 5.0492 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9586 loss: 1.9586 2022/08/02 17:32:26 - mmengine - INFO - Epoch(train) [22][1280/1879] lr: 1.0000e-02 eta: 1 day, 11:00:48 time: 0.2831 data_time: 0.0266 memory: 8198 grad_norm: 4.9139 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9753 loss: 1.9753 2022/08/02 17:32:32 - mmengine - INFO - Epoch(train) [22][1300/1879] lr: 1.0000e-02 eta: 1 day, 11:00:41 time: 0.2815 data_time: 0.0264 memory: 8198 grad_norm: 4.8852 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7302 loss: 1.7302 2022/08/02 17:32:37 - mmengine - INFO - Epoch(train) [22][1320/1879] lr: 1.0000e-02 eta: 1 day, 11:00:34 time: 0.2803 data_time: 0.0224 memory: 8198 grad_norm: 5.0136 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 2.1933 loss: 2.1933 2022/08/02 17:32:43 - mmengine - INFO - Epoch(train) [22][1340/1879] lr: 1.0000e-02 eta: 1 day, 11:00:27 time: 0.2820 data_time: 0.0259 memory: 8198 grad_norm: 4.9483 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0236 loss: 2.0236 2022/08/02 17:32:49 - mmengine - INFO - Epoch(train) [22][1360/1879] lr: 1.0000e-02 eta: 1 day, 11:00:21 time: 0.2820 data_time: 0.0230 memory: 8198 grad_norm: 4.8822 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0392 loss: 2.0392 2022/08/02 17:32:54 - mmengine - INFO - Epoch(train) [22][1380/1879] lr: 1.0000e-02 eta: 1 day, 11:00:14 time: 0.2811 data_time: 0.0310 memory: 8198 grad_norm: 4.8969 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0541 loss: 2.0541 2022/08/02 17:33:00 - mmengine - INFO - Epoch(train) [22][1400/1879] lr: 1.0000e-02 eta: 1 day, 11:00:07 time: 0.2822 data_time: 0.0228 memory: 8198 grad_norm: 4.9186 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.9200 loss: 1.9200 2022/08/02 17:33:06 - mmengine - INFO - Epoch(train) [22][1420/1879] lr: 1.0000e-02 eta: 1 day, 11:00:02 time: 0.2883 data_time: 0.0305 memory: 8198 grad_norm: 4.8036 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8039 loss: 1.8039 2022/08/02 17:33:12 - mmengine - INFO - Epoch(train) [22][1440/1879] lr: 1.0000e-02 eta: 1 day, 10:59:56 time: 0.2853 data_time: 0.0296 memory: 8198 grad_norm: 4.9243 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9521 loss: 1.9521 2022/08/02 17:33:17 - mmengine - INFO - Epoch(train) [22][1460/1879] lr: 1.0000e-02 eta: 1 day, 10:59:50 time: 0.2831 data_time: 0.0248 memory: 8198 grad_norm: 4.8799 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7740 loss: 1.7740 2022/08/02 17:33:23 - mmengine - INFO - Epoch(train) [22][1480/1879] lr: 1.0000e-02 eta: 1 day, 10:59:42 time: 0.2786 data_time: 0.0232 memory: 8198 grad_norm: 4.9501 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0997 loss: 2.0997 2022/08/02 17:33:28 - mmengine - INFO - Epoch(train) [22][1500/1879] lr: 1.0000e-02 eta: 1 day, 10:59:36 time: 0.2818 data_time: 0.0208 memory: 8198 grad_norm: 4.8132 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8971 loss: 1.8971 2022/08/02 17:33:34 - mmengine - INFO - Epoch(train) [22][1520/1879] lr: 1.0000e-02 eta: 1 day, 10:59:30 time: 0.2887 data_time: 0.0309 memory: 8198 grad_norm: 4.9718 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0665 loss: 2.0665 2022/08/02 17:33:40 - mmengine - INFO - Epoch(train) [22][1540/1879] lr: 1.0000e-02 eta: 1 day, 10:59:24 time: 0.2819 data_time: 0.0251 memory: 8198 grad_norm: 5.0845 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8392 loss: 1.8392 2022/08/02 17:33:40 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:33:46 - mmengine - INFO - Epoch(train) [22][1560/1879] lr: 1.0000e-02 eta: 1 day, 10:59:17 time: 0.2835 data_time: 0.0225 memory: 8198 grad_norm: 5.0247 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0310 loss: 2.0310 2022/08/02 17:33:51 - mmengine - INFO - Epoch(train) [22][1580/1879] lr: 1.0000e-02 eta: 1 day, 10:59:12 time: 0.2892 data_time: 0.0285 memory: 8198 grad_norm: 4.9124 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8960 loss: 1.8960 2022/08/02 17:33:57 - mmengine - INFO - Epoch(train) [22][1600/1879] lr: 1.0000e-02 eta: 1 day, 10:59:05 time: 0.2812 data_time: 0.0224 memory: 8198 grad_norm: 4.7992 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8936 loss: 1.8936 2022/08/02 17:34:03 - mmengine - INFO - Epoch(train) [22][1620/1879] lr: 1.0000e-02 eta: 1 day, 10:59:00 time: 0.2861 data_time: 0.0244 memory: 8198 grad_norm: 5.0375 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9749 loss: 1.9749 2022/08/02 17:34:08 - mmengine - INFO - Epoch(train) [22][1640/1879] lr: 1.0000e-02 eta: 1 day, 10:58:52 time: 0.2793 data_time: 0.0222 memory: 8198 grad_norm: 4.8806 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0908 loss: 2.0908 2022/08/02 17:34:14 - mmengine - INFO - Epoch(train) [22][1660/1879] lr: 1.0000e-02 eta: 1 day, 10:58:46 time: 0.2822 data_time: 0.0239 memory: 8198 grad_norm: 4.9964 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.2021 loss: 2.2021 2022/08/02 17:34:20 - mmengine - INFO - Epoch(train) [22][1680/1879] lr: 1.0000e-02 eta: 1 day, 10:58:39 time: 0.2828 data_time: 0.0288 memory: 8198 grad_norm: 4.8465 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.1321 loss: 2.1321 2022/08/02 17:34:25 - mmengine - INFO - Epoch(train) [22][1700/1879] lr: 1.0000e-02 eta: 1 day, 10:58:34 time: 0.2859 data_time: 0.0238 memory: 8198 grad_norm: 4.8265 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9732 loss: 1.9732 2022/08/02 17:34:31 - mmengine - INFO - Epoch(train) [22][1720/1879] lr: 1.0000e-02 eta: 1 day, 10:58:27 time: 0.2831 data_time: 0.0272 memory: 8198 grad_norm: 4.9337 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9796 loss: 1.9796 2022/08/02 17:34:37 - mmengine - INFO - Epoch(train) [22][1740/1879] lr: 1.0000e-02 eta: 1 day, 10:58:21 time: 0.2825 data_time: 0.0273 memory: 8198 grad_norm: 4.9240 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8935 loss: 1.8935 2022/08/02 17:34:42 - mmengine - INFO - Epoch(train) [22][1760/1879] lr: 1.0000e-02 eta: 1 day, 10:58:14 time: 0.2824 data_time: 0.0271 memory: 8198 grad_norm: 4.8656 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3257 loss: 2.3257 2022/08/02 17:34:48 - mmengine - INFO - Epoch(train) [22][1780/1879] lr: 1.0000e-02 eta: 1 day, 10:58:08 time: 0.2827 data_time: 0.0242 memory: 8198 grad_norm: 4.9298 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9612 loss: 1.9612 2022/08/02 17:34:54 - mmengine - INFO - Epoch(train) [22][1800/1879] lr: 1.0000e-02 eta: 1 day, 10:58:02 time: 0.2879 data_time: 0.0224 memory: 8198 grad_norm: 4.9729 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1323 loss: 2.1323 2022/08/02 17:34:59 - mmengine - INFO - Epoch(train) [22][1820/1879] lr: 1.0000e-02 eta: 1 day, 10:57:55 time: 0.2808 data_time: 0.0226 memory: 8198 grad_norm: 4.7816 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8533 loss: 1.8533 2022/08/02 17:35:05 - mmengine - INFO - Epoch(train) [22][1840/1879] lr: 1.0000e-02 eta: 1 day, 10:57:49 time: 0.2848 data_time: 0.0243 memory: 8198 grad_norm: 4.7918 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9793 loss: 1.9793 2022/08/02 17:35:11 - mmengine - INFO - Epoch(train) [22][1860/1879] lr: 1.0000e-02 eta: 1 day, 10:57:43 time: 0.2825 data_time: 0.0228 memory: 8198 grad_norm: 4.8839 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1241 loss: 2.1241 2022/08/02 17:35:15 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:35:15 - mmengine - INFO - Epoch(train) [22][1879/1879] lr: 1.0000e-02 eta: 1 day, 10:57:43 time: 0.2560 data_time: 0.0145 memory: 8198 grad_norm: 4.9770 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.9863 loss: 1.9863 2022/08/02 17:35:23 - mmengine - INFO - Epoch(train) [23][20/1879] lr: 1.0000e-02 eta: 1 day, 10:56:57 time: 0.3950 data_time: 0.1222 memory: 8198 grad_norm: 4.7456 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7275 loss: 1.7275 2022/08/02 17:35:29 - mmengine - INFO - Epoch(train) [23][40/1879] lr: 1.0000e-02 eta: 1 day, 10:56:51 time: 0.2842 data_time: 0.0216 memory: 8198 grad_norm: 4.7619 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.8573 loss: 1.8573 2022/08/02 17:35:35 - mmengine - INFO - Epoch(train) [23][60/1879] lr: 1.0000e-02 eta: 1 day, 10:56:47 time: 0.2952 data_time: 0.0214 memory: 8198 grad_norm: 4.8253 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9790 loss: 1.9790 2022/08/02 17:35:41 - mmengine - INFO - Epoch(train) [23][80/1879] lr: 1.0000e-02 eta: 1 day, 10:56:41 time: 0.2831 data_time: 0.0222 memory: 8198 grad_norm: 4.9280 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0062 loss: 2.0062 2022/08/02 17:35:46 - mmengine - INFO - Epoch(train) [23][100/1879] lr: 1.0000e-02 eta: 1 day, 10:56:34 time: 0.2830 data_time: 0.0207 memory: 8198 grad_norm: 4.9199 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1241 loss: 2.1241 2022/08/02 17:35:52 - mmengine - INFO - Epoch(train) [23][120/1879] lr: 1.0000e-02 eta: 1 day, 10:56:27 time: 0.2813 data_time: 0.0197 memory: 8198 grad_norm: 4.8021 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.8542 loss: 1.8542 2022/08/02 17:35:58 - mmengine - INFO - Epoch(train) [23][140/1879] lr: 1.0000e-02 eta: 1 day, 10:56:21 time: 0.2823 data_time: 0.0233 memory: 8198 grad_norm: 4.8143 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9413 loss: 1.9413 2022/08/02 17:36:03 - mmengine - INFO - Epoch(train) [23][160/1879] lr: 1.0000e-02 eta: 1 day, 10:56:15 time: 0.2829 data_time: 0.0235 memory: 8198 grad_norm: 4.8236 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 2.1186 loss: 2.1186 2022/08/02 17:36:09 - mmengine - INFO - Epoch(train) [23][180/1879] lr: 1.0000e-02 eta: 1 day, 10:56:09 time: 0.2880 data_time: 0.0225 memory: 8198 grad_norm: 4.9016 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9576 loss: 1.9576 2022/08/02 17:36:15 - mmengine - INFO - Epoch(train) [23][200/1879] lr: 1.0000e-02 eta: 1 day, 10:56:02 time: 0.2794 data_time: 0.0253 memory: 8198 grad_norm: 4.8835 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8192 loss: 1.8192 2022/08/02 17:36:20 - mmengine - INFO - Epoch(train) [23][220/1879] lr: 1.0000e-02 eta: 1 day, 10:55:56 time: 0.2858 data_time: 0.0318 memory: 8198 grad_norm: 4.8158 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9019 loss: 1.9019 2022/08/02 17:36:26 - mmengine - INFO - Epoch(train) [23][240/1879] lr: 1.0000e-02 eta: 1 day, 10:55:51 time: 0.2892 data_time: 0.0195 memory: 8198 grad_norm: 4.7838 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9093 loss: 1.9093 2022/08/02 17:36:32 - mmengine - INFO - Epoch(train) [23][260/1879] lr: 1.0000e-02 eta: 1 day, 10:55:46 time: 0.2873 data_time: 0.0278 memory: 8198 grad_norm: 4.8594 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0117 loss: 2.0117 2022/08/02 17:36:38 - mmengine - INFO - Epoch(train) [23][280/1879] lr: 1.0000e-02 eta: 1 day, 10:55:39 time: 0.2808 data_time: 0.0239 memory: 8198 grad_norm: 4.9528 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0368 loss: 2.0368 2022/08/02 17:36:43 - mmengine - INFO - Epoch(train) [23][300/1879] lr: 1.0000e-02 eta: 1 day, 10:55:33 time: 0.2848 data_time: 0.0249 memory: 8198 grad_norm: 4.9071 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.8616 loss: 1.8616 2022/08/02 17:36:49 - mmengine - INFO - Epoch(train) [23][320/1879] lr: 1.0000e-02 eta: 1 day, 10:55:26 time: 0.2813 data_time: 0.0238 memory: 8198 grad_norm: 4.9783 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8227 loss: 1.8227 2022/08/02 17:36:55 - mmengine - INFO - Epoch(train) [23][340/1879] lr: 1.0000e-02 eta: 1 day, 10:55:24 time: 0.3050 data_time: 0.0239 memory: 8198 grad_norm: 4.9239 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.1331 loss: 2.1331 2022/08/02 17:37:01 - mmengine - INFO - Epoch(train) [23][360/1879] lr: 1.0000e-02 eta: 1 day, 10:55:18 time: 0.2845 data_time: 0.0219 memory: 8198 grad_norm: 4.8921 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8412 loss: 1.8412 2022/08/02 17:37:06 - mmengine - INFO - Epoch(train) [23][380/1879] lr: 1.0000e-02 eta: 1 day, 10:55:12 time: 0.2837 data_time: 0.0266 memory: 8198 grad_norm: 4.7235 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0244 loss: 2.0244 2022/08/02 17:37:12 - mmengine - INFO - Epoch(train) [23][400/1879] lr: 1.0000e-02 eta: 1 day, 10:55:05 time: 0.2808 data_time: 0.0235 memory: 8198 grad_norm: 4.8430 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8105 loss: 1.8105 2022/08/02 17:37:18 - mmengine - INFO - Epoch(train) [23][420/1879] lr: 1.0000e-02 eta: 1 day, 10:55:00 time: 0.2877 data_time: 0.0249 memory: 8198 grad_norm: 4.8631 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9138 loss: 1.9138 2022/08/02 17:37:24 - mmengine - INFO - Epoch(train) [23][440/1879] lr: 1.0000e-02 eta: 1 day, 10:54:55 time: 0.2907 data_time: 0.0217 memory: 8198 grad_norm: 4.8635 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8884 loss: 1.8884 2022/08/02 17:37:29 - mmengine - INFO - Epoch(train) [23][460/1879] lr: 1.0000e-02 eta: 1 day, 10:54:48 time: 0.2790 data_time: 0.0249 memory: 8198 grad_norm: 4.8169 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9299 loss: 1.9299 2022/08/02 17:37:35 - mmengine - INFO - Epoch(train) [23][480/1879] lr: 1.0000e-02 eta: 1 day, 10:54:43 time: 0.2889 data_time: 0.0299 memory: 8198 grad_norm: 4.8126 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8744 loss: 1.8744 2022/08/02 17:37:41 - mmengine - INFO - Epoch(train) [23][500/1879] lr: 1.0000e-02 eta: 1 day, 10:54:36 time: 0.2821 data_time: 0.0251 memory: 8198 grad_norm: 5.0038 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9650 loss: 1.9650 2022/08/02 17:37:47 - mmengine - INFO - Epoch(train) [23][520/1879] lr: 1.0000e-02 eta: 1 day, 10:54:33 time: 0.2977 data_time: 0.0195 memory: 8198 grad_norm: 4.9479 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1782 loss: 2.1782 2022/08/02 17:37:52 - mmengine - INFO - Epoch(train) [23][540/1879] lr: 1.0000e-02 eta: 1 day, 10:54:27 time: 0.2859 data_time: 0.0315 memory: 8198 grad_norm: 4.7988 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0522 loss: 2.0522 2022/08/02 17:37:58 - mmengine - INFO - Epoch(train) [23][560/1879] lr: 1.0000e-02 eta: 1 day, 10:54:20 time: 0.2802 data_time: 0.0206 memory: 8198 grad_norm: 4.8738 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8348 loss: 1.8348 2022/08/02 17:38:04 - mmengine - INFO - Epoch(train) [23][580/1879] lr: 1.0000e-02 eta: 1 day, 10:54:13 time: 0.2816 data_time: 0.0250 memory: 8198 grad_norm: 4.9006 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.9132 loss: 1.9132 2022/08/02 17:38:09 - mmengine - INFO - Epoch(train) [23][600/1879] lr: 1.0000e-02 eta: 1 day, 10:54:06 time: 0.2800 data_time: 0.0215 memory: 8198 grad_norm: 4.8724 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8469 loss: 1.8469 2022/08/02 17:38:15 - mmengine - INFO - Epoch(train) [23][620/1879] lr: 1.0000e-02 eta: 1 day, 10:53:59 time: 0.2790 data_time: 0.0244 memory: 8198 grad_norm: 4.9561 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.1386 loss: 2.1386 2022/08/02 17:38:20 - mmengine - INFO - Epoch(train) [23][640/1879] lr: 1.0000e-02 eta: 1 day, 10:53:53 time: 0.2863 data_time: 0.0290 memory: 8198 grad_norm: 4.9144 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.9790 loss: 1.9790 2022/08/02 17:38:26 - mmengine - INFO - Epoch(train) [23][660/1879] lr: 1.0000e-02 eta: 1 day, 10:53:48 time: 0.2860 data_time: 0.0262 memory: 8198 grad_norm: 4.8662 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8045 loss: 1.8045 2022/08/02 17:38:27 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:38:32 - mmengine - INFO - Epoch(train) [23][680/1879] lr: 1.0000e-02 eta: 1 day, 10:53:41 time: 0.2805 data_time: 0.0201 memory: 8198 grad_norm: 4.8882 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0960 loss: 2.0960 2022/08/02 17:38:37 - mmengine - INFO - Epoch(train) [23][700/1879] lr: 1.0000e-02 eta: 1 day, 10:53:34 time: 0.2815 data_time: 0.0251 memory: 8198 grad_norm: 4.9147 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8307 loss: 1.8307 2022/08/02 17:38:43 - mmengine - INFO - Epoch(train) [23][720/1879] lr: 1.0000e-02 eta: 1 day, 10:53:29 time: 0.2870 data_time: 0.0205 memory: 8198 grad_norm: 4.8525 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.8765 loss: 1.8765 2022/08/02 17:38:49 - mmengine - INFO - Epoch(train) [23][740/1879] lr: 1.0000e-02 eta: 1 day, 10:53:21 time: 0.2792 data_time: 0.0255 memory: 8198 grad_norm: 4.8952 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0209 loss: 2.0209 2022/08/02 17:38:55 - mmengine - INFO - Epoch(train) [23][760/1879] lr: 1.0000e-02 eta: 1 day, 10:53:25 time: 0.3303 data_time: 0.0784 memory: 8198 grad_norm: 4.8757 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.1096 loss: 2.1096 2022/08/02 17:39:01 - mmengine - INFO - Epoch(train) [23][780/1879] lr: 1.0000e-02 eta: 1 day, 10:53:19 time: 0.2842 data_time: 0.0206 memory: 8198 grad_norm: 5.1822 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0570 loss: 2.0570 2022/08/02 17:39:07 - mmengine - INFO - Epoch(train) [23][800/1879] lr: 1.0000e-02 eta: 1 day, 10:53:12 time: 0.2838 data_time: 0.0196 memory: 8198 grad_norm: 4.8978 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8777 loss: 1.8777 2022/08/02 17:39:12 - mmengine - INFO - Epoch(train) [23][820/1879] lr: 1.0000e-02 eta: 1 day, 10:53:06 time: 0.2812 data_time: 0.0235 memory: 8198 grad_norm: 4.9997 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9602 loss: 1.9602 2022/08/02 17:39:18 - mmengine - INFO - Epoch(train) [23][840/1879] lr: 1.0000e-02 eta: 1 day, 10:52:59 time: 0.2814 data_time: 0.0214 memory: 8198 grad_norm: 4.8295 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9869 loss: 1.9869 2022/08/02 17:39:24 - mmengine - INFO - Epoch(train) [23][860/1879] lr: 1.0000e-02 eta: 1 day, 10:52:53 time: 0.2868 data_time: 0.0239 memory: 8198 grad_norm: 4.7742 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.7938 loss: 1.7938 2022/08/02 17:39:29 - mmengine - INFO - Epoch(train) [23][880/1879] lr: 1.0000e-02 eta: 1 day, 10:52:47 time: 0.2830 data_time: 0.0234 memory: 8198 grad_norm: 4.8358 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9717 loss: 1.9717 2022/08/02 17:39:35 - mmengine - INFO - Epoch(train) [23][900/1879] lr: 1.0000e-02 eta: 1 day, 10:52:40 time: 0.2815 data_time: 0.0194 memory: 8198 grad_norm: 4.9222 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9737 loss: 1.9737 2022/08/02 17:39:41 - mmengine - INFO - Epoch(train) [23][920/1879] lr: 1.0000e-02 eta: 1 day, 10:52:35 time: 0.2888 data_time: 0.0232 memory: 8198 grad_norm: 4.9334 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0285 loss: 2.0285 2022/08/02 17:39:46 - mmengine - INFO - Epoch(train) [23][940/1879] lr: 1.0000e-02 eta: 1 day, 10:52:29 time: 0.2826 data_time: 0.0242 memory: 8198 grad_norm: 4.8867 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9531 loss: 1.9531 2022/08/02 17:39:52 - mmengine - INFO - Epoch(train) [23][960/1879] lr: 1.0000e-02 eta: 1 day, 10:52:23 time: 0.2871 data_time: 0.0261 memory: 8198 grad_norm: 4.8903 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1762 loss: 2.1762 2022/08/02 17:39:58 - mmengine - INFO - Epoch(train) [23][980/1879] lr: 1.0000e-02 eta: 1 day, 10:52:17 time: 0.2848 data_time: 0.0266 memory: 8198 grad_norm: 4.8966 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9791 loss: 1.9791 2022/08/02 17:40:04 - mmengine - INFO - Epoch(train) [23][1000/1879] lr: 1.0000e-02 eta: 1 day, 10:52:14 time: 0.2963 data_time: 0.0253 memory: 8198 grad_norm: 4.8854 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0656 loss: 2.0656 2022/08/02 17:40:09 - mmengine - INFO - Epoch(train) [23][1020/1879] lr: 1.0000e-02 eta: 1 day, 10:52:06 time: 0.2779 data_time: 0.0240 memory: 8198 grad_norm: 4.8638 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.8948 loss: 1.8948 2022/08/02 17:40:15 - mmengine - INFO - Epoch(train) [23][1040/1879] lr: 1.0000e-02 eta: 1 day, 10:52:00 time: 0.2837 data_time: 0.0219 memory: 8198 grad_norm: 4.8669 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 1.9329 loss: 1.9329 2022/08/02 17:40:21 - mmengine - INFO - Epoch(train) [23][1060/1879] lr: 1.0000e-02 eta: 1 day, 10:51:53 time: 0.2823 data_time: 0.0246 memory: 8198 grad_norm: 4.8912 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.9182 loss: 1.9182 2022/08/02 17:40:26 - mmengine - INFO - Epoch(train) [23][1080/1879] lr: 1.0000e-02 eta: 1 day, 10:51:48 time: 0.2874 data_time: 0.0235 memory: 8198 grad_norm: 4.9526 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7932 loss: 1.7932 2022/08/02 17:40:32 - mmengine - INFO - Epoch(train) [23][1100/1879] lr: 1.0000e-02 eta: 1 day, 10:51:42 time: 0.2833 data_time: 0.0221 memory: 8198 grad_norm: 4.9398 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0362 loss: 2.0362 2022/08/02 17:40:38 - mmengine - INFO - Epoch(train) [23][1120/1879] lr: 1.0000e-02 eta: 1 day, 10:51:35 time: 0.2838 data_time: 0.0249 memory: 8198 grad_norm: 4.9107 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.1384 loss: 2.1384 2022/08/02 17:40:44 - mmengine - INFO - Epoch(train) [23][1140/1879] lr: 1.0000e-02 eta: 1 day, 10:51:29 time: 0.2836 data_time: 0.0273 memory: 8198 grad_norm: 4.9552 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8426 loss: 1.8426 2022/08/02 17:40:50 - mmengine - INFO - Epoch(train) [23][1160/1879] lr: 1.0000e-02 eta: 1 day, 10:51:27 time: 0.3031 data_time: 0.0482 memory: 8198 grad_norm: 4.9034 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7818 loss: 1.7818 2022/08/02 17:40:55 - mmengine - INFO - Epoch(train) [23][1180/1879] lr: 1.0000e-02 eta: 1 day, 10:51:20 time: 0.2821 data_time: 0.0215 memory: 8198 grad_norm: 4.8560 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9364 loss: 1.9364 2022/08/02 17:41:01 - mmengine - INFO - Epoch(train) [23][1200/1879] lr: 1.0000e-02 eta: 1 day, 10:51:13 time: 0.2783 data_time: 0.0189 memory: 8198 grad_norm: 4.8248 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 2.0197 loss: 2.0197 2022/08/02 17:41:06 - mmengine - INFO - Epoch(train) [23][1220/1879] lr: 1.0000e-02 eta: 1 day, 10:51:07 time: 0.2825 data_time: 0.0264 memory: 8198 grad_norm: 5.0195 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1661 loss: 2.1661 2022/08/02 17:41:12 - mmengine - INFO - Epoch(train) [23][1240/1879] lr: 1.0000e-02 eta: 1 day, 10:51:03 time: 0.2967 data_time: 0.0210 memory: 8198 grad_norm: 4.7494 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9078 loss: 1.9078 2022/08/02 17:41:18 - mmengine - INFO - Epoch(train) [23][1260/1879] lr: 1.0000e-02 eta: 1 day, 10:50:59 time: 0.2933 data_time: 0.0170 memory: 8198 grad_norm: 4.9402 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7597 loss: 1.7597 2022/08/02 17:41:24 - mmengine - INFO - Epoch(train) [23][1280/1879] lr: 1.0000e-02 eta: 1 day, 10:50:52 time: 0.2836 data_time: 0.0216 memory: 8198 grad_norm: 5.0528 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1991 loss: 2.1991 2022/08/02 17:41:29 - mmengine - INFO - Epoch(train) [23][1300/1879] lr: 1.0000e-02 eta: 1 day, 10:50:45 time: 0.2782 data_time: 0.0227 memory: 8198 grad_norm: 4.9575 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1013 loss: 2.1013 2022/08/02 17:41:35 - mmengine - INFO - Epoch(train) [23][1320/1879] lr: 1.0000e-02 eta: 1 day, 10:50:40 time: 0.2890 data_time: 0.0210 memory: 8198 grad_norm: 4.7926 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9841 loss: 1.9841 2022/08/02 17:41:41 - mmengine - INFO - Epoch(train) [23][1340/1879] lr: 1.0000e-02 eta: 1 day, 10:50:33 time: 0.2790 data_time: 0.0255 memory: 8198 grad_norm: 4.7706 top1_acc: 0.1875 top5_acc: 0.4375 loss_cls: 1.9755 loss: 1.9755 2022/08/02 17:41:47 - mmengine - INFO - Epoch(train) [23][1360/1879] lr: 1.0000e-02 eta: 1 day, 10:50:27 time: 0.2836 data_time: 0.0192 memory: 8198 grad_norm: 4.8573 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9854 loss: 1.9854 2022/08/02 17:41:52 - mmengine - INFO - Epoch(train) [23][1380/1879] lr: 1.0000e-02 eta: 1 day, 10:50:20 time: 0.2811 data_time: 0.0191 memory: 8198 grad_norm: 4.9142 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9353 loss: 1.9353 2022/08/02 17:41:58 - mmengine - INFO - Epoch(train) [23][1400/1879] lr: 1.0000e-02 eta: 1 day, 10:50:13 time: 0.2826 data_time: 0.0277 memory: 8198 grad_norm: 4.8680 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.0781 loss: 2.0781 2022/08/02 17:42:04 - mmengine - INFO - Epoch(train) [23][1420/1879] lr: 1.0000e-02 eta: 1 day, 10:50:07 time: 0.2837 data_time: 0.0256 memory: 8198 grad_norm: 4.7715 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8941 loss: 1.8941 2022/08/02 17:42:09 - mmengine - INFO - Epoch(train) [23][1440/1879] lr: 1.0000e-02 eta: 1 day, 10:50:01 time: 0.2830 data_time: 0.0228 memory: 8198 grad_norm: 5.0624 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.0048 loss: 2.0048 2022/08/02 17:42:15 - mmengine - INFO - Epoch(train) [23][1460/1879] lr: 1.0000e-02 eta: 1 day, 10:49:55 time: 0.2876 data_time: 0.0313 memory: 8198 grad_norm: 4.9276 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9397 loss: 1.9397 2022/08/02 17:42:21 - mmengine - INFO - Epoch(train) [23][1480/1879] lr: 1.0000e-02 eta: 1 day, 10:49:48 time: 0.2792 data_time: 0.0224 memory: 8198 grad_norm: 4.7905 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7679 loss: 1.7679 2022/08/02 17:42:26 - mmengine - INFO - Epoch(train) [23][1500/1879] lr: 1.0000e-02 eta: 1 day, 10:49:42 time: 0.2848 data_time: 0.0248 memory: 8198 grad_norm: 4.8714 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0696 loss: 2.0696 2022/08/02 17:42:32 - mmengine - INFO - Epoch(train) [23][1520/1879] lr: 1.0000e-02 eta: 1 day, 10:49:38 time: 0.2962 data_time: 0.0253 memory: 8198 grad_norm: 4.8659 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8842 loss: 1.8842 2022/08/02 17:42:38 - mmengine - INFO - Epoch(train) [23][1540/1879] lr: 1.0000e-02 eta: 1 day, 10:49:31 time: 0.2793 data_time: 0.0259 memory: 8198 grad_norm: 4.9094 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7908 loss: 1.7908 2022/08/02 17:42:43 - mmengine - INFO - Epoch(train) [23][1560/1879] lr: 1.0000e-02 eta: 1 day, 10:49:25 time: 0.2822 data_time: 0.0266 memory: 8198 grad_norm: 4.9095 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0877 loss: 2.0877 2022/08/02 17:42:49 - mmengine - INFO - Epoch(train) [23][1580/1879] lr: 1.0000e-02 eta: 1 day, 10:49:18 time: 0.2819 data_time: 0.0245 memory: 8198 grad_norm: 4.9519 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0432 loss: 2.0432 2022/08/02 17:42:55 - mmengine - INFO - Epoch(train) [23][1600/1879] lr: 1.0000e-02 eta: 1 day, 10:49:12 time: 0.2827 data_time: 0.0221 memory: 8198 grad_norm: 4.8573 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0440 loss: 2.0440 2022/08/02 17:43:01 - mmengine - INFO - Epoch(train) [23][1620/1879] lr: 1.0000e-02 eta: 1 day, 10:49:07 time: 0.2914 data_time: 0.0232 memory: 8198 grad_norm: 4.9532 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0047 loss: 2.0047 2022/08/02 17:43:06 - mmengine - INFO - Epoch(train) [23][1640/1879] lr: 1.0000e-02 eta: 1 day, 10:49:00 time: 0.2792 data_time: 0.0268 memory: 8198 grad_norm: 4.9646 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8733 loss: 1.8733 2022/08/02 17:43:12 - mmengine - INFO - Epoch(train) [23][1660/1879] lr: 1.0000e-02 eta: 1 day, 10:48:54 time: 0.2837 data_time: 0.0204 memory: 8198 grad_norm: 4.8155 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9873 loss: 1.9873 2022/08/02 17:43:12 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:43:17 - mmengine - INFO - Epoch(train) [23][1680/1879] lr: 1.0000e-02 eta: 1 day, 10:48:47 time: 0.2799 data_time: 0.0180 memory: 8198 grad_norm: 4.9023 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7830 loss: 1.7830 2022/08/02 17:43:23 - mmengine - INFO - Epoch(train) [23][1700/1879] lr: 1.0000e-02 eta: 1 day, 10:48:40 time: 0.2800 data_time: 0.0234 memory: 8198 grad_norm: 4.8653 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.1972 loss: 2.1972 2022/08/02 17:43:29 - mmengine - INFO - Epoch(train) [23][1720/1879] lr: 1.0000e-02 eta: 1 day, 10:48:35 time: 0.2901 data_time: 0.0210 memory: 8198 grad_norm: 4.8461 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.9211 loss: 1.9211 2022/08/02 17:43:34 - mmengine - INFO - Epoch(train) [23][1740/1879] lr: 1.0000e-02 eta: 1 day, 10:48:28 time: 0.2812 data_time: 0.0241 memory: 8198 grad_norm: 4.8597 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.9510 loss: 1.9510 2022/08/02 17:43:40 - mmengine - INFO - Epoch(train) [23][1760/1879] lr: 1.0000e-02 eta: 1 day, 10:48:21 time: 0.2782 data_time: 0.0235 memory: 8198 grad_norm: 4.9303 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1217 loss: 2.1217 2022/08/02 17:43:46 - mmengine - INFO - Epoch(train) [23][1780/1879] lr: 1.0000e-02 eta: 1 day, 10:48:17 time: 0.2974 data_time: 0.0239 memory: 8198 grad_norm: 4.9588 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0619 loss: 2.0619 2022/08/02 17:43:52 - mmengine - INFO - Epoch(train) [23][1800/1879] lr: 1.0000e-02 eta: 1 day, 10:48:11 time: 0.2809 data_time: 0.0202 memory: 8198 grad_norm: 4.9642 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.9239 loss: 1.9239 2022/08/02 17:43:57 - mmengine - INFO - Epoch(train) [23][1820/1879] lr: 1.0000e-02 eta: 1 day, 10:48:05 time: 0.2847 data_time: 0.0306 memory: 8198 grad_norm: 4.8208 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7758 loss: 1.7758 2022/08/02 17:44:03 - mmengine - INFO - Epoch(train) [23][1840/1879] lr: 1.0000e-02 eta: 1 day, 10:47:59 time: 0.2881 data_time: 0.0252 memory: 8198 grad_norm: 4.9324 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.1139 loss: 2.1139 2022/08/02 17:44:09 - mmengine - INFO - Epoch(train) [23][1860/1879] lr: 1.0000e-02 eta: 1 day, 10:47:54 time: 0.2864 data_time: 0.0248 memory: 8198 grad_norm: 4.9157 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0641 loss: 2.0641 2022/08/02 17:44:14 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:44:14 - mmengine - INFO - Epoch(train) [23][1879/1879] lr: 1.0000e-02 eta: 1 day, 10:47:54 time: 0.2589 data_time: 0.0155 memory: 8198 grad_norm: 4.8851 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 1.7988 loss: 1.7988 2022/08/02 17:44:22 - mmengine - INFO - Epoch(train) [24][20/1879] lr: 1.0000e-02 eta: 1 day, 10:47:14 time: 0.4198 data_time: 0.1127 memory: 8198 grad_norm: 4.8778 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7293 loss: 1.7293 2022/08/02 17:44:28 - mmengine - INFO - Epoch(train) [24][40/1879] lr: 1.0000e-02 eta: 1 day, 10:47:08 time: 0.2845 data_time: 0.0229 memory: 8198 grad_norm: 5.0051 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.8741 loss: 1.8741 2022/08/02 17:44:34 - mmengine - INFO - Epoch(train) [24][60/1879] lr: 1.0000e-02 eta: 1 day, 10:47:04 time: 0.2909 data_time: 0.0235 memory: 8198 grad_norm: 5.0117 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9651 loss: 1.9651 2022/08/02 17:44:39 - mmengine - INFO - Epoch(train) [24][80/1879] lr: 1.0000e-02 eta: 1 day, 10:46:57 time: 0.2793 data_time: 0.0197 memory: 8198 grad_norm: 4.8579 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7565 loss: 1.7565 2022/08/02 17:44:45 - mmengine - INFO - Epoch(train) [24][100/1879] lr: 1.0000e-02 eta: 1 day, 10:46:52 time: 0.2931 data_time: 0.0209 memory: 8198 grad_norm: 4.9873 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9989 loss: 1.9989 2022/08/02 17:44:51 - mmengine - INFO - Epoch(train) [24][120/1879] lr: 1.0000e-02 eta: 1 day, 10:46:49 time: 0.3000 data_time: 0.0479 memory: 8198 grad_norm: 4.9597 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9811 loss: 1.9811 2022/08/02 17:44:57 - mmengine - INFO - Epoch(train) [24][140/1879] lr: 1.0000e-02 eta: 1 day, 10:46:43 time: 0.2817 data_time: 0.0286 memory: 8198 grad_norm: 4.9685 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8140 loss: 1.8140 2022/08/02 17:45:03 - mmengine - INFO - Epoch(train) [24][160/1879] lr: 1.0000e-02 eta: 1 day, 10:46:38 time: 0.2884 data_time: 0.0246 memory: 8198 grad_norm: 4.9345 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0845 loss: 2.0845 2022/08/02 17:45:08 - mmengine - INFO - Epoch(train) [24][180/1879] lr: 1.0000e-02 eta: 1 day, 10:46:32 time: 0.2848 data_time: 0.0323 memory: 8198 grad_norm: 4.8583 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9611 loss: 1.9611 2022/08/02 17:45:14 - mmengine - INFO - Epoch(train) [24][200/1879] lr: 1.0000e-02 eta: 1 day, 10:46:25 time: 0.2819 data_time: 0.0244 memory: 8198 grad_norm: 4.9450 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9897 loss: 1.9897 2022/08/02 17:45:20 - mmengine - INFO - Epoch(train) [24][220/1879] lr: 1.0000e-02 eta: 1 day, 10:46:20 time: 0.2895 data_time: 0.0246 memory: 8198 grad_norm: 4.7862 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9041 loss: 1.9041 2022/08/02 17:45:25 - mmengine - INFO - Epoch(train) [24][240/1879] lr: 1.0000e-02 eta: 1 day, 10:46:14 time: 0.2843 data_time: 0.0195 memory: 8198 grad_norm: 4.9205 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8978 loss: 1.8978 2022/08/02 17:45:31 - mmengine - INFO - Epoch(train) [24][260/1879] lr: 1.0000e-02 eta: 1 day, 10:46:07 time: 0.2793 data_time: 0.0271 memory: 8198 grad_norm: 4.8476 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8288 loss: 1.8288 2022/08/02 17:45:37 - mmengine - INFO - Epoch(train) [24][280/1879] lr: 1.0000e-02 eta: 1 day, 10:46:02 time: 0.2891 data_time: 0.0258 memory: 8198 grad_norm: 4.9414 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9211 loss: 1.9211 2022/08/02 17:45:42 - mmengine - INFO - Epoch(train) [24][300/1879] lr: 1.0000e-02 eta: 1 day, 10:45:55 time: 0.2826 data_time: 0.0258 memory: 8198 grad_norm: 4.9698 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9731 loss: 1.9731 2022/08/02 17:45:48 - mmengine - INFO - Epoch(train) [24][320/1879] lr: 1.0000e-02 eta: 1 day, 10:45:49 time: 0.2819 data_time: 0.0206 memory: 8198 grad_norm: 4.8452 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8636 loss: 1.8636 2022/08/02 17:45:54 - mmengine - INFO - Epoch(train) [24][340/1879] lr: 1.0000e-02 eta: 1 day, 10:45:43 time: 0.2858 data_time: 0.0210 memory: 8198 grad_norm: 4.8683 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9219 loss: 1.9219 2022/08/02 17:45:59 - mmengine - INFO - Epoch(train) [24][360/1879] lr: 1.0000e-02 eta: 1 day, 10:45:37 time: 0.2864 data_time: 0.0235 memory: 8198 grad_norm: 4.7521 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9169 loss: 1.9169 2022/08/02 17:46:05 - mmengine - INFO - Epoch(train) [24][380/1879] lr: 1.0000e-02 eta: 1 day, 10:45:31 time: 0.2852 data_time: 0.0247 memory: 8198 grad_norm: 4.8036 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.7834 loss: 1.7834 2022/08/02 17:46:11 - mmengine - INFO - Epoch(train) [24][400/1879] lr: 1.0000e-02 eta: 1 day, 10:45:24 time: 0.2789 data_time: 0.0226 memory: 8198 grad_norm: 4.8404 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8506 loss: 1.8506 2022/08/02 17:46:16 - mmengine - INFO - Epoch(train) [24][420/1879] lr: 1.0000e-02 eta: 1 day, 10:45:18 time: 0.2842 data_time: 0.0238 memory: 8198 grad_norm: 4.8551 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9391 loss: 1.9391 2022/08/02 17:46:22 - mmengine - INFO - Epoch(train) [24][440/1879] lr: 1.0000e-02 eta: 1 day, 10:45:12 time: 0.2857 data_time: 0.0214 memory: 8198 grad_norm: 4.8840 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7668 loss: 1.7668 2022/08/02 17:46:28 - mmengine - INFO - Epoch(train) [24][460/1879] lr: 1.0000e-02 eta: 1 day, 10:45:05 time: 0.2779 data_time: 0.0230 memory: 8198 grad_norm: 4.8966 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7764 loss: 1.7764 2022/08/02 17:46:33 - mmengine - INFO - Epoch(train) [24][480/1879] lr: 1.0000e-02 eta: 1 day, 10:44:59 time: 0.2857 data_time: 0.0216 memory: 8198 grad_norm: 4.8557 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8662 loss: 1.8662 2022/08/02 17:46:39 - mmengine - INFO - Epoch(train) [24][500/1879] lr: 1.0000e-02 eta: 1 day, 10:44:53 time: 0.2821 data_time: 0.0224 memory: 8198 grad_norm: 4.9301 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0341 loss: 2.0341 2022/08/02 17:46:45 - mmengine - INFO - Epoch(train) [24][520/1879] lr: 1.0000e-02 eta: 1 day, 10:44:47 time: 0.2853 data_time: 0.0253 memory: 8198 grad_norm: 5.0406 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.0179 loss: 2.0179 2022/08/02 17:46:50 - mmengine - INFO - Epoch(train) [24][540/1879] lr: 1.0000e-02 eta: 1 day, 10:44:40 time: 0.2815 data_time: 0.0220 memory: 8198 grad_norm: 4.9120 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8769 loss: 1.8769 2022/08/02 17:46:56 - mmengine - INFO - Epoch(train) [24][560/1879] lr: 1.0000e-02 eta: 1 day, 10:44:34 time: 0.2830 data_time: 0.0205 memory: 8198 grad_norm: 4.8458 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8880 loss: 1.8880 2022/08/02 17:47:02 - mmengine - INFO - Epoch(train) [24][580/1879] lr: 1.0000e-02 eta: 1 day, 10:44:28 time: 0.2868 data_time: 0.0258 memory: 8198 grad_norm: 4.8869 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9604 loss: 1.9604 2022/08/02 17:47:07 - mmengine - INFO - Epoch(train) [24][600/1879] lr: 1.0000e-02 eta: 1 day, 10:44:21 time: 0.2795 data_time: 0.0199 memory: 8198 grad_norm: 4.9773 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9175 loss: 1.9175 2022/08/02 17:47:13 - mmengine - INFO - Epoch(train) [24][620/1879] lr: 1.0000e-02 eta: 1 day, 10:44:15 time: 0.2827 data_time: 0.0207 memory: 8198 grad_norm: 5.0233 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0880 loss: 2.0880 2022/08/02 17:47:19 - mmengine - INFO - Epoch(train) [24][640/1879] lr: 1.0000e-02 eta: 1 day, 10:44:11 time: 0.2935 data_time: 0.0245 memory: 8198 grad_norm: 4.9060 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8641 loss: 1.8641 2022/08/02 17:47:25 - mmengine - INFO - Epoch(train) [24][660/1879] lr: 1.0000e-02 eta: 1 day, 10:44:04 time: 0.2842 data_time: 0.0224 memory: 8198 grad_norm: 4.9917 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8978 loss: 1.8978 2022/08/02 17:47:30 - mmengine - INFO - Epoch(train) [24][680/1879] lr: 1.0000e-02 eta: 1 day, 10:43:58 time: 0.2820 data_time: 0.0221 memory: 8198 grad_norm: 4.8839 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9033 loss: 1.9033 2022/08/02 17:47:36 - mmengine - INFO - Epoch(train) [24][700/1879] lr: 1.0000e-02 eta: 1 day, 10:43:51 time: 0.2820 data_time: 0.0250 memory: 8198 grad_norm: 4.8830 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9926 loss: 1.9926 2022/08/02 17:47:42 - mmengine - INFO - Epoch(train) [24][720/1879] lr: 1.0000e-02 eta: 1 day, 10:43:45 time: 0.2801 data_time: 0.0247 memory: 8198 grad_norm: 4.9064 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1488 loss: 2.1488 2022/08/02 17:47:47 - mmengine - INFO - Epoch(train) [24][740/1879] lr: 1.0000e-02 eta: 1 day, 10:43:39 time: 0.2869 data_time: 0.0270 memory: 8198 grad_norm: 4.9272 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0502 loss: 2.0502 2022/08/02 17:47:53 - mmengine - INFO - Epoch(train) [24][760/1879] lr: 1.0000e-02 eta: 1 day, 10:43:33 time: 0.2846 data_time: 0.0238 memory: 8198 grad_norm: 4.8581 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0405 loss: 2.0405 2022/08/02 17:47:59 - mmengine - INFO - Epoch(train) [24][780/1879] lr: 1.0000e-02 eta: 1 day, 10:43:28 time: 0.2910 data_time: 0.0276 memory: 8198 grad_norm: 4.9454 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9111 loss: 1.9111 2022/08/02 17:48:00 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:48:05 - mmengine - INFO - Epoch(train) [24][800/1879] lr: 1.0000e-02 eta: 1 day, 10:43:22 time: 0.2846 data_time: 0.0206 memory: 8198 grad_norm: 4.9412 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9743 loss: 1.9743 2022/08/02 17:48:10 - mmengine - INFO - Epoch(train) [24][820/1879] lr: 1.0000e-02 eta: 1 day, 10:43:16 time: 0.2810 data_time: 0.0228 memory: 8198 grad_norm: 4.8975 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9998 loss: 1.9998 2022/08/02 17:48:16 - mmengine - INFO - Epoch(train) [24][840/1879] lr: 1.0000e-02 eta: 1 day, 10:43:10 time: 0.2868 data_time: 0.0229 memory: 8198 grad_norm: 4.9117 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9338 loss: 1.9338 2022/08/02 17:48:22 - mmengine - INFO - Epoch(train) [24][860/1879] lr: 1.0000e-02 eta: 1 day, 10:43:04 time: 0.2832 data_time: 0.0251 memory: 8198 grad_norm: 4.8397 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0596 loss: 2.0596 2022/08/02 17:48:27 - mmengine - INFO - Epoch(train) [24][880/1879] lr: 1.0000e-02 eta: 1 day, 10:42:59 time: 0.2902 data_time: 0.0226 memory: 8198 grad_norm: 4.8890 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8121 loss: 1.8121 2022/08/02 17:48:33 - mmengine - INFO - Epoch(train) [24][900/1879] lr: 1.0000e-02 eta: 1 day, 10:42:54 time: 0.2894 data_time: 0.0276 memory: 8198 grad_norm: 4.9957 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0406 loss: 2.0406 2022/08/02 17:48:39 - mmengine - INFO - Epoch(train) [24][920/1879] lr: 1.0000e-02 eta: 1 day, 10:42:46 time: 0.2773 data_time: 0.0222 memory: 8198 grad_norm: 4.8010 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8544 loss: 1.8544 2022/08/02 17:48:44 - mmengine - INFO - Epoch(train) [24][940/1879] lr: 1.0000e-02 eta: 1 day, 10:42:40 time: 0.2840 data_time: 0.0226 memory: 8198 grad_norm: 5.1218 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0284 loss: 2.0284 2022/08/02 17:48:50 - mmengine - INFO - Epoch(train) [24][960/1879] lr: 1.0000e-02 eta: 1 day, 10:42:34 time: 0.2825 data_time: 0.0202 memory: 8198 grad_norm: 4.9603 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9448 loss: 1.9448 2022/08/02 17:48:56 - mmengine - INFO - Epoch(train) [24][980/1879] lr: 1.0000e-02 eta: 1 day, 10:42:29 time: 0.2937 data_time: 0.0265 memory: 8198 grad_norm: 4.8831 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9804 loss: 1.9804 2022/08/02 17:49:02 - mmengine - INFO - Epoch(train) [24][1000/1879] lr: 1.0000e-02 eta: 1 day, 10:42:24 time: 0.2856 data_time: 0.0255 memory: 8198 grad_norm: 4.7913 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7243 loss: 1.7243 2022/08/02 17:49:07 - mmengine - INFO - Epoch(train) [24][1020/1879] lr: 1.0000e-02 eta: 1 day, 10:42:17 time: 0.2809 data_time: 0.0265 memory: 8198 grad_norm: 4.8245 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9644 loss: 1.9644 2022/08/02 17:49:13 - mmengine - INFO - Epoch(train) [24][1040/1879] lr: 1.0000e-02 eta: 1 day, 10:42:10 time: 0.2783 data_time: 0.0225 memory: 8198 grad_norm: 4.9116 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8023 loss: 1.8023 2022/08/02 17:49:19 - mmengine - INFO - Epoch(train) [24][1060/1879] lr: 1.0000e-02 eta: 1 day, 10:42:03 time: 0.2836 data_time: 0.0269 memory: 8198 grad_norm: 5.0087 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 1.8526 loss: 1.8526 2022/08/02 17:49:24 - mmengine - INFO - Epoch(train) [24][1080/1879] lr: 1.0000e-02 eta: 1 day, 10:41:58 time: 0.2879 data_time: 0.0210 memory: 8198 grad_norm: 5.0234 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9831 loss: 1.9831 2022/08/02 17:49:30 - mmengine - INFO - Epoch(train) [24][1100/1879] lr: 1.0000e-02 eta: 1 day, 10:41:52 time: 0.2819 data_time: 0.0258 memory: 8198 grad_norm: 4.8628 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0200 loss: 2.0200 2022/08/02 17:49:36 - mmengine - INFO - Epoch(train) [24][1120/1879] lr: 1.0000e-02 eta: 1 day, 10:41:47 time: 0.2901 data_time: 0.0224 memory: 8198 grad_norm: 4.7709 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0799 loss: 2.0799 2022/08/02 17:49:41 - mmengine - INFO - Epoch(train) [24][1140/1879] lr: 1.0000e-02 eta: 1 day, 10:41:40 time: 0.2796 data_time: 0.0234 memory: 8198 grad_norm: 4.9629 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0203 loss: 2.0203 2022/08/02 17:49:47 - mmengine - INFO - Epoch(train) [24][1160/1879] lr: 1.0000e-02 eta: 1 day, 10:41:33 time: 0.2818 data_time: 0.0228 memory: 8198 grad_norm: 4.8753 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1290 loss: 2.1290 2022/08/02 17:49:53 - mmengine - INFO - Epoch(train) [24][1180/1879] lr: 1.0000e-02 eta: 1 day, 10:41:28 time: 0.2908 data_time: 0.0315 memory: 8198 grad_norm: 5.0094 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 2.0032 loss: 2.0032 2022/08/02 17:49:58 - mmengine - INFO - Epoch(train) [24][1200/1879] lr: 1.0000e-02 eta: 1 day, 10:41:22 time: 0.2811 data_time: 0.0275 memory: 8198 grad_norm: 4.9509 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.8212 loss: 1.8212 2022/08/02 17:50:04 - mmengine - INFO - Epoch(train) [24][1220/1879] lr: 1.0000e-02 eta: 1 day, 10:41:15 time: 0.2828 data_time: 0.0208 memory: 8198 grad_norm: 4.9704 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9389 loss: 1.9389 2022/08/02 17:50:10 - mmengine - INFO - Epoch(train) [24][1240/1879] lr: 1.0000e-02 eta: 1 day, 10:41:08 time: 0.2804 data_time: 0.0182 memory: 8198 grad_norm: 4.8505 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 2.0127 loss: 2.0127 2022/08/02 17:50:15 - mmengine - INFO - Epoch(train) [24][1260/1879] lr: 1.0000e-02 eta: 1 day, 10:41:02 time: 0.2845 data_time: 0.0237 memory: 8198 grad_norm: 4.8620 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9300 loss: 1.9300 2022/08/02 17:50:21 - mmengine - INFO - Epoch(train) [24][1280/1879] lr: 1.0000e-02 eta: 1 day, 10:40:56 time: 0.2820 data_time: 0.0197 memory: 8198 grad_norm: 5.0597 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1383 loss: 2.1383 2022/08/02 17:50:27 - mmengine - INFO - Epoch(train) [24][1300/1879] lr: 1.0000e-02 eta: 1 day, 10:40:49 time: 0.2780 data_time: 0.0227 memory: 8198 grad_norm: 4.9571 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0526 loss: 2.0526 2022/08/02 17:50:32 - mmengine - INFO - Epoch(train) [24][1320/1879] lr: 1.0000e-02 eta: 1 day, 10:40:43 time: 0.2875 data_time: 0.0277 memory: 8198 grad_norm: 4.8236 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0600 loss: 2.0600 2022/08/02 17:50:38 - mmengine - INFO - Epoch(train) [24][1340/1879] lr: 1.0000e-02 eta: 1 day, 10:40:40 time: 0.2966 data_time: 0.0297 memory: 8198 grad_norm: 4.8684 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.9708 loss: 1.9708 2022/08/02 17:50:44 - mmengine - INFO - Epoch(train) [24][1360/1879] lr: 1.0000e-02 eta: 1 day, 10:40:35 time: 0.2919 data_time: 0.0214 memory: 8198 grad_norm: 4.9456 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7881 loss: 1.7881 2022/08/02 17:50:50 - mmengine - INFO - Epoch(train) [24][1380/1879] lr: 1.0000e-02 eta: 1 day, 10:40:29 time: 0.2848 data_time: 0.0211 memory: 8198 grad_norm: 4.9054 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0105 loss: 2.0105 2022/08/02 17:50:56 - mmengine - INFO - Epoch(train) [24][1400/1879] lr: 1.0000e-02 eta: 1 day, 10:40:24 time: 0.2883 data_time: 0.0213 memory: 8198 grad_norm: 5.0437 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0751 loss: 2.0751 2022/08/02 17:51:01 - mmengine - INFO - Epoch(train) [24][1420/1879] lr: 1.0000e-02 eta: 1 day, 10:40:17 time: 0.2813 data_time: 0.0221 memory: 8198 grad_norm: 4.9764 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9091 loss: 1.9091 2022/08/02 17:51:07 - mmengine - INFO - Epoch(train) [24][1440/1879] lr: 1.0000e-02 eta: 1 day, 10:40:11 time: 0.2827 data_time: 0.0274 memory: 8198 grad_norm: 4.9037 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0713 loss: 2.0713 2022/08/02 17:51:13 - mmengine - INFO - Epoch(train) [24][1460/1879] lr: 1.0000e-02 eta: 1 day, 10:40:04 time: 0.2825 data_time: 0.0222 memory: 8198 grad_norm: 4.7588 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7676 loss: 1.7676 2022/08/02 17:51:18 - mmengine - INFO - Epoch(train) [24][1480/1879] lr: 1.0000e-02 eta: 1 day, 10:39:58 time: 0.2847 data_time: 0.0265 memory: 8198 grad_norm: 4.9008 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1477 loss: 2.1477 2022/08/02 17:51:24 - mmengine - INFO - Epoch(train) [24][1500/1879] lr: 1.0000e-02 eta: 1 day, 10:39:52 time: 0.2840 data_time: 0.0233 memory: 8198 grad_norm: 4.8366 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9295 loss: 1.9295 2022/08/02 17:51:30 - mmengine - INFO - Epoch(train) [24][1520/1879] lr: 1.0000e-02 eta: 1 day, 10:39:45 time: 0.2803 data_time: 0.0230 memory: 8198 grad_norm: 4.9031 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9382 loss: 1.9382 2022/08/02 17:51:35 - mmengine - INFO - Epoch(train) [24][1540/1879] lr: 1.0000e-02 eta: 1 day, 10:39:40 time: 0.2857 data_time: 0.0239 memory: 8198 grad_norm: 4.8619 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9704 loss: 1.9704 2022/08/02 17:51:41 - mmengine - INFO - Epoch(train) [24][1560/1879] lr: 1.0000e-02 eta: 1 day, 10:39:33 time: 0.2806 data_time: 0.0249 memory: 8198 grad_norm: 4.9067 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9069 loss: 1.9069 2022/08/02 17:51:47 - mmengine - INFO - Epoch(train) [24][1580/1879] lr: 1.0000e-02 eta: 1 day, 10:39:27 time: 0.2829 data_time: 0.0260 memory: 8198 grad_norm: 4.9529 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7753 loss: 1.7753 2022/08/02 17:51:52 - mmengine - INFO - Epoch(train) [24][1600/1879] lr: 1.0000e-02 eta: 1 day, 10:39:19 time: 0.2779 data_time: 0.0239 memory: 8198 grad_norm: 5.0370 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0189 loss: 2.0189 2022/08/02 17:51:58 - mmengine - INFO - Epoch(train) [24][1620/1879] lr: 1.0000e-02 eta: 1 day, 10:39:13 time: 0.2827 data_time: 0.0224 memory: 8198 grad_norm: 4.9268 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8168 loss: 1.8168 2022/08/02 17:52:03 - mmengine - INFO - Epoch(train) [24][1640/1879] lr: 1.0000e-02 eta: 1 day, 10:39:07 time: 0.2830 data_time: 0.0229 memory: 8198 grad_norm: 5.0869 top1_acc: 0.4375 top5_acc: 1.0000 loss_cls: 1.9015 loss: 1.9015 2022/08/02 17:52:09 - mmengine - INFO - Epoch(train) [24][1660/1879] lr: 1.0000e-02 eta: 1 day, 10:39:00 time: 0.2824 data_time: 0.0246 memory: 8198 grad_norm: 4.9005 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8574 loss: 1.8574 2022/08/02 17:52:15 - mmengine - INFO - Epoch(train) [24][1680/1879] lr: 1.0000e-02 eta: 1 day, 10:38:54 time: 0.2854 data_time: 0.0258 memory: 8198 grad_norm: 5.0639 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0732 loss: 2.0732 2022/08/02 17:52:20 - mmengine - INFO - Epoch(train) [24][1700/1879] lr: 1.0000e-02 eta: 1 day, 10:38:47 time: 0.2804 data_time: 0.0270 memory: 8198 grad_norm: 4.9237 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.9882 loss: 1.9882 2022/08/02 17:52:26 - mmengine - INFO - Epoch(train) [24][1720/1879] lr: 1.0000e-02 eta: 1 day, 10:38:42 time: 0.2849 data_time: 0.0287 memory: 8198 grad_norm: 4.9763 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9067 loss: 1.9067 2022/08/02 17:52:32 - mmengine - INFO - Epoch(train) [24][1740/1879] lr: 1.0000e-02 eta: 1 day, 10:38:35 time: 0.2836 data_time: 0.0241 memory: 8198 grad_norm: 5.0010 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.1545 loss: 2.1545 2022/08/02 17:52:37 - mmengine - INFO - Epoch(train) [24][1760/1879] lr: 1.0000e-02 eta: 1 day, 10:38:28 time: 0.2780 data_time: 0.0258 memory: 8198 grad_norm: 4.8878 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0065 loss: 2.0065 2022/08/02 17:52:43 - mmengine - INFO - Epoch(train) [24][1780/1879] lr: 1.0000e-02 eta: 1 day, 10:38:23 time: 0.2900 data_time: 0.0270 memory: 8198 grad_norm: 4.8000 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9466 loss: 1.9466 2022/08/02 17:52:44 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:52:49 - mmengine - INFO - Epoch(train) [24][1800/1879] lr: 1.0000e-02 eta: 1 day, 10:38:16 time: 0.2805 data_time: 0.0212 memory: 8198 grad_norm: 4.8698 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9259 loss: 1.9259 2022/08/02 17:52:55 - mmengine - INFO - Epoch(train) [24][1820/1879] lr: 1.0000e-02 eta: 1 day, 10:38:11 time: 0.2883 data_time: 0.0215 memory: 8198 grad_norm: 4.9487 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1052 loss: 2.1052 2022/08/02 17:53:00 - mmengine - INFO - Epoch(train) [24][1840/1879] lr: 1.0000e-02 eta: 1 day, 10:38:04 time: 0.2807 data_time: 0.0238 memory: 8198 grad_norm: 4.7948 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9171 loss: 1.9171 2022/08/02 17:53:06 - mmengine - INFO - Epoch(train) [24][1860/1879] lr: 1.0000e-02 eta: 1 day, 10:37:58 time: 0.2828 data_time: 0.0229 memory: 8198 grad_norm: 4.7887 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.2199 loss: 2.2199 2022/08/02 17:53:11 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:53:11 - mmengine - INFO - Epoch(train) [24][1879/1879] lr: 1.0000e-02 eta: 1 day, 10:37:58 time: 0.2519 data_time: 0.0143 memory: 8198 grad_norm: 4.8608 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 2.0566 loss: 2.0566 2022/08/02 17:53:11 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/08/02 17:53:21 - mmengine - INFO - Epoch(train) [25][20/1879] lr: 1.0000e-02 eta: 1 day, 10:37:07 time: 0.3523 data_time: 0.1014 memory: 8198 grad_norm: 4.8677 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8027 loss: 1.8027 2022/08/02 17:53:26 - mmengine - INFO - Epoch(train) [25][40/1879] lr: 1.0000e-02 eta: 1 day, 10:37:02 time: 0.2911 data_time: 0.0288 memory: 8198 grad_norm: 4.8657 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0224 loss: 2.0224 2022/08/02 17:53:32 - mmengine - INFO - Epoch(train) [25][60/1879] lr: 1.0000e-02 eta: 1 day, 10:36:56 time: 0.2844 data_time: 0.0223 memory: 8198 grad_norm: 4.8221 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7843 loss: 1.7843 2022/08/02 17:53:38 - mmengine - INFO - Epoch(train) [25][80/1879] lr: 1.0000e-02 eta: 1 day, 10:36:51 time: 0.2857 data_time: 0.0205 memory: 8198 grad_norm: 4.8756 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.0201 loss: 2.0201 2022/08/02 17:53:44 - mmengine - INFO - Epoch(train) [25][100/1879] lr: 1.0000e-02 eta: 1 day, 10:36:45 time: 0.2847 data_time: 0.0247 memory: 8198 grad_norm: 4.7782 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8938 loss: 1.8938 2022/08/02 17:53:49 - mmengine - INFO - Epoch(train) [25][120/1879] lr: 1.0000e-02 eta: 1 day, 10:36:38 time: 0.2813 data_time: 0.0232 memory: 8198 grad_norm: 4.9169 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8541 loss: 1.8541 2022/08/02 17:53:55 - mmengine - INFO - Epoch(train) [25][140/1879] lr: 1.0000e-02 eta: 1 day, 10:36:32 time: 0.2837 data_time: 0.0243 memory: 8198 grad_norm: 4.9579 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9674 loss: 1.9674 2022/08/02 17:54:00 - mmengine - INFO - Epoch(train) [25][160/1879] lr: 1.0000e-02 eta: 1 day, 10:36:26 time: 0.2824 data_time: 0.0259 memory: 8198 grad_norm: 4.9983 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.3134 loss: 2.3134 2022/08/02 17:54:08 - mmengine - INFO - Epoch(train) [25][180/1879] lr: 1.0000e-02 eta: 1 day, 10:36:40 time: 0.3911 data_time: 0.1077 memory: 8198 grad_norm: 4.8935 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.8311 loss: 1.8311 2022/08/02 17:54:14 - mmengine - INFO - Epoch(train) [25][200/1879] lr: 1.0000e-02 eta: 1 day, 10:36:33 time: 0.2769 data_time: 0.0198 memory: 8198 grad_norm: 4.9490 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9462 loss: 1.9462 2022/08/02 17:54:19 - mmengine - INFO - Epoch(train) [25][220/1879] lr: 1.0000e-02 eta: 1 day, 10:36:26 time: 0.2812 data_time: 0.0274 memory: 8198 grad_norm: 4.7809 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9086 loss: 1.9086 2022/08/02 17:54:25 - mmengine - INFO - Epoch(train) [25][240/1879] lr: 1.0000e-02 eta: 1 day, 10:36:21 time: 0.2878 data_time: 0.0258 memory: 8198 grad_norm: 4.9309 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9328 loss: 1.9328 2022/08/02 17:54:31 - mmengine - INFO - Epoch(train) [25][260/1879] lr: 1.0000e-02 eta: 1 day, 10:36:14 time: 0.2800 data_time: 0.0241 memory: 8198 grad_norm: 4.8469 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8543 loss: 1.8543 2022/08/02 17:54:36 - mmengine - INFO - Epoch(train) [25][280/1879] lr: 1.0000e-02 eta: 1 day, 10:36:07 time: 0.2799 data_time: 0.0241 memory: 8198 grad_norm: 4.7782 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.8587 loss: 1.8587 2022/08/02 17:54:42 - mmengine - INFO - Epoch(train) [25][300/1879] lr: 1.0000e-02 eta: 1 day, 10:36:00 time: 0.2823 data_time: 0.0269 memory: 8198 grad_norm: 5.0470 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0404 loss: 2.0404 2022/08/02 17:54:48 - mmengine - INFO - Epoch(train) [25][320/1879] lr: 1.0000e-02 eta: 1 day, 10:35:56 time: 0.2924 data_time: 0.0250 memory: 8198 grad_norm: 4.8895 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8850 loss: 1.8850 2022/08/02 17:54:54 - mmengine - INFO - Epoch(train) [25][340/1879] lr: 1.0000e-02 eta: 1 day, 10:35:51 time: 0.2872 data_time: 0.0250 memory: 8198 grad_norm: 5.0315 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7676 loss: 1.7676 2022/08/02 17:54:59 - mmengine - INFO - Epoch(train) [25][360/1879] lr: 1.0000e-02 eta: 1 day, 10:35:45 time: 0.2870 data_time: 0.0242 memory: 8198 grad_norm: 4.9223 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.7845 loss: 1.7845 2022/08/02 17:55:05 - mmengine - INFO - Epoch(train) [25][380/1879] lr: 1.0000e-02 eta: 1 day, 10:35:39 time: 0.2868 data_time: 0.0239 memory: 8198 grad_norm: 4.8948 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8201 loss: 1.8201 2022/08/02 17:55:11 - mmengine - INFO - Epoch(train) [25][400/1879] lr: 1.0000e-02 eta: 1 day, 10:35:34 time: 0.2879 data_time: 0.0219 memory: 8198 grad_norm: 4.9618 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8819 loss: 1.8819 2022/08/02 17:55:17 - mmengine - INFO - Epoch(train) [25][420/1879] lr: 1.0000e-02 eta: 1 day, 10:35:27 time: 0.2790 data_time: 0.0211 memory: 8198 grad_norm: 4.8668 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1160 loss: 2.1160 2022/08/02 17:55:23 - mmengine - INFO - Epoch(train) [25][440/1879] lr: 1.0000e-02 eta: 1 day, 10:35:24 time: 0.3020 data_time: 0.0468 memory: 8198 grad_norm: 4.9248 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8022 loss: 1.8022 2022/08/02 17:55:28 - mmengine - INFO - Epoch(train) [25][460/1879] lr: 1.0000e-02 eta: 1 day, 10:35:18 time: 0.2823 data_time: 0.0213 memory: 8198 grad_norm: 4.9825 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9484 loss: 1.9484 2022/08/02 17:55:34 - mmengine - INFO - Epoch(train) [25][480/1879] lr: 1.0000e-02 eta: 1 day, 10:35:12 time: 0.2832 data_time: 0.0212 memory: 8198 grad_norm: 5.0071 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8675 loss: 1.8675 2022/08/02 17:55:40 - mmengine - INFO - Epoch(train) [25][500/1879] lr: 1.0000e-02 eta: 1 day, 10:35:07 time: 0.2887 data_time: 0.0314 memory: 8198 grad_norm: 4.9346 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7615 loss: 1.7615 2022/08/02 17:55:45 - mmengine - INFO - Epoch(train) [25][520/1879] lr: 1.0000e-02 eta: 1 day, 10:35:00 time: 0.2830 data_time: 0.0207 memory: 8198 grad_norm: 4.8469 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8744 loss: 1.8744 2022/08/02 17:55:51 - mmengine - INFO - Epoch(train) [25][540/1879] lr: 1.0000e-02 eta: 1 day, 10:34:54 time: 0.2814 data_time: 0.0263 memory: 8198 grad_norm: 5.0288 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9941 loss: 1.9941 2022/08/02 17:55:57 - mmengine - INFO - Epoch(train) [25][560/1879] lr: 1.0000e-02 eta: 1 day, 10:34:48 time: 0.2837 data_time: 0.0197 memory: 8198 grad_norm: 4.9400 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0055 loss: 2.0055 2022/08/02 17:56:02 - mmengine - INFO - Epoch(train) [25][580/1879] lr: 1.0000e-02 eta: 1 day, 10:34:41 time: 0.2818 data_time: 0.0283 memory: 8198 grad_norm: 4.8456 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7113 loss: 1.7113 2022/08/02 17:56:08 - mmengine - INFO - Epoch(train) [25][600/1879] lr: 1.0000e-02 eta: 1 day, 10:34:35 time: 0.2842 data_time: 0.0213 memory: 8198 grad_norm: 5.0716 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1939 loss: 2.1939 2022/08/02 17:56:14 - mmengine - INFO - Epoch(train) [25][620/1879] lr: 1.0000e-02 eta: 1 day, 10:34:29 time: 0.2858 data_time: 0.0228 memory: 8198 grad_norm: 4.9744 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0104 loss: 2.0104 2022/08/02 17:56:20 - mmengine - INFO - Epoch(train) [25][640/1879] lr: 1.0000e-02 eta: 1 day, 10:34:29 time: 0.3141 data_time: 0.0215 memory: 8198 grad_norm: 4.8934 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8885 loss: 1.8885 2022/08/02 17:56:26 - mmengine - INFO - Epoch(train) [25][660/1879] lr: 1.0000e-02 eta: 1 day, 10:34:25 time: 0.2934 data_time: 0.0258 memory: 8198 grad_norm: 4.8974 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9905 loss: 1.9905 2022/08/02 17:56:32 - mmengine - INFO - Epoch(train) [25][680/1879] lr: 1.0000e-02 eta: 1 day, 10:34:18 time: 0.2833 data_time: 0.0216 memory: 8198 grad_norm: 4.7992 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8242 loss: 1.8242 2022/08/02 17:56:37 - mmengine - INFO - Epoch(train) [25][700/1879] lr: 1.0000e-02 eta: 1 day, 10:34:13 time: 0.2852 data_time: 0.0231 memory: 8198 grad_norm: 4.9544 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.9511 loss: 1.9511 2022/08/02 17:56:43 - mmengine - INFO - Epoch(train) [25][720/1879] lr: 1.0000e-02 eta: 1 day, 10:34:06 time: 0.2810 data_time: 0.0247 memory: 8198 grad_norm: 4.8933 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6779 loss: 1.6779 2022/08/02 17:56:49 - mmengine - INFO - Epoch(train) [25][740/1879] lr: 1.0000e-02 eta: 1 day, 10:34:00 time: 0.2845 data_time: 0.0271 memory: 8198 grad_norm: 4.8070 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8086 loss: 1.8086 2022/08/02 17:56:55 - mmengine - INFO - Epoch(train) [25][760/1879] lr: 1.0000e-02 eta: 1 day, 10:33:56 time: 0.2954 data_time: 0.0213 memory: 8198 grad_norm: 4.9428 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9532 loss: 1.9532 2022/08/02 17:57:00 - mmengine - INFO - Epoch(train) [25][780/1879] lr: 1.0000e-02 eta: 1 day, 10:33:49 time: 0.2797 data_time: 0.0241 memory: 8198 grad_norm: 4.9662 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9999 loss: 1.9999 2022/08/02 17:57:06 - mmengine - INFO - Epoch(train) [25][800/1879] lr: 1.0000e-02 eta: 1 day, 10:33:45 time: 0.2939 data_time: 0.0382 memory: 8198 grad_norm: 4.8343 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9069 loss: 1.9069 2022/08/02 17:57:12 - mmengine - INFO - Epoch(train) [25][820/1879] lr: 1.0000e-02 eta: 1 day, 10:33:38 time: 0.2798 data_time: 0.0201 memory: 8198 grad_norm: 4.9716 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9542 loss: 1.9542 2022/08/02 17:57:17 - mmengine - INFO - Epoch(train) [25][840/1879] lr: 1.0000e-02 eta: 1 day, 10:33:32 time: 0.2853 data_time: 0.0221 memory: 8198 grad_norm: 4.8890 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0749 loss: 2.0749 2022/08/02 17:57:23 - mmengine - INFO - Epoch(train) [25][860/1879] lr: 1.0000e-02 eta: 1 day, 10:33:26 time: 0.2827 data_time: 0.0267 memory: 8198 grad_norm: 5.0007 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9871 loss: 1.9871 2022/08/02 17:57:29 - mmengine - INFO - Epoch(train) [25][880/1879] lr: 1.0000e-02 eta: 1 day, 10:33:19 time: 0.2817 data_time: 0.0229 memory: 8198 grad_norm: 4.9164 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9059 loss: 1.9059 2022/08/02 17:57:34 - mmengine - INFO - Epoch(train) [25][900/1879] lr: 1.0000e-02 eta: 1 day, 10:33:14 time: 0.2881 data_time: 0.0240 memory: 8198 grad_norm: 4.9746 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9994 loss: 1.9994 2022/08/02 17:57:35 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 17:57:40 - mmengine - INFO - Epoch(train) [25][920/1879] lr: 1.0000e-02 eta: 1 day, 10:33:07 time: 0.2788 data_time: 0.0229 memory: 8198 grad_norm: 4.9163 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9579 loss: 1.9579 2022/08/02 17:57:46 - mmengine - INFO - Epoch(train) [25][940/1879] lr: 1.0000e-02 eta: 1 day, 10:33:01 time: 0.2859 data_time: 0.0297 memory: 8198 grad_norm: 4.8349 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8760 loss: 1.8760 2022/08/02 17:57:51 - mmengine - INFO - Epoch(train) [25][960/1879] lr: 1.0000e-02 eta: 1 day, 10:32:54 time: 0.2797 data_time: 0.0218 memory: 8198 grad_norm: 4.8414 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7603 loss: 1.7603 2022/08/02 17:57:57 - mmengine - INFO - Epoch(train) [25][980/1879] lr: 1.0000e-02 eta: 1 day, 10:32:49 time: 0.2859 data_time: 0.0305 memory: 8198 grad_norm: 4.8991 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7484 loss: 1.7484 2022/08/02 17:58:03 - mmengine - INFO - Epoch(train) [25][1000/1879] lr: 1.0000e-02 eta: 1 day, 10:32:42 time: 0.2810 data_time: 0.0279 memory: 8198 grad_norm: 4.8104 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8905 loss: 1.8905 2022/08/02 17:58:08 - mmengine - INFO - Epoch(train) [25][1020/1879] lr: 1.0000e-02 eta: 1 day, 10:32:36 time: 0.2855 data_time: 0.0237 memory: 8198 grad_norm: 4.9466 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8092 loss: 1.8092 2022/08/02 17:58:14 - mmengine - INFO - Epoch(train) [25][1040/1879] lr: 1.0000e-02 eta: 1 day, 10:32:30 time: 0.2858 data_time: 0.0267 memory: 8198 grad_norm: 4.8616 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 2.1177 loss: 2.1177 2022/08/02 17:58:20 - mmengine - INFO - Epoch(train) [25][1060/1879] lr: 1.0000e-02 eta: 1 day, 10:32:24 time: 0.2831 data_time: 0.0282 memory: 8198 grad_norm: 4.8441 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0953 loss: 2.0953 2022/08/02 17:58:25 - mmengine - INFO - Epoch(train) [25][1080/1879] lr: 1.0000e-02 eta: 1 day, 10:32:18 time: 0.2855 data_time: 0.0249 memory: 8198 grad_norm: 4.6889 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9577 loss: 1.9577 2022/08/02 17:58:31 - mmengine - INFO - Epoch(train) [25][1100/1879] lr: 1.0000e-02 eta: 1 day, 10:32:11 time: 0.2773 data_time: 0.0240 memory: 8198 grad_norm: 4.9429 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8779 loss: 1.8779 2022/08/02 17:58:37 - mmengine - INFO - Epoch(train) [25][1120/1879] lr: 1.0000e-02 eta: 1 day, 10:32:04 time: 0.2816 data_time: 0.0256 memory: 8198 grad_norm: 4.8371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9086 loss: 1.9086 2022/08/02 17:58:42 - mmengine - INFO - Epoch(train) [25][1140/1879] lr: 1.0000e-02 eta: 1 day, 10:31:58 time: 0.2840 data_time: 0.0237 memory: 8198 grad_norm: 4.8842 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9544 loss: 1.9544 2022/08/02 17:58:48 - mmengine - INFO - Epoch(train) [25][1160/1879] lr: 1.0000e-02 eta: 1 day, 10:31:51 time: 0.2795 data_time: 0.0237 memory: 8198 grad_norm: 4.9190 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9407 loss: 1.9407 2022/08/02 17:58:54 - mmengine - INFO - Epoch(train) [25][1180/1879] lr: 1.0000e-02 eta: 1 day, 10:31:46 time: 0.2867 data_time: 0.0229 memory: 8198 grad_norm: 4.9443 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8367 loss: 1.8367 2022/08/02 17:58:59 - mmengine - INFO - Epoch(train) [25][1200/1879] lr: 1.0000e-02 eta: 1 day, 10:31:39 time: 0.2805 data_time: 0.0206 memory: 8198 grad_norm: 4.8491 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9668 loss: 1.9668 2022/08/02 17:59:05 - mmengine - INFO - Epoch(train) [25][1220/1879] lr: 1.0000e-02 eta: 1 day, 10:31:33 time: 0.2831 data_time: 0.0248 memory: 8198 grad_norm: 4.8971 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0267 loss: 2.0267 2022/08/02 17:59:11 - mmengine - INFO - Epoch(train) [25][1240/1879] lr: 1.0000e-02 eta: 1 day, 10:31:27 time: 0.2839 data_time: 0.0217 memory: 8198 grad_norm: 4.9157 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8641 loss: 1.8641 2022/08/02 17:59:16 - mmengine - INFO - Epoch(train) [25][1260/1879] lr: 1.0000e-02 eta: 1 day, 10:31:21 time: 0.2862 data_time: 0.0217 memory: 8198 grad_norm: 4.9613 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9472 loss: 1.9472 2022/08/02 17:59:22 - mmengine - INFO - Epoch(train) [25][1280/1879] lr: 1.0000e-02 eta: 1 day, 10:31:15 time: 0.2825 data_time: 0.0265 memory: 8198 grad_norm: 4.8442 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7653 loss: 1.7653 2022/08/02 17:59:28 - mmengine - INFO - Epoch(train) [25][1300/1879] lr: 1.0000e-02 eta: 1 day, 10:31:10 time: 0.2896 data_time: 0.0299 memory: 8198 grad_norm: 4.9488 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1484 loss: 2.1484 2022/08/02 17:59:33 - mmengine - INFO - Epoch(train) [25][1320/1879] lr: 1.0000e-02 eta: 1 day, 10:31:03 time: 0.2810 data_time: 0.0239 memory: 8198 grad_norm: 4.8500 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9848 loss: 1.9848 2022/08/02 17:59:39 - mmengine - INFO - Epoch(train) [25][1340/1879] lr: 1.0000e-02 eta: 1 day, 10:30:56 time: 0.2813 data_time: 0.0222 memory: 8198 grad_norm: 4.8406 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.9181 loss: 1.9181 2022/08/02 17:59:45 - mmengine - INFO - Epoch(train) [25][1360/1879] lr: 1.0000e-02 eta: 1 day, 10:30:51 time: 0.2863 data_time: 0.0217 memory: 8198 grad_norm: 4.9230 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0546 loss: 2.0546 2022/08/02 17:59:50 - mmengine - INFO - Epoch(train) [25][1380/1879] lr: 1.0000e-02 eta: 1 day, 10:30:44 time: 0.2811 data_time: 0.0243 memory: 8198 grad_norm: 4.8028 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7995 loss: 1.7995 2022/08/02 17:59:56 - mmengine - INFO - Epoch(train) [25][1400/1879] lr: 1.0000e-02 eta: 1 day, 10:30:38 time: 0.2841 data_time: 0.0213 memory: 8198 grad_norm: 4.9254 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.8210 loss: 1.8210 2022/08/02 18:00:02 - mmengine - INFO - Epoch(train) [25][1420/1879] lr: 1.0000e-02 eta: 1 day, 10:30:31 time: 0.2797 data_time: 0.0230 memory: 8198 grad_norm: 4.8512 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9204 loss: 1.9204 2022/08/02 18:00:10 - mmengine - INFO - Epoch(train) [25][1440/1879] lr: 1.0000e-02 eta: 1 day, 10:30:47 time: 0.3994 data_time: 0.0957 memory: 8198 grad_norm: 4.9044 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.0880 loss: 2.0880 2022/08/02 18:00:15 - mmengine - INFO - Epoch(train) [25][1460/1879] lr: 1.0000e-02 eta: 1 day, 10:30:40 time: 0.2825 data_time: 0.0219 memory: 8198 grad_norm: 4.8903 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9206 loss: 1.9206 2022/08/02 18:00:21 - mmengine - INFO - Epoch(train) [25][1480/1879] lr: 1.0000e-02 eta: 1 day, 10:30:33 time: 0.2789 data_time: 0.0228 memory: 8198 grad_norm: 4.9106 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0767 loss: 2.0767 2022/08/02 18:00:27 - mmengine - INFO - Epoch(train) [25][1500/1879] lr: 1.0000e-02 eta: 1 day, 10:30:27 time: 0.2824 data_time: 0.0266 memory: 8198 grad_norm: 4.8346 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7331 loss: 1.7331 2022/08/02 18:00:32 - mmengine - INFO - Epoch(train) [25][1520/1879] lr: 1.0000e-02 eta: 1 day, 10:30:20 time: 0.2807 data_time: 0.0225 memory: 8198 grad_norm: 4.8557 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0073 loss: 2.0073 2022/08/02 18:00:38 - mmengine - INFO - Epoch(train) [25][1540/1879] lr: 1.0000e-02 eta: 1 day, 10:30:14 time: 0.2812 data_time: 0.0260 memory: 8198 grad_norm: 4.9136 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9526 loss: 1.9526 2022/08/02 18:00:44 - mmengine - INFO - Epoch(train) [25][1560/1879] lr: 1.0000e-02 eta: 1 day, 10:30:08 time: 0.2868 data_time: 0.0290 memory: 8198 grad_norm: 4.8421 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7702 loss: 1.7702 2022/08/02 18:00:49 - mmengine - INFO - Epoch(train) [25][1580/1879] lr: 1.0000e-02 eta: 1 day, 10:30:01 time: 0.2778 data_time: 0.0212 memory: 8198 grad_norm: 5.0702 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0322 loss: 2.0322 2022/08/02 18:00:55 - mmengine - INFO - Epoch(train) [25][1600/1879] lr: 1.0000e-02 eta: 1 day, 10:29:54 time: 0.2817 data_time: 0.0203 memory: 8198 grad_norm: 4.9150 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.1835 loss: 2.1835 2022/08/02 18:01:00 - mmengine - INFO - Epoch(train) [25][1620/1879] lr: 1.0000e-02 eta: 1 day, 10:29:48 time: 0.2808 data_time: 0.0256 memory: 8198 grad_norm: 4.8652 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0366 loss: 2.0366 2022/08/02 18:01:06 - mmengine - INFO - Epoch(train) [25][1640/1879] lr: 1.0000e-02 eta: 1 day, 10:29:41 time: 0.2802 data_time: 0.0205 memory: 8198 grad_norm: 4.9306 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9420 loss: 1.9420 2022/08/02 18:01:12 - mmengine - INFO - Epoch(train) [25][1660/1879] lr: 1.0000e-02 eta: 1 day, 10:29:35 time: 0.2827 data_time: 0.0214 memory: 8198 grad_norm: 4.9015 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0102 loss: 2.0102 2022/08/02 18:01:17 - mmengine - INFO - Epoch(train) [25][1680/1879] lr: 1.0000e-02 eta: 1 day, 10:29:29 time: 0.2851 data_time: 0.0217 memory: 8198 grad_norm: 5.0508 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 2.0436 loss: 2.0436 2022/08/02 18:01:23 - mmengine - INFO - Epoch(train) [25][1700/1879] lr: 1.0000e-02 eta: 1 day, 10:29:22 time: 0.2822 data_time: 0.0280 memory: 8198 grad_norm: 4.9789 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8579 loss: 1.8579 2022/08/02 18:01:29 - mmengine - INFO - Epoch(train) [25][1720/1879] lr: 1.0000e-02 eta: 1 day, 10:29:15 time: 0.2773 data_time: 0.0215 memory: 8198 grad_norm: 4.8179 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0276 loss: 2.0276 2022/08/02 18:01:34 - mmengine - INFO - Epoch(train) [25][1740/1879] lr: 1.0000e-02 eta: 1 day, 10:29:09 time: 0.2826 data_time: 0.0266 memory: 8198 grad_norm: 4.9507 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8781 loss: 1.8781 2022/08/02 18:01:40 - mmengine - INFO - Epoch(train) [25][1760/1879] lr: 1.0000e-02 eta: 1 day, 10:29:03 time: 0.2848 data_time: 0.0239 memory: 8198 grad_norm: 4.9419 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0351 loss: 2.0351 2022/08/02 18:01:46 - mmengine - INFO - Epoch(train) [25][1780/1879] lr: 1.0000e-02 eta: 1 day, 10:28:56 time: 0.2805 data_time: 0.0232 memory: 8198 grad_norm: 4.8854 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9567 loss: 1.9567 2022/08/02 18:01:51 - mmengine - INFO - Epoch(train) [25][1800/1879] lr: 1.0000e-02 eta: 1 day, 10:28:49 time: 0.2805 data_time: 0.0217 memory: 8198 grad_norm: 4.8504 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7442 loss: 1.7442 2022/08/02 18:01:57 - mmengine - INFO - Epoch(train) [25][1820/1879] lr: 1.0000e-02 eta: 1 day, 10:28:44 time: 0.2865 data_time: 0.0266 memory: 8198 grad_norm: 4.8887 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.7703 loss: 1.7703 2022/08/02 18:02:02 - mmengine - INFO - Epoch(train) [25][1840/1879] lr: 1.0000e-02 eta: 1 day, 10:28:37 time: 0.2794 data_time: 0.0195 memory: 8198 grad_norm: 4.9910 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7760 loss: 1.7760 2022/08/02 18:02:08 - mmengine - INFO - Epoch(train) [25][1860/1879] lr: 1.0000e-02 eta: 1 day, 10:28:32 time: 0.2911 data_time: 0.0241 memory: 8198 grad_norm: 4.8831 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0533 loss: 2.0533 2022/08/02 18:02:13 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:02:13 - mmengine - INFO - Epoch(train) [25][1879/1879] lr: 1.0000e-02 eta: 1 day, 10:28:32 time: 0.2541 data_time: 0.0146 memory: 8198 grad_norm: 5.0805 top1_acc: 0.1429 top5_acc: 0.5714 loss_cls: 2.0329 loss: 2.0329 2022/08/02 18:02:20 - mmengine - INFO - Epoch(val) [25][20/155] eta: 0:00:44 time: 0.3315 data_time: 0.2428 memory: 1514 2022/08/02 18:02:24 - mmengine - INFO - Epoch(val) [25][40/155] eta: 0:00:24 time: 0.2151 data_time: 0.1253 memory: 1514 2022/08/02 18:02:30 - mmengine - INFO - Epoch(val) [25][60/155] eta: 0:00:28 time: 0.3010 data_time: 0.2141 memory: 1514 2022/08/02 18:02:35 - mmengine - INFO - Epoch(val) [25][80/155] eta: 0:00:17 time: 0.2369 data_time: 0.1491 memory: 1514 2022/08/02 18:02:41 - mmengine - INFO - Epoch(val) [25][100/155] eta: 0:00:16 time: 0.3081 data_time: 0.2199 memory: 1514 2022/08/02 18:02:45 - mmengine - INFO - Epoch(val) [25][120/155] eta: 0:00:07 time: 0.2230 data_time: 0.1257 memory: 1514 2022/08/02 18:02:51 - mmengine - INFO - Epoch(val) [25][140/155] eta: 0:00:04 time: 0.2999 data_time: 0.2132 memory: 1514 2022/08/02 18:02:57 - mmengine - INFO - Epoch(val) [25][155/155] acc/top1: 0.6102 acc/top5: 0.8320 acc/mean1: 0.6101 2022/08/02 18:02:57 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb/best_acc/top1_epoch_21.pth is removed 2022/08/02 18:02:58 - mmengine - INFO - The best checkpoint with 0.6102 acc/top1 at 26 epoch is saved to best_acc/top1_epoch_26.pth. 2022/08/02 18:03:07 - mmengine - INFO - Epoch(train) [26][20/1879] lr: 1.0000e-02 eta: 1 day, 10:27:54 time: 0.4135 data_time: 0.1543 memory: 8198 grad_norm: 4.8055 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8827 loss: 1.8827 2022/08/02 18:03:08 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:03:12 - mmengine - INFO - Epoch(train) [26][40/1879] lr: 1.0000e-02 eta: 1 day, 10:27:48 time: 0.2830 data_time: 0.0261 memory: 8198 grad_norm: 4.8909 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7351 loss: 1.7351 2022/08/02 18:03:18 - mmengine - INFO - Epoch(train) [26][60/1879] lr: 1.0000e-02 eta: 1 day, 10:27:41 time: 0.2815 data_time: 0.0175 memory: 8198 grad_norm: 4.9932 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8206 loss: 1.8206 2022/08/02 18:03:24 - mmengine - INFO - Epoch(train) [26][80/1879] lr: 1.0000e-02 eta: 1 day, 10:27:35 time: 0.2837 data_time: 0.0230 memory: 8198 grad_norm: 4.8451 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8539 loss: 1.8539 2022/08/02 18:03:29 - mmengine - INFO - Epoch(train) [26][100/1879] lr: 1.0000e-02 eta: 1 day, 10:27:28 time: 0.2783 data_time: 0.0230 memory: 8198 grad_norm: 5.0751 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.2099 loss: 2.2099 2022/08/02 18:03:35 - mmengine - INFO - Epoch(train) [26][120/1879] lr: 1.0000e-02 eta: 1 day, 10:27:22 time: 0.2838 data_time: 0.0243 memory: 8198 grad_norm: 4.8549 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8882 loss: 1.8882 2022/08/02 18:03:40 - mmengine - INFO - Epoch(train) [26][140/1879] lr: 1.0000e-02 eta: 1 day, 10:27:15 time: 0.2775 data_time: 0.0245 memory: 8198 grad_norm: 4.9371 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7996 loss: 1.7996 2022/08/02 18:03:46 - mmengine - INFO - Epoch(train) [26][160/1879] lr: 1.0000e-02 eta: 1 day, 10:27:08 time: 0.2789 data_time: 0.0256 memory: 8198 grad_norm: 4.8669 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7909 loss: 1.7909 2022/08/02 18:03:52 - mmengine - INFO - Epoch(train) [26][180/1879] lr: 1.0000e-02 eta: 1 day, 10:27:04 time: 0.2969 data_time: 0.0240 memory: 8198 grad_norm: 4.9714 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9997 loss: 1.9997 2022/08/02 18:03:58 - mmengine - INFO - Epoch(train) [26][200/1879] lr: 1.0000e-02 eta: 1 day, 10:26:59 time: 0.2894 data_time: 0.0211 memory: 8198 grad_norm: 5.0756 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9835 loss: 1.9835 2022/08/02 18:04:03 - mmengine - INFO - Epoch(train) [26][220/1879] lr: 1.0000e-02 eta: 1 day, 10:26:53 time: 0.2836 data_time: 0.0253 memory: 8198 grad_norm: 4.8596 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9258 loss: 1.9258 2022/08/02 18:04:09 - mmengine - INFO - Epoch(train) [26][240/1879] lr: 1.0000e-02 eta: 1 day, 10:26:48 time: 0.2920 data_time: 0.0224 memory: 8198 grad_norm: 4.9411 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.0117 loss: 2.0117 2022/08/02 18:04:15 - mmengine - INFO - Epoch(train) [26][260/1879] lr: 1.0000e-02 eta: 1 day, 10:26:42 time: 0.2809 data_time: 0.0212 memory: 8198 grad_norm: 4.8943 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9299 loss: 1.9299 2022/08/02 18:04:20 - mmengine - INFO - Epoch(train) [26][280/1879] lr: 1.0000e-02 eta: 1 day, 10:26:35 time: 0.2802 data_time: 0.0224 memory: 8198 grad_norm: 4.9054 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1232 loss: 2.1232 2022/08/02 18:04:26 - mmengine - INFO - Epoch(train) [26][300/1879] lr: 1.0000e-02 eta: 1 day, 10:26:29 time: 0.2816 data_time: 0.0251 memory: 8198 grad_norm: 4.9311 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7907 loss: 1.7907 2022/08/02 18:04:32 - mmengine - INFO - Epoch(train) [26][320/1879] lr: 1.0000e-02 eta: 1 day, 10:26:22 time: 0.2829 data_time: 0.0210 memory: 8198 grad_norm: 4.8229 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8193 loss: 1.8193 2022/08/02 18:04:37 - mmengine - INFO - Epoch(train) [26][340/1879] lr: 1.0000e-02 eta: 1 day, 10:26:17 time: 0.2858 data_time: 0.0272 memory: 8198 grad_norm: 4.8993 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7262 loss: 1.7262 2022/08/02 18:04:43 - mmengine - INFO - Epoch(train) [26][360/1879] lr: 1.0000e-02 eta: 1 day, 10:26:10 time: 0.2793 data_time: 0.0217 memory: 8198 grad_norm: 4.9176 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0811 loss: 2.0811 2022/08/02 18:04:49 - mmengine - INFO - Epoch(train) [26][380/1879] lr: 1.0000e-02 eta: 1 day, 10:26:04 time: 0.2857 data_time: 0.0286 memory: 8198 grad_norm: 4.9359 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.0069 loss: 2.0069 2022/08/02 18:04:54 - mmengine - INFO - Epoch(train) [26][400/1879] lr: 1.0000e-02 eta: 1 day, 10:25:58 time: 0.2829 data_time: 0.0189 memory: 8198 grad_norm: 4.9873 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0940 loss: 2.0940 2022/08/02 18:05:00 - mmengine - INFO - Epoch(train) [26][420/1879] lr: 1.0000e-02 eta: 1 day, 10:25:52 time: 0.2893 data_time: 0.0263 memory: 8198 grad_norm: 4.8985 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9937 loss: 1.9937 2022/08/02 18:05:06 - mmengine - INFO - Epoch(train) [26][440/1879] lr: 1.0000e-02 eta: 1 day, 10:25:46 time: 0.2841 data_time: 0.0241 memory: 8198 grad_norm: 4.8635 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9711 loss: 1.9711 2022/08/02 18:05:12 - mmengine - INFO - Epoch(train) [26][460/1879] lr: 1.0000e-02 eta: 1 day, 10:25:40 time: 0.2803 data_time: 0.0236 memory: 8198 grad_norm: 4.9137 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0433 loss: 2.0433 2022/08/02 18:05:17 - mmengine - INFO - Epoch(train) [26][480/1879] lr: 1.0000e-02 eta: 1 day, 10:25:34 time: 0.2846 data_time: 0.0253 memory: 8198 grad_norm: 4.8951 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9388 loss: 1.9388 2022/08/02 18:05:23 - mmengine - INFO - Epoch(train) [26][500/1879] lr: 1.0000e-02 eta: 1 day, 10:25:27 time: 0.2775 data_time: 0.0212 memory: 8198 grad_norm: 4.9723 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.9746 loss: 1.9746 2022/08/02 18:05:29 - mmengine - INFO - Epoch(train) [26][520/1879] lr: 1.0000e-02 eta: 1 day, 10:25:21 time: 0.2852 data_time: 0.0244 memory: 8198 grad_norm: 5.0025 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0724 loss: 2.0724 2022/08/02 18:05:34 - mmengine - INFO - Epoch(train) [26][540/1879] lr: 1.0000e-02 eta: 1 day, 10:25:14 time: 0.2830 data_time: 0.0247 memory: 8198 grad_norm: 4.7590 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8683 loss: 1.8683 2022/08/02 18:05:40 - mmengine - INFO - Epoch(train) [26][560/1879] lr: 1.0000e-02 eta: 1 day, 10:25:09 time: 0.2895 data_time: 0.0281 memory: 8198 grad_norm: 4.8813 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9835 loss: 1.9835 2022/08/02 18:05:46 - mmengine - INFO - Epoch(train) [26][580/1879] lr: 1.0000e-02 eta: 1 day, 10:25:03 time: 0.2830 data_time: 0.0272 memory: 8198 grad_norm: 4.8208 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8398 loss: 1.8398 2022/08/02 18:05:51 - mmengine - INFO - Epoch(train) [26][600/1879] lr: 1.0000e-02 eta: 1 day, 10:24:57 time: 0.2837 data_time: 0.0237 memory: 8198 grad_norm: 4.8341 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7162 loss: 1.7162 2022/08/02 18:05:57 - mmengine - INFO - Epoch(train) [26][620/1879] lr: 1.0000e-02 eta: 1 day, 10:24:51 time: 0.2864 data_time: 0.0205 memory: 8198 grad_norm: 4.8707 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9042 loss: 1.9042 2022/08/02 18:06:03 - mmengine - INFO - Epoch(train) [26][640/1879] lr: 1.0000e-02 eta: 1 day, 10:24:45 time: 0.2810 data_time: 0.0217 memory: 8198 grad_norm: 4.9083 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 2.0723 loss: 2.0723 2022/08/02 18:06:08 - mmengine - INFO - Epoch(train) [26][660/1879] lr: 1.0000e-02 eta: 1 day, 10:24:38 time: 0.2778 data_time: 0.0219 memory: 8198 grad_norm: 4.8605 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9461 loss: 1.9461 2022/08/02 18:06:14 - mmengine - INFO - Epoch(train) [26][680/1879] lr: 1.0000e-02 eta: 1 day, 10:24:32 time: 0.2864 data_time: 0.0282 memory: 8198 grad_norm: 4.7660 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7928 loss: 1.7928 2022/08/02 18:06:20 - mmengine - INFO - Epoch(train) [26][700/1879] lr: 1.0000e-02 eta: 1 day, 10:24:27 time: 0.2896 data_time: 0.0214 memory: 8198 grad_norm: 4.9375 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7549 loss: 1.7549 2022/08/02 18:06:25 - mmengine - INFO - Epoch(train) [26][720/1879] lr: 1.0000e-02 eta: 1 day, 10:24:21 time: 0.2815 data_time: 0.0239 memory: 8198 grad_norm: 4.7724 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6959 loss: 1.6959 2022/08/02 18:06:31 - mmengine - INFO - Epoch(train) [26][740/1879] lr: 1.0000e-02 eta: 1 day, 10:24:14 time: 0.2816 data_time: 0.0243 memory: 8198 grad_norm: 4.8417 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6835 loss: 1.6835 2022/08/02 18:06:37 - mmengine - INFO - Epoch(train) [26][760/1879] lr: 1.0000e-02 eta: 1 day, 10:24:09 time: 0.2894 data_time: 0.0215 memory: 8198 grad_norm: 5.0090 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2119 loss: 2.2119 2022/08/02 18:06:42 - mmengine - INFO - Epoch(train) [26][780/1879] lr: 1.0000e-02 eta: 1 day, 10:24:03 time: 0.2825 data_time: 0.0218 memory: 8198 grad_norm: 4.8990 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9041 loss: 1.9041 2022/08/02 18:06:48 - mmengine - INFO - Epoch(train) [26][800/1879] lr: 1.0000e-02 eta: 1 day, 10:23:56 time: 0.2800 data_time: 0.0191 memory: 8198 grad_norm: 4.9374 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9394 loss: 1.9394 2022/08/02 18:06:54 - mmengine - INFO - Epoch(train) [26][820/1879] lr: 1.0000e-02 eta: 1 day, 10:23:50 time: 0.2841 data_time: 0.0251 memory: 8198 grad_norm: 4.9051 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9323 loss: 1.9323 2022/08/02 18:06:59 - mmengine - INFO - Epoch(train) [26][840/1879] lr: 1.0000e-02 eta: 1 day, 10:23:43 time: 0.2818 data_time: 0.0252 memory: 8198 grad_norm: 4.8821 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6283 loss: 1.6283 2022/08/02 18:07:05 - mmengine - INFO - Epoch(train) [26][860/1879] lr: 1.0000e-02 eta: 1 day, 10:23:38 time: 0.2861 data_time: 0.0270 memory: 8198 grad_norm: 4.8117 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7188 loss: 1.7188 2022/08/02 18:07:11 - mmengine - INFO - Epoch(train) [26][880/1879] lr: 1.0000e-02 eta: 1 day, 10:23:31 time: 0.2809 data_time: 0.0217 memory: 8198 grad_norm: 4.8394 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0062 loss: 2.0062 2022/08/02 18:07:16 - mmengine - INFO - Epoch(train) [26][900/1879] lr: 1.0000e-02 eta: 1 day, 10:23:25 time: 0.2841 data_time: 0.0235 memory: 8198 grad_norm: 4.9313 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8969 loss: 1.8969 2022/08/02 18:07:22 - mmengine - INFO - Epoch(train) [26][920/1879] lr: 1.0000e-02 eta: 1 day, 10:23:21 time: 0.2925 data_time: 0.0194 memory: 8198 grad_norm: 4.8712 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 1.8830 loss: 1.8830 2022/08/02 18:07:28 - mmengine - INFO - Epoch(train) [26][940/1879] lr: 1.0000e-02 eta: 1 day, 10:23:15 time: 0.2850 data_time: 0.0268 memory: 8198 grad_norm: 4.8658 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9142 loss: 1.9142 2022/08/02 18:07:34 - mmengine - INFO - Epoch(train) [26][960/1879] lr: 1.0000e-02 eta: 1 day, 10:23:09 time: 0.2864 data_time: 0.0203 memory: 8198 grad_norm: 4.8740 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8730 loss: 1.8730 2022/08/02 18:07:39 - mmengine - INFO - Epoch(train) [26][980/1879] lr: 1.0000e-02 eta: 1 day, 10:23:03 time: 0.2843 data_time: 0.0249 memory: 8198 grad_norm: 4.8166 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9403 loss: 1.9403 2022/08/02 18:07:45 - mmengine - INFO - Epoch(train) [26][1000/1879] lr: 1.0000e-02 eta: 1 day, 10:22:57 time: 0.2829 data_time: 0.0187 memory: 8198 grad_norm: 4.8453 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.1377 loss: 2.1377 2022/08/02 18:07:51 - mmengine - INFO - Epoch(train) [26][1020/1879] lr: 1.0000e-02 eta: 1 day, 10:22:50 time: 0.2804 data_time: 0.0223 memory: 8198 grad_norm: 4.9260 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9593 loss: 1.9593 2022/08/02 18:07:52 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:07:56 - mmengine - INFO - Epoch(train) [26][1040/1879] lr: 1.0000e-02 eta: 1 day, 10:22:45 time: 0.2868 data_time: 0.0210 memory: 8198 grad_norm: 4.9329 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0069 loss: 2.0069 2022/08/02 18:08:02 - mmengine - INFO - Epoch(train) [26][1060/1879] lr: 1.0000e-02 eta: 1 day, 10:22:38 time: 0.2814 data_time: 0.0248 memory: 8198 grad_norm: 4.8931 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.9437 loss: 1.9437 2022/08/02 18:08:08 - mmengine - INFO - Epoch(train) [26][1080/1879] lr: 1.0000e-02 eta: 1 day, 10:22:33 time: 0.2871 data_time: 0.0220 memory: 8198 grad_norm: 4.9510 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1401 loss: 2.1401 2022/08/02 18:08:14 - mmengine - INFO - Epoch(train) [26][1100/1879] lr: 1.0000e-02 eta: 1 day, 10:22:27 time: 0.2876 data_time: 0.0243 memory: 8198 grad_norm: 4.9299 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9864 loss: 1.9864 2022/08/02 18:08:19 - mmengine - INFO - Epoch(train) [26][1120/1879] lr: 1.0000e-02 eta: 1 day, 10:22:21 time: 0.2820 data_time: 0.0245 memory: 8198 grad_norm: 4.9704 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8948 loss: 1.8948 2022/08/02 18:08:25 - mmengine - INFO - Epoch(train) [26][1140/1879] lr: 1.0000e-02 eta: 1 day, 10:22:14 time: 0.2802 data_time: 0.0253 memory: 8198 grad_norm: 4.9275 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8906 loss: 1.8906 2022/08/02 18:08:30 - mmengine - INFO - Epoch(train) [26][1160/1879] lr: 1.0000e-02 eta: 1 day, 10:22:08 time: 0.2812 data_time: 0.0224 memory: 8198 grad_norm: 4.9149 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8955 loss: 1.8955 2022/08/02 18:08:36 - mmengine - INFO - Epoch(train) [26][1180/1879] lr: 1.0000e-02 eta: 1 day, 10:22:02 time: 0.2866 data_time: 0.0257 memory: 8198 grad_norm: 4.8571 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.7954 loss: 1.7954 2022/08/02 18:08:42 - mmengine - INFO - Epoch(train) [26][1200/1879] lr: 1.0000e-02 eta: 1 day, 10:21:56 time: 0.2838 data_time: 0.0212 memory: 8198 grad_norm: 5.0127 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0640 loss: 2.0640 2022/08/02 18:08:48 - mmengine - INFO - Epoch(train) [26][1220/1879] lr: 1.0000e-02 eta: 1 day, 10:21:51 time: 0.2919 data_time: 0.0245 memory: 8198 grad_norm: 4.8313 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9133 loss: 1.9133 2022/08/02 18:08:54 - mmengine - INFO - Epoch(train) [26][1240/1879] lr: 1.0000e-02 eta: 1 day, 10:21:46 time: 0.2885 data_time: 0.0216 memory: 8198 grad_norm: 4.9618 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9834 loss: 1.9834 2022/08/02 18:08:59 - mmengine - INFO - Epoch(train) [26][1260/1879] lr: 1.0000e-02 eta: 1 day, 10:21:40 time: 0.2855 data_time: 0.0210 memory: 8198 grad_norm: 4.9795 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9563 loss: 1.9563 2022/08/02 18:09:05 - mmengine - INFO - Epoch(train) [26][1280/1879] lr: 1.0000e-02 eta: 1 day, 10:21:34 time: 0.2825 data_time: 0.0239 memory: 8198 grad_norm: 5.0580 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8977 loss: 1.8977 2022/08/02 18:09:11 - mmengine - INFO - Epoch(train) [26][1300/1879] lr: 1.0000e-02 eta: 1 day, 10:21:27 time: 0.2811 data_time: 0.0252 memory: 8198 grad_norm: 4.9190 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6202 loss: 1.6202 2022/08/02 18:09:16 - mmengine - INFO - Epoch(train) [26][1320/1879] lr: 1.0000e-02 eta: 1 day, 10:21:21 time: 0.2822 data_time: 0.0236 memory: 8198 grad_norm: 4.9793 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9882 loss: 1.9882 2022/08/02 18:09:22 - mmengine - INFO - Epoch(train) [26][1340/1879] lr: 1.0000e-02 eta: 1 day, 10:21:14 time: 0.2769 data_time: 0.0204 memory: 8198 grad_norm: 4.8816 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.9236 loss: 1.9236 2022/08/02 18:09:27 - mmengine - INFO - Epoch(train) [26][1360/1879] lr: 1.0000e-02 eta: 1 day, 10:21:08 time: 0.2880 data_time: 0.0319 memory: 8198 grad_norm: 4.8598 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8943 loss: 1.8943 2022/08/02 18:09:33 - mmengine - INFO - Epoch(train) [26][1380/1879] lr: 1.0000e-02 eta: 1 day, 10:21:02 time: 0.2812 data_time: 0.0238 memory: 8198 grad_norm: 4.8909 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.8972 loss: 1.8972 2022/08/02 18:09:39 - mmengine - INFO - Epoch(train) [26][1400/1879] lr: 1.0000e-02 eta: 1 day, 10:20:56 time: 0.2855 data_time: 0.0262 memory: 8198 grad_norm: 5.0344 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9051 loss: 1.9051 2022/08/02 18:09:44 - mmengine - INFO - Epoch(train) [26][1420/1879] lr: 1.0000e-02 eta: 1 day, 10:20:50 time: 0.2832 data_time: 0.0196 memory: 8198 grad_norm: 4.9583 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8768 loss: 1.8768 2022/08/02 18:09:50 - mmengine - INFO - Epoch(train) [26][1440/1879] lr: 1.0000e-02 eta: 1 day, 10:20:43 time: 0.2802 data_time: 0.0213 memory: 8198 grad_norm: 4.8360 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8984 loss: 1.8984 2022/08/02 18:09:56 - mmengine - INFO - Epoch(train) [26][1460/1879] lr: 1.0000e-02 eta: 1 day, 10:20:38 time: 0.2864 data_time: 0.0226 memory: 8198 grad_norm: 5.0365 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9590 loss: 1.9590 2022/08/02 18:10:02 - mmengine - INFO - Epoch(train) [26][1480/1879] lr: 1.0000e-02 eta: 1 day, 10:20:32 time: 0.2844 data_time: 0.0252 memory: 8198 grad_norm: 4.7402 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9588 loss: 1.9588 2022/08/02 18:10:07 - mmengine - INFO - Epoch(train) [26][1500/1879] lr: 1.0000e-02 eta: 1 day, 10:20:25 time: 0.2827 data_time: 0.0243 memory: 8198 grad_norm: 4.8541 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9364 loss: 1.9364 2022/08/02 18:10:13 - mmengine - INFO - Epoch(train) [26][1520/1879] lr: 1.0000e-02 eta: 1 day, 10:20:18 time: 0.2782 data_time: 0.0199 memory: 8198 grad_norm: 4.8395 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9241 loss: 1.9241 2022/08/02 18:10:18 - mmengine - INFO - Epoch(train) [26][1540/1879] lr: 1.0000e-02 eta: 1 day, 10:20:12 time: 0.2822 data_time: 0.0211 memory: 8198 grad_norm: 4.8600 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0031 loss: 2.0031 2022/08/02 18:10:24 - mmengine - INFO - Epoch(train) [26][1560/1879] lr: 1.0000e-02 eta: 1 day, 10:20:05 time: 0.2796 data_time: 0.0188 memory: 8198 grad_norm: 4.9344 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8065 loss: 1.8065 2022/08/02 18:10:30 - mmengine - INFO - Epoch(train) [26][1580/1879] lr: 1.0000e-02 eta: 1 day, 10:19:59 time: 0.2844 data_time: 0.0268 memory: 8198 grad_norm: 4.9464 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8712 loss: 1.8712 2022/08/02 18:10:35 - mmengine - INFO - Epoch(train) [26][1600/1879] lr: 1.0000e-02 eta: 1 day, 10:19:53 time: 0.2818 data_time: 0.0191 memory: 8198 grad_norm: 4.6943 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9060 loss: 1.9060 2022/08/02 18:10:41 - mmengine - INFO - Epoch(train) [26][1620/1879] lr: 1.0000e-02 eta: 1 day, 10:19:46 time: 0.2827 data_time: 0.0231 memory: 8198 grad_norm: 4.7013 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8193 loss: 1.8193 2022/08/02 18:10:47 - mmengine - INFO - Epoch(train) [26][1640/1879] lr: 1.0000e-02 eta: 1 day, 10:19:41 time: 0.2889 data_time: 0.0264 memory: 8198 grad_norm: 4.9302 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8546 loss: 1.8546 2022/08/02 18:10:52 - mmengine - INFO - Epoch(train) [26][1660/1879] lr: 1.0000e-02 eta: 1 day, 10:19:35 time: 0.2808 data_time: 0.0254 memory: 8198 grad_norm: 4.9137 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9483 loss: 1.9483 2022/08/02 18:10:58 - mmengine - INFO - Epoch(train) [26][1680/1879] lr: 1.0000e-02 eta: 1 day, 10:19:28 time: 0.2794 data_time: 0.0222 memory: 8198 grad_norm: 4.9795 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8264 loss: 1.8264 2022/08/02 18:11:04 - mmengine - INFO - Epoch(train) [26][1700/1879] lr: 1.0000e-02 eta: 1 day, 10:19:22 time: 0.2839 data_time: 0.0236 memory: 8198 grad_norm: 5.0430 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7747 loss: 1.7747 2022/08/02 18:11:09 - mmengine - INFO - Epoch(train) [26][1720/1879] lr: 1.0000e-02 eta: 1 day, 10:19:15 time: 0.2812 data_time: 0.0208 memory: 8198 grad_norm: 4.9319 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9793 loss: 1.9793 2022/08/02 18:11:15 - mmengine - INFO - Epoch(train) [26][1740/1879] lr: 1.0000e-02 eta: 1 day, 10:19:09 time: 0.2813 data_time: 0.0226 memory: 8198 grad_norm: 4.7317 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8110 loss: 1.8110 2022/08/02 18:11:21 - mmengine - INFO - Epoch(train) [26][1760/1879] lr: 1.0000e-02 eta: 1 day, 10:19:03 time: 0.2831 data_time: 0.0244 memory: 8198 grad_norm: 4.9552 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8709 loss: 1.8709 2022/08/02 18:11:26 - mmengine - INFO - Epoch(train) [26][1780/1879] lr: 1.0000e-02 eta: 1 day, 10:18:56 time: 0.2824 data_time: 0.0251 memory: 8198 grad_norm: 4.8885 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.8384 loss: 1.8384 2022/08/02 18:11:32 - mmengine - INFO - Epoch(train) [26][1800/1879] lr: 1.0000e-02 eta: 1 day, 10:18:50 time: 0.2834 data_time: 0.0275 memory: 8198 grad_norm: 4.9583 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9111 loss: 1.9111 2022/08/02 18:11:38 - mmengine - INFO - Epoch(train) [26][1820/1879] lr: 1.0000e-02 eta: 1 day, 10:18:44 time: 0.2814 data_time: 0.0213 memory: 8198 grad_norm: 4.9304 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9214 loss: 1.9214 2022/08/02 18:11:43 - mmengine - INFO - Epoch(train) [26][1840/1879] lr: 1.0000e-02 eta: 1 day, 10:18:37 time: 0.2834 data_time: 0.0258 memory: 8198 grad_norm: 5.0407 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1050 loss: 2.1050 2022/08/02 18:11:49 - mmengine - INFO - Epoch(train) [26][1860/1879] lr: 1.0000e-02 eta: 1 day, 10:18:31 time: 0.2794 data_time: 0.0214 memory: 8198 grad_norm: 5.0142 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8788 loss: 1.8788 2022/08/02 18:11:54 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:11:54 - mmengine - INFO - Epoch(train) [26][1879/1879] lr: 1.0000e-02 eta: 1 day, 10:18:31 time: 0.2608 data_time: 0.0159 memory: 8198 grad_norm: 4.8633 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.8193 loss: 1.8193 2022/08/02 18:12:02 - mmengine - INFO - Epoch(train) [27][20/1879] lr: 1.0000e-02 eta: 1 day, 10:17:51 time: 0.3969 data_time: 0.1077 memory: 8198 grad_norm: 4.8052 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.7755 loss: 1.7755 2022/08/02 18:12:08 - mmengine - INFO - Epoch(train) [27][40/1879] lr: 1.0000e-02 eta: 1 day, 10:17:46 time: 0.2915 data_time: 0.0226 memory: 8198 grad_norm: 4.7212 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7904 loss: 1.7904 2022/08/02 18:12:13 - mmengine - INFO - Epoch(train) [27][60/1879] lr: 1.0000e-02 eta: 1 day, 10:17:41 time: 0.2860 data_time: 0.0244 memory: 8198 grad_norm: 4.8441 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.7795 loss: 1.7795 2022/08/02 18:12:19 - mmengine - INFO - Epoch(train) [27][80/1879] lr: 1.0000e-02 eta: 1 day, 10:17:38 time: 0.3011 data_time: 0.0250 memory: 8198 grad_norm: 4.9537 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.9020 loss: 1.9020 2022/08/02 18:12:25 - mmengine - INFO - Epoch(train) [27][100/1879] lr: 1.0000e-02 eta: 1 day, 10:17:31 time: 0.2808 data_time: 0.0235 memory: 8198 grad_norm: 4.9055 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8581 loss: 1.8581 2022/08/02 18:12:31 - mmengine - INFO - Epoch(train) [27][120/1879] lr: 1.0000e-02 eta: 1 day, 10:17:24 time: 0.2791 data_time: 0.0255 memory: 8198 grad_norm: 4.9657 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7413 loss: 1.7413 2022/08/02 18:12:37 - mmengine - INFO - Epoch(train) [27][140/1879] lr: 1.0000e-02 eta: 1 day, 10:17:21 time: 0.2994 data_time: 0.0231 memory: 8198 grad_norm: 4.8908 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9251 loss: 1.9251 2022/08/02 18:12:38 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:12:42 - mmengine - INFO - Epoch(train) [27][160/1879] lr: 1.0000e-02 eta: 1 day, 10:17:15 time: 0.2837 data_time: 0.0262 memory: 8198 grad_norm: 4.8407 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0197 loss: 2.0197 2022/08/02 18:12:48 - mmengine - INFO - Epoch(train) [27][180/1879] lr: 1.0000e-02 eta: 1 day, 10:17:09 time: 0.2825 data_time: 0.0273 memory: 8198 grad_norm: 4.9463 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8130 loss: 1.8130 2022/08/02 18:12:54 - mmengine - INFO - Epoch(train) [27][200/1879] lr: 1.0000e-02 eta: 1 day, 10:17:02 time: 0.2787 data_time: 0.0231 memory: 8198 grad_norm: 4.9064 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7618 loss: 1.7618 2022/08/02 18:12:59 - mmengine - INFO - Epoch(train) [27][220/1879] lr: 1.0000e-02 eta: 1 day, 10:16:57 time: 0.2938 data_time: 0.0255 memory: 8198 grad_norm: 5.0666 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1410 loss: 2.1410 2022/08/02 18:13:05 - mmengine - INFO - Epoch(train) [27][240/1879] lr: 1.0000e-02 eta: 1 day, 10:16:51 time: 0.2794 data_time: 0.0244 memory: 8198 grad_norm: 4.7720 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 2.0083 loss: 2.0083 2022/08/02 18:13:11 - mmengine - INFO - Epoch(train) [27][260/1879] lr: 1.0000e-02 eta: 1 day, 10:16:45 time: 0.2862 data_time: 0.0277 memory: 8198 grad_norm: 4.7874 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7483 loss: 1.7483 2022/08/02 18:13:17 - mmengine - INFO - Epoch(train) [27][280/1879] lr: 1.0000e-02 eta: 1 day, 10:16:40 time: 0.2904 data_time: 0.0287 memory: 8198 grad_norm: 4.7348 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9223 loss: 1.9223 2022/08/02 18:13:22 - mmengine - INFO - Epoch(train) [27][300/1879] lr: 1.0000e-02 eta: 1 day, 10:16:34 time: 0.2849 data_time: 0.0218 memory: 8198 grad_norm: 4.8966 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8864 loss: 1.8864 2022/08/02 18:13:28 - mmengine - INFO - Epoch(train) [27][320/1879] lr: 1.0000e-02 eta: 1 day, 10:16:28 time: 0.2859 data_time: 0.0301 memory: 8198 grad_norm: 4.8742 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9436 loss: 1.9436 2022/08/02 18:13:34 - mmengine - INFO - Epoch(train) [27][340/1879] lr: 1.0000e-02 eta: 1 day, 10:16:22 time: 0.2798 data_time: 0.0234 memory: 8198 grad_norm: 4.7824 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0544 loss: 2.0544 2022/08/02 18:13:39 - mmengine - INFO - Epoch(train) [27][360/1879] lr: 1.0000e-02 eta: 1 day, 10:16:15 time: 0.2792 data_time: 0.0221 memory: 8198 grad_norm: 5.0008 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7234 loss: 1.7234 2022/08/02 18:13:45 - mmengine - INFO - Epoch(train) [27][380/1879] lr: 1.0000e-02 eta: 1 day, 10:16:08 time: 0.2810 data_time: 0.0242 memory: 8198 grad_norm: 4.8870 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0355 loss: 2.0355 2022/08/02 18:13:50 - mmengine - INFO - Epoch(train) [27][400/1879] lr: 1.0000e-02 eta: 1 day, 10:16:02 time: 0.2811 data_time: 0.0236 memory: 8198 grad_norm: 4.9074 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.8262 loss: 1.8262 2022/08/02 18:13:56 - mmengine - INFO - Epoch(train) [27][420/1879] lr: 1.0000e-02 eta: 1 day, 10:15:56 time: 0.2871 data_time: 0.0258 memory: 8198 grad_norm: 4.9774 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9642 loss: 1.9642 2022/08/02 18:14:02 - mmengine - INFO - Epoch(train) [27][440/1879] lr: 1.0000e-02 eta: 1 day, 10:15:50 time: 0.2838 data_time: 0.0260 memory: 8198 grad_norm: 4.9708 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7151 loss: 1.7151 2022/08/02 18:14:08 - mmengine - INFO - Epoch(train) [27][460/1879] lr: 1.0000e-02 eta: 1 day, 10:15:44 time: 0.2842 data_time: 0.0279 memory: 8198 grad_norm: 4.8425 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9754 loss: 1.9754 2022/08/02 18:14:13 - mmengine - INFO - Epoch(train) [27][480/1879] lr: 1.0000e-02 eta: 1 day, 10:15:40 time: 0.2926 data_time: 0.0161 memory: 8198 grad_norm: 4.9926 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8957 loss: 1.8957 2022/08/02 18:14:19 - mmengine - INFO - Epoch(train) [27][500/1879] lr: 1.0000e-02 eta: 1 day, 10:15:33 time: 0.2807 data_time: 0.0267 memory: 8198 grad_norm: 4.9546 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1137 loss: 2.1137 2022/08/02 18:14:25 - mmengine - INFO - Epoch(train) [27][520/1879] lr: 1.0000e-02 eta: 1 day, 10:15:28 time: 0.2859 data_time: 0.0246 memory: 8198 grad_norm: 4.9097 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.8675 loss: 1.8675 2022/08/02 18:14:30 - mmengine - INFO - Epoch(train) [27][540/1879] lr: 1.0000e-02 eta: 1 day, 10:15:21 time: 0.2814 data_time: 0.0192 memory: 8198 grad_norm: 4.7518 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7851 loss: 1.7851 2022/08/02 18:14:36 - mmengine - INFO - Epoch(train) [27][560/1879] lr: 1.0000e-02 eta: 1 day, 10:15:16 time: 0.2888 data_time: 0.0257 memory: 8198 grad_norm: 5.0951 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7801 loss: 1.7801 2022/08/02 18:14:42 - mmengine - INFO - Epoch(train) [27][580/1879] lr: 1.0000e-02 eta: 1 day, 10:15:10 time: 0.2829 data_time: 0.0204 memory: 8198 grad_norm: 4.8358 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0016 loss: 2.0016 2022/08/02 18:14:48 - mmengine - INFO - Epoch(train) [27][600/1879] lr: 1.0000e-02 eta: 1 day, 10:15:05 time: 0.2905 data_time: 0.0199 memory: 8198 grad_norm: 5.0377 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9444 loss: 1.9444 2022/08/02 18:14:53 - mmengine - INFO - Epoch(train) [27][620/1879] lr: 1.0000e-02 eta: 1 day, 10:14:58 time: 0.2781 data_time: 0.0218 memory: 8198 grad_norm: 4.9279 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0270 loss: 2.0270 2022/08/02 18:14:59 - mmengine - INFO - Epoch(train) [27][640/1879] lr: 1.0000e-02 eta: 1 day, 10:14:52 time: 0.2836 data_time: 0.0219 memory: 8198 grad_norm: 5.1547 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0629 loss: 2.0629 2022/08/02 18:15:05 - mmengine - INFO - Epoch(train) [27][660/1879] lr: 1.0000e-02 eta: 1 day, 10:14:46 time: 0.2850 data_time: 0.0237 memory: 8198 grad_norm: 4.9316 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8589 loss: 1.8589 2022/08/02 18:15:10 - mmengine - INFO - Epoch(train) [27][680/1879] lr: 1.0000e-02 eta: 1 day, 10:14:40 time: 0.2821 data_time: 0.0253 memory: 8198 grad_norm: 4.9987 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9141 loss: 1.9141 2022/08/02 18:15:16 - mmengine - INFO - Epoch(train) [27][700/1879] lr: 1.0000e-02 eta: 1 day, 10:14:33 time: 0.2818 data_time: 0.0229 memory: 8198 grad_norm: 5.0107 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0289 loss: 2.0289 2022/08/02 18:15:22 - mmengine - INFO - Epoch(train) [27][720/1879] lr: 1.0000e-02 eta: 1 day, 10:14:27 time: 0.2812 data_time: 0.0269 memory: 8198 grad_norm: 4.8027 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9520 loss: 1.9520 2022/08/02 18:15:27 - mmengine - INFO - Epoch(train) [27][740/1879] lr: 1.0000e-02 eta: 1 day, 10:14:20 time: 0.2783 data_time: 0.0206 memory: 8198 grad_norm: 4.9793 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7652 loss: 1.7652 2022/08/02 18:15:33 - mmengine - INFO - Epoch(train) [27][760/1879] lr: 1.0000e-02 eta: 1 day, 10:14:14 time: 0.2885 data_time: 0.0236 memory: 8198 grad_norm: 5.0455 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0130 loss: 2.0130 2022/08/02 18:15:39 - mmengine - INFO - Epoch(train) [27][780/1879] lr: 1.0000e-02 eta: 1 day, 10:14:09 time: 0.2899 data_time: 0.0274 memory: 8198 grad_norm: 4.9591 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8469 loss: 1.8469 2022/08/02 18:15:44 - mmengine - INFO - Epoch(train) [27][800/1879] lr: 1.0000e-02 eta: 1 day, 10:14:03 time: 0.2802 data_time: 0.0263 memory: 8198 grad_norm: 4.9062 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8520 loss: 1.8520 2022/08/02 18:15:50 - mmengine - INFO - Epoch(train) [27][820/1879] lr: 1.0000e-02 eta: 1 day, 10:13:57 time: 0.2878 data_time: 0.0258 memory: 8198 grad_norm: 5.0218 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8880 loss: 1.8880 2022/08/02 18:15:56 - mmengine - INFO - Epoch(train) [27][840/1879] lr: 1.0000e-02 eta: 1 day, 10:13:51 time: 0.2824 data_time: 0.0214 memory: 8198 grad_norm: 5.0816 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.8338 loss: 1.8338 2022/08/02 18:16:01 - mmengine - INFO - Epoch(train) [27][860/1879] lr: 1.0000e-02 eta: 1 day, 10:13:45 time: 0.2825 data_time: 0.0240 memory: 8198 grad_norm: 4.9103 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5852 loss: 1.5852 2022/08/02 18:16:07 - mmengine - INFO - Epoch(train) [27][880/1879] lr: 1.0000e-02 eta: 1 day, 10:13:39 time: 0.2865 data_time: 0.0222 memory: 8198 grad_norm: 4.9253 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8707 loss: 1.8707 2022/08/02 18:16:13 - mmengine - INFO - Epoch(train) [27][900/1879] lr: 1.0000e-02 eta: 1 day, 10:13:33 time: 0.2826 data_time: 0.0270 memory: 8198 grad_norm: 4.9130 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9352 loss: 1.9352 2022/08/02 18:16:18 - mmengine - INFO - Epoch(train) [27][920/1879] lr: 1.0000e-02 eta: 1 day, 10:13:26 time: 0.2798 data_time: 0.0238 memory: 8198 grad_norm: 5.0477 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.0739 loss: 2.0739 2022/08/02 18:16:24 - mmengine - INFO - Epoch(train) [27][940/1879] lr: 1.0000e-02 eta: 1 day, 10:13:20 time: 0.2796 data_time: 0.0237 memory: 8198 grad_norm: 4.9249 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9735 loss: 1.9735 2022/08/02 18:16:30 - mmengine - INFO - Epoch(train) [27][960/1879] lr: 1.0000e-02 eta: 1 day, 10:13:14 time: 0.2848 data_time: 0.0215 memory: 8198 grad_norm: 5.0119 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9813 loss: 1.9813 2022/08/02 18:16:35 - mmengine - INFO - Epoch(train) [27][980/1879] lr: 1.0000e-02 eta: 1 day, 10:13:08 time: 0.2837 data_time: 0.0236 memory: 8198 grad_norm: 4.8406 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8726 loss: 1.8726 2022/08/02 18:16:41 - mmengine - INFO - Epoch(train) [27][1000/1879] lr: 1.0000e-02 eta: 1 day, 10:13:00 time: 0.2773 data_time: 0.0213 memory: 8198 grad_norm: 4.9122 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8840 loss: 1.8840 2022/08/02 18:16:47 - mmengine - INFO - Epoch(train) [27][1020/1879] lr: 1.0000e-02 eta: 1 day, 10:12:56 time: 0.2913 data_time: 0.0232 memory: 8198 grad_norm: 4.9426 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8466 loss: 1.8466 2022/08/02 18:16:52 - mmengine - INFO - Epoch(train) [27][1040/1879] lr: 1.0000e-02 eta: 1 day, 10:12:49 time: 0.2787 data_time: 0.0211 memory: 8198 grad_norm: 4.9432 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8202 loss: 1.8202 2022/08/02 18:16:58 - mmengine - INFO - Epoch(train) [27][1060/1879] lr: 1.0000e-02 eta: 1 day, 10:12:43 time: 0.2831 data_time: 0.0276 memory: 8198 grad_norm: 4.9193 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0030 loss: 2.0030 2022/08/02 18:17:04 - mmengine - INFO - Epoch(train) [27][1080/1879] lr: 1.0000e-02 eta: 1 day, 10:12:36 time: 0.2829 data_time: 0.0191 memory: 8198 grad_norm: 4.7723 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8621 loss: 1.8621 2022/08/02 18:17:09 - mmengine - INFO - Epoch(train) [27][1100/1879] lr: 1.0000e-02 eta: 1 day, 10:12:31 time: 0.2849 data_time: 0.0237 memory: 8198 grad_norm: 4.8952 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8898 loss: 1.8898 2022/08/02 18:17:15 - mmengine - INFO - Epoch(train) [27][1120/1879] lr: 1.0000e-02 eta: 1 day, 10:12:24 time: 0.2836 data_time: 0.0229 memory: 8198 grad_norm: 4.7639 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7310 loss: 1.7310 2022/08/02 18:17:21 - mmengine - INFO - Epoch(train) [27][1140/1879] lr: 1.0000e-02 eta: 1 day, 10:12:18 time: 0.2840 data_time: 0.0231 memory: 8198 grad_norm: 4.8258 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9367 loss: 1.9367 2022/08/02 18:17:22 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:17:26 - mmengine - INFO - Epoch(train) [27][1160/1879] lr: 1.0000e-02 eta: 1 day, 10:12:12 time: 0.2825 data_time: 0.0237 memory: 8198 grad_norm: 4.9024 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8628 loss: 1.8628 2022/08/02 18:17:32 - mmengine - INFO - Epoch(train) [27][1180/1879] lr: 1.0000e-02 eta: 1 day, 10:12:06 time: 0.2800 data_time: 0.0227 memory: 8198 grad_norm: 4.8836 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9598 loss: 1.9598 2022/08/02 18:17:38 - mmengine - INFO - Epoch(train) [27][1200/1879] lr: 1.0000e-02 eta: 1 day, 10:12:00 time: 0.2852 data_time: 0.0273 memory: 8198 grad_norm: 4.9210 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.2008 loss: 2.2008 2022/08/02 18:17:43 - mmengine - INFO - Epoch(train) [27][1220/1879] lr: 1.0000e-02 eta: 1 day, 10:11:53 time: 0.2825 data_time: 0.0211 memory: 8198 grad_norm: 4.8656 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9219 loss: 1.9219 2022/08/02 18:17:49 - mmengine - INFO - Epoch(train) [27][1240/1879] lr: 1.0000e-02 eta: 1 day, 10:11:49 time: 0.2904 data_time: 0.0211 memory: 8198 grad_norm: 4.9057 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.9789 loss: 1.9789 2022/08/02 18:17:55 - mmengine - INFO - Epoch(train) [27][1260/1879] lr: 1.0000e-02 eta: 1 day, 10:11:42 time: 0.2827 data_time: 0.0238 memory: 8198 grad_norm: 4.8028 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9837 loss: 1.9837 2022/08/02 18:18:00 - mmengine - INFO - Epoch(train) [27][1280/1879] lr: 1.0000e-02 eta: 1 day, 10:11:36 time: 0.2799 data_time: 0.0245 memory: 8198 grad_norm: 4.9014 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7537 loss: 1.7537 2022/08/02 18:18:06 - mmengine - INFO - Epoch(train) [27][1300/1879] lr: 1.0000e-02 eta: 1 day, 10:11:29 time: 0.2821 data_time: 0.0213 memory: 8198 grad_norm: 4.9420 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 2.0559 loss: 2.0559 2022/08/02 18:18:12 - mmengine - INFO - Epoch(train) [27][1320/1879] lr: 1.0000e-02 eta: 1 day, 10:11:26 time: 0.3008 data_time: 0.0476 memory: 8198 grad_norm: 4.9333 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8905 loss: 1.8905 2022/08/02 18:18:18 - mmengine - INFO - Epoch(train) [27][1340/1879] lr: 1.0000e-02 eta: 1 day, 10:11:20 time: 0.2805 data_time: 0.0157 memory: 8198 grad_norm: 5.0215 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9871 loss: 1.9871 2022/08/02 18:18:23 - mmengine - INFO - Epoch(train) [27][1360/1879] lr: 1.0000e-02 eta: 1 day, 10:11:14 time: 0.2838 data_time: 0.0237 memory: 8198 grad_norm: 4.8097 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.6124 loss: 1.6124 2022/08/02 18:18:29 - mmengine - INFO - Epoch(train) [27][1380/1879] lr: 1.0000e-02 eta: 1 day, 10:11:08 time: 0.2890 data_time: 0.0176 memory: 8198 grad_norm: 4.9068 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 2.0060 loss: 2.0060 2022/08/02 18:18:35 - mmengine - INFO - Epoch(train) [27][1400/1879] lr: 1.0000e-02 eta: 1 day, 10:11:02 time: 0.2811 data_time: 0.0197 memory: 8198 grad_norm: 4.9041 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8460 loss: 1.8460 2022/08/02 18:18:40 - mmengine - INFO - Epoch(train) [27][1420/1879] lr: 1.0000e-02 eta: 1 day, 10:10:56 time: 0.2857 data_time: 0.0224 memory: 8198 grad_norm: 4.8605 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9258 loss: 1.9258 2022/08/02 18:18:46 - mmengine - INFO - Epoch(train) [27][1440/1879] lr: 1.0000e-02 eta: 1 day, 10:10:49 time: 0.2785 data_time: 0.0206 memory: 8198 grad_norm: 4.8794 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0128 loss: 2.0128 2022/08/02 18:18:52 - mmengine - INFO - Epoch(train) [27][1460/1879] lr: 1.0000e-02 eta: 1 day, 10:10:43 time: 0.2809 data_time: 0.0233 memory: 8198 grad_norm: 4.9359 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.9489 loss: 1.9489 2022/08/02 18:18:57 - mmengine - INFO - Epoch(train) [27][1480/1879] lr: 1.0000e-02 eta: 1 day, 10:10:37 time: 0.2876 data_time: 0.0232 memory: 8198 grad_norm: 4.8521 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.8879 loss: 1.8879 2022/08/02 18:19:03 - mmengine - INFO - Epoch(train) [27][1500/1879] lr: 1.0000e-02 eta: 1 day, 10:10:31 time: 0.2829 data_time: 0.0224 memory: 8198 grad_norm: 4.8513 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6693 loss: 1.6693 2022/08/02 18:19:09 - mmengine - INFO - Epoch(train) [27][1520/1879] lr: 1.0000e-02 eta: 1 day, 10:10:25 time: 0.2818 data_time: 0.0246 memory: 8198 grad_norm: 4.9712 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9822 loss: 1.9822 2022/08/02 18:19:14 - mmengine - INFO - Epoch(train) [27][1540/1879] lr: 1.0000e-02 eta: 1 day, 10:10:19 time: 0.2872 data_time: 0.0262 memory: 8198 grad_norm: 5.0029 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0584 loss: 2.0584 2022/08/02 18:19:20 - mmengine - INFO - Epoch(train) [27][1560/1879] lr: 1.0000e-02 eta: 1 day, 10:10:13 time: 0.2847 data_time: 0.0215 memory: 8198 grad_norm: 4.8402 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.8135 loss: 1.8135 2022/08/02 18:19:26 - mmengine - INFO - Epoch(train) [27][1580/1879] lr: 1.0000e-02 eta: 1 day, 10:10:07 time: 0.2843 data_time: 0.0199 memory: 8198 grad_norm: 4.8846 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.8301 loss: 1.8301 2022/08/02 18:19:32 - mmengine - INFO - Epoch(train) [27][1600/1879] lr: 1.0000e-02 eta: 1 day, 10:10:02 time: 0.2852 data_time: 0.0225 memory: 8198 grad_norm: 4.9562 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9045 loss: 1.9045 2022/08/02 18:19:38 - mmengine - INFO - Epoch(train) [27][1620/1879] lr: 1.0000e-02 eta: 1 day, 10:09:59 time: 0.3014 data_time: 0.0405 memory: 8198 grad_norm: 4.8072 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0567 loss: 2.0567 2022/08/02 18:19:43 - mmengine - INFO - Epoch(train) [27][1640/1879] lr: 1.0000e-02 eta: 1 day, 10:09:51 time: 0.2742 data_time: 0.0189 memory: 8198 grad_norm: 4.9826 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.1970 loss: 2.1970 2022/08/02 18:19:49 - mmengine - INFO - Epoch(train) [27][1660/1879] lr: 1.0000e-02 eta: 1 day, 10:09:45 time: 0.2813 data_time: 0.0262 memory: 8198 grad_norm: 4.9084 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0848 loss: 2.0848 2022/08/02 18:19:54 - mmengine - INFO - Epoch(train) [27][1680/1879] lr: 1.0000e-02 eta: 1 day, 10:09:38 time: 0.2791 data_time: 0.0212 memory: 8198 grad_norm: 4.9022 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0343 loss: 2.0343 2022/08/02 18:20:00 - mmengine - INFO - Epoch(train) [27][1700/1879] lr: 1.0000e-02 eta: 1 day, 10:09:32 time: 0.2836 data_time: 0.0277 memory: 8198 grad_norm: 4.9059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8114 loss: 1.8114 2022/08/02 18:20:06 - mmengine - INFO - Epoch(train) [27][1720/1879] lr: 1.0000e-02 eta: 1 day, 10:09:25 time: 0.2807 data_time: 0.0254 memory: 8198 grad_norm: 4.9176 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9352 loss: 1.9352 2022/08/02 18:20:11 - mmengine - INFO - Epoch(train) [27][1740/1879] lr: 1.0000e-02 eta: 1 day, 10:09:19 time: 0.2854 data_time: 0.0273 memory: 8198 grad_norm: 4.9672 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9902 loss: 1.9902 2022/08/02 18:20:17 - mmengine - INFO - Epoch(train) [27][1760/1879] lr: 1.0000e-02 eta: 1 day, 10:09:13 time: 0.2848 data_time: 0.0262 memory: 8198 grad_norm: 4.8732 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.0807 loss: 2.0807 2022/08/02 18:20:23 - mmengine - INFO - Epoch(train) [27][1780/1879] lr: 1.0000e-02 eta: 1 day, 10:09:07 time: 0.2826 data_time: 0.0203 memory: 8198 grad_norm: 4.8422 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8766 loss: 1.8766 2022/08/02 18:20:28 - mmengine - INFO - Epoch(train) [27][1800/1879] lr: 1.0000e-02 eta: 1 day, 10:09:00 time: 0.2777 data_time: 0.0181 memory: 8198 grad_norm: 4.7750 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9071 loss: 1.9071 2022/08/02 18:20:34 - mmengine - INFO - Epoch(train) [27][1820/1879] lr: 1.0000e-02 eta: 1 day, 10:08:54 time: 0.2817 data_time: 0.0214 memory: 8198 grad_norm: 4.9541 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8721 loss: 1.8721 2022/08/02 18:20:40 - mmengine - INFO - Epoch(train) [27][1840/1879] lr: 1.0000e-02 eta: 1 day, 10:08:49 time: 0.2932 data_time: 0.0236 memory: 8198 grad_norm: 4.8454 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7359 loss: 1.7359 2022/08/02 18:20:45 - mmengine - INFO - Epoch(train) [27][1860/1879] lr: 1.0000e-02 eta: 1 day, 10:08:43 time: 0.2807 data_time: 0.0249 memory: 8198 grad_norm: 5.0389 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.2170 loss: 2.2170 2022/08/02 18:20:50 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:20:50 - mmengine - INFO - Epoch(train) [27][1879/1879] lr: 1.0000e-02 eta: 1 day, 10:08:43 time: 0.2544 data_time: 0.0141 memory: 8198 grad_norm: 4.9369 top1_acc: 0.4286 top5_acc: 0.5714 loss_cls: 1.9482 loss: 1.9482 2022/08/02 18:20:58 - mmengine - INFO - Epoch(train) [28][20/1879] lr: 1.0000e-02 eta: 1 day, 10:08:05 time: 0.4004 data_time: 0.1139 memory: 8198 grad_norm: 4.8868 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0654 loss: 2.0654 2022/08/02 18:21:04 - mmengine - INFO - Epoch(train) [28][40/1879] lr: 1.0000e-02 eta: 1 day, 10:07:59 time: 0.2816 data_time: 0.0220 memory: 8198 grad_norm: 4.9034 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9515 loss: 1.9515 2022/08/02 18:21:10 - mmengine - INFO - Epoch(train) [28][60/1879] lr: 1.0000e-02 eta: 1 day, 10:07:54 time: 0.2920 data_time: 0.0230 memory: 8198 grad_norm: 4.8451 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5877 loss: 1.5877 2022/08/02 18:21:15 - mmengine - INFO - Epoch(train) [28][80/1879] lr: 1.0000e-02 eta: 1 day, 10:07:48 time: 0.2843 data_time: 0.0203 memory: 8198 grad_norm: 4.9261 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8247 loss: 1.8247 2022/08/02 18:21:21 - mmengine - INFO - Epoch(train) [28][100/1879] lr: 1.0000e-02 eta: 1 day, 10:07:42 time: 0.2830 data_time: 0.0226 memory: 8198 grad_norm: 4.8143 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8983 loss: 1.8983 2022/08/02 18:21:27 - mmengine - INFO - Epoch(train) [28][120/1879] lr: 1.0000e-02 eta: 1 day, 10:07:36 time: 0.2862 data_time: 0.0282 memory: 8198 grad_norm: 4.8260 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7353 loss: 1.7353 2022/08/02 18:21:33 - mmengine - INFO - Epoch(train) [28][140/1879] lr: 1.0000e-02 eta: 1 day, 10:07:30 time: 0.2841 data_time: 0.0231 memory: 8198 grad_norm: 4.8754 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9248 loss: 1.9248 2022/08/02 18:21:38 - mmengine - INFO - Epoch(train) [28][160/1879] lr: 1.0000e-02 eta: 1 day, 10:07:24 time: 0.2823 data_time: 0.0264 memory: 8198 grad_norm: 4.9136 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8631 loss: 1.8631 2022/08/02 18:21:44 - mmengine - INFO - Epoch(train) [28][180/1879] lr: 1.0000e-02 eta: 1 day, 10:07:18 time: 0.2828 data_time: 0.0273 memory: 8198 grad_norm: 4.9863 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7949 loss: 1.7949 2022/08/02 18:21:50 - mmengine - INFO - Epoch(train) [28][200/1879] lr: 1.0000e-02 eta: 1 day, 10:07:12 time: 0.2847 data_time: 0.0251 memory: 8198 grad_norm: 4.9223 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0508 loss: 2.0508 2022/08/02 18:21:55 - mmengine - INFO - Epoch(train) [28][220/1879] lr: 1.0000e-02 eta: 1 day, 10:07:06 time: 0.2830 data_time: 0.0261 memory: 8198 grad_norm: 4.9104 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7798 loss: 1.7798 2022/08/02 18:22:01 - mmengine - INFO - Epoch(train) [28][240/1879] lr: 1.0000e-02 eta: 1 day, 10:06:59 time: 0.2808 data_time: 0.0189 memory: 8198 grad_norm: 4.7850 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8945 loss: 1.8945 2022/08/02 18:22:06 - mmengine - INFO - Epoch(train) [28][260/1879] lr: 1.0000e-02 eta: 1 day, 10:06:53 time: 0.2796 data_time: 0.0227 memory: 8198 grad_norm: 4.9223 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.9462 loss: 1.9462 2022/08/02 18:22:08 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:22:13 - mmengine - INFO - Epoch(train) [28][280/1879] lr: 1.0000e-02 eta: 1 day, 10:06:50 time: 0.3044 data_time: 0.0226 memory: 8198 grad_norm: 4.8782 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7875 loss: 1.7875 2022/08/02 18:22:18 - mmengine - INFO - Epoch(train) [28][300/1879] lr: 1.0000e-02 eta: 1 day, 10:06:44 time: 0.2820 data_time: 0.0227 memory: 8198 grad_norm: 4.8989 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.6920 loss: 1.6920 2022/08/02 18:22:24 - mmengine - INFO - Epoch(train) [28][320/1879] lr: 1.0000e-02 eta: 1 day, 10:06:38 time: 0.2856 data_time: 0.0228 memory: 8198 grad_norm: 5.0888 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7387 loss: 1.7387 2022/08/02 18:22:30 - mmengine - INFO - Epoch(train) [28][340/1879] lr: 1.0000e-02 eta: 1 day, 10:06:33 time: 0.2917 data_time: 0.0240 memory: 8198 grad_norm: 4.9613 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.0611 loss: 2.0611 2022/08/02 18:22:36 - mmengine - INFO - Epoch(train) [28][360/1879] lr: 1.0000e-02 eta: 1 day, 10:06:28 time: 0.2874 data_time: 0.0239 memory: 8198 grad_norm: 4.7590 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6632 loss: 1.6632 2022/08/02 18:22:41 - mmengine - INFO - Epoch(train) [28][380/1879] lr: 1.0000e-02 eta: 1 day, 10:06:22 time: 0.2812 data_time: 0.0256 memory: 8198 grad_norm: 4.9068 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1595 loss: 2.1595 2022/08/02 18:22:47 - mmengine - INFO - Epoch(train) [28][400/1879] lr: 1.0000e-02 eta: 1 day, 10:06:15 time: 0.2793 data_time: 0.0265 memory: 8198 grad_norm: 4.9056 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0306 loss: 2.0306 2022/08/02 18:22:52 - mmengine - INFO - Epoch(train) [28][420/1879] lr: 1.0000e-02 eta: 1 day, 10:06:08 time: 0.2802 data_time: 0.0249 memory: 8198 grad_norm: 4.8825 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9997 loss: 1.9997 2022/08/02 18:22:58 - mmengine - INFO - Epoch(train) [28][440/1879] lr: 1.0000e-02 eta: 1 day, 10:06:02 time: 0.2846 data_time: 0.0228 memory: 8198 grad_norm: 5.0122 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.0752 loss: 2.0752 2022/08/02 18:23:04 - mmengine - INFO - Epoch(train) [28][460/1879] lr: 1.0000e-02 eta: 1 day, 10:05:56 time: 0.2798 data_time: 0.0266 memory: 8198 grad_norm: 4.9730 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8584 loss: 1.8584 2022/08/02 18:23:09 - mmengine - INFO - Epoch(train) [28][480/1879] lr: 1.0000e-02 eta: 1 day, 10:05:49 time: 0.2812 data_time: 0.0259 memory: 8198 grad_norm: 4.8600 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9130 loss: 1.9130 2022/08/02 18:23:15 - mmengine - INFO - Epoch(train) [28][500/1879] lr: 1.0000e-02 eta: 1 day, 10:05:43 time: 0.2836 data_time: 0.0232 memory: 8198 grad_norm: 4.9773 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6447 loss: 1.6447 2022/08/02 18:23:21 - mmengine - INFO - Epoch(train) [28][520/1879] lr: 1.0000e-02 eta: 1 day, 10:05:40 time: 0.3038 data_time: 0.0215 memory: 8198 grad_norm: 4.9359 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7561 loss: 1.7561 2022/08/02 18:23:27 - mmengine - INFO - Epoch(train) [28][540/1879] lr: 1.0000e-02 eta: 1 day, 10:05:36 time: 0.2914 data_time: 0.0368 memory: 8198 grad_norm: 5.0339 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.9791 loss: 1.9791 2022/08/02 18:23:32 - mmengine - INFO - Epoch(train) [28][560/1879] lr: 1.0000e-02 eta: 1 day, 10:05:29 time: 0.2788 data_time: 0.0251 memory: 8198 grad_norm: 4.9748 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9856 loss: 1.9856 2022/08/02 18:23:38 - mmengine - INFO - Epoch(train) [28][580/1879] lr: 1.0000e-02 eta: 1 day, 10:05:22 time: 0.2805 data_time: 0.0225 memory: 8198 grad_norm: 4.9152 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7279 loss: 1.7279 2022/08/02 18:23:44 - mmengine - INFO - Epoch(train) [28][600/1879] lr: 1.0000e-02 eta: 1 day, 10:05:16 time: 0.2804 data_time: 0.0265 memory: 8198 grad_norm: 4.9217 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8398 loss: 1.8398 2022/08/02 18:23:49 - mmengine - INFO - Epoch(train) [28][620/1879] lr: 1.0000e-02 eta: 1 day, 10:05:10 time: 0.2844 data_time: 0.0219 memory: 8198 grad_norm: 4.8614 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9515 loss: 1.9515 2022/08/02 18:23:55 - mmengine - INFO - Epoch(train) [28][640/1879] lr: 1.0000e-02 eta: 1 day, 10:05:04 time: 0.2826 data_time: 0.0219 memory: 8198 grad_norm: 4.7548 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9533 loss: 1.9533 2022/08/02 18:24:01 - mmengine - INFO - Epoch(train) [28][660/1879] lr: 1.0000e-02 eta: 1 day, 10:05:00 time: 0.2986 data_time: 0.0409 memory: 8198 grad_norm: 4.9545 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8975 loss: 1.8975 2022/08/02 18:24:07 - mmengine - INFO - Epoch(train) [28][680/1879] lr: 1.0000e-02 eta: 1 day, 10:04:53 time: 0.2772 data_time: 0.0234 memory: 8198 grad_norm: 4.8517 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.1477 loss: 2.1477 2022/08/02 18:24:12 - mmengine - INFO - Epoch(train) [28][700/1879] lr: 1.0000e-02 eta: 1 day, 10:04:46 time: 0.2807 data_time: 0.0269 memory: 8198 grad_norm: 4.8294 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8284 loss: 1.8284 2022/08/02 18:24:18 - mmengine - INFO - Epoch(train) [28][720/1879] lr: 1.0000e-02 eta: 1 day, 10:04:41 time: 0.2853 data_time: 0.0301 memory: 8198 grad_norm: 4.8771 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.6302 loss: 1.6302 2022/08/02 18:24:24 - mmengine - INFO - Epoch(train) [28][740/1879] lr: 1.0000e-02 eta: 1 day, 10:04:35 time: 0.2838 data_time: 0.0262 memory: 8198 grad_norm: 5.0031 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8974 loss: 1.8974 2022/08/02 18:24:29 - mmengine - INFO - Epoch(train) [28][760/1879] lr: 1.0000e-02 eta: 1 day, 10:04:29 time: 0.2835 data_time: 0.0228 memory: 8198 grad_norm: 4.9412 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9417 loss: 1.9417 2022/08/02 18:24:35 - mmengine - INFO - Epoch(train) [28][780/1879] lr: 1.0000e-02 eta: 1 day, 10:04:22 time: 0.2815 data_time: 0.0239 memory: 8198 grad_norm: 4.7944 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9784 loss: 1.9784 2022/08/02 18:24:41 - mmengine - INFO - Epoch(train) [28][800/1879] lr: 1.0000e-02 eta: 1 day, 10:04:17 time: 0.2866 data_time: 0.0220 memory: 8198 grad_norm: 4.9512 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.8430 loss: 1.8430 2022/08/02 18:24:46 - mmengine - INFO - Epoch(train) [28][820/1879] lr: 1.0000e-02 eta: 1 day, 10:04:11 time: 0.2835 data_time: 0.0291 memory: 8198 grad_norm: 4.9757 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0583 loss: 2.0583 2022/08/02 18:24:52 - mmengine - INFO - Epoch(train) [28][840/1879] lr: 1.0000e-02 eta: 1 day, 10:04:05 time: 0.2837 data_time: 0.0213 memory: 8198 grad_norm: 4.9167 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7885 loss: 1.7885 2022/08/02 18:24:58 - mmengine - INFO - Epoch(train) [28][860/1879] lr: 1.0000e-02 eta: 1 day, 10:04:00 time: 0.2900 data_time: 0.0221 memory: 8198 grad_norm: 4.8526 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8193 loss: 1.8193 2022/08/02 18:25:03 - mmengine - INFO - Epoch(train) [28][880/1879] lr: 1.0000e-02 eta: 1 day, 10:03:53 time: 0.2804 data_time: 0.0255 memory: 8198 grad_norm: 4.7527 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.9140 loss: 1.9140 2022/08/02 18:25:09 - mmengine - INFO - Epoch(train) [28][900/1879] lr: 1.0000e-02 eta: 1 day, 10:03:48 time: 0.2886 data_time: 0.0233 memory: 8198 grad_norm: 4.8348 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0137 loss: 2.0137 2022/08/02 18:25:15 - mmengine - INFO - Epoch(train) [28][920/1879] lr: 1.0000e-02 eta: 1 day, 10:03:42 time: 0.2835 data_time: 0.0262 memory: 8198 grad_norm: 4.9951 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0096 loss: 2.0096 2022/08/02 18:25:21 - mmengine - INFO - Epoch(train) [28][940/1879] lr: 1.0000e-02 eta: 1 day, 10:03:36 time: 0.2846 data_time: 0.0226 memory: 8198 grad_norm: 5.0128 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9401 loss: 1.9401 2022/08/02 18:25:26 - mmengine - INFO - Epoch(train) [28][960/1879] lr: 1.0000e-02 eta: 1 day, 10:03:30 time: 0.2823 data_time: 0.0207 memory: 8198 grad_norm: 4.9262 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1106 loss: 2.1106 2022/08/02 18:25:32 - mmengine - INFO - Epoch(train) [28][980/1879] lr: 1.0000e-02 eta: 1 day, 10:03:23 time: 0.2831 data_time: 0.0244 memory: 8198 grad_norm: 4.9492 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7807 loss: 1.7807 2022/08/02 18:25:38 - mmengine - INFO - Epoch(train) [28][1000/1879] lr: 1.0000e-02 eta: 1 day, 10:03:19 time: 0.2954 data_time: 0.0212 memory: 8198 grad_norm: 4.9993 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7571 loss: 1.7571 2022/08/02 18:25:43 - mmengine - INFO - Epoch(train) [28][1020/1879] lr: 1.0000e-02 eta: 1 day, 10:03:13 time: 0.2826 data_time: 0.0280 memory: 8198 grad_norm: 4.8752 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0758 loss: 2.0758 2022/08/02 18:25:49 - mmengine - INFO - Epoch(train) [28][1040/1879] lr: 1.0000e-02 eta: 1 day, 10:03:07 time: 0.2799 data_time: 0.0247 memory: 8198 grad_norm: 4.8763 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0417 loss: 2.0417 2022/08/02 18:25:55 - mmengine - INFO - Epoch(train) [28][1060/1879] lr: 1.0000e-02 eta: 1 day, 10:03:01 time: 0.2852 data_time: 0.0254 memory: 8198 grad_norm: 4.8601 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7736 loss: 1.7736 2022/08/02 18:26:00 - mmengine - INFO - Epoch(train) [28][1080/1879] lr: 1.0000e-02 eta: 1 day, 10:02:55 time: 0.2836 data_time: 0.0239 memory: 8198 grad_norm: 4.9295 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9372 loss: 1.9372 2022/08/02 18:26:06 - mmengine - INFO - Epoch(train) [28][1100/1879] lr: 1.0000e-02 eta: 1 day, 10:02:49 time: 0.2855 data_time: 0.0252 memory: 8198 grad_norm: 4.9234 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6994 loss: 1.6994 2022/08/02 18:26:12 - mmengine - INFO - Epoch(train) [28][1120/1879] lr: 1.0000e-02 eta: 1 day, 10:02:43 time: 0.2822 data_time: 0.0248 memory: 8198 grad_norm: 4.8759 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8944 loss: 1.8944 2022/08/02 18:26:17 - mmengine - INFO - Epoch(train) [28][1140/1879] lr: 1.0000e-02 eta: 1 day, 10:02:36 time: 0.2821 data_time: 0.0217 memory: 8198 grad_norm: 4.8716 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8819 loss: 1.8819 2022/08/02 18:26:23 - mmengine - INFO - Epoch(train) [28][1160/1879] lr: 1.0000e-02 eta: 1 day, 10:02:31 time: 0.2861 data_time: 0.0210 memory: 8198 grad_norm: 4.8785 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.9809 loss: 1.9809 2022/08/02 18:26:29 - mmengine - INFO - Epoch(train) [28][1180/1879] lr: 1.0000e-02 eta: 1 day, 10:02:25 time: 0.2834 data_time: 0.0229 memory: 8198 grad_norm: 4.9118 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7576 loss: 1.7576 2022/08/02 18:26:34 - mmengine - INFO - Epoch(train) [28][1200/1879] lr: 1.0000e-02 eta: 1 day, 10:02:18 time: 0.2792 data_time: 0.0214 memory: 8198 grad_norm: 4.8918 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0195 loss: 2.0195 2022/08/02 18:26:40 - mmengine - INFO - Epoch(train) [28][1220/1879] lr: 1.0000e-02 eta: 1 day, 10:02:13 time: 0.2904 data_time: 0.0236 memory: 8198 grad_norm: 4.8450 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9031 loss: 1.9031 2022/08/02 18:26:46 - mmengine - INFO - Epoch(train) [28][1240/1879] lr: 1.0000e-02 eta: 1 day, 10:02:07 time: 0.2831 data_time: 0.0227 memory: 8198 grad_norm: 4.8431 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.1232 loss: 2.1232 2022/08/02 18:26:51 - mmengine - INFO - Epoch(train) [28][1260/1879] lr: 1.0000e-02 eta: 1 day, 10:02:00 time: 0.2787 data_time: 0.0232 memory: 8198 grad_norm: 4.9939 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6903 loss: 1.6903 2022/08/02 18:26:53 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:26:58 - mmengine - INFO - Epoch(train) [28][1280/1879] lr: 1.0000e-02 eta: 1 day, 10:01:57 time: 0.3033 data_time: 0.0154 memory: 8198 grad_norm: 4.9082 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8646 loss: 1.8646 2022/08/02 18:27:03 - mmengine - INFO - Epoch(train) [28][1300/1879] lr: 1.0000e-02 eta: 1 day, 10:01:50 time: 0.2786 data_time: 0.0252 memory: 8198 grad_norm: 4.9274 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0054 loss: 2.0054 2022/08/02 18:27:09 - mmengine - INFO - Epoch(train) [28][1320/1879] lr: 1.0000e-02 eta: 1 day, 10:01:44 time: 0.2810 data_time: 0.0180 memory: 8198 grad_norm: 4.7992 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9286 loss: 1.9286 2022/08/02 18:27:15 - mmengine - INFO - Epoch(train) [28][1340/1879] lr: 1.0000e-02 eta: 1 day, 10:01:40 time: 0.2940 data_time: 0.0217 memory: 8198 grad_norm: 4.8019 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8387 loss: 1.8387 2022/08/02 18:27:20 - mmengine - INFO - Epoch(train) [28][1360/1879] lr: 1.0000e-02 eta: 1 day, 10:01:33 time: 0.2802 data_time: 0.0210 memory: 8198 grad_norm: 4.9660 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.8164 loss: 1.8164 2022/08/02 18:27:26 - mmengine - INFO - Epoch(train) [28][1380/1879] lr: 1.0000e-02 eta: 1 day, 10:01:27 time: 0.2823 data_time: 0.0276 memory: 8198 grad_norm: 5.1103 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.1981 loss: 2.1981 2022/08/02 18:27:32 - mmengine - INFO - Epoch(train) [28][1400/1879] lr: 1.0000e-02 eta: 1 day, 10:01:20 time: 0.2805 data_time: 0.0208 memory: 8198 grad_norm: 4.9875 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.8904 loss: 1.8904 2022/08/02 18:27:37 - mmengine - INFO - Epoch(train) [28][1420/1879] lr: 1.0000e-02 eta: 1 day, 10:01:15 time: 0.2862 data_time: 0.0234 memory: 8198 grad_norm: 5.0064 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.9970 loss: 1.9970 2022/08/02 18:27:43 - mmengine - INFO - Epoch(train) [28][1440/1879] lr: 1.0000e-02 eta: 1 day, 10:01:08 time: 0.2795 data_time: 0.0204 memory: 8198 grad_norm: 4.8347 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.7574 loss: 1.7574 2022/08/02 18:27:48 - mmengine - INFO - Epoch(train) [28][1460/1879] lr: 1.0000e-02 eta: 1 day, 10:01:01 time: 0.2796 data_time: 0.0212 memory: 8198 grad_norm: 4.9960 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.9185 loss: 1.9185 2022/08/02 18:27:54 - mmengine - INFO - Epoch(train) [28][1480/1879] lr: 1.0000e-02 eta: 1 day, 10:00:55 time: 0.2828 data_time: 0.0221 memory: 8198 grad_norm: 4.8430 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8094 loss: 1.8094 2022/08/02 18:28:00 - mmengine - INFO - Epoch(train) [28][1500/1879] lr: 1.0000e-02 eta: 1 day, 10:00:49 time: 0.2838 data_time: 0.0287 memory: 8198 grad_norm: 4.8952 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 2.1024 loss: 2.1024 2022/08/02 18:28:05 - mmengine - INFO - Epoch(train) [28][1520/1879] lr: 1.0000e-02 eta: 1 day, 10:00:43 time: 0.2821 data_time: 0.0201 memory: 8198 grad_norm: 4.8897 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0259 loss: 2.0259 2022/08/02 18:28:11 - mmengine - INFO - Epoch(train) [28][1540/1879] lr: 1.0000e-02 eta: 1 day, 10:00:37 time: 0.2877 data_time: 0.0275 memory: 8198 grad_norm: 4.8757 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9923 loss: 1.9923 2022/08/02 18:28:17 - mmengine - INFO - Epoch(train) [28][1560/1879] lr: 1.0000e-02 eta: 1 day, 10:00:31 time: 0.2838 data_time: 0.0214 memory: 8198 grad_norm: 4.8106 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9598 loss: 1.9598 2022/08/02 18:28:23 - mmengine - INFO - Epoch(train) [28][1580/1879] lr: 1.0000e-02 eta: 1 day, 10:00:25 time: 0.2838 data_time: 0.0198 memory: 8198 grad_norm: 5.0322 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9883 loss: 1.9883 2022/08/02 18:28:28 - mmengine - INFO - Epoch(train) [28][1600/1879] lr: 1.0000e-02 eta: 1 day, 10:00:19 time: 0.2817 data_time: 0.0216 memory: 8198 grad_norm: 4.8374 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9710 loss: 1.9710 2022/08/02 18:28:34 - mmengine - INFO - Epoch(train) [28][1620/1879] lr: 1.0000e-02 eta: 1 day, 10:00:13 time: 0.2823 data_time: 0.0233 memory: 8198 grad_norm: 5.0044 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8946 loss: 1.8946 2022/08/02 18:28:39 - mmengine - INFO - Epoch(train) [28][1640/1879] lr: 1.0000e-02 eta: 1 day, 10:00:06 time: 0.2792 data_time: 0.0222 memory: 8198 grad_norm: 4.8730 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 1.8136 loss: 1.8136 2022/08/02 18:28:45 - mmengine - INFO - Epoch(train) [28][1660/1879] lr: 1.0000e-02 eta: 1 day, 10:00:01 time: 0.2876 data_time: 0.0271 memory: 8198 grad_norm: 5.0190 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7189 loss: 1.7189 2022/08/02 18:28:51 - mmengine - INFO - Epoch(train) [28][1680/1879] lr: 1.0000e-02 eta: 1 day, 9:59:54 time: 0.2793 data_time: 0.0237 memory: 8198 grad_norm: 4.9242 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8317 loss: 1.8317 2022/08/02 18:28:57 - mmengine - INFO - Epoch(train) [28][1700/1879] lr: 1.0000e-02 eta: 1 day, 9:59:48 time: 0.2865 data_time: 0.0255 memory: 8198 grad_norm: 4.9338 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8438 loss: 1.8438 2022/08/02 18:29:02 - mmengine - INFO - Epoch(train) [28][1720/1879] lr: 1.0000e-02 eta: 1 day, 9:59:42 time: 0.2785 data_time: 0.0235 memory: 8198 grad_norm: 4.8471 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 2.0049 loss: 2.0049 2022/08/02 18:29:08 - mmengine - INFO - Epoch(train) [28][1740/1879] lr: 1.0000e-02 eta: 1 day, 9:59:35 time: 0.2802 data_time: 0.0252 memory: 8198 grad_norm: 5.0031 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8551 loss: 1.8551 2022/08/02 18:29:13 - mmengine - INFO - Epoch(train) [28][1760/1879] lr: 1.0000e-02 eta: 1 day, 9:59:29 time: 0.2861 data_time: 0.0231 memory: 8198 grad_norm: 4.8888 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0492 loss: 2.0492 2022/08/02 18:29:19 - mmengine - INFO - Epoch(train) [28][1780/1879] lr: 1.0000e-02 eta: 1 day, 9:59:24 time: 0.2895 data_time: 0.0252 memory: 8198 grad_norm: 4.9450 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.0397 loss: 2.0397 2022/08/02 18:29:25 - mmengine - INFO - Epoch(train) [28][1800/1879] lr: 1.0000e-02 eta: 1 day, 9:59:18 time: 0.2803 data_time: 0.0214 memory: 8198 grad_norm: 5.0082 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7149 loss: 1.7149 2022/08/02 18:29:31 - mmengine - INFO - Epoch(train) [28][1820/1879] lr: 1.0000e-02 eta: 1 day, 9:59:11 time: 0.2812 data_time: 0.0212 memory: 8198 grad_norm: 4.9625 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9734 loss: 1.9734 2022/08/02 18:29:36 - mmengine - INFO - Epoch(train) [28][1840/1879] lr: 1.0000e-02 eta: 1 day, 9:59:07 time: 0.2938 data_time: 0.0238 memory: 8198 grad_norm: 4.8051 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9245 loss: 1.9245 2022/08/02 18:29:42 - mmengine - INFO - Epoch(train) [28][1860/1879] lr: 1.0000e-02 eta: 1 day, 9:59:00 time: 0.2777 data_time: 0.0222 memory: 8198 grad_norm: 5.0427 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.9876 loss: 1.9876 2022/08/02 18:29:47 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:29:47 - mmengine - INFO - Epoch(train) [28][1879/1879] lr: 1.0000e-02 eta: 1 day, 9:59:00 time: 0.2586 data_time: 0.0135 memory: 8198 grad_norm: 5.1206 top1_acc: 0.7143 top5_acc: 1.0000 loss_cls: 2.0099 loss: 2.0099 2022/08/02 18:29:47 - mmengine - INFO - Saving checkpoint at 28 epochs 2022/08/02 18:29:56 - mmengine - INFO - Epoch(train) [29][20/1879] lr: 1.0000e-02 eta: 1 day, 9:58:19 time: 0.3749 data_time: 0.1166 memory: 8198 grad_norm: 5.0278 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8271 loss: 1.8271 2022/08/02 18:30:02 - mmengine - INFO - Epoch(train) [29][40/1879] lr: 1.0000e-02 eta: 1 day, 9:58:12 time: 0.2796 data_time: 0.0173 memory: 8198 grad_norm: 4.8543 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8304 loss: 1.8304 2022/08/02 18:30:08 - mmengine - INFO - Epoch(train) [29][60/1879] lr: 1.0000e-02 eta: 1 day, 9:58:07 time: 0.2849 data_time: 0.0235 memory: 8198 grad_norm: 4.7685 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7474 loss: 1.7474 2022/08/02 18:30:13 - mmengine - INFO - Epoch(train) [29][80/1879] lr: 1.0000e-02 eta: 1 day, 9:58:00 time: 0.2792 data_time: 0.0173 memory: 8198 grad_norm: 4.8809 top1_acc: 0.1875 top5_acc: 0.6250 loss_cls: 1.7724 loss: 1.7724 2022/08/02 18:30:19 - mmengine - INFO - Epoch(train) [29][100/1879] lr: 1.0000e-02 eta: 1 day, 9:57:54 time: 0.2850 data_time: 0.0238 memory: 8198 grad_norm: 4.8801 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5998 loss: 1.5998 2022/08/02 18:30:24 - mmengine - INFO - Epoch(train) [29][120/1879] lr: 1.0000e-02 eta: 1 day, 9:57:48 time: 0.2801 data_time: 0.0197 memory: 8198 grad_norm: 4.8449 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0253 loss: 2.0253 2022/08/02 18:30:30 - mmengine - INFO - Epoch(train) [29][140/1879] lr: 1.0000e-02 eta: 1 day, 9:57:43 time: 0.2933 data_time: 0.0257 memory: 8198 grad_norm: 4.9275 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9093 loss: 1.9093 2022/08/02 18:30:36 - mmengine - INFO - Epoch(train) [29][160/1879] lr: 1.0000e-02 eta: 1 day, 9:57:37 time: 0.2823 data_time: 0.0186 memory: 8198 grad_norm: 4.7020 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.6974 loss: 1.6974 2022/08/02 18:30:42 - mmengine - INFO - Epoch(train) [29][180/1879] lr: 1.0000e-02 eta: 1 day, 9:57:31 time: 0.2847 data_time: 0.0213 memory: 8198 grad_norm: 4.9522 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8258 loss: 1.8258 2022/08/02 18:30:47 - mmengine - INFO - Epoch(train) [29][200/1879] lr: 1.0000e-02 eta: 1 day, 9:57:26 time: 0.2875 data_time: 0.0188 memory: 8198 grad_norm: 4.9351 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8699 loss: 1.8699 2022/08/02 18:30:53 - mmengine - INFO - Epoch(train) [29][220/1879] lr: 1.0000e-02 eta: 1 day, 9:57:19 time: 0.2823 data_time: 0.0221 memory: 8198 grad_norm: 4.8430 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8284 loss: 1.8284 2022/08/02 18:30:59 - mmengine - INFO - Epoch(train) [29][240/1879] lr: 1.0000e-02 eta: 1 day, 9:57:13 time: 0.2794 data_time: 0.0176 memory: 8198 grad_norm: 5.0051 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9998 loss: 1.9998 2022/08/02 18:31:04 - mmengine - INFO - Epoch(train) [29][260/1879] lr: 1.0000e-02 eta: 1 day, 9:57:07 time: 0.2882 data_time: 0.0220 memory: 8198 grad_norm: 4.9285 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.8064 loss: 1.8064 2022/08/02 18:31:10 - mmengine - INFO - Epoch(train) [29][280/1879] lr: 1.0000e-02 eta: 1 day, 9:57:01 time: 0.2823 data_time: 0.0179 memory: 8198 grad_norm: 4.8552 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7808 loss: 1.7808 2022/08/02 18:31:16 - mmengine - INFO - Epoch(train) [29][300/1879] lr: 1.0000e-02 eta: 1 day, 9:56:56 time: 0.2862 data_time: 0.0195 memory: 8198 grad_norm: 4.9011 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0041 loss: 2.0041 2022/08/02 18:31:21 - mmengine - INFO - Epoch(train) [29][320/1879] lr: 1.0000e-02 eta: 1 day, 9:56:49 time: 0.2791 data_time: 0.0206 memory: 8198 grad_norm: 4.9959 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.7732 loss: 1.7732 2022/08/02 18:31:27 - mmengine - INFO - Epoch(train) [29][340/1879] lr: 1.0000e-02 eta: 1 day, 9:56:42 time: 0.2779 data_time: 0.0226 memory: 8198 grad_norm: 4.9425 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.9244 loss: 1.9244 2022/08/02 18:31:33 - mmengine - INFO - Epoch(train) [29][360/1879] lr: 1.0000e-02 eta: 1 day, 9:56:37 time: 0.2884 data_time: 0.0251 memory: 8198 grad_norm: 4.8669 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8622 loss: 1.8622 2022/08/02 18:31:38 - mmengine - INFO - Epoch(train) [29][380/1879] lr: 1.0000e-02 eta: 1 day, 9:56:30 time: 0.2821 data_time: 0.0240 memory: 8198 grad_norm: 4.7875 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9335 loss: 1.9335 2022/08/02 18:31:41 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:31:44 - mmengine - INFO - Epoch(train) [29][400/1879] lr: 1.0000e-02 eta: 1 day, 9:56:24 time: 0.2837 data_time: 0.0225 memory: 8198 grad_norm: 5.0103 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.7873 loss: 1.7873 2022/08/02 18:31:50 - mmengine - INFO - Epoch(train) [29][420/1879] lr: 1.0000e-02 eta: 1 day, 9:56:19 time: 0.2886 data_time: 0.0241 memory: 8198 grad_norm: 4.9550 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.8075 loss: 1.8075 2022/08/02 18:31:56 - mmengine - INFO - Epoch(train) [29][440/1879] lr: 1.0000e-02 eta: 1 day, 9:56:13 time: 0.2807 data_time: 0.0206 memory: 8198 grad_norm: 5.0031 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.9558 loss: 1.9558 2022/08/02 18:32:02 - mmengine - INFO - Epoch(train) [29][460/1879] lr: 1.0000e-02 eta: 1 day, 9:56:09 time: 0.3000 data_time: 0.0249 memory: 8198 grad_norm: 5.0185 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0840 loss: 2.0840 2022/08/02 18:32:07 - mmengine - INFO - Epoch(train) [29][480/1879] lr: 1.0000e-02 eta: 1 day, 9:56:04 time: 0.2850 data_time: 0.0197 memory: 8198 grad_norm: 4.8187 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8728 loss: 1.8728 2022/08/02 18:32:13 - mmengine - INFO - Epoch(train) [29][500/1879] lr: 1.0000e-02 eta: 1 day, 9:55:57 time: 0.2804 data_time: 0.0261 memory: 8198 grad_norm: 4.9636 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8451 loss: 1.8451 2022/08/02 18:32:19 - mmengine - INFO - Epoch(train) [29][520/1879] lr: 1.0000e-02 eta: 1 day, 9:55:51 time: 0.2831 data_time: 0.0198 memory: 8198 grad_norm: 5.0356 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0171 loss: 2.0171 2022/08/02 18:32:24 - mmengine - INFO - Epoch(train) [29][540/1879] lr: 1.0000e-02 eta: 1 day, 9:55:44 time: 0.2797 data_time: 0.0237 memory: 8198 grad_norm: 4.9261 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8687 loss: 1.8687 2022/08/02 18:32:30 - mmengine - INFO - Epoch(train) [29][560/1879] lr: 1.0000e-02 eta: 1 day, 9:55:39 time: 0.2866 data_time: 0.0229 memory: 8198 grad_norm: 5.1026 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8379 loss: 1.8379 2022/08/02 18:32:35 - mmengine - INFO - Epoch(train) [29][580/1879] lr: 1.0000e-02 eta: 1 day, 9:55:32 time: 0.2806 data_time: 0.0250 memory: 8198 grad_norm: 4.9169 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8084 loss: 1.8084 2022/08/02 18:32:41 - mmengine - INFO - Epoch(train) [29][600/1879] lr: 1.0000e-02 eta: 1 day, 9:55:26 time: 0.2803 data_time: 0.0187 memory: 8198 grad_norm: 4.8607 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8928 loss: 1.8928 2022/08/02 18:32:47 - mmengine - INFO - Epoch(train) [29][620/1879] lr: 1.0000e-02 eta: 1 day, 9:55:19 time: 0.2814 data_time: 0.0227 memory: 8198 grad_norm: 5.0397 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8638 loss: 1.8638 2022/08/02 18:32:52 - mmengine - INFO - Epoch(train) [29][640/1879] lr: 1.0000e-02 eta: 1 day, 9:55:13 time: 0.2834 data_time: 0.0232 memory: 8198 grad_norm: 4.9575 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9470 loss: 1.9470 2022/08/02 18:32:58 - mmengine - INFO - Epoch(train) [29][660/1879] lr: 1.0000e-02 eta: 1 day, 9:55:07 time: 0.2827 data_time: 0.0226 memory: 8198 grad_norm: 4.8780 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8617 loss: 1.8617 2022/08/02 18:33:04 - mmengine - INFO - Epoch(train) [29][680/1879] lr: 1.0000e-02 eta: 1 day, 9:55:01 time: 0.2814 data_time: 0.0227 memory: 8198 grad_norm: 4.9593 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1379 loss: 2.1379 2022/08/02 18:33:09 - mmengine - INFO - Epoch(train) [29][700/1879] lr: 1.0000e-02 eta: 1 day, 9:54:55 time: 0.2846 data_time: 0.0267 memory: 8198 grad_norm: 4.9545 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8625 loss: 1.8625 2022/08/02 18:33:15 - mmengine - INFO - Epoch(train) [29][720/1879] lr: 1.0000e-02 eta: 1 day, 9:54:49 time: 0.2852 data_time: 0.0202 memory: 8198 grad_norm: 5.0922 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9520 loss: 1.9520 2022/08/02 18:33:21 - mmengine - INFO - Epoch(train) [29][740/1879] lr: 1.0000e-02 eta: 1 day, 9:54:44 time: 0.2877 data_time: 0.0220 memory: 8198 grad_norm: 4.8295 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9045 loss: 1.9045 2022/08/02 18:33:26 - mmengine - INFO - Epoch(train) [29][760/1879] lr: 1.0000e-02 eta: 1 day, 9:54:37 time: 0.2784 data_time: 0.0221 memory: 8198 grad_norm: 4.9481 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 1.9458 loss: 1.9458 2022/08/02 18:33:32 - mmengine - INFO - Epoch(train) [29][780/1879] lr: 1.0000e-02 eta: 1 day, 9:54:31 time: 0.2802 data_time: 0.0241 memory: 8198 grad_norm: 4.8040 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.9267 loss: 1.9267 2022/08/02 18:33:38 - mmengine - INFO - Epoch(train) [29][800/1879] lr: 1.0000e-02 eta: 1 day, 9:54:27 time: 0.2960 data_time: 0.0236 memory: 8198 grad_norm: 4.8386 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8829 loss: 1.8829 2022/08/02 18:33:44 - mmengine - INFO - Epoch(train) [29][820/1879] lr: 1.0000e-02 eta: 1 day, 9:54:20 time: 0.2818 data_time: 0.0240 memory: 8198 grad_norm: 4.9282 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.9847 loss: 1.9847 2022/08/02 18:33:49 - mmengine - INFO - Epoch(train) [29][840/1879] lr: 1.0000e-02 eta: 1 day, 9:54:14 time: 0.2790 data_time: 0.0228 memory: 8198 grad_norm: 4.8530 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8219 loss: 1.8219 2022/08/02 18:33:55 - mmengine - INFO - Epoch(train) [29][860/1879] lr: 1.0000e-02 eta: 1 day, 9:54:07 time: 0.2817 data_time: 0.0218 memory: 8198 grad_norm: 4.8284 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6486 loss: 1.6486 2022/08/02 18:34:00 - mmengine - INFO - Epoch(train) [29][880/1879] lr: 1.0000e-02 eta: 1 day, 9:54:01 time: 0.2814 data_time: 0.0211 memory: 8198 grad_norm: 4.9410 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0007 loss: 2.0007 2022/08/02 18:34:06 - mmengine - INFO - Epoch(train) [29][900/1879] lr: 1.0000e-02 eta: 1 day, 9:53:55 time: 0.2822 data_time: 0.0233 memory: 8198 grad_norm: 4.8683 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8732 loss: 1.8732 2022/08/02 18:34:12 - mmengine - INFO - Epoch(train) [29][920/1879] lr: 1.0000e-02 eta: 1 day, 9:53:49 time: 0.2861 data_time: 0.0257 memory: 8198 grad_norm: 4.9753 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9401 loss: 1.9401 2022/08/02 18:34:18 - mmengine - INFO - Epoch(train) [29][940/1879] lr: 1.0000e-02 eta: 1 day, 9:53:43 time: 0.2848 data_time: 0.0237 memory: 8198 grad_norm: 4.8998 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0761 loss: 2.0761 2022/08/02 18:34:23 - mmengine - INFO - Epoch(train) [29][960/1879] lr: 1.0000e-02 eta: 1 day, 9:53:38 time: 0.2866 data_time: 0.0211 memory: 8198 grad_norm: 4.9229 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9729 loss: 1.9729 2022/08/02 18:34:29 - mmengine - INFO - Epoch(train) [29][980/1879] lr: 1.0000e-02 eta: 1 day, 9:53:32 time: 0.2853 data_time: 0.0195 memory: 8198 grad_norm: 4.9316 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.7291 loss: 1.7291 2022/08/02 18:34:35 - mmengine - INFO - Epoch(train) [29][1000/1879] lr: 1.0000e-02 eta: 1 day, 9:53:26 time: 0.2866 data_time: 0.0231 memory: 8198 grad_norm: 4.9654 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9076 loss: 1.9076 2022/08/02 18:34:40 - mmengine - INFO - Epoch(train) [29][1020/1879] lr: 1.0000e-02 eta: 1 day, 9:53:20 time: 0.2841 data_time: 0.0276 memory: 8198 grad_norm: 4.9910 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7902 loss: 1.7902 2022/08/02 18:34:46 - mmengine - INFO - Epoch(train) [29][1040/1879] lr: 1.0000e-02 eta: 1 day, 9:53:14 time: 0.2819 data_time: 0.0234 memory: 8198 grad_norm: 4.8693 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8418 loss: 1.8418 2022/08/02 18:34:52 - mmengine - INFO - Epoch(train) [29][1060/1879] lr: 1.0000e-02 eta: 1 day, 9:53:08 time: 0.2847 data_time: 0.0268 memory: 8198 grad_norm: 5.1014 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8033 loss: 1.8033 2022/08/02 18:34:57 - mmengine - INFO - Epoch(train) [29][1080/1879] lr: 1.0000e-02 eta: 1 day, 9:53:02 time: 0.2831 data_time: 0.0324 memory: 8198 grad_norm: 5.0265 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.8598 loss: 1.8598 2022/08/02 18:35:03 - mmengine - INFO - Epoch(train) [29][1100/1879] lr: 1.0000e-02 eta: 1 day, 9:52:57 time: 0.2853 data_time: 0.0245 memory: 8198 grad_norm: 5.0425 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.8878 loss: 1.8878 2022/08/02 18:35:09 - mmengine - INFO - Epoch(train) [29][1120/1879] lr: 1.0000e-02 eta: 1 day, 9:52:52 time: 0.2906 data_time: 0.0212 memory: 8198 grad_norm: 4.8610 top1_acc: 0.2500 top5_acc: 0.8125 loss_cls: 1.9619 loss: 1.9619 2022/08/02 18:35:15 - mmengine - INFO - Epoch(train) [29][1140/1879] lr: 1.0000e-02 eta: 1 day, 9:52:45 time: 0.2790 data_time: 0.0214 memory: 8198 grad_norm: 4.9236 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0079 loss: 2.0079 2022/08/02 18:35:20 - mmengine - INFO - Epoch(train) [29][1160/1879] lr: 1.0000e-02 eta: 1 day, 9:52:39 time: 0.2852 data_time: 0.0234 memory: 8198 grad_norm: 4.9177 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9250 loss: 1.9250 2022/08/02 18:35:26 - mmengine - INFO - Epoch(train) [29][1180/1879] lr: 1.0000e-02 eta: 1 day, 9:52:33 time: 0.2835 data_time: 0.0224 memory: 8198 grad_norm: 4.9355 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7942 loss: 1.7942 2022/08/02 18:35:32 - mmengine - INFO - Epoch(train) [29][1200/1879] lr: 1.0000e-02 eta: 1 day, 9:52:27 time: 0.2812 data_time: 0.0220 memory: 8198 grad_norm: 4.8913 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9569 loss: 1.9569 2022/08/02 18:35:37 - mmengine - INFO - Epoch(train) [29][1220/1879] lr: 1.0000e-02 eta: 1 day, 9:52:21 time: 0.2841 data_time: 0.0258 memory: 8198 grad_norm: 4.9609 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8660 loss: 1.8660 2022/08/02 18:35:43 - mmengine - INFO - Epoch(train) [29][1240/1879] lr: 1.0000e-02 eta: 1 day, 9:52:15 time: 0.2828 data_time: 0.0276 memory: 8198 grad_norm: 4.9851 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8569 loss: 1.8569 2022/08/02 18:35:52 - mmengine - INFO - Epoch(train) [29][1260/1879] lr: 1.0000e-02 eta: 1 day, 9:52:34 time: 0.4462 data_time: 0.0165 memory: 8198 grad_norm: 4.9013 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8990 loss: 1.8990 2022/08/02 18:35:57 - mmengine - INFO - Epoch(train) [29][1280/1879] lr: 1.0000e-02 eta: 1 day, 9:52:28 time: 0.2812 data_time: 0.0221 memory: 8198 grad_norm: 5.0786 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9542 loss: 1.9542 2022/08/02 18:36:03 - mmengine - INFO - Epoch(train) [29][1300/1879] lr: 1.0000e-02 eta: 1 day, 9:52:23 time: 0.2913 data_time: 0.0225 memory: 8198 grad_norm: 4.9656 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7902 loss: 1.7902 2022/08/02 18:36:09 - mmengine - INFO - Epoch(train) [29][1320/1879] lr: 1.0000e-02 eta: 1 day, 9:52:17 time: 0.2803 data_time: 0.0185 memory: 8198 grad_norm: 4.9761 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.8567 loss: 1.8567 2022/08/02 18:36:15 - mmengine - INFO - Epoch(train) [29][1340/1879] lr: 1.0000e-02 eta: 1 day, 9:52:11 time: 0.2858 data_time: 0.0224 memory: 8198 grad_norm: 4.9762 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7145 loss: 1.7145 2022/08/02 18:36:20 - mmengine - INFO - Epoch(train) [29][1360/1879] lr: 1.0000e-02 eta: 1 day, 9:52:05 time: 0.2808 data_time: 0.0215 memory: 8198 grad_norm: 5.0316 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7763 loss: 1.7763 2022/08/02 18:36:26 - mmengine - INFO - Epoch(train) [29][1380/1879] lr: 1.0000e-02 eta: 1 day, 9:51:58 time: 0.2812 data_time: 0.0230 memory: 8198 grad_norm: 4.9922 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7914 loss: 1.7914 2022/08/02 18:36:28 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:36:32 - mmengine - INFO - Epoch(train) [29][1400/1879] lr: 1.0000e-02 eta: 1 day, 9:51:52 time: 0.2808 data_time: 0.0239 memory: 8198 grad_norm: 4.9079 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9904 loss: 1.9904 2022/08/02 18:36:37 - mmengine - INFO - Epoch(train) [29][1420/1879] lr: 1.0000e-02 eta: 1 day, 9:51:46 time: 0.2851 data_time: 0.0261 memory: 8198 grad_norm: 5.0150 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6916 loss: 1.6916 2022/08/02 18:36:43 - mmengine - INFO - Epoch(train) [29][1440/1879] lr: 1.0000e-02 eta: 1 day, 9:51:40 time: 0.2828 data_time: 0.0272 memory: 8198 grad_norm: 4.8769 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9258 loss: 1.9258 2022/08/02 18:36:48 - mmengine - INFO - Epoch(train) [29][1460/1879] lr: 1.0000e-02 eta: 1 day, 9:51:33 time: 0.2782 data_time: 0.0235 memory: 8198 grad_norm: 4.8635 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6874 loss: 1.6874 2022/08/02 18:36:54 - mmengine - INFO - Epoch(train) [29][1480/1879] lr: 1.0000e-02 eta: 1 day, 9:51:26 time: 0.2797 data_time: 0.0209 memory: 8198 grad_norm: 4.8773 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8604 loss: 1.8604 2022/08/02 18:37:00 - mmengine - INFO - Epoch(train) [29][1500/1879] lr: 1.0000e-02 eta: 1 day, 9:51:22 time: 0.2910 data_time: 0.0222 memory: 8198 grad_norm: 4.9815 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7943 loss: 1.7943 2022/08/02 18:37:05 - mmengine - INFO - Epoch(train) [29][1520/1879] lr: 1.0000e-02 eta: 1 day, 9:51:15 time: 0.2771 data_time: 0.0216 memory: 8198 grad_norm: 5.0288 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9837 loss: 1.9837 2022/08/02 18:37:11 - mmengine - INFO - Epoch(train) [29][1540/1879] lr: 1.0000e-02 eta: 1 day, 9:51:09 time: 0.2889 data_time: 0.0276 memory: 8198 grad_norm: 4.9902 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9021 loss: 1.9021 2022/08/02 18:37:17 - mmengine - INFO - Epoch(train) [29][1560/1879] lr: 1.0000e-02 eta: 1 day, 9:51:04 time: 0.2875 data_time: 0.0238 memory: 8198 grad_norm: 4.9275 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1002 loss: 2.1002 2022/08/02 18:37:23 - mmengine - INFO - Epoch(train) [29][1580/1879] lr: 1.0000e-02 eta: 1 day, 9:50:58 time: 0.2821 data_time: 0.0277 memory: 8198 grad_norm: 4.9303 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0239 loss: 2.0239 2022/08/02 18:37:28 - mmengine - INFO - Epoch(train) [29][1600/1879] lr: 1.0000e-02 eta: 1 day, 9:50:52 time: 0.2831 data_time: 0.0306 memory: 8198 grad_norm: 4.9368 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.9342 loss: 1.9342 2022/08/02 18:37:34 - mmengine - INFO - Epoch(train) [29][1620/1879] lr: 1.0000e-02 eta: 1 day, 9:50:46 time: 0.2868 data_time: 0.0301 memory: 8198 grad_norm: 4.9344 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8352 loss: 1.8352 2022/08/02 18:37:40 - mmengine - INFO - Epoch(train) [29][1640/1879] lr: 1.0000e-02 eta: 1 day, 9:50:42 time: 0.2928 data_time: 0.0142 memory: 8198 grad_norm: 4.8219 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8603 loss: 1.8603 2022/08/02 18:37:45 - mmengine - INFO - Epoch(train) [29][1660/1879] lr: 1.0000e-02 eta: 1 day, 9:50:35 time: 0.2807 data_time: 0.0229 memory: 8198 grad_norm: 4.7390 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8065 loss: 1.8065 2022/08/02 18:37:51 - mmengine - INFO - Epoch(train) [29][1680/1879] lr: 1.0000e-02 eta: 1 day, 9:50:28 time: 0.2780 data_time: 0.0226 memory: 8198 grad_norm: 4.8164 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9404 loss: 1.9404 2022/08/02 18:37:57 - mmengine - INFO - Epoch(train) [29][1700/1879] lr: 1.0000e-02 eta: 1 day, 9:50:23 time: 0.2882 data_time: 0.0243 memory: 8198 grad_norm: 4.8784 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9030 loss: 1.9030 2022/08/02 18:38:03 - mmengine - INFO - Epoch(train) [29][1720/1879] lr: 1.0000e-02 eta: 1 day, 9:50:19 time: 0.2954 data_time: 0.0188 memory: 8198 grad_norm: 4.9226 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9511 loss: 1.9511 2022/08/02 18:38:09 - mmengine - INFO - Epoch(train) [29][1740/1879] lr: 1.0000e-02 eta: 1 day, 9:50:13 time: 0.2831 data_time: 0.0247 memory: 8198 grad_norm: 4.9086 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7933 loss: 1.7933 2022/08/02 18:38:14 - mmengine - INFO - Epoch(train) [29][1760/1879] lr: 1.0000e-02 eta: 1 day, 9:50:07 time: 0.2844 data_time: 0.0275 memory: 8198 grad_norm: 4.9167 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9848 loss: 1.9848 2022/08/02 18:38:20 - mmengine - INFO - Epoch(train) [29][1780/1879] lr: 1.0000e-02 eta: 1 day, 9:50:01 time: 0.2833 data_time: 0.0267 memory: 8198 grad_norm: 4.8558 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8435 loss: 1.8435 2022/08/02 18:38:25 - mmengine - INFO - Epoch(train) [29][1800/1879] lr: 1.0000e-02 eta: 1 day, 9:49:55 time: 0.2832 data_time: 0.0249 memory: 8198 grad_norm: 5.0752 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0197 loss: 2.0197 2022/08/02 18:38:31 - mmengine - INFO - Epoch(train) [29][1820/1879] lr: 1.0000e-02 eta: 1 day, 9:49:49 time: 0.2854 data_time: 0.0200 memory: 8198 grad_norm: 4.8683 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0605 loss: 2.0605 2022/08/02 18:38:37 - mmengine - INFO - Epoch(train) [29][1840/1879] lr: 1.0000e-02 eta: 1 day, 9:49:43 time: 0.2821 data_time: 0.0241 memory: 8198 grad_norm: 4.7677 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8925 loss: 1.8925 2022/08/02 18:38:42 - mmengine - INFO - Epoch(train) [29][1860/1879] lr: 1.0000e-02 eta: 1 day, 9:49:36 time: 0.2814 data_time: 0.0209 memory: 8198 grad_norm: 4.9571 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6951 loss: 1.6951 2022/08/02 18:38:47 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:38:47 - mmengine - INFO - Epoch(train) [29][1879/1879] lr: 1.0000e-02 eta: 1 day, 9:49:36 time: 0.2551 data_time: 0.0134 memory: 8198 grad_norm: 5.0903 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 1.9598 loss: 1.9598 2022/08/02 18:38:56 - mmengine - INFO - Epoch(train) [30][20/1879] lr: 1.0000e-02 eta: 1 day, 9:49:07 time: 0.4380 data_time: 0.1506 memory: 8198 grad_norm: 4.8426 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.6650 loss: 1.6650 2022/08/02 18:39:02 - mmengine - INFO - Epoch(train) [30][40/1879] lr: 1.0000e-02 eta: 1 day, 9:49:00 time: 0.2816 data_time: 0.0219 memory: 8198 grad_norm: 4.8033 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0194 loss: 2.0194 2022/08/02 18:39:08 - mmengine - INFO - Epoch(train) [30][60/1879] lr: 1.0000e-02 eta: 1 day, 9:48:56 time: 0.2937 data_time: 0.0291 memory: 8198 grad_norm: 4.7294 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6155 loss: 1.6155 2022/08/02 18:39:13 - mmengine - INFO - Epoch(train) [30][80/1879] lr: 1.0000e-02 eta: 1 day, 9:48:49 time: 0.2792 data_time: 0.0193 memory: 8198 grad_norm: 4.8378 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8655 loss: 1.8655 2022/08/02 18:39:19 - mmengine - INFO - Epoch(train) [30][100/1879] lr: 1.0000e-02 eta: 1 day, 9:48:43 time: 0.2822 data_time: 0.0236 memory: 8198 grad_norm: 4.9801 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9907 loss: 1.9907 2022/08/02 18:39:25 - mmengine - INFO - Epoch(train) [30][120/1879] lr: 1.0000e-02 eta: 1 day, 9:48:37 time: 0.2827 data_time: 0.0219 memory: 8198 grad_norm: 5.0171 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8329 loss: 1.8329 2022/08/02 18:39:30 - mmengine - INFO - Epoch(train) [30][140/1879] lr: 1.0000e-02 eta: 1 day, 9:48:32 time: 0.2887 data_time: 0.0285 memory: 8198 grad_norm: 5.0377 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0207 loss: 2.0207 2022/08/02 18:39:36 - mmengine - INFO - Epoch(train) [30][160/1879] lr: 1.0000e-02 eta: 1 day, 9:48:25 time: 0.2763 data_time: 0.0201 memory: 8198 grad_norm: 4.7701 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0855 loss: 2.0855 2022/08/02 18:39:42 - mmengine - INFO - Epoch(train) [30][180/1879] lr: 1.0000e-02 eta: 1 day, 9:48:19 time: 0.2845 data_time: 0.0223 memory: 8198 grad_norm: 4.7490 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8032 loss: 1.8032 2022/08/02 18:39:47 - mmengine - INFO - Epoch(train) [30][200/1879] lr: 1.0000e-02 eta: 1 day, 9:48:13 time: 0.2867 data_time: 0.0187 memory: 8198 grad_norm: 4.8025 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5960 loss: 1.5960 2022/08/02 18:39:53 - mmengine - INFO - Epoch(train) [30][220/1879] lr: 1.0000e-02 eta: 1 day, 9:48:07 time: 0.2805 data_time: 0.0232 memory: 8198 grad_norm: 4.8525 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7168 loss: 1.7168 2022/08/02 18:39:59 - mmengine - INFO - Epoch(train) [30][240/1879] lr: 1.0000e-02 eta: 1 day, 9:48:00 time: 0.2819 data_time: 0.0217 memory: 8198 grad_norm: 5.0430 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8717 loss: 1.8717 2022/08/02 18:40:04 - mmengine - INFO - Epoch(train) [30][260/1879] lr: 1.0000e-02 eta: 1 day, 9:47:54 time: 0.2826 data_time: 0.0239 memory: 8198 grad_norm: 4.8478 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8750 loss: 1.8750 2022/08/02 18:40:10 - mmengine - INFO - Epoch(train) [30][280/1879] lr: 1.0000e-02 eta: 1 day, 9:47:48 time: 0.2821 data_time: 0.0195 memory: 8198 grad_norm: 4.9882 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8464 loss: 1.8464 2022/08/02 18:40:15 - mmengine - INFO - Epoch(train) [30][300/1879] lr: 1.0000e-02 eta: 1 day, 9:47:42 time: 0.2806 data_time: 0.0231 memory: 8198 grad_norm: 4.8145 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7521 loss: 1.7521 2022/08/02 18:40:21 - mmengine - INFO - Epoch(train) [30][320/1879] lr: 1.0000e-02 eta: 1 day, 9:47:37 time: 0.2909 data_time: 0.0218 memory: 8198 grad_norm: 4.8228 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8333 loss: 1.8333 2022/08/02 18:40:27 - mmengine - INFO - Epoch(train) [30][340/1879] lr: 1.0000e-02 eta: 1 day, 9:47:31 time: 0.2875 data_time: 0.0189 memory: 8198 grad_norm: 4.7898 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8894 loss: 1.8894 2022/08/02 18:40:33 - mmengine - INFO - Epoch(train) [30][360/1879] lr: 1.0000e-02 eta: 1 day, 9:47:25 time: 0.2828 data_time: 0.0205 memory: 8198 grad_norm: 5.0236 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7752 loss: 1.7752 2022/08/02 18:40:39 - mmengine - INFO - Epoch(train) [30][380/1879] lr: 1.0000e-02 eta: 1 day, 9:47:22 time: 0.3002 data_time: 0.0208 memory: 8198 grad_norm: 4.9360 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 1.8621 loss: 1.8621 2022/08/02 18:40:44 - mmengine - INFO - Epoch(train) [30][400/1879] lr: 1.0000e-02 eta: 1 day, 9:47:15 time: 0.2806 data_time: 0.0206 memory: 8198 grad_norm: 4.9168 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9425 loss: 1.9425 2022/08/02 18:40:50 - mmengine - INFO - Epoch(train) [30][420/1879] lr: 1.0000e-02 eta: 1 day, 9:47:10 time: 0.2856 data_time: 0.0303 memory: 8198 grad_norm: 4.9265 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8908 loss: 1.8908 2022/08/02 18:40:56 - mmengine - INFO - Epoch(train) [30][440/1879] lr: 1.0000e-02 eta: 1 day, 9:47:03 time: 0.2810 data_time: 0.0221 memory: 8198 grad_norm: 4.9900 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7212 loss: 1.7212 2022/08/02 18:41:01 - mmengine - INFO - Epoch(train) [30][460/1879] lr: 1.0000e-02 eta: 1 day, 9:46:58 time: 0.2871 data_time: 0.0273 memory: 8198 grad_norm: 4.9858 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8102 loss: 1.8102 2022/08/02 18:41:07 - mmengine - INFO - Epoch(train) [30][480/1879] lr: 1.0000e-02 eta: 1 day, 9:46:51 time: 0.2801 data_time: 0.0225 memory: 8198 grad_norm: 4.8012 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 1.7852 loss: 1.7852 2022/08/02 18:41:13 - mmengine - INFO - Epoch(train) [30][500/1879] lr: 1.0000e-02 eta: 1 day, 9:46:45 time: 0.2843 data_time: 0.0286 memory: 8198 grad_norm: 4.8535 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8582 loss: 1.8582 2022/08/02 18:41:15 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:41:18 - mmengine - INFO - Epoch(train) [30][520/1879] lr: 1.0000e-02 eta: 1 day, 9:46:39 time: 0.2826 data_time: 0.0224 memory: 8198 grad_norm: 4.9210 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7950 loss: 1.7950 2022/08/02 18:41:24 - mmengine - INFO - Epoch(train) [30][540/1879] lr: 1.0000e-02 eta: 1 day, 9:46:33 time: 0.2832 data_time: 0.0257 memory: 8198 grad_norm: 4.9241 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8169 loss: 1.8169 2022/08/02 18:41:30 - mmengine - INFO - Epoch(train) [30][560/1879] lr: 1.0000e-02 eta: 1 day, 9:46:26 time: 0.2790 data_time: 0.0209 memory: 8198 grad_norm: 4.9690 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8785 loss: 1.8785 2022/08/02 18:41:35 - mmengine - INFO - Epoch(train) [30][580/1879] lr: 1.0000e-02 eta: 1 day, 9:46:21 time: 0.2855 data_time: 0.0228 memory: 8198 grad_norm: 5.0567 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.8199 loss: 1.8199 2022/08/02 18:41:41 - mmengine - INFO - Epoch(train) [30][600/1879] lr: 1.0000e-02 eta: 1 day, 9:46:17 time: 0.2953 data_time: 0.0258 memory: 8198 grad_norm: 4.7799 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8164 loss: 1.8164 2022/08/02 18:41:47 - mmengine - INFO - Epoch(train) [30][620/1879] lr: 1.0000e-02 eta: 1 day, 9:46:10 time: 0.2798 data_time: 0.0223 memory: 8198 grad_norm: 4.8937 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.8084 loss: 1.8084 2022/08/02 18:41:53 - mmengine - INFO - Epoch(train) [30][640/1879] lr: 1.0000e-02 eta: 1 day, 9:46:04 time: 0.2830 data_time: 0.0234 memory: 8198 grad_norm: 5.0054 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8849 loss: 1.8849 2022/08/02 18:41:58 - mmengine - INFO - Epoch(train) [30][660/1879] lr: 1.0000e-02 eta: 1 day, 9:45:59 time: 0.2931 data_time: 0.0261 memory: 8198 grad_norm: 4.9949 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9451 loss: 1.9451 2022/08/02 18:42:04 - mmengine - INFO - Epoch(train) [30][680/1879] lr: 1.0000e-02 eta: 1 day, 9:45:53 time: 0.2830 data_time: 0.0217 memory: 8198 grad_norm: 4.7937 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0452 loss: 2.0452 2022/08/02 18:42:10 - mmengine - INFO - Epoch(train) [30][700/1879] lr: 1.0000e-02 eta: 1 day, 9:45:48 time: 0.2869 data_time: 0.0268 memory: 8198 grad_norm: 4.8623 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9241 loss: 1.9241 2022/08/02 18:42:15 - mmengine - INFO - Epoch(train) [30][720/1879] lr: 1.0000e-02 eta: 1 day, 9:45:42 time: 0.2823 data_time: 0.0218 memory: 8198 grad_norm: 4.8942 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.7753 loss: 1.7753 2022/08/02 18:42:21 - mmengine - INFO - Epoch(train) [30][740/1879] lr: 1.0000e-02 eta: 1 day, 9:45:36 time: 0.2857 data_time: 0.0250 memory: 8198 grad_norm: 5.0212 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9387 loss: 1.9387 2022/08/02 18:42:27 - mmengine - INFO - Epoch(train) [30][760/1879] lr: 1.0000e-02 eta: 1 day, 9:45:30 time: 0.2835 data_time: 0.0243 memory: 8198 grad_norm: 4.9552 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7340 loss: 1.7340 2022/08/02 18:42:33 - mmengine - INFO - Epoch(train) [30][780/1879] lr: 1.0000e-02 eta: 1 day, 9:45:25 time: 0.2871 data_time: 0.0348 memory: 8198 grad_norm: 5.0295 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9215 loss: 1.9215 2022/08/02 18:42:38 - mmengine - INFO - Epoch(train) [30][800/1879] lr: 1.0000e-02 eta: 1 day, 9:45:19 time: 0.2885 data_time: 0.0250 memory: 8198 grad_norm: 4.9883 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8102 loss: 1.8102 2022/08/02 18:42:44 - mmengine - INFO - Epoch(train) [30][820/1879] lr: 1.0000e-02 eta: 1 day, 9:45:12 time: 0.2784 data_time: 0.0185 memory: 8198 grad_norm: 4.9849 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7708 loss: 1.7708 2022/08/02 18:42:50 - mmengine - INFO - Epoch(train) [30][840/1879] lr: 1.0000e-02 eta: 1 day, 9:45:06 time: 0.2776 data_time: 0.0220 memory: 8198 grad_norm: 4.9478 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 1.9050 loss: 1.9050 2022/08/02 18:42:55 - mmengine - INFO - Epoch(train) [30][860/1879] lr: 1.0000e-02 eta: 1 day, 9:44:59 time: 0.2815 data_time: 0.0214 memory: 8198 grad_norm: 4.9145 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8181 loss: 1.8181 2022/08/02 18:43:01 - mmengine - INFO - Epoch(train) [30][880/1879] lr: 1.0000e-02 eta: 1 day, 9:44:54 time: 0.2856 data_time: 0.0228 memory: 8198 grad_norm: 4.9154 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8418 loss: 1.8418 2022/08/02 18:43:07 - mmengine - INFO - Epoch(train) [30][900/1879] lr: 1.0000e-02 eta: 1 day, 9:44:47 time: 0.2823 data_time: 0.0261 memory: 8198 grad_norm: 4.8777 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7091 loss: 1.7091 2022/08/02 18:43:12 - mmengine - INFO - Epoch(train) [30][920/1879] lr: 1.0000e-02 eta: 1 day, 9:44:42 time: 0.2867 data_time: 0.0222 memory: 8198 grad_norm: 4.9688 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9764 loss: 1.9764 2022/08/02 18:43:18 - mmengine - INFO - Epoch(train) [30][940/1879] lr: 1.0000e-02 eta: 1 day, 9:44:36 time: 0.2864 data_time: 0.0277 memory: 8198 grad_norm: 4.9296 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8973 loss: 1.8973 2022/08/02 18:43:24 - mmengine - INFO - Epoch(train) [30][960/1879] lr: 1.0000e-02 eta: 1 day, 9:44:30 time: 0.2832 data_time: 0.0283 memory: 8198 grad_norm: 4.8653 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9494 loss: 1.9494 2022/08/02 18:43:29 - mmengine - INFO - Epoch(train) [30][980/1879] lr: 1.0000e-02 eta: 1 day, 9:44:24 time: 0.2822 data_time: 0.0200 memory: 8198 grad_norm: 4.9008 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.9640 loss: 1.9640 2022/08/02 18:43:35 - mmengine - INFO - Epoch(train) [30][1000/1879] lr: 1.0000e-02 eta: 1 day, 9:44:18 time: 0.2856 data_time: 0.0208 memory: 8198 grad_norm: 4.7854 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7840 loss: 1.7840 2022/08/02 18:43:41 - mmengine - INFO - Epoch(train) [30][1020/1879] lr: 1.0000e-02 eta: 1 day, 9:44:13 time: 0.2851 data_time: 0.0232 memory: 8198 grad_norm: 5.0106 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7353 loss: 1.7353 2022/08/02 18:43:46 - mmengine - INFO - Epoch(train) [30][1040/1879] lr: 1.0000e-02 eta: 1 day, 9:44:06 time: 0.2828 data_time: 0.0218 memory: 8198 grad_norm: 4.8800 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7038 loss: 1.7038 2022/08/02 18:43:52 - mmengine - INFO - Epoch(train) [30][1060/1879] lr: 1.0000e-02 eta: 1 day, 9:44:00 time: 0.2828 data_time: 0.0206 memory: 8198 grad_norm: 4.8565 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9034 loss: 1.9034 2022/08/02 18:43:58 - mmengine - INFO - Epoch(train) [30][1080/1879] lr: 1.0000e-02 eta: 1 day, 9:43:55 time: 0.2860 data_time: 0.0242 memory: 8198 grad_norm: 4.9593 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.7256 loss: 1.7256 2022/08/02 18:44:03 - mmengine - INFO - Epoch(train) [30][1100/1879] lr: 1.0000e-02 eta: 1 day, 9:43:48 time: 0.2814 data_time: 0.0277 memory: 8198 grad_norm: 4.9973 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8243 loss: 1.8243 2022/08/02 18:44:09 - mmengine - INFO - Epoch(train) [30][1120/1879] lr: 1.0000e-02 eta: 1 day, 9:43:43 time: 0.2840 data_time: 0.0217 memory: 8198 grad_norm: 4.9299 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7680 loss: 1.7680 2022/08/02 18:44:15 - mmengine - INFO - Epoch(train) [30][1140/1879] lr: 1.0000e-02 eta: 1 day, 9:43:36 time: 0.2797 data_time: 0.0212 memory: 8198 grad_norm: 4.9130 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.8610 loss: 1.8610 2022/08/02 18:44:20 - mmengine - INFO - Epoch(train) [30][1160/1879] lr: 1.0000e-02 eta: 1 day, 9:43:30 time: 0.2850 data_time: 0.0235 memory: 8198 grad_norm: 4.9926 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9358 loss: 1.9358 2022/08/02 18:44:26 - mmengine - INFO - Epoch(train) [30][1180/1879] lr: 1.0000e-02 eta: 1 day, 9:43:24 time: 0.2845 data_time: 0.0262 memory: 8198 grad_norm: 4.8945 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8038 loss: 1.8038 2022/08/02 18:44:32 - mmengine - INFO - Epoch(train) [30][1200/1879] lr: 1.0000e-02 eta: 1 day, 9:43:19 time: 0.2851 data_time: 0.0267 memory: 8198 grad_norm: 4.7661 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7255 loss: 1.7255 2022/08/02 18:44:38 - mmengine - INFO - Epoch(train) [30][1220/1879] lr: 1.0000e-02 eta: 1 day, 9:43:13 time: 0.2837 data_time: 0.0213 memory: 8198 grad_norm: 4.8000 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9360 loss: 1.9360 2022/08/02 18:44:43 - mmengine - INFO - Epoch(train) [30][1240/1879] lr: 1.0000e-02 eta: 1 day, 9:43:06 time: 0.2802 data_time: 0.0221 memory: 8198 grad_norm: 4.8760 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8052 loss: 1.8052 2022/08/02 18:44:49 - mmengine - INFO - Epoch(train) [30][1260/1879] lr: 1.0000e-02 eta: 1 day, 9:43:00 time: 0.2849 data_time: 0.0253 memory: 8198 grad_norm: 4.8589 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9706 loss: 1.9706 2022/08/02 18:44:54 - mmengine - INFO - Epoch(train) [30][1280/1879] lr: 1.0000e-02 eta: 1 day, 9:42:54 time: 0.2802 data_time: 0.0205 memory: 8198 grad_norm: 4.9138 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7808 loss: 1.7808 2022/08/02 18:45:00 - mmengine - INFO - Epoch(train) [30][1300/1879] lr: 1.0000e-02 eta: 1 day, 9:42:48 time: 0.2826 data_time: 0.0280 memory: 8198 grad_norm: 4.8901 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8337 loss: 1.8337 2022/08/02 18:45:06 - mmengine - INFO - Epoch(train) [30][1320/1879] lr: 1.0000e-02 eta: 1 day, 9:42:42 time: 0.2857 data_time: 0.0242 memory: 8198 grad_norm: 5.0201 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8780 loss: 1.8780 2022/08/02 18:45:12 - mmengine - INFO - Epoch(train) [30][1340/1879] lr: 1.0000e-02 eta: 1 day, 9:42:36 time: 0.2855 data_time: 0.0219 memory: 8198 grad_norm: 4.9949 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8350 loss: 1.8350 2022/08/02 18:45:17 - mmengine - INFO - Epoch(train) [30][1360/1879] lr: 1.0000e-02 eta: 1 day, 9:42:30 time: 0.2818 data_time: 0.0204 memory: 8198 grad_norm: 4.8001 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8155 loss: 1.8155 2022/08/02 18:45:23 - mmengine - INFO - Epoch(train) [30][1380/1879] lr: 1.0000e-02 eta: 1 day, 9:42:24 time: 0.2833 data_time: 0.0207 memory: 8198 grad_norm: 4.8467 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7456 loss: 1.7456 2022/08/02 18:45:29 - mmengine - INFO - Epoch(train) [30][1400/1879] lr: 1.0000e-02 eta: 1 day, 9:42:18 time: 0.2843 data_time: 0.0243 memory: 8198 grad_norm: 4.9150 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8812 loss: 1.8812 2022/08/02 18:45:34 - mmengine - INFO - Epoch(train) [30][1420/1879] lr: 1.0000e-02 eta: 1 day, 9:42:12 time: 0.2842 data_time: 0.0251 memory: 8198 grad_norm: 4.8166 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8447 loss: 1.8447 2022/08/02 18:45:40 - mmengine - INFO - Epoch(train) [30][1440/1879] lr: 1.0000e-02 eta: 1 day, 9:42:07 time: 0.2892 data_time: 0.0248 memory: 8198 grad_norm: 4.8629 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 2.0577 loss: 2.0577 2022/08/02 18:45:46 - mmengine - INFO - Epoch(train) [30][1460/1879] lr: 1.0000e-02 eta: 1 day, 9:42:01 time: 0.2808 data_time: 0.0224 memory: 8198 grad_norm: 4.8367 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.8089 loss: 1.8089 2022/08/02 18:45:51 - mmengine - INFO - Epoch(train) [30][1480/1879] lr: 1.0000e-02 eta: 1 day, 9:41:55 time: 0.2871 data_time: 0.0251 memory: 8198 grad_norm: 5.0225 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8148 loss: 1.8148 2022/08/02 18:45:57 - mmengine - INFO - Epoch(train) [30][1500/1879] lr: 1.0000e-02 eta: 1 day, 9:41:48 time: 0.2778 data_time: 0.0214 memory: 8198 grad_norm: 5.0281 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8618 loss: 1.8618 2022/08/02 18:46:00 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:46:03 - mmengine - INFO - Epoch(train) [30][1520/1879] lr: 1.0000e-02 eta: 1 day, 9:41:42 time: 0.2808 data_time: 0.0243 memory: 8198 grad_norm: 4.7998 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8817 loss: 1.8817 2022/08/02 18:46:08 - mmengine - INFO - Epoch(train) [30][1540/1879] lr: 1.0000e-02 eta: 1 day, 9:41:36 time: 0.2839 data_time: 0.0220 memory: 8198 grad_norm: 4.9304 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0007 loss: 2.0007 2022/08/02 18:46:14 - mmengine - INFO - Epoch(train) [30][1560/1879] lr: 1.0000e-02 eta: 1 day, 9:41:31 time: 0.2897 data_time: 0.0236 memory: 8198 grad_norm: 4.9748 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9473 loss: 1.9473 2022/08/02 18:46:20 - mmengine - INFO - Epoch(train) [30][1580/1879] lr: 1.0000e-02 eta: 1 day, 9:41:26 time: 0.2933 data_time: 0.0225 memory: 8198 grad_norm: 4.8928 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.8993 loss: 1.8993 2022/08/02 18:46:26 - mmengine - INFO - Epoch(train) [30][1600/1879] lr: 1.0000e-02 eta: 1 day, 9:41:20 time: 0.2784 data_time: 0.0169 memory: 8198 grad_norm: 4.8137 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7467 loss: 1.7467 2022/08/02 18:46:31 - mmengine - INFO - Epoch(train) [30][1620/1879] lr: 1.0000e-02 eta: 1 day, 9:41:14 time: 0.2850 data_time: 0.0275 memory: 8198 grad_norm: 4.9379 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8998 loss: 1.8998 2022/08/02 18:46:37 - mmengine - INFO - Epoch(train) [30][1640/1879] lr: 1.0000e-02 eta: 1 day, 9:41:08 time: 0.2815 data_time: 0.0255 memory: 8198 grad_norm: 4.9307 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9946 loss: 1.9946 2022/08/02 18:46:43 - mmengine - INFO - Epoch(train) [30][1660/1879] lr: 1.0000e-02 eta: 1 day, 9:41:02 time: 0.2865 data_time: 0.0261 memory: 8198 grad_norm: 4.9475 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9795 loss: 1.9795 2022/08/02 18:46:48 - mmengine - INFO - Epoch(train) [30][1680/1879] lr: 1.0000e-02 eta: 1 day, 9:40:56 time: 0.2818 data_time: 0.0219 memory: 8198 grad_norm: 4.9005 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 2.0776 loss: 2.0776 2022/08/02 18:46:54 - mmengine - INFO - Epoch(train) [30][1700/1879] lr: 1.0000e-02 eta: 1 day, 9:40:50 time: 0.2851 data_time: 0.0217 memory: 8198 grad_norm: 4.7429 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7734 loss: 1.7734 2022/08/02 18:47:00 - mmengine - INFO - Epoch(train) [30][1720/1879] lr: 1.0000e-02 eta: 1 day, 9:40:44 time: 0.2844 data_time: 0.0226 memory: 8198 grad_norm: 4.8900 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9972 loss: 1.9972 2022/08/02 18:47:05 - mmengine - INFO - Epoch(train) [30][1740/1879] lr: 1.0000e-02 eta: 1 day, 9:40:39 time: 0.2879 data_time: 0.0248 memory: 8198 grad_norm: 4.8461 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9598 loss: 1.9598 2022/08/02 18:47:11 - mmengine - INFO - Epoch(train) [30][1760/1879] lr: 1.0000e-02 eta: 1 day, 9:40:33 time: 0.2844 data_time: 0.0210 memory: 8198 grad_norm: 4.9236 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8326 loss: 1.8326 2022/08/02 18:47:17 - mmengine - INFO - Epoch(train) [30][1780/1879] lr: 1.0000e-02 eta: 1 day, 9:40:27 time: 0.2817 data_time: 0.0246 memory: 8198 grad_norm: 4.8459 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9379 loss: 1.9379 2022/08/02 18:47:22 - mmengine - INFO - Epoch(train) [30][1800/1879] lr: 1.0000e-02 eta: 1 day, 9:40:21 time: 0.2862 data_time: 0.0208 memory: 8198 grad_norm: 4.8517 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.1175 loss: 2.1175 2022/08/02 18:47:28 - mmengine - INFO - Epoch(train) [30][1820/1879] lr: 1.0000e-02 eta: 1 day, 9:40:15 time: 0.2828 data_time: 0.0259 memory: 8198 grad_norm: 4.9752 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8359 loss: 1.8359 2022/08/02 18:47:34 - mmengine - INFO - Epoch(train) [30][1840/1879] lr: 1.0000e-02 eta: 1 day, 9:40:09 time: 0.2825 data_time: 0.0229 memory: 8198 grad_norm: 4.7969 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0475 loss: 2.0475 2022/08/02 18:47:40 - mmengine - INFO - Epoch(train) [30][1860/1879] lr: 1.0000e-02 eta: 1 day, 9:40:04 time: 0.2925 data_time: 0.0233 memory: 8198 grad_norm: 4.7152 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6884 loss: 1.6884 2022/08/02 18:47:44 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:47:44 - mmengine - INFO - Epoch(train) [30][1879/1879] lr: 1.0000e-02 eta: 1 day, 9:40:04 time: 0.2526 data_time: 0.0161 memory: 8198 grad_norm: 5.0258 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.7778 loss: 1.7778 2022/08/02 18:47:51 - mmengine - INFO - Epoch(val) [30][20/155] eta: 0:00:43 time: 0.3232 data_time: 0.2332 memory: 1514 2022/08/02 18:47:55 - mmengine - INFO - Epoch(val) [30][40/155] eta: 0:00:26 time: 0.2262 data_time: 0.1400 memory: 1514 2022/08/02 18:48:01 - mmengine - INFO - Epoch(val) [30][60/155] eta: 0:00:28 time: 0.3015 data_time: 0.2149 memory: 1514 2022/08/02 18:48:06 - mmengine - INFO - Epoch(val) [30][80/155] eta: 0:00:17 time: 0.2361 data_time: 0.1490 memory: 1514 2022/08/02 18:48:12 - mmengine - INFO - Epoch(val) [30][100/155] eta: 0:00:16 time: 0.2982 data_time: 0.2074 memory: 1514 2022/08/02 18:48:17 - mmengine - INFO - Epoch(val) [30][120/155] eta: 0:00:07 time: 0.2201 data_time: 0.1351 memory: 1514 2022/08/02 18:48:23 - mmengine - INFO - Epoch(val) [30][140/155] eta: 0:00:04 time: 0.3056 data_time: 0.2190 memory: 1514 2022/08/02 18:48:28 - mmengine - INFO - Epoch(val) [30][155/155] acc/top1: 0.6216 acc/top5: 0.8393 acc/mean1: 0.6214 2022/08/02 18:48:28 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb/best_acc/top1_epoch_26.pth is removed 2022/08/02 18:48:30 - mmengine - INFO - The best checkpoint with 0.6216 acc/top1 at 31 epoch is saved to best_acc/top1_epoch_31.pth. 2022/08/02 18:48:38 - mmengine - INFO - Epoch(train) [31][20/1879] lr: 1.0000e-02 eta: 1 day, 9:39:27 time: 0.3823 data_time: 0.1223 memory: 8198 grad_norm: 4.8718 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8068 loss: 1.8068 2022/08/02 18:48:43 - mmengine - INFO - Epoch(train) [31][40/1879] lr: 1.0000e-02 eta: 1 day, 9:39:20 time: 0.2768 data_time: 0.0160 memory: 8198 grad_norm: 4.9851 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6045 loss: 1.6045 2022/08/02 18:48:49 - mmengine - INFO - Epoch(train) [31][60/1879] lr: 1.0000e-02 eta: 1 day, 9:39:14 time: 0.2854 data_time: 0.0265 memory: 8198 grad_norm: 4.8532 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6381 loss: 1.6381 2022/08/02 18:48:54 - mmengine - INFO - Epoch(train) [31][80/1879] lr: 1.0000e-02 eta: 1 day, 9:39:08 time: 0.2797 data_time: 0.0185 memory: 8198 grad_norm: 4.8418 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8090 loss: 1.8090 2022/08/02 18:49:00 - mmengine - INFO - Epoch(train) [31][100/1879] lr: 1.0000e-02 eta: 1 day, 9:39:02 time: 0.2842 data_time: 0.0223 memory: 8198 grad_norm: 4.7917 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7213 loss: 1.7213 2022/08/02 18:49:06 - mmengine - INFO - Epoch(train) [31][120/1879] lr: 1.0000e-02 eta: 1 day, 9:38:56 time: 0.2832 data_time: 0.0255 memory: 8198 grad_norm: 4.7804 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0453 loss: 2.0453 2022/08/02 18:49:12 - mmengine - INFO - Epoch(train) [31][140/1879] lr: 1.0000e-02 eta: 1 day, 9:38:51 time: 0.2937 data_time: 0.0211 memory: 8198 grad_norm: 4.8670 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8748 loss: 1.8748 2022/08/02 18:49:17 - mmengine - INFO - Epoch(train) [31][160/1879] lr: 1.0000e-02 eta: 1 day, 9:38:45 time: 0.2843 data_time: 0.0241 memory: 8198 grad_norm: 4.7807 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8156 loss: 1.8156 2022/08/02 18:49:23 - mmengine - INFO - Epoch(train) [31][180/1879] lr: 1.0000e-02 eta: 1 day, 9:38:40 time: 0.2876 data_time: 0.0310 memory: 8198 grad_norm: 4.9206 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8111 loss: 1.8111 2022/08/02 18:49:29 - mmengine - INFO - Epoch(train) [31][200/1879] lr: 1.0000e-02 eta: 1 day, 9:38:37 time: 0.3003 data_time: 0.0238 memory: 8198 grad_norm: 5.0209 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7480 loss: 1.7480 2022/08/02 18:49:35 - mmengine - INFO - Epoch(train) [31][220/1879] lr: 1.0000e-02 eta: 1 day, 9:38:30 time: 0.2791 data_time: 0.0248 memory: 8198 grad_norm: 4.9109 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8176 loss: 1.8176 2022/08/02 18:49:40 - mmengine - INFO - Epoch(train) [31][240/1879] lr: 1.0000e-02 eta: 1 day, 9:38:24 time: 0.2831 data_time: 0.0286 memory: 8198 grad_norm: 4.9386 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9897 loss: 1.9897 2022/08/02 18:49:46 - mmengine - INFO - Epoch(train) [31][260/1879] lr: 1.0000e-02 eta: 1 day, 9:38:18 time: 0.2815 data_time: 0.0205 memory: 8198 grad_norm: 4.8531 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7227 loss: 1.7227 2022/08/02 18:49:52 - mmengine - INFO - Epoch(train) [31][280/1879] lr: 1.0000e-02 eta: 1 day, 9:38:13 time: 0.2920 data_time: 0.0210 memory: 8198 grad_norm: 4.9269 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.7581 loss: 1.7581 2022/08/02 18:49:57 - mmengine - INFO - Epoch(train) [31][300/1879] lr: 1.0000e-02 eta: 1 day, 9:38:07 time: 0.2821 data_time: 0.0223 memory: 8198 grad_norm: 4.8983 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8381 loss: 1.8381 2022/08/02 18:50:03 - mmengine - INFO - Epoch(train) [31][320/1879] lr: 1.0000e-02 eta: 1 day, 9:38:01 time: 0.2828 data_time: 0.0230 memory: 8198 grad_norm: 4.9097 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.7708 loss: 1.7708 2022/08/02 18:50:09 - mmengine - INFO - Epoch(train) [31][340/1879] lr: 1.0000e-02 eta: 1 day, 9:37:56 time: 0.2898 data_time: 0.0236 memory: 8198 grad_norm: 4.7746 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7259 loss: 1.7259 2022/08/02 18:50:15 - mmengine - INFO - Epoch(train) [31][360/1879] lr: 1.0000e-02 eta: 1 day, 9:37:50 time: 0.2875 data_time: 0.0227 memory: 8198 grad_norm: 4.8607 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.7267 loss: 1.7267 2022/08/02 18:50:20 - mmengine - INFO - Epoch(train) [31][380/1879] lr: 1.0000e-02 eta: 1 day, 9:37:44 time: 0.2830 data_time: 0.0263 memory: 8198 grad_norm: 5.0073 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6204 loss: 1.6204 2022/08/02 18:50:26 - mmengine - INFO - Epoch(train) [31][400/1879] lr: 1.0000e-02 eta: 1 day, 9:37:38 time: 0.2842 data_time: 0.0247 memory: 8198 grad_norm: 4.9383 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7685 loss: 1.7685 2022/08/02 18:50:32 - mmengine - INFO - Epoch(train) [31][420/1879] lr: 1.0000e-02 eta: 1 day, 9:37:32 time: 0.2843 data_time: 0.0265 memory: 8198 grad_norm: 5.0086 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7670 loss: 1.7670 2022/08/02 18:50:37 - mmengine - INFO - Epoch(train) [31][440/1879] lr: 1.0000e-02 eta: 1 day, 9:37:26 time: 0.2785 data_time: 0.0197 memory: 8198 grad_norm: 4.8958 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8929 loss: 1.8929 2022/08/02 18:50:43 - mmengine - INFO - Epoch(train) [31][460/1879] lr: 1.0000e-02 eta: 1 day, 9:37:20 time: 0.2844 data_time: 0.0248 memory: 8198 grad_norm: 4.9531 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.8695 loss: 1.8695 2022/08/02 18:50:49 - mmengine - INFO - Epoch(train) [31][480/1879] lr: 1.0000e-02 eta: 1 day, 9:37:13 time: 0.2808 data_time: 0.0228 memory: 8198 grad_norm: 5.0253 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7935 loss: 1.7935 2022/08/02 18:50:54 - mmengine - INFO - Epoch(train) [31][500/1879] lr: 1.0000e-02 eta: 1 day, 9:37:07 time: 0.2819 data_time: 0.0264 memory: 8198 grad_norm: 4.9988 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6908 loss: 1.6908 2022/08/02 18:51:00 - mmengine - INFO - Epoch(train) [31][520/1879] lr: 1.0000e-02 eta: 1 day, 9:37:01 time: 0.2810 data_time: 0.0254 memory: 8198 grad_norm: 5.0314 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7110 loss: 1.7110 2022/08/02 18:51:06 - mmengine - INFO - Epoch(train) [31][540/1879] lr: 1.0000e-02 eta: 1 day, 9:36:55 time: 0.2821 data_time: 0.0256 memory: 8198 grad_norm: 4.8724 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8979 loss: 1.8979 2022/08/02 18:51:11 - mmengine - INFO - Epoch(train) [31][560/1879] lr: 1.0000e-02 eta: 1 day, 9:36:48 time: 0.2813 data_time: 0.0251 memory: 8198 grad_norm: 4.9653 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6933 loss: 1.6933 2022/08/02 18:51:17 - mmengine - INFO - Epoch(train) [31][580/1879] lr: 1.0000e-02 eta: 1 day, 9:36:42 time: 0.2831 data_time: 0.0215 memory: 8198 grad_norm: 5.1201 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9407 loss: 1.9407 2022/08/02 18:51:23 - mmengine - INFO - Epoch(train) [31][600/1879] lr: 1.0000e-02 eta: 1 day, 9:36:37 time: 0.2867 data_time: 0.0262 memory: 8198 grad_norm: 4.9666 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9584 loss: 1.9584 2022/08/02 18:51:28 - mmengine - INFO - Epoch(train) [31][620/1879] lr: 1.0000e-02 eta: 1 day, 9:36:32 time: 0.2932 data_time: 0.0243 memory: 8198 grad_norm: 4.8424 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8543 loss: 1.8543 2022/08/02 18:51:31 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:51:34 - mmengine - INFO - Epoch(train) [31][640/1879] lr: 1.0000e-02 eta: 1 day, 9:36:26 time: 0.2809 data_time: 0.0193 memory: 8198 grad_norm: 5.0198 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8849 loss: 1.8849 2022/08/02 18:51:40 - mmengine - INFO - Epoch(train) [31][660/1879] lr: 1.0000e-02 eta: 1 day, 9:36:21 time: 0.2897 data_time: 0.0229 memory: 8198 grad_norm: 4.9456 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9796 loss: 1.9796 2022/08/02 18:51:45 - mmengine - INFO - Epoch(train) [31][680/1879] lr: 1.0000e-02 eta: 1 day, 9:36:14 time: 0.2773 data_time: 0.0208 memory: 8198 grad_norm: 4.8667 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8487 loss: 1.8487 2022/08/02 18:51:51 - mmengine - INFO - Epoch(train) [31][700/1879] lr: 1.0000e-02 eta: 1 day, 9:36:09 time: 0.2890 data_time: 0.0219 memory: 8198 grad_norm: 4.8878 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6747 loss: 1.6747 2022/08/02 18:51:57 - mmengine - INFO - Epoch(train) [31][720/1879] lr: 1.0000e-02 eta: 1 day, 9:36:03 time: 0.2815 data_time: 0.0214 memory: 8198 grad_norm: 4.8926 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7237 loss: 1.7237 2022/08/02 18:52:03 - mmengine - INFO - Epoch(train) [31][740/1879] lr: 1.0000e-02 eta: 1 day, 9:35:59 time: 0.2993 data_time: 0.0268 memory: 8198 grad_norm: 4.9342 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.8200 loss: 1.8200 2022/08/02 18:52:08 - mmengine - INFO - Epoch(train) [31][760/1879] lr: 1.0000e-02 eta: 1 day, 9:35:53 time: 0.2816 data_time: 0.0200 memory: 8198 grad_norm: 5.0201 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9273 loss: 1.9273 2022/08/02 18:52:14 - mmengine - INFO - Epoch(train) [31][780/1879] lr: 1.0000e-02 eta: 1 day, 9:35:47 time: 0.2856 data_time: 0.0266 memory: 8198 grad_norm: 5.0076 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9334 loss: 1.9334 2022/08/02 18:52:20 - mmengine - INFO - Epoch(train) [31][800/1879] lr: 1.0000e-02 eta: 1 day, 9:35:41 time: 0.2823 data_time: 0.0211 memory: 8198 grad_norm: 4.8518 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 1.9567 loss: 1.9567 2022/08/02 18:52:26 - mmengine - INFO - Epoch(train) [31][820/1879] lr: 1.0000e-02 eta: 1 day, 9:35:35 time: 0.2834 data_time: 0.0254 memory: 8198 grad_norm: 4.8368 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9421 loss: 1.9421 2022/08/02 18:52:31 - mmengine - INFO - Epoch(train) [31][840/1879] lr: 1.0000e-02 eta: 1 day, 9:35:29 time: 0.2853 data_time: 0.0212 memory: 8198 grad_norm: 4.9768 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8656 loss: 1.8656 2022/08/02 18:52:37 - mmengine - INFO - Epoch(train) [31][860/1879] lr: 1.0000e-02 eta: 1 day, 9:35:23 time: 0.2796 data_time: 0.0203 memory: 8198 grad_norm: 4.8397 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9087 loss: 1.9087 2022/08/02 18:52:43 - mmengine - INFO - Epoch(train) [31][880/1879] lr: 1.0000e-02 eta: 1 day, 9:35:19 time: 0.2995 data_time: 0.0435 memory: 8198 grad_norm: 4.8506 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8334 loss: 1.8334 2022/08/02 18:52:49 - mmengine - INFO - Epoch(train) [31][900/1879] lr: 1.0000e-02 eta: 1 day, 9:35:14 time: 0.2891 data_time: 0.0208 memory: 8198 grad_norm: 4.8540 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7877 loss: 1.7877 2022/08/02 18:52:54 - mmengine - INFO - Epoch(train) [31][920/1879] lr: 1.0000e-02 eta: 1 day, 9:35:07 time: 0.2801 data_time: 0.0178 memory: 8198 grad_norm: 4.8954 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8405 loss: 1.8405 2022/08/02 18:53:00 - mmengine - INFO - Epoch(train) [31][940/1879] lr: 1.0000e-02 eta: 1 day, 9:35:02 time: 0.2860 data_time: 0.0228 memory: 8198 grad_norm: 5.0391 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7786 loss: 1.7786 2022/08/02 18:53:06 - mmengine - INFO - Epoch(train) [31][960/1879] lr: 1.0000e-02 eta: 1 day, 9:34:55 time: 0.2786 data_time: 0.0233 memory: 8198 grad_norm: 4.9975 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0446 loss: 2.0446 2022/08/02 18:53:11 - mmengine - INFO - Epoch(train) [31][980/1879] lr: 1.0000e-02 eta: 1 day, 9:34:49 time: 0.2826 data_time: 0.0238 memory: 8198 grad_norm: 4.9936 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7474 loss: 1.7474 2022/08/02 18:53:17 - mmengine - INFO - Epoch(train) [31][1000/1879] lr: 1.0000e-02 eta: 1 day, 9:34:43 time: 0.2813 data_time: 0.0274 memory: 8198 grad_norm: 4.9541 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9681 loss: 1.9681 2022/08/02 18:53:23 - mmengine - INFO - Epoch(train) [31][1020/1879] lr: 1.0000e-02 eta: 1 day, 9:34:37 time: 0.2846 data_time: 0.0250 memory: 8198 grad_norm: 5.0215 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.9900 loss: 1.9900 2022/08/02 18:53:28 - mmengine - INFO - Epoch(train) [31][1040/1879] lr: 1.0000e-02 eta: 1 day, 9:34:30 time: 0.2787 data_time: 0.0213 memory: 8198 grad_norm: 4.8585 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7582 loss: 1.7582 2022/08/02 18:53:34 - mmengine - INFO - Epoch(train) [31][1060/1879] lr: 1.0000e-02 eta: 1 day, 9:34:24 time: 0.2838 data_time: 0.0249 memory: 8198 grad_norm: 4.8760 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9916 loss: 1.9916 2022/08/02 18:53:39 - mmengine - INFO - Epoch(train) [31][1080/1879] lr: 1.0000e-02 eta: 1 day, 9:34:18 time: 0.2819 data_time: 0.0210 memory: 8198 grad_norm: 4.8179 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.6945 loss: 1.6945 2022/08/02 18:53:45 - mmengine - INFO - Epoch(train) [31][1100/1879] lr: 1.0000e-02 eta: 1 day, 9:34:12 time: 0.2856 data_time: 0.0252 memory: 8198 grad_norm: 4.7722 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8450 loss: 1.8450 2022/08/02 18:53:51 - mmengine - INFO - Epoch(train) [31][1120/1879] lr: 1.0000e-02 eta: 1 day, 9:34:07 time: 0.2913 data_time: 0.0294 memory: 8198 grad_norm: 4.9336 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7394 loss: 1.7394 2022/08/02 18:53:57 - mmengine - INFO - Epoch(train) [31][1140/1879] lr: 1.0000e-02 eta: 1 day, 9:34:01 time: 0.2827 data_time: 0.0198 memory: 8198 grad_norm: 4.8749 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7632 loss: 1.7632 2022/08/02 18:54:02 - mmengine - INFO - Epoch(train) [31][1160/1879] lr: 1.0000e-02 eta: 1 day, 9:33:56 time: 0.2881 data_time: 0.0299 memory: 8198 grad_norm: 5.0107 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6907 loss: 1.6907 2022/08/02 18:54:08 - mmengine - INFO - Epoch(train) [31][1180/1879] lr: 1.0000e-02 eta: 1 day, 9:33:50 time: 0.2800 data_time: 0.0247 memory: 8198 grad_norm: 4.7818 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7655 loss: 1.7655 2022/08/02 18:54:14 - mmengine - INFO - Epoch(train) [31][1200/1879] lr: 1.0000e-02 eta: 1 day, 9:33:43 time: 0.2827 data_time: 0.0239 memory: 8198 grad_norm: 4.8746 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7042 loss: 1.7042 2022/08/02 18:54:19 - mmengine - INFO - Epoch(train) [31][1220/1879] lr: 1.0000e-02 eta: 1 day, 9:33:38 time: 0.2899 data_time: 0.0242 memory: 8198 grad_norm: 4.8273 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7613 loss: 1.7613 2022/08/02 18:54:25 - mmengine - INFO - Epoch(train) [31][1240/1879] lr: 1.0000e-02 eta: 1 day, 9:33:32 time: 0.2830 data_time: 0.0238 memory: 8198 grad_norm: 4.9238 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7738 loss: 1.7738 2022/08/02 18:54:31 - mmengine - INFO - Epoch(train) [31][1260/1879] lr: 1.0000e-02 eta: 1 day, 9:33:26 time: 0.2818 data_time: 0.0236 memory: 8198 grad_norm: 5.0043 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0948 loss: 2.0948 2022/08/02 18:54:36 - mmengine - INFO - Epoch(train) [31][1280/1879] lr: 1.0000e-02 eta: 1 day, 9:33:20 time: 0.2822 data_time: 0.0212 memory: 8198 grad_norm: 4.9167 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0211 loss: 2.0211 2022/08/02 18:54:42 - mmengine - INFO - Epoch(train) [31][1300/1879] lr: 1.0000e-02 eta: 1 day, 9:33:14 time: 0.2842 data_time: 0.0234 memory: 8198 grad_norm: 5.0093 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9161 loss: 1.9161 2022/08/02 18:54:48 - mmengine - INFO - Epoch(train) [31][1320/1879] lr: 1.0000e-02 eta: 1 day, 9:33:08 time: 0.2803 data_time: 0.0276 memory: 8198 grad_norm: 5.0116 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8355 loss: 1.8355 2022/08/02 18:54:53 - mmengine - INFO - Epoch(train) [31][1340/1879] lr: 1.0000e-02 eta: 1 day, 9:33:02 time: 0.2844 data_time: 0.0252 memory: 8198 grad_norm: 4.9525 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6208 loss: 1.6208 2022/08/02 18:54:59 - mmengine - INFO - Epoch(train) [31][1360/1879] lr: 1.0000e-02 eta: 1 day, 9:32:56 time: 0.2825 data_time: 0.0201 memory: 8198 grad_norm: 5.0697 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 2.0607 loss: 2.0607 2022/08/02 18:55:05 - mmengine - INFO - Epoch(train) [31][1380/1879] lr: 1.0000e-02 eta: 1 day, 9:32:49 time: 0.2810 data_time: 0.0246 memory: 8198 grad_norm: 4.8844 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9534 loss: 1.9534 2022/08/02 18:55:11 - mmengine - INFO - Epoch(train) [31][1400/1879] lr: 1.0000e-02 eta: 1 day, 9:32:45 time: 0.2924 data_time: 0.0213 memory: 8198 grad_norm: 5.0072 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9761 loss: 1.9761 2022/08/02 18:55:16 - mmengine - INFO - Epoch(train) [31][1420/1879] lr: 1.0000e-02 eta: 1 day, 9:32:38 time: 0.2804 data_time: 0.0206 memory: 8198 grad_norm: 4.9184 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8401 loss: 1.8401 2022/08/02 18:55:22 - mmengine - INFO - Epoch(train) [31][1440/1879] lr: 1.0000e-02 eta: 1 day, 9:32:34 time: 0.2955 data_time: 0.0196 memory: 8198 grad_norm: 4.9331 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9946 loss: 1.9946 2022/08/02 18:55:28 - mmengine - INFO - Epoch(train) [31][1460/1879] lr: 1.0000e-02 eta: 1 day, 9:32:27 time: 0.2793 data_time: 0.0210 memory: 8198 grad_norm: 4.9601 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7405 loss: 1.7405 2022/08/02 18:55:33 - mmengine - INFO - Epoch(train) [31][1480/1879] lr: 1.0000e-02 eta: 1 day, 9:32:22 time: 0.2856 data_time: 0.0297 memory: 8198 grad_norm: 4.9901 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5787 loss: 1.5787 2022/08/02 18:55:40 - mmengine - INFO - Epoch(train) [31][1500/1879] lr: 1.0000e-02 eta: 1 day, 9:32:21 time: 0.3157 data_time: 0.0267 memory: 8198 grad_norm: 5.0252 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8425 loss: 1.8425 2022/08/02 18:55:45 - mmengine - INFO - Epoch(train) [31][1520/1879] lr: 1.0000e-02 eta: 1 day, 9:32:14 time: 0.2786 data_time: 0.0187 memory: 8198 grad_norm: 4.9486 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9371 loss: 1.9371 2022/08/02 18:55:51 - mmengine - INFO - Epoch(train) [31][1540/1879] lr: 1.0000e-02 eta: 1 day, 9:32:08 time: 0.2829 data_time: 0.0227 memory: 8198 grad_norm: 4.7993 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9647 loss: 1.9647 2022/08/02 18:55:57 - mmengine - INFO - Epoch(train) [31][1560/1879] lr: 1.0000e-02 eta: 1 day, 9:32:02 time: 0.2817 data_time: 0.0211 memory: 8198 grad_norm: 4.7991 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7487 loss: 1.7487 2022/08/02 18:56:02 - mmengine - INFO - Epoch(train) [31][1580/1879] lr: 1.0000e-02 eta: 1 day, 9:31:55 time: 0.2819 data_time: 0.0252 memory: 8198 grad_norm: 4.8238 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8469 loss: 1.8469 2022/08/02 18:56:08 - mmengine - INFO - Epoch(train) [31][1600/1879] lr: 1.0000e-02 eta: 1 day, 9:31:49 time: 0.2795 data_time: 0.0216 memory: 8198 grad_norm: 4.9629 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9487 loss: 1.9487 2022/08/02 18:56:14 - mmengine - INFO - Epoch(train) [31][1620/1879] lr: 1.0000e-02 eta: 1 day, 9:31:43 time: 0.2841 data_time: 0.0237 memory: 8198 grad_norm: 4.7268 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6696 loss: 1.6696 2022/08/02 18:56:16 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:56:19 - mmengine - INFO - Epoch(train) [31][1640/1879] lr: 1.0000e-02 eta: 1 day, 9:31:38 time: 0.2931 data_time: 0.0356 memory: 8198 grad_norm: 4.9125 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9686 loss: 1.9686 2022/08/02 18:56:25 - mmengine - INFO - Epoch(train) [31][1660/1879] lr: 1.0000e-02 eta: 1 day, 9:31:32 time: 0.2784 data_time: 0.0224 memory: 8198 grad_norm: 4.8067 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7716 loss: 1.7716 2022/08/02 18:56:31 - mmengine - INFO - Epoch(train) [31][1680/1879] lr: 1.0000e-02 eta: 1 day, 9:31:26 time: 0.2827 data_time: 0.0272 memory: 8198 grad_norm: 4.9210 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8411 loss: 1.8411 2022/08/02 18:56:36 - mmengine - INFO - Epoch(train) [31][1700/1879] lr: 1.0000e-02 eta: 1 day, 9:31:20 time: 0.2848 data_time: 0.0300 memory: 8198 grad_norm: 4.7528 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7902 loss: 1.7902 2022/08/02 18:56:42 - mmengine - INFO - Epoch(train) [31][1720/1879] lr: 1.0000e-02 eta: 1 day, 9:31:14 time: 0.2861 data_time: 0.0226 memory: 8198 grad_norm: 4.9762 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8373 loss: 1.8373 2022/08/02 18:56:48 - mmengine - INFO - Epoch(train) [31][1740/1879] lr: 1.0000e-02 eta: 1 day, 9:31:08 time: 0.2828 data_time: 0.0272 memory: 8198 grad_norm: 4.9967 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0789 loss: 2.0789 2022/08/02 18:56:53 - mmengine - INFO - Epoch(train) [31][1760/1879] lr: 1.0000e-02 eta: 1 day, 9:31:02 time: 0.2808 data_time: 0.0281 memory: 8198 grad_norm: 4.8113 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7597 loss: 1.7597 2022/08/02 18:56:59 - mmengine - INFO - Epoch(train) [31][1780/1879] lr: 1.0000e-02 eta: 1 day, 9:30:57 time: 0.2953 data_time: 0.0214 memory: 8198 grad_norm: 4.9891 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8654 loss: 1.8654 2022/08/02 18:57:05 - mmengine - INFO - Epoch(train) [31][1800/1879] lr: 1.0000e-02 eta: 1 day, 9:30:51 time: 0.2792 data_time: 0.0174 memory: 8198 grad_norm: 4.9792 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8163 loss: 1.8163 2022/08/02 18:57:11 - mmengine - INFO - Epoch(train) [31][1820/1879] lr: 1.0000e-02 eta: 1 day, 9:30:46 time: 0.2880 data_time: 0.0273 memory: 8198 grad_norm: 4.8531 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.8784 loss: 1.8784 2022/08/02 18:57:16 - mmengine - INFO - Epoch(train) [31][1840/1879] lr: 1.0000e-02 eta: 1 day, 9:30:39 time: 0.2817 data_time: 0.0221 memory: 8198 grad_norm: 4.8620 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9530 loss: 1.9530 2022/08/02 18:57:22 - mmengine - INFO - Epoch(train) [31][1860/1879] lr: 1.0000e-02 eta: 1 day, 9:30:35 time: 0.2976 data_time: 0.0227 memory: 8198 grad_norm: 5.0070 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9181 loss: 1.9181 2022/08/02 18:57:27 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 18:57:27 - mmengine - INFO - Epoch(train) [31][1879/1879] lr: 1.0000e-02 eta: 1 day, 9:30:35 time: 0.2517 data_time: 0.0158 memory: 8198 grad_norm: 4.9000 top1_acc: 0.7143 top5_acc: 0.8571 loss_cls: 1.7842 loss: 1.7842 2022/08/02 18:57:35 - mmengine - INFO - Epoch(train) [32][20/1879] lr: 1.0000e-02 eta: 1 day, 9:30:02 time: 0.4064 data_time: 0.1145 memory: 8198 grad_norm: 4.7968 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.5493 loss: 1.5493 2022/08/02 18:57:41 - mmengine - INFO - Epoch(train) [32][40/1879] lr: 1.0000e-02 eta: 1 day, 9:29:59 time: 0.3013 data_time: 0.0216 memory: 8198 grad_norm: 4.9549 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7161 loss: 1.7161 2022/08/02 18:57:47 - mmengine - INFO - Epoch(train) [32][60/1879] lr: 1.0000e-02 eta: 1 day, 9:29:53 time: 0.2835 data_time: 0.0220 memory: 8198 grad_norm: 4.8316 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7616 loss: 1.7616 2022/08/02 18:57:52 - mmengine - INFO - Epoch(train) [32][80/1879] lr: 1.0000e-02 eta: 1 day, 9:29:47 time: 0.2788 data_time: 0.0241 memory: 8198 grad_norm: 4.9773 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7245 loss: 1.7245 2022/08/02 18:57:58 - mmengine - INFO - Epoch(train) [32][100/1879] lr: 1.0000e-02 eta: 1 day, 9:29:40 time: 0.2811 data_time: 0.0223 memory: 8198 grad_norm: 4.9450 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7079 loss: 1.7079 2022/08/02 18:58:04 - mmengine - INFO - Epoch(train) [32][120/1879] lr: 1.0000e-02 eta: 1 day, 9:29:34 time: 0.2826 data_time: 0.0195 memory: 8198 grad_norm: 4.9216 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0812 loss: 2.0812 2022/08/02 18:58:09 - mmengine - INFO - Epoch(train) [32][140/1879] lr: 1.0000e-02 eta: 1 day, 9:29:28 time: 0.2823 data_time: 0.0216 memory: 8198 grad_norm: 4.8322 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6719 loss: 1.6719 2022/08/02 18:58:15 - mmengine - INFO - Epoch(train) [32][160/1879] lr: 1.0000e-02 eta: 1 day, 9:29:22 time: 0.2837 data_time: 0.0280 memory: 8198 grad_norm: 5.0135 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7250 loss: 1.7250 2022/08/02 18:58:21 - mmengine - INFO - Epoch(train) [32][180/1879] lr: 1.0000e-02 eta: 1 day, 9:29:18 time: 0.2956 data_time: 0.0212 memory: 8198 grad_norm: 5.0483 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9882 loss: 1.9882 2022/08/02 18:58:27 - mmengine - INFO - Epoch(train) [32][200/1879] lr: 1.0000e-02 eta: 1 day, 9:29:11 time: 0.2807 data_time: 0.0173 memory: 8198 grad_norm: 4.7588 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6785 loss: 1.6785 2022/08/02 18:58:32 - mmengine - INFO - Epoch(train) [32][220/1879] lr: 1.0000e-02 eta: 1 day, 9:29:06 time: 0.2866 data_time: 0.0222 memory: 8198 grad_norm: 4.8415 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8514 loss: 1.8514 2022/08/02 18:58:38 - mmengine - INFO - Epoch(train) [32][240/1879] lr: 1.0000e-02 eta: 1 day, 9:28:59 time: 0.2802 data_time: 0.0195 memory: 8198 grad_norm: 4.8973 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9721 loss: 1.9721 2022/08/02 18:58:44 - mmengine - INFO - Epoch(train) [32][260/1879] lr: 1.0000e-02 eta: 1 day, 9:28:54 time: 0.2848 data_time: 0.0230 memory: 8198 grad_norm: 4.7980 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7521 loss: 1.7521 2022/08/02 18:58:49 - mmengine - INFO - Epoch(train) [32][280/1879] lr: 1.0000e-02 eta: 1 day, 9:28:48 time: 0.2830 data_time: 0.0227 memory: 8198 grad_norm: 4.8447 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.9429 loss: 1.9429 2022/08/02 18:58:55 - mmengine - INFO - Epoch(train) [32][300/1879] lr: 1.0000e-02 eta: 1 day, 9:28:42 time: 0.2875 data_time: 0.0197 memory: 8198 grad_norm: 5.0698 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8287 loss: 1.8287 2022/08/02 18:59:01 - mmengine - INFO - Epoch(train) [32][320/1879] lr: 1.0000e-02 eta: 1 day, 9:28:39 time: 0.2999 data_time: 0.0178 memory: 8198 grad_norm: 4.9663 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8219 loss: 1.8219 2022/08/02 18:59:07 - mmengine - INFO - Epoch(train) [32][340/1879] lr: 1.0000e-02 eta: 1 day, 9:28:32 time: 0.2798 data_time: 0.0227 memory: 8198 grad_norm: 4.8979 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8155 loss: 1.8155 2022/08/02 18:59:13 - mmengine - INFO - Epoch(train) [32][360/1879] lr: 1.0000e-02 eta: 1 day, 9:28:27 time: 0.2879 data_time: 0.0228 memory: 8198 grad_norm: 4.8881 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8441 loss: 1.8441 2022/08/02 18:59:18 - mmengine - INFO - Epoch(train) [32][380/1879] lr: 1.0000e-02 eta: 1 day, 9:28:21 time: 0.2834 data_time: 0.0225 memory: 8198 grad_norm: 4.9569 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8696 loss: 1.8696 2022/08/02 18:59:24 - mmengine - INFO - Epoch(train) [32][400/1879] lr: 1.0000e-02 eta: 1 day, 9:28:16 time: 0.2901 data_time: 0.0185 memory: 8198 grad_norm: 5.0329 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0586 loss: 2.0586 2022/08/02 18:59:30 - mmengine - INFO - Epoch(train) [32][420/1879] lr: 1.0000e-02 eta: 1 day, 9:28:11 time: 0.2905 data_time: 0.0282 memory: 8198 grad_norm: 5.0703 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.9000 loss: 1.9000 2022/08/02 18:59:35 - mmengine - INFO - Epoch(train) [32][440/1879] lr: 1.0000e-02 eta: 1 day, 9:28:05 time: 0.2826 data_time: 0.0245 memory: 8198 grad_norm: 4.9058 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7578 loss: 1.7578 2022/08/02 18:59:41 - mmengine - INFO - Epoch(train) [32][460/1879] lr: 1.0000e-02 eta: 1 day, 9:28:00 time: 0.2894 data_time: 0.0219 memory: 8198 grad_norm: 4.8320 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8278 loss: 1.8278 2022/08/02 18:59:47 - mmengine - INFO - Epoch(train) [32][480/1879] lr: 1.0000e-02 eta: 1 day, 9:27:54 time: 0.2841 data_time: 0.0227 memory: 8198 grad_norm: 4.8962 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5655 loss: 1.5655 2022/08/02 18:59:53 - mmengine - INFO - Epoch(train) [32][500/1879] lr: 1.0000e-02 eta: 1 day, 9:27:48 time: 0.2845 data_time: 0.0241 memory: 8198 grad_norm: 4.9404 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8185 loss: 1.8185 2022/08/02 18:59:58 - mmengine - INFO - Epoch(train) [32][520/1879] lr: 1.0000e-02 eta: 1 day, 9:27:41 time: 0.2794 data_time: 0.0234 memory: 8198 grad_norm: 4.9300 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7168 loss: 1.7168 2022/08/02 19:00:04 - mmengine - INFO - Epoch(train) [32][540/1879] lr: 1.0000e-02 eta: 1 day, 9:27:37 time: 0.2940 data_time: 0.0285 memory: 8198 grad_norm: 4.7554 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7590 loss: 1.7590 2022/08/02 19:00:10 - mmengine - INFO - Epoch(train) [32][560/1879] lr: 1.0000e-02 eta: 1 day, 9:27:31 time: 0.2828 data_time: 0.0248 memory: 8198 grad_norm: 5.0323 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8916 loss: 1.8916 2022/08/02 19:00:16 - mmengine - INFO - Epoch(train) [32][580/1879] lr: 1.0000e-02 eta: 1 day, 9:27:25 time: 0.2866 data_time: 0.0236 memory: 8198 grad_norm: 5.0176 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8568 loss: 1.8568 2022/08/02 19:00:21 - mmengine - INFO - Epoch(train) [32][600/1879] lr: 1.0000e-02 eta: 1 day, 9:27:20 time: 0.2841 data_time: 0.0240 memory: 8198 grad_norm: 4.8963 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7914 loss: 1.7914 2022/08/02 19:00:27 - mmengine - INFO - Epoch(train) [32][620/1879] lr: 1.0000e-02 eta: 1 day, 9:27:16 time: 0.2975 data_time: 0.0212 memory: 8198 grad_norm: 5.0024 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0272 loss: 2.0272 2022/08/02 19:00:33 - mmengine - INFO - Epoch(train) [32][640/1879] lr: 1.0000e-02 eta: 1 day, 9:27:10 time: 0.2879 data_time: 0.0258 memory: 8198 grad_norm: 4.9623 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9985 loss: 1.9985 2022/08/02 19:00:39 - mmengine - INFO - Epoch(train) [32][660/1879] lr: 1.0000e-02 eta: 1 day, 9:27:04 time: 0.2804 data_time: 0.0287 memory: 8198 grad_norm: 4.8793 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9217 loss: 1.9217 2022/08/02 19:00:44 - mmengine - INFO - Epoch(train) [32][680/1879] lr: 1.0000e-02 eta: 1 day, 9:26:58 time: 0.2866 data_time: 0.0275 memory: 8198 grad_norm: 4.9521 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9716 loss: 1.9716 2022/08/02 19:00:50 - mmengine - INFO - Epoch(train) [32][700/1879] lr: 1.0000e-02 eta: 1 day, 9:26:52 time: 0.2837 data_time: 0.0230 memory: 8198 grad_norm: 4.8730 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9826 loss: 1.9826 2022/08/02 19:00:56 - mmengine - INFO - Epoch(train) [32][720/1879] lr: 1.0000e-02 eta: 1 day, 9:26:46 time: 0.2834 data_time: 0.0255 memory: 8198 grad_norm: 5.1125 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.8746 loss: 1.8746 2022/08/02 19:01:01 - mmengine - INFO - Epoch(train) [32][740/1879] lr: 1.0000e-02 eta: 1 day, 9:26:40 time: 0.2813 data_time: 0.0251 memory: 8198 grad_norm: 5.0538 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9159 loss: 1.9159 2022/08/02 19:01:04 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:01:07 - mmengine - INFO - Epoch(train) [32][760/1879] lr: 1.0000e-02 eta: 1 day, 9:26:34 time: 0.2818 data_time: 0.0224 memory: 8198 grad_norm: 4.8608 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7983 loss: 1.7983 2022/08/02 19:01:13 - mmengine - INFO - Epoch(train) [32][780/1879] lr: 1.0000e-02 eta: 1 day, 9:26:31 time: 0.3016 data_time: 0.0259 memory: 8198 grad_norm: 5.0105 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9172 loss: 1.9172 2022/08/02 19:01:19 - mmengine - INFO - Epoch(train) [32][800/1879] lr: 1.0000e-02 eta: 1 day, 9:26:24 time: 0.2809 data_time: 0.0231 memory: 8198 grad_norm: 5.0548 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6464 loss: 1.6464 2022/08/02 19:01:24 - mmengine - INFO - Epoch(train) [32][820/1879] lr: 1.0000e-02 eta: 1 day, 9:26:18 time: 0.2844 data_time: 0.0277 memory: 8198 grad_norm: 4.7922 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6702 loss: 1.6702 2022/08/02 19:01:30 - mmengine - INFO - Epoch(train) [32][840/1879] lr: 1.0000e-02 eta: 1 day, 9:26:12 time: 0.2815 data_time: 0.0239 memory: 8198 grad_norm: 4.9322 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.8087 loss: 1.8087 2022/08/02 19:01:36 - mmengine - INFO - Epoch(train) [32][860/1879] lr: 1.0000e-02 eta: 1 day, 9:26:06 time: 0.2841 data_time: 0.0285 memory: 8198 grad_norm: 4.9425 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9347 loss: 1.9347 2022/08/02 19:01:41 - mmengine - INFO - Epoch(train) [32][880/1879] lr: 1.0000e-02 eta: 1 day, 9:26:01 time: 0.2854 data_time: 0.0218 memory: 8198 grad_norm: 4.9078 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9051 loss: 1.9051 2022/08/02 19:01:47 - mmengine - INFO - Epoch(train) [32][900/1879] lr: 1.0000e-02 eta: 1 day, 9:25:54 time: 0.2786 data_time: 0.0254 memory: 8198 grad_norm: 4.9804 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8326 loss: 1.8326 2022/08/02 19:01:53 - mmengine - INFO - Epoch(train) [32][920/1879] lr: 1.0000e-02 eta: 1 day, 9:25:48 time: 0.2829 data_time: 0.0233 memory: 8198 grad_norm: 5.0224 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6923 loss: 1.6923 2022/08/02 19:01:58 - mmengine - INFO - Epoch(train) [32][940/1879] lr: 1.0000e-02 eta: 1 day, 9:25:42 time: 0.2860 data_time: 0.0213 memory: 8198 grad_norm: 4.9700 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 2.0484 loss: 2.0484 2022/08/02 19:02:04 - mmengine - INFO - Epoch(train) [32][960/1879] lr: 1.0000e-02 eta: 1 day, 9:25:36 time: 0.2794 data_time: 0.0213 memory: 8198 grad_norm: 4.8590 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9642 loss: 1.9642 2022/08/02 19:02:10 - mmengine - INFO - Epoch(train) [32][980/1879] lr: 1.0000e-02 eta: 1 day, 9:25:30 time: 0.2823 data_time: 0.0247 memory: 8198 grad_norm: 4.9938 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.8822 loss: 1.8822 2022/08/02 19:02:15 - mmengine - INFO - Epoch(train) [32][1000/1879] lr: 1.0000e-02 eta: 1 day, 9:25:23 time: 0.2820 data_time: 0.0215 memory: 8198 grad_norm: 4.9457 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7325 loss: 1.7325 2022/08/02 19:02:21 - mmengine - INFO - Epoch(train) [32][1020/1879] lr: 1.0000e-02 eta: 1 day, 9:25:17 time: 0.2806 data_time: 0.0211 memory: 8198 grad_norm: 4.9145 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8531 loss: 1.8531 2022/08/02 19:02:26 - mmengine - INFO - Epoch(train) [32][1040/1879] lr: 1.0000e-02 eta: 1 day, 9:25:10 time: 0.2769 data_time: 0.0189 memory: 8198 grad_norm: 4.7359 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7819 loss: 1.7819 2022/08/02 19:02:32 - mmengine - INFO - Epoch(train) [32][1060/1879] lr: 1.0000e-02 eta: 1 day, 9:25:05 time: 0.2876 data_time: 0.0292 memory: 8198 grad_norm: 4.9806 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 2.0117 loss: 2.0117 2022/08/02 19:02:38 - mmengine - INFO - Epoch(train) [32][1080/1879] lr: 1.0000e-02 eta: 1 day, 9:24:59 time: 0.2815 data_time: 0.0235 memory: 8198 grad_norm: 5.0871 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8282 loss: 1.8282 2022/08/02 19:02:43 - mmengine - INFO - Epoch(train) [32][1100/1879] lr: 1.0000e-02 eta: 1 day, 9:24:53 time: 0.2836 data_time: 0.0234 memory: 8198 grad_norm: 5.0474 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9555 loss: 1.9555 2022/08/02 19:02:49 - mmengine - INFO - Epoch(train) [32][1120/1879] lr: 1.0000e-02 eta: 1 day, 9:24:46 time: 0.2812 data_time: 0.0195 memory: 8198 grad_norm: 4.8987 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6375 loss: 1.6375 2022/08/02 19:02:55 - mmengine - INFO - Epoch(train) [32][1140/1879] lr: 1.0000e-02 eta: 1 day, 9:24:40 time: 0.2816 data_time: 0.0256 memory: 8198 grad_norm: 4.9075 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8442 loss: 1.8442 2022/08/02 19:03:00 - mmengine - INFO - Epoch(train) [32][1160/1879] lr: 1.0000e-02 eta: 1 day, 9:24:34 time: 0.2844 data_time: 0.0243 memory: 8198 grad_norm: 4.9002 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8918 loss: 1.8918 2022/08/02 19:03:06 - mmengine - INFO - Epoch(train) [32][1180/1879] lr: 1.0000e-02 eta: 1 day, 9:24:28 time: 0.2809 data_time: 0.0211 memory: 8198 grad_norm: 5.1155 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8299 loss: 1.8299 2022/08/02 19:03:12 - mmengine - INFO - Epoch(train) [32][1200/1879] lr: 1.0000e-02 eta: 1 day, 9:24:22 time: 0.2811 data_time: 0.0217 memory: 8198 grad_norm: 5.0201 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8185 loss: 1.8185 2022/08/02 19:03:17 - mmengine - INFO - Epoch(train) [32][1220/1879] lr: 1.0000e-02 eta: 1 day, 9:24:15 time: 0.2793 data_time: 0.0246 memory: 8198 grad_norm: 4.9394 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9266 loss: 1.9266 2022/08/02 19:03:23 - mmengine - INFO - Epoch(train) [32][1240/1879] lr: 1.0000e-02 eta: 1 day, 9:24:10 time: 0.2913 data_time: 0.0200 memory: 8198 grad_norm: 4.8268 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8278 loss: 1.8278 2022/08/02 19:03:29 - mmengine - INFO - Epoch(train) [32][1260/1879] lr: 1.0000e-02 eta: 1 day, 9:24:04 time: 0.2827 data_time: 0.0247 memory: 8198 grad_norm: 5.0591 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8410 loss: 1.8410 2022/08/02 19:03:34 - mmengine - INFO - Epoch(train) [32][1280/1879] lr: 1.0000e-02 eta: 1 day, 9:23:58 time: 0.2826 data_time: 0.0251 memory: 8198 grad_norm: 5.0071 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9031 loss: 1.9031 2022/08/02 19:03:40 - mmengine - INFO - Epoch(train) [32][1300/1879] lr: 1.0000e-02 eta: 1 day, 9:23:53 time: 0.2862 data_time: 0.0199 memory: 8198 grad_norm: 4.8812 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8342 loss: 1.8342 2022/08/02 19:03:46 - mmengine - INFO - Epoch(train) [32][1320/1879] lr: 1.0000e-02 eta: 1 day, 9:23:47 time: 0.2836 data_time: 0.0221 memory: 8198 grad_norm: 4.9985 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8541 loss: 1.8541 2022/08/02 19:03:51 - mmengine - INFO - Epoch(train) [32][1340/1879] lr: 1.0000e-02 eta: 1 day, 9:23:41 time: 0.2829 data_time: 0.0258 memory: 8198 grad_norm: 4.9324 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9952 loss: 1.9952 2022/08/02 19:03:58 - mmengine - INFO - Epoch(train) [32][1360/1879] lr: 1.0000e-02 eta: 1 day, 9:23:38 time: 0.3053 data_time: 0.0201 memory: 8198 grad_norm: 4.8988 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6866 loss: 1.6866 2022/08/02 19:04:04 - mmengine - INFO - Epoch(train) [32][1380/1879] lr: 1.0000e-02 eta: 1 day, 9:23:37 time: 0.3203 data_time: 0.0194 memory: 8198 grad_norm: 4.9651 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9848 loss: 1.9848 2022/08/02 19:04:10 - mmengine - INFO - Epoch(train) [32][1400/1879] lr: 1.0000e-02 eta: 1 day, 9:23:31 time: 0.2850 data_time: 0.0202 memory: 8198 grad_norm: 4.9133 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8093 loss: 1.8093 2022/08/02 19:04:16 - mmengine - INFO - Epoch(train) [32][1420/1879] lr: 1.0000e-02 eta: 1 day, 9:23:33 time: 0.3410 data_time: 0.0206 memory: 8198 grad_norm: 4.8518 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7497 loss: 1.7497 2022/08/02 19:04:22 - mmengine - INFO - Epoch(train) [32][1440/1879] lr: 1.0000e-02 eta: 1 day, 9:23:29 time: 0.2944 data_time: 0.0224 memory: 8198 grad_norm: 5.0158 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9992 loss: 1.9992 2022/08/02 19:04:28 - mmengine - INFO - Epoch(train) [32][1460/1879] lr: 1.0000e-02 eta: 1 day, 9:23:22 time: 0.2787 data_time: 0.0228 memory: 8198 grad_norm: 4.9924 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7614 loss: 1.7614 2022/08/02 19:04:34 - mmengine - INFO - Epoch(train) [32][1480/1879] lr: 1.0000e-02 eta: 1 day, 9:23:17 time: 0.2886 data_time: 0.0225 memory: 8198 grad_norm: 5.0234 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7626 loss: 1.7626 2022/08/02 19:04:39 - mmengine - INFO - Epoch(train) [32][1500/1879] lr: 1.0000e-02 eta: 1 day, 9:23:11 time: 0.2806 data_time: 0.0232 memory: 8198 grad_norm: 4.9611 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0090 loss: 2.0090 2022/08/02 19:04:45 - mmengine - INFO - Epoch(train) [32][1520/1879] lr: 1.0000e-02 eta: 1 day, 9:23:04 time: 0.2817 data_time: 0.0231 memory: 8198 grad_norm: 4.9601 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8932 loss: 1.8932 2022/08/02 19:04:51 - mmengine - INFO - Epoch(train) [32][1540/1879] lr: 1.0000e-02 eta: 1 day, 9:22:58 time: 0.2818 data_time: 0.0238 memory: 8198 grad_norm: 4.8997 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9469 loss: 1.9469 2022/08/02 19:04:56 - mmengine - INFO - Epoch(train) [32][1560/1879] lr: 1.0000e-02 eta: 1 day, 9:22:52 time: 0.2821 data_time: 0.0226 memory: 8198 grad_norm: 4.9576 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9307 loss: 1.9307 2022/08/02 19:05:02 - mmengine - INFO - Epoch(train) [32][1580/1879] lr: 1.0000e-02 eta: 1 day, 9:22:46 time: 0.2847 data_time: 0.0283 memory: 8198 grad_norm: 4.9979 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.0417 loss: 2.0417 2022/08/02 19:05:08 - mmengine - INFO - Epoch(train) [32][1600/1879] lr: 1.0000e-02 eta: 1 day, 9:22:40 time: 0.2785 data_time: 0.0173 memory: 8198 grad_norm: 4.9171 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9878 loss: 1.9878 2022/08/02 19:05:13 - mmengine - INFO - Epoch(train) [32][1620/1879] lr: 1.0000e-02 eta: 1 day, 9:22:34 time: 0.2884 data_time: 0.0270 memory: 8198 grad_norm: 4.9577 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9827 loss: 1.9827 2022/08/02 19:05:19 - mmengine - INFO - Epoch(train) [32][1640/1879] lr: 1.0000e-02 eta: 1 day, 9:22:28 time: 0.2813 data_time: 0.0211 memory: 8198 grad_norm: 4.8739 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.7060 loss: 1.7060 2022/08/02 19:05:25 - mmengine - INFO - Epoch(train) [32][1660/1879] lr: 1.0000e-02 eta: 1 day, 9:22:23 time: 0.2909 data_time: 0.0263 memory: 8198 grad_norm: 5.0329 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7893 loss: 1.7893 2022/08/02 19:05:30 - mmengine - INFO - Epoch(train) [32][1680/1879] lr: 1.0000e-02 eta: 1 day, 9:22:17 time: 0.2833 data_time: 0.0254 memory: 8198 grad_norm: 4.9395 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9759 loss: 1.9759 2022/08/02 19:05:36 - mmengine - INFO - Epoch(train) [32][1700/1879] lr: 1.0000e-02 eta: 1 day, 9:22:11 time: 0.2797 data_time: 0.0230 memory: 8198 grad_norm: 5.0194 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8758 loss: 1.8758 2022/08/02 19:05:42 - mmengine - INFO - Epoch(train) [32][1720/1879] lr: 1.0000e-02 eta: 1 day, 9:22:04 time: 0.2808 data_time: 0.0221 memory: 8198 grad_norm: 4.8525 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8724 loss: 1.8724 2022/08/02 19:05:47 - mmengine - INFO - Epoch(train) [32][1740/1879] lr: 1.0000e-02 eta: 1 day, 9:21:59 time: 0.2854 data_time: 0.0275 memory: 8198 grad_norm: 4.8621 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8004 loss: 1.8004 2022/08/02 19:05:50 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:05:53 - mmengine - INFO - Epoch(train) [32][1760/1879] lr: 1.0000e-02 eta: 1 day, 9:21:52 time: 0.2795 data_time: 0.0226 memory: 8198 grad_norm: 5.0509 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8881 loss: 1.8881 2022/08/02 19:05:59 - mmengine - INFO - Epoch(train) [32][1780/1879] lr: 1.0000e-02 eta: 1 day, 9:21:46 time: 0.2831 data_time: 0.0240 memory: 8198 grad_norm: 5.0530 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8440 loss: 1.8440 2022/08/02 19:06:04 - mmengine - INFO - Epoch(train) [32][1800/1879] lr: 1.0000e-02 eta: 1 day, 9:21:41 time: 0.2857 data_time: 0.0210 memory: 8198 grad_norm: 4.9282 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 1.8782 loss: 1.8782 2022/08/02 19:06:10 - mmengine - INFO - Epoch(train) [32][1820/1879] lr: 1.0000e-02 eta: 1 day, 9:21:35 time: 0.2836 data_time: 0.0230 memory: 8198 grad_norm: 4.8609 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0196 loss: 2.0196 2022/08/02 19:06:16 - mmengine - INFO - Epoch(train) [32][1840/1879] lr: 1.0000e-02 eta: 1 day, 9:21:28 time: 0.2814 data_time: 0.0275 memory: 8198 grad_norm: 4.8495 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6322 loss: 1.6322 2022/08/02 19:06:21 - mmengine - INFO - Epoch(train) [32][1860/1879] lr: 1.0000e-02 eta: 1 day, 9:21:23 time: 0.2873 data_time: 0.0236 memory: 8198 grad_norm: 4.8592 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8863 loss: 1.8863 2022/08/02 19:06:26 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:06:26 - mmengine - INFO - Epoch(train) [32][1879/1879] lr: 1.0000e-02 eta: 1 day, 9:21:23 time: 0.2559 data_time: 0.0154 memory: 8198 grad_norm: 5.0468 top1_acc: 0.4286 top5_acc: 0.8571 loss_cls: 1.8778 loss: 1.8778 2022/08/02 19:06:26 - mmengine - INFO - Saving checkpoint at 32 epochs 2022/08/02 19:06:36 - mmengine - INFO - Epoch(train) [33][20/1879] lr: 1.0000e-02 eta: 1 day, 9:20:43 time: 0.3540 data_time: 0.0962 memory: 8198 grad_norm: 4.8061 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9001 loss: 1.9001 2022/08/02 19:06:42 - mmengine - INFO - Epoch(train) [33][40/1879] lr: 1.0000e-02 eta: 1 day, 9:20:37 time: 0.2822 data_time: 0.0211 memory: 8198 grad_norm: 4.9262 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8828 loss: 1.8828 2022/08/02 19:06:47 - mmengine - INFO - Epoch(train) [33][60/1879] lr: 1.0000e-02 eta: 1 day, 9:20:31 time: 0.2795 data_time: 0.0227 memory: 8198 grad_norm: 4.8873 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8695 loss: 1.8695 2022/08/02 19:06:53 - mmengine - INFO - Epoch(train) [33][80/1879] lr: 1.0000e-02 eta: 1 day, 9:20:24 time: 0.2788 data_time: 0.0199 memory: 8198 grad_norm: 4.8025 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.7538 loss: 1.7538 2022/08/02 19:06:59 - mmengine - INFO - Epoch(train) [33][100/1879] lr: 1.0000e-02 eta: 1 day, 9:20:18 time: 0.2811 data_time: 0.0211 memory: 8198 grad_norm: 4.8292 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7076 loss: 1.7076 2022/08/02 19:07:04 - mmengine - INFO - Epoch(train) [33][120/1879] lr: 1.0000e-02 eta: 1 day, 9:20:13 time: 0.2871 data_time: 0.0276 memory: 8198 grad_norm: 4.9566 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8147 loss: 1.8147 2022/08/02 19:07:10 - mmengine - INFO - Epoch(train) [33][140/1879] lr: 1.0000e-02 eta: 1 day, 9:20:09 time: 0.2986 data_time: 0.0289 memory: 8198 grad_norm: 4.9038 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.0389 loss: 2.0389 2022/08/02 19:07:16 - mmengine - INFO - Epoch(train) [33][160/1879] lr: 1.0000e-02 eta: 1 day, 9:20:02 time: 0.2790 data_time: 0.0194 memory: 8198 grad_norm: 4.8381 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6685 loss: 1.6685 2022/08/02 19:07:22 - mmengine - INFO - Epoch(train) [33][180/1879] lr: 1.0000e-02 eta: 1 day, 9:19:56 time: 0.2854 data_time: 0.0263 memory: 8198 grad_norm: 4.8907 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7378 loss: 1.7378 2022/08/02 19:07:27 - mmengine - INFO - Epoch(train) [33][200/1879] lr: 1.0000e-02 eta: 1 day, 9:19:50 time: 0.2814 data_time: 0.0181 memory: 8198 grad_norm: 4.9134 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7890 loss: 1.7890 2022/08/02 19:07:33 - mmengine - INFO - Epoch(train) [33][220/1879] lr: 1.0000e-02 eta: 1 day, 9:19:45 time: 0.2868 data_time: 0.0237 memory: 8198 grad_norm: 4.7893 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.8288 loss: 1.8288 2022/08/02 19:07:39 - mmengine - INFO - Epoch(train) [33][240/1879] lr: 1.0000e-02 eta: 1 day, 9:19:39 time: 0.2819 data_time: 0.0176 memory: 8198 grad_norm: 5.0563 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9338 loss: 1.9338 2022/08/02 19:07:44 - mmengine - INFO - Epoch(train) [33][260/1879] lr: 1.0000e-02 eta: 1 day, 9:19:33 time: 0.2836 data_time: 0.0223 memory: 8198 grad_norm: 5.0073 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7314 loss: 1.7314 2022/08/02 19:07:50 - mmengine - INFO - Epoch(train) [33][280/1879] lr: 1.0000e-02 eta: 1 day, 9:19:27 time: 0.2873 data_time: 0.0241 memory: 8198 grad_norm: 4.9532 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7616 loss: 1.7616 2022/08/02 19:07:56 - mmengine - INFO - Epoch(train) [33][300/1879] lr: 1.0000e-02 eta: 1 day, 9:19:22 time: 0.2924 data_time: 0.0264 memory: 8198 grad_norm: 4.9996 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8180 loss: 1.8180 2022/08/02 19:08:02 - mmengine - INFO - Epoch(train) [33][320/1879] lr: 1.0000e-02 eta: 1 day, 9:19:16 time: 0.2831 data_time: 0.0200 memory: 8198 grad_norm: 4.9951 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8069 loss: 1.8069 2022/08/02 19:08:08 - mmengine - INFO - Epoch(train) [33][340/1879] lr: 1.0000e-02 eta: 1 day, 9:19:13 time: 0.3032 data_time: 0.0197 memory: 8198 grad_norm: 5.0709 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9429 loss: 1.9429 2022/08/02 19:08:13 - mmengine - INFO - Epoch(train) [33][360/1879] lr: 1.0000e-02 eta: 1 day, 9:19:07 time: 0.2813 data_time: 0.0226 memory: 8198 grad_norm: 4.8805 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9013 loss: 1.9013 2022/08/02 19:08:19 - mmengine - INFO - Epoch(train) [33][380/1879] lr: 1.0000e-02 eta: 1 day, 9:19:01 time: 0.2805 data_time: 0.0234 memory: 8198 grad_norm: 4.8902 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8598 loss: 1.8598 2022/08/02 19:08:25 - mmengine - INFO - Epoch(train) [33][400/1879] lr: 1.0000e-02 eta: 1 day, 9:18:55 time: 0.2849 data_time: 0.0227 memory: 8198 grad_norm: 4.9800 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9614 loss: 1.9614 2022/08/02 19:08:30 - mmengine - INFO - Epoch(train) [33][420/1879] lr: 1.0000e-02 eta: 1 day, 9:18:49 time: 0.2830 data_time: 0.0207 memory: 8198 grad_norm: 4.9166 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7646 loss: 1.7646 2022/08/02 19:08:36 - mmengine - INFO - Epoch(train) [33][440/1879] lr: 1.0000e-02 eta: 1 day, 9:18:42 time: 0.2789 data_time: 0.0223 memory: 8198 grad_norm: 4.9272 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8957 loss: 1.8957 2022/08/02 19:08:42 - mmengine - INFO - Epoch(train) [33][460/1879] lr: 1.0000e-02 eta: 1 day, 9:18:36 time: 0.2842 data_time: 0.0250 memory: 8198 grad_norm: 4.8425 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.8605 loss: 1.8605 2022/08/02 19:08:47 - mmengine - INFO - Epoch(train) [33][480/1879] lr: 1.0000e-02 eta: 1 day, 9:18:30 time: 0.2829 data_time: 0.0225 memory: 8198 grad_norm: 4.9724 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0276 loss: 2.0276 2022/08/02 19:08:53 - mmengine - INFO - Epoch(train) [33][500/1879] lr: 1.0000e-02 eta: 1 day, 9:18:24 time: 0.2817 data_time: 0.0223 memory: 8198 grad_norm: 4.8613 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7542 loss: 1.7542 2022/08/02 19:08:59 - mmengine - INFO - Epoch(train) [33][520/1879] lr: 1.0000e-02 eta: 1 day, 9:18:18 time: 0.2807 data_time: 0.0197 memory: 8198 grad_norm: 5.0045 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8671 loss: 1.8671 2022/08/02 19:09:04 - mmengine - INFO - Epoch(train) [33][540/1879] lr: 1.0000e-02 eta: 1 day, 9:18:12 time: 0.2867 data_time: 0.0220 memory: 8198 grad_norm: 5.0970 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8262 loss: 1.8262 2022/08/02 19:09:10 - mmengine - INFO - Epoch(train) [33][560/1879] lr: 1.0000e-02 eta: 1 day, 9:18:07 time: 0.2890 data_time: 0.0225 memory: 8198 grad_norm: 4.9980 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8930 loss: 1.8930 2022/08/02 19:09:16 - mmengine - INFO - Epoch(train) [33][580/1879] lr: 1.0000e-02 eta: 1 day, 9:18:01 time: 0.2802 data_time: 0.0268 memory: 8198 grad_norm: 4.9442 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8682 loss: 1.8682 2022/08/02 19:09:21 - mmengine - INFO - Epoch(train) [33][600/1879] lr: 1.0000e-02 eta: 1 day, 9:17:55 time: 0.2814 data_time: 0.0213 memory: 8198 grad_norm: 4.9556 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7045 loss: 1.7045 2022/08/02 19:09:27 - mmengine - INFO - Epoch(train) [33][620/1879] lr: 1.0000e-02 eta: 1 day, 9:17:48 time: 0.2795 data_time: 0.0231 memory: 8198 grad_norm: 4.9639 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0591 loss: 2.0591 2022/08/02 19:09:33 - mmengine - INFO - Epoch(train) [33][640/1879] lr: 1.0000e-02 eta: 1 day, 9:17:45 time: 0.3004 data_time: 0.0237 memory: 8198 grad_norm: 4.8373 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8756 loss: 1.8756 2022/08/02 19:09:39 - mmengine - INFO - Epoch(train) [33][660/1879] lr: 1.0000e-02 eta: 1 day, 9:17:38 time: 0.2810 data_time: 0.0221 memory: 8198 grad_norm: 4.9757 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7633 loss: 1.7633 2022/08/02 19:09:44 - mmengine - INFO - Epoch(train) [33][680/1879] lr: 1.0000e-02 eta: 1 day, 9:17:33 time: 0.2865 data_time: 0.0243 memory: 8198 grad_norm: 4.8603 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9344 loss: 1.9344 2022/08/02 19:09:50 - mmengine - INFO - Epoch(train) [33][700/1879] lr: 1.0000e-02 eta: 1 day, 9:17:27 time: 0.2853 data_time: 0.0251 memory: 8198 grad_norm: 4.9318 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9106 loss: 1.9106 2022/08/02 19:09:56 - mmengine - INFO - Epoch(train) [33][720/1879] lr: 1.0000e-02 eta: 1 day, 9:17:21 time: 0.2816 data_time: 0.0215 memory: 8198 grad_norm: 4.8781 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.7936 loss: 1.7936 2022/08/02 19:10:01 - mmengine - INFO - Epoch(train) [33][740/1879] lr: 1.0000e-02 eta: 1 day, 9:17:14 time: 0.2788 data_time: 0.0235 memory: 8198 grad_norm: 4.9321 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 2.0907 loss: 2.0907 2022/08/02 19:10:07 - mmengine - INFO - Epoch(train) [33][760/1879] lr: 1.0000e-02 eta: 1 day, 9:17:08 time: 0.2795 data_time: 0.0190 memory: 8198 grad_norm: 4.8504 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.8126 loss: 1.8126 2022/08/02 19:10:13 - mmengine - INFO - Epoch(train) [33][780/1879] lr: 1.0000e-02 eta: 1 day, 9:17:02 time: 0.2869 data_time: 0.0279 memory: 8198 grad_norm: 4.9754 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0103 loss: 2.0103 2022/08/02 19:10:18 - mmengine - INFO - Epoch(train) [33][800/1879] lr: 1.0000e-02 eta: 1 day, 9:16:56 time: 0.2818 data_time: 0.0199 memory: 8198 grad_norm: 4.8227 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.5665 loss: 1.5665 2022/08/02 19:10:24 - mmengine - INFO - Epoch(train) [33][820/1879] lr: 1.0000e-02 eta: 1 day, 9:16:51 time: 0.2863 data_time: 0.0260 memory: 8198 grad_norm: 5.0031 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.8626 loss: 1.8626 2022/08/02 19:10:30 - mmengine - INFO - Epoch(train) [33][840/1879] lr: 1.0000e-02 eta: 1 day, 9:16:45 time: 0.2897 data_time: 0.0259 memory: 8198 grad_norm: 4.9855 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0312 loss: 2.0312 2022/08/02 19:10:36 - mmengine - INFO - Epoch(train) [33][860/1879] lr: 1.0000e-02 eta: 1 day, 9:16:40 time: 0.2883 data_time: 0.0228 memory: 8198 grad_norm: 4.9965 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0947 loss: 2.0947 2022/08/02 19:10:39 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:10:41 - mmengine - INFO - Epoch(train) [33][880/1879] lr: 1.0000e-02 eta: 1 day, 9:16:35 time: 0.2909 data_time: 0.0261 memory: 8198 grad_norm: 4.9351 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.8513 loss: 1.8513 2022/08/02 19:10:47 - mmengine - INFO - Epoch(train) [33][900/1879] lr: 1.0000e-02 eta: 1 day, 9:16:29 time: 0.2804 data_time: 0.0239 memory: 8198 grad_norm: 4.9187 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9094 loss: 1.9094 2022/08/02 19:10:53 - mmengine - INFO - Epoch(train) [33][920/1879] lr: 1.0000e-02 eta: 1 day, 9:16:23 time: 0.2859 data_time: 0.0246 memory: 8198 grad_norm: 4.8292 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6689 loss: 1.6689 2022/08/02 19:10:58 - mmengine - INFO - Epoch(train) [33][940/1879] lr: 1.0000e-02 eta: 1 day, 9:16:17 time: 0.2843 data_time: 0.0263 memory: 8198 grad_norm: 4.9403 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 2.0315 loss: 2.0315 2022/08/02 19:11:04 - mmengine - INFO - Epoch(train) [33][960/1879] lr: 1.0000e-02 eta: 1 day, 9:16:12 time: 0.2846 data_time: 0.0205 memory: 8198 grad_norm: 4.9001 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8189 loss: 1.8189 2022/08/02 19:11:10 - mmengine - INFO - Epoch(train) [33][980/1879] lr: 1.0000e-02 eta: 1 day, 9:16:06 time: 0.2879 data_time: 0.0240 memory: 8198 grad_norm: 4.8586 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0437 loss: 2.0437 2022/08/02 19:11:16 - mmengine - INFO - Epoch(train) [33][1000/1879] lr: 1.0000e-02 eta: 1 day, 9:16:07 time: 0.3316 data_time: 0.0182 memory: 8198 grad_norm: 4.8521 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9377 loss: 1.9377 2022/08/02 19:11:22 - mmengine - INFO - Epoch(train) [33][1020/1879] lr: 1.0000e-02 eta: 1 day, 9:16:01 time: 0.2863 data_time: 0.0239 memory: 8198 grad_norm: 4.9425 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7501 loss: 1.7501 2022/08/02 19:11:28 - mmengine - INFO - Epoch(train) [33][1040/1879] lr: 1.0000e-02 eta: 1 day, 9:15:55 time: 0.2814 data_time: 0.0256 memory: 8198 grad_norm: 4.9418 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7798 loss: 1.7798 2022/08/02 19:11:34 - mmengine - INFO - Epoch(train) [33][1060/1879] lr: 1.0000e-02 eta: 1 day, 9:15:49 time: 0.2824 data_time: 0.0292 memory: 8198 grad_norm: 5.0497 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9702 loss: 1.9702 2022/08/02 19:11:39 - mmengine - INFO - Epoch(train) [33][1080/1879] lr: 1.0000e-02 eta: 1 day, 9:15:43 time: 0.2827 data_time: 0.0240 memory: 8198 grad_norm: 5.0190 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8428 loss: 1.8428 2022/08/02 19:11:45 - mmengine - INFO - Epoch(train) [33][1100/1879] lr: 1.0000e-02 eta: 1 day, 9:15:37 time: 0.2821 data_time: 0.0211 memory: 8198 grad_norm: 5.0283 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0259 loss: 2.0259 2022/08/02 19:11:50 - mmengine - INFO - Epoch(train) [33][1120/1879] lr: 1.0000e-02 eta: 1 day, 9:15:31 time: 0.2822 data_time: 0.0205 memory: 8198 grad_norm: 5.1062 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9362 loss: 1.9362 2022/08/02 19:11:56 - mmengine - INFO - Epoch(train) [33][1140/1879] lr: 1.0000e-02 eta: 1 day, 9:15:24 time: 0.2806 data_time: 0.0221 memory: 8198 grad_norm: 4.9250 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8879 loss: 1.8879 2022/08/02 19:12:02 - mmengine - INFO - Epoch(train) [33][1160/1879] lr: 1.0000e-02 eta: 1 day, 9:15:19 time: 0.2834 data_time: 0.0248 memory: 8198 grad_norm: 4.9134 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8003 loss: 1.8003 2022/08/02 19:12:07 - mmengine - INFO - Epoch(train) [33][1180/1879] lr: 1.0000e-02 eta: 1 day, 9:15:13 time: 0.2833 data_time: 0.0241 memory: 8198 grad_norm: 4.8371 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7781 loss: 1.7781 2022/08/02 19:12:13 - mmengine - INFO - Epoch(train) [33][1200/1879] lr: 1.0000e-02 eta: 1 day, 9:15:08 time: 0.2904 data_time: 0.0272 memory: 8198 grad_norm: 4.9552 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9481 loss: 1.9481 2022/08/02 19:12:19 - mmengine - INFO - Epoch(train) [33][1220/1879] lr: 1.0000e-02 eta: 1 day, 9:15:01 time: 0.2801 data_time: 0.0254 memory: 8198 grad_norm: 4.9896 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6890 loss: 1.6890 2022/08/02 19:12:25 - mmengine - INFO - Epoch(train) [33][1240/1879] lr: 1.0000e-02 eta: 1 day, 9:14:56 time: 0.2863 data_time: 0.0225 memory: 8198 grad_norm: 4.9655 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8540 loss: 1.8540 2022/08/02 19:12:30 - mmengine - INFO - Epoch(train) [33][1260/1879] lr: 1.0000e-02 eta: 1 day, 9:14:51 time: 0.2900 data_time: 0.0258 memory: 8198 grad_norm: 5.0053 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 2.0908 loss: 2.0908 2022/08/02 19:12:36 - mmengine - INFO - Epoch(train) [33][1280/1879] lr: 1.0000e-02 eta: 1 day, 9:14:45 time: 0.2828 data_time: 0.0221 memory: 8198 grad_norm: 5.0809 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9826 loss: 1.9826 2022/08/02 19:12:42 - mmengine - INFO - Epoch(train) [33][1300/1879] lr: 1.0000e-02 eta: 1 day, 9:14:39 time: 0.2836 data_time: 0.0239 memory: 8198 grad_norm: 4.9474 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.7715 loss: 1.7715 2022/08/02 19:12:47 - mmengine - INFO - Epoch(train) [33][1320/1879] lr: 1.0000e-02 eta: 1 day, 9:14:32 time: 0.2801 data_time: 0.0233 memory: 8198 grad_norm: 4.8764 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7893 loss: 1.7893 2022/08/02 19:12:53 - mmengine - INFO - Epoch(train) [33][1340/1879] lr: 1.0000e-02 eta: 1 day, 9:14:27 time: 0.2858 data_time: 0.0300 memory: 8198 grad_norm: 4.9938 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9761 loss: 1.9761 2022/08/02 19:12:59 - mmengine - INFO - Epoch(train) [33][1360/1879] lr: 1.0000e-02 eta: 1 day, 9:14:20 time: 0.2793 data_time: 0.0140 memory: 8198 grad_norm: 4.8579 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8574 loss: 1.8574 2022/08/02 19:13:04 - mmengine - INFO - Epoch(train) [33][1380/1879] lr: 1.0000e-02 eta: 1 day, 9:14:15 time: 0.2894 data_time: 0.0273 memory: 8198 grad_norm: 4.9779 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.9288 loss: 1.9288 2022/08/02 19:13:10 - mmengine - INFO - Epoch(train) [33][1400/1879] lr: 1.0000e-02 eta: 1 day, 9:14:10 time: 0.2879 data_time: 0.0210 memory: 8198 grad_norm: 4.9706 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9767 loss: 1.9767 2022/08/02 19:13:16 - mmengine - INFO - Epoch(train) [33][1420/1879] lr: 1.0000e-02 eta: 1 day, 9:14:04 time: 0.2841 data_time: 0.0200 memory: 8198 grad_norm: 4.9754 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7878 loss: 1.7878 2022/08/02 19:13:22 - mmengine - INFO - Epoch(train) [33][1440/1879] lr: 1.0000e-02 eta: 1 day, 9:13:58 time: 0.2821 data_time: 0.0199 memory: 8198 grad_norm: 4.9651 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8247 loss: 1.8247 2022/08/02 19:13:27 - mmengine - INFO - Epoch(train) [33][1460/1879] lr: 1.0000e-02 eta: 1 day, 9:13:51 time: 0.2815 data_time: 0.0233 memory: 8198 grad_norm: 4.8026 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.8019 loss: 1.8019 2022/08/02 19:13:33 - mmengine - INFO - Epoch(train) [33][1480/1879] lr: 1.0000e-02 eta: 1 day, 9:13:46 time: 0.2845 data_time: 0.0240 memory: 8198 grad_norm: 4.9235 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7971 loss: 1.7971 2022/08/02 19:13:39 - mmengine - INFO - Epoch(train) [33][1500/1879] lr: 1.0000e-02 eta: 1 day, 9:13:41 time: 0.2927 data_time: 0.0277 memory: 8198 grad_norm: 4.8940 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7792 loss: 1.7792 2022/08/02 19:13:44 - mmengine - INFO - Epoch(train) [33][1520/1879] lr: 1.0000e-02 eta: 1 day, 9:13:35 time: 0.2827 data_time: 0.0200 memory: 8198 grad_norm: 4.8252 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0094 loss: 2.0094 2022/08/02 19:13:50 - mmengine - INFO - Epoch(train) [33][1540/1879] lr: 1.0000e-02 eta: 1 day, 9:13:29 time: 0.2859 data_time: 0.0206 memory: 8198 grad_norm: 4.9433 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7731 loss: 1.7731 2022/08/02 19:13:56 - mmengine - INFO - Epoch(train) [33][1560/1879] lr: 1.0000e-02 eta: 1 day, 9:13:24 time: 0.2870 data_time: 0.0237 memory: 8198 grad_norm: 5.0878 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8997 loss: 1.8997 2022/08/02 19:14:02 - mmengine - INFO - Epoch(train) [33][1580/1879] lr: 1.0000e-02 eta: 1 day, 9:13:18 time: 0.2839 data_time: 0.0264 memory: 8198 grad_norm: 5.0070 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9293 loss: 1.9293 2022/08/02 19:14:07 - mmengine - INFO - Epoch(train) [33][1600/1879] lr: 1.0000e-02 eta: 1 day, 9:13:12 time: 0.2845 data_time: 0.0214 memory: 8198 grad_norm: 4.9653 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6649 loss: 1.6649 2022/08/02 19:14:13 - mmengine - INFO - Epoch(train) [33][1620/1879] lr: 1.0000e-02 eta: 1 day, 9:13:06 time: 0.2827 data_time: 0.0223 memory: 8198 grad_norm: 4.9153 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8318 loss: 1.8318 2022/08/02 19:14:19 - mmengine - INFO - Epoch(train) [33][1640/1879] lr: 1.0000e-02 eta: 1 day, 9:13:00 time: 0.2811 data_time: 0.0238 memory: 8198 grad_norm: 4.8474 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8892 loss: 1.8892 2022/08/02 19:14:24 - mmengine - INFO - Epoch(train) [33][1660/1879] lr: 1.0000e-02 eta: 1 day, 9:12:54 time: 0.2834 data_time: 0.0254 memory: 8198 grad_norm: 4.8852 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8834 loss: 1.8834 2022/08/02 19:14:31 - mmengine - INFO - Epoch(train) [33][1680/1879] lr: 1.0000e-02 eta: 1 day, 9:12:56 time: 0.3404 data_time: 0.0203 memory: 8198 grad_norm: 4.8800 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7145 loss: 1.7145 2022/08/02 19:14:37 - mmengine - INFO - Epoch(train) [33][1700/1879] lr: 1.0000e-02 eta: 1 day, 9:12:49 time: 0.2793 data_time: 0.0225 memory: 8198 grad_norm: 4.9763 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0060 loss: 2.0060 2022/08/02 19:14:42 - mmengine - INFO - Epoch(train) [33][1720/1879] lr: 1.0000e-02 eta: 1 day, 9:12:44 time: 0.2898 data_time: 0.0236 memory: 8198 grad_norm: 4.9116 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6885 loss: 1.6885 2022/08/02 19:14:49 - mmengine - INFO - Epoch(train) [33][1740/1879] lr: 1.0000e-02 eta: 1 day, 9:12:41 time: 0.3060 data_time: 0.0294 memory: 8198 grad_norm: 4.8029 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9388 loss: 1.9388 2022/08/02 19:14:54 - mmengine - INFO - Epoch(train) [33][1760/1879] lr: 1.0000e-02 eta: 1 day, 9:12:36 time: 0.2889 data_time: 0.0237 memory: 8198 grad_norm: 4.9927 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6406 loss: 1.6406 2022/08/02 19:15:00 - mmengine - INFO - Epoch(train) [33][1780/1879] lr: 1.0000e-02 eta: 1 day, 9:12:31 time: 0.2881 data_time: 0.0268 memory: 8198 grad_norm: 5.0050 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8904 loss: 1.8904 2022/08/02 19:15:06 - mmengine - INFO - Epoch(train) [33][1800/1879] lr: 1.0000e-02 eta: 1 day, 9:12:24 time: 0.2813 data_time: 0.0257 memory: 8198 grad_norm: 4.9447 top1_acc: 0.2500 top5_acc: 0.8125 loss_cls: 1.6965 loss: 1.6965 2022/08/02 19:15:11 - mmengine - INFO - Epoch(train) [33][1820/1879] lr: 1.0000e-02 eta: 1 day, 9:12:19 time: 0.2860 data_time: 0.0214 memory: 8198 grad_norm: 5.0296 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9215 loss: 1.9215 2022/08/02 19:15:17 - mmengine - INFO - Epoch(train) [33][1840/1879] lr: 1.0000e-02 eta: 1 day, 9:12:13 time: 0.2842 data_time: 0.0258 memory: 8198 grad_norm: 5.1017 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9343 loss: 1.9343 2022/08/02 19:15:23 - mmengine - INFO - Epoch(train) [33][1860/1879] lr: 1.0000e-02 eta: 1 day, 9:12:08 time: 0.2896 data_time: 0.0225 memory: 8198 grad_norm: 5.0032 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0153 loss: 2.0153 2022/08/02 19:15:26 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:15:28 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:15:28 - mmengine - INFO - Epoch(train) [33][1879/1879] lr: 1.0000e-02 eta: 1 day, 9:12:08 time: 0.2544 data_time: 0.0157 memory: 8198 grad_norm: 5.0743 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.9323 loss: 1.9323 2022/08/02 19:15:37 - mmengine - INFO - Epoch(train) [34][20/1879] lr: 1.0000e-02 eta: 1 day, 9:11:40 time: 0.4353 data_time: 0.1146 memory: 8198 grad_norm: 4.8147 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8477 loss: 1.8477 2022/08/02 19:15:42 - mmengine - INFO - Epoch(train) [34][40/1879] lr: 1.0000e-02 eta: 1 day, 9:11:34 time: 0.2839 data_time: 0.0190 memory: 8198 grad_norm: 4.8155 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7009 loss: 1.7009 2022/08/02 19:15:48 - mmengine - INFO - Epoch(train) [34][60/1879] lr: 1.0000e-02 eta: 1 day, 9:11:29 time: 0.2848 data_time: 0.0248 memory: 8198 grad_norm: 4.9940 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6838 loss: 1.6838 2022/08/02 19:15:54 - mmengine - INFO - Epoch(train) [34][80/1879] lr: 1.0000e-02 eta: 1 day, 9:11:23 time: 0.2854 data_time: 0.0206 memory: 8198 grad_norm: 4.9719 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0275 loss: 2.0275 2022/08/02 19:15:59 - mmengine - INFO - Epoch(train) [34][100/1879] lr: 1.0000e-02 eta: 1 day, 9:11:17 time: 0.2825 data_time: 0.0217 memory: 8198 grad_norm: 4.9531 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.7985 loss: 1.7985 2022/08/02 19:16:05 - mmengine - INFO - Epoch(train) [34][120/1879] lr: 1.0000e-02 eta: 1 day, 9:11:11 time: 0.2800 data_time: 0.0231 memory: 8198 grad_norm: 4.8629 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7067 loss: 1.7067 2022/08/02 19:16:11 - mmengine - INFO - Epoch(train) [34][140/1879] lr: 1.0000e-02 eta: 1 day, 9:11:06 time: 0.2906 data_time: 0.0290 memory: 8198 grad_norm: 4.7387 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8824 loss: 1.8824 2022/08/02 19:16:16 - mmengine - INFO - Epoch(train) [34][160/1879] lr: 1.0000e-02 eta: 1 day, 9:11:00 time: 0.2831 data_time: 0.0216 memory: 8198 grad_norm: 4.9111 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6739 loss: 1.6739 2022/08/02 19:16:22 - mmengine - INFO - Epoch(train) [34][180/1879] lr: 1.0000e-02 eta: 1 day, 9:10:54 time: 0.2854 data_time: 0.0246 memory: 8198 grad_norm: 4.9005 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7013 loss: 1.7013 2022/08/02 19:16:28 - mmengine - INFO - Epoch(train) [34][200/1879] lr: 1.0000e-02 eta: 1 day, 9:10:48 time: 0.2828 data_time: 0.0212 memory: 8198 grad_norm: 5.1453 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9451 loss: 1.9451 2022/08/02 19:16:33 - mmengine - INFO - Epoch(train) [34][220/1879] lr: 1.0000e-02 eta: 1 day, 9:10:42 time: 0.2828 data_time: 0.0248 memory: 8198 grad_norm: 4.9736 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.0025 loss: 2.0025 2022/08/02 19:16:39 - mmengine - INFO - Epoch(train) [34][240/1879] lr: 1.0000e-02 eta: 1 day, 9:10:36 time: 0.2818 data_time: 0.0230 memory: 8198 grad_norm: 4.9213 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8904 loss: 1.8904 2022/08/02 19:16:45 - mmengine - INFO - Epoch(train) [34][260/1879] lr: 1.0000e-02 eta: 1 day, 9:10:29 time: 0.2814 data_time: 0.0241 memory: 8198 grad_norm: 5.0114 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.1057 loss: 2.1057 2022/08/02 19:16:50 - mmengine - INFO - Epoch(train) [34][280/1879] lr: 1.0000e-02 eta: 1 day, 9:10:23 time: 0.2824 data_time: 0.0194 memory: 8198 grad_norm: 4.9625 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.8474 loss: 1.8474 2022/08/02 19:16:56 - mmengine - INFO - Epoch(train) [34][300/1879] lr: 1.0000e-02 eta: 1 day, 9:10:18 time: 0.2872 data_time: 0.0270 memory: 8198 grad_norm: 5.0007 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7792 loss: 1.7792 2022/08/02 19:17:02 - mmengine - INFO - Epoch(train) [34][320/1879] lr: 1.0000e-02 eta: 1 day, 9:10:12 time: 0.2829 data_time: 0.0232 memory: 8198 grad_norm: 4.8762 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.7685 loss: 1.7685 2022/08/02 19:17:07 - mmengine - INFO - Epoch(train) [34][340/1879] lr: 1.0000e-02 eta: 1 day, 9:10:06 time: 0.2831 data_time: 0.0236 memory: 8198 grad_norm: 4.9697 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8334 loss: 1.8334 2022/08/02 19:17:13 - mmengine - INFO - Epoch(train) [34][360/1879] lr: 1.0000e-02 eta: 1 day, 9:10:00 time: 0.2816 data_time: 0.0198 memory: 8198 grad_norm: 4.8208 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6541 loss: 1.6541 2022/08/02 19:17:19 - mmengine - INFO - Epoch(train) [34][380/1879] lr: 1.0000e-02 eta: 1 day, 9:09:54 time: 0.2877 data_time: 0.0244 memory: 8198 grad_norm: 4.9050 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6934 loss: 1.6934 2022/08/02 19:17:25 - mmengine - INFO - Epoch(train) [34][400/1879] lr: 1.0000e-02 eta: 1 day, 9:09:49 time: 0.2875 data_time: 0.0253 memory: 8198 grad_norm: 4.9291 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7702 loss: 1.7702 2022/08/02 19:17:30 - mmengine - INFO - Epoch(train) [34][420/1879] lr: 1.0000e-02 eta: 1 day, 9:09:43 time: 0.2805 data_time: 0.0196 memory: 8198 grad_norm: 4.9167 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.6568 loss: 1.6568 2022/08/02 19:17:36 - mmengine - INFO - Epoch(train) [34][440/1879] lr: 1.0000e-02 eta: 1 day, 9:09:37 time: 0.2864 data_time: 0.0227 memory: 8198 grad_norm: 4.8468 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8612 loss: 1.8612 2022/08/02 19:17:42 - mmengine - INFO - Epoch(train) [34][460/1879] lr: 1.0000e-02 eta: 1 day, 9:09:31 time: 0.2845 data_time: 0.0258 memory: 8198 grad_norm: 4.8763 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8010 loss: 1.8010 2022/08/02 19:17:47 - mmengine - INFO - Epoch(train) [34][480/1879] lr: 1.0000e-02 eta: 1 day, 9:09:25 time: 0.2837 data_time: 0.0208 memory: 8198 grad_norm: 4.9362 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.8265 loss: 1.8265 2022/08/02 19:17:53 - mmengine - INFO - Epoch(train) [34][500/1879] lr: 1.0000e-02 eta: 1 day, 9:09:21 time: 0.2941 data_time: 0.0313 memory: 8198 grad_norm: 4.9363 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7491 loss: 1.7491 2022/08/02 19:17:59 - mmengine - INFO - Epoch(train) [34][520/1879] lr: 1.0000e-02 eta: 1 day, 9:09:16 time: 0.2898 data_time: 0.0204 memory: 8198 grad_norm: 4.8310 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7269 loss: 1.7269 2022/08/02 19:18:05 - mmengine - INFO - Epoch(train) [34][540/1879] lr: 1.0000e-02 eta: 1 day, 9:09:11 time: 0.2890 data_time: 0.0227 memory: 8198 grad_norm: 5.0676 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9897 loss: 1.9897 2022/08/02 19:18:11 - mmengine - INFO - Epoch(train) [34][560/1879] lr: 1.0000e-02 eta: 1 day, 9:09:05 time: 0.2869 data_time: 0.0190 memory: 8198 grad_norm: 4.9046 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9220 loss: 1.9220 2022/08/02 19:18:16 - mmengine - INFO - Epoch(train) [34][580/1879] lr: 1.0000e-02 eta: 1 day, 9:08:59 time: 0.2816 data_time: 0.0219 memory: 8198 grad_norm: 5.0868 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 2.1151 loss: 2.1151 2022/08/02 19:18:22 - mmengine - INFO - Epoch(train) [34][600/1879] lr: 1.0000e-02 eta: 1 day, 9:08:55 time: 0.2985 data_time: 0.0218 memory: 8198 grad_norm: 4.9699 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.5892 loss: 1.5892 2022/08/02 19:18:28 - mmengine - INFO - Epoch(train) [34][620/1879] lr: 1.0000e-02 eta: 1 day, 9:08:48 time: 0.2780 data_time: 0.0219 memory: 8198 grad_norm: 4.8355 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8564 loss: 1.8564 2022/08/02 19:18:33 - mmengine - INFO - Epoch(train) [34][640/1879] lr: 1.0000e-02 eta: 1 day, 9:08:43 time: 0.2856 data_time: 0.0278 memory: 8198 grad_norm: 4.9699 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9873 loss: 1.9873 2022/08/02 19:18:39 - mmengine - INFO - Epoch(train) [34][660/1879] lr: 1.0000e-02 eta: 1 day, 9:08:37 time: 0.2816 data_time: 0.0258 memory: 8198 grad_norm: 4.9488 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8363 loss: 1.8363 2022/08/02 19:18:45 - mmengine - INFO - Epoch(train) [34][680/1879] lr: 1.0000e-02 eta: 1 day, 9:08:32 time: 0.2923 data_time: 0.0209 memory: 8198 grad_norm: 4.8378 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7587 loss: 1.7587 2022/08/02 19:18:51 - mmengine - INFO - Epoch(train) [34][700/1879] lr: 1.0000e-02 eta: 1 day, 9:08:26 time: 0.2849 data_time: 0.0245 memory: 8198 grad_norm: 4.8278 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7417 loss: 1.7417 2022/08/02 19:18:56 - mmengine - INFO - Epoch(train) [34][720/1879] lr: 1.0000e-02 eta: 1 day, 9:08:20 time: 0.2815 data_time: 0.0191 memory: 8198 grad_norm: 5.1384 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.9342 loss: 1.9342 2022/08/02 19:19:02 - mmengine - INFO - Epoch(train) [34][740/1879] lr: 1.0000e-02 eta: 1 day, 9:08:14 time: 0.2864 data_time: 0.0251 memory: 8198 grad_norm: 4.9960 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.8837 loss: 1.8837 2022/08/02 19:19:08 - mmengine - INFO - Epoch(train) [34][760/1879] lr: 1.0000e-02 eta: 1 day, 9:08:11 time: 0.3000 data_time: 0.0205 memory: 8198 grad_norm: 4.8794 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.8484 loss: 1.8484 2022/08/02 19:19:14 - mmengine - INFO - Epoch(train) [34][780/1879] lr: 1.0000e-02 eta: 1 day, 9:08:05 time: 0.2832 data_time: 0.0251 memory: 8198 grad_norm: 4.9162 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6621 loss: 1.6621 2022/08/02 19:19:19 - mmengine - INFO - Epoch(train) [34][800/1879] lr: 1.0000e-02 eta: 1 day, 9:07:59 time: 0.2834 data_time: 0.0232 memory: 8198 grad_norm: 4.9987 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7137 loss: 1.7137 2022/08/02 19:19:25 - mmengine - INFO - Epoch(train) [34][820/1879] lr: 1.0000e-02 eta: 1 day, 9:07:53 time: 0.2858 data_time: 0.0246 memory: 8198 grad_norm: 5.0741 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9131 loss: 1.9131 2022/08/02 19:19:31 - mmengine - INFO - Epoch(train) [34][840/1879] lr: 1.0000e-02 eta: 1 day, 9:07:47 time: 0.2808 data_time: 0.0245 memory: 8198 grad_norm: 4.9717 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7323 loss: 1.7323 2022/08/02 19:19:36 - mmengine - INFO - Epoch(train) [34][860/1879] lr: 1.0000e-02 eta: 1 day, 9:07:41 time: 0.2820 data_time: 0.0214 memory: 8198 grad_norm: 4.9303 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.8173 loss: 1.8173 2022/08/02 19:19:42 - mmengine - INFO - Epoch(train) [34][880/1879] lr: 1.0000e-02 eta: 1 day, 9:07:36 time: 0.2915 data_time: 0.0218 memory: 8198 grad_norm: 4.8817 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7542 loss: 1.7542 2022/08/02 19:19:48 - mmengine - INFO - Epoch(train) [34][900/1879] lr: 1.0000e-02 eta: 1 day, 9:07:30 time: 0.2826 data_time: 0.0261 memory: 8198 grad_norm: 5.1550 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.0056 loss: 2.0056 2022/08/02 19:19:53 - mmengine - INFO - Epoch(train) [34][920/1879] lr: 1.0000e-02 eta: 1 day, 9:07:23 time: 0.2790 data_time: 0.0194 memory: 8198 grad_norm: 4.9431 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9161 loss: 1.9161 2022/08/02 19:19:59 - mmengine - INFO - Epoch(train) [34][940/1879] lr: 1.0000e-02 eta: 1 day, 9:07:17 time: 0.2820 data_time: 0.0203 memory: 8198 grad_norm: 4.9930 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8936 loss: 1.8936 2022/08/02 19:20:05 - mmengine - INFO - Epoch(train) [34][960/1879] lr: 1.0000e-02 eta: 1 day, 9:07:12 time: 0.2879 data_time: 0.0252 memory: 8198 grad_norm: 4.8345 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6880 loss: 1.6880 2022/08/02 19:20:11 - mmengine - INFO - Epoch(train) [34][980/1879] lr: 1.0000e-02 eta: 1 day, 9:07:06 time: 0.2833 data_time: 0.0255 memory: 8198 grad_norm: 4.9456 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6521 loss: 1.6521 2022/08/02 19:20:14 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:20:16 - mmengine - INFO - Epoch(train) [34][1000/1879] lr: 1.0000e-02 eta: 1 day, 9:07:00 time: 0.2873 data_time: 0.0238 memory: 8198 grad_norm: 5.0069 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9033 loss: 1.9033 2022/08/02 19:20:22 - mmengine - INFO - Epoch(train) [34][1020/1879] lr: 1.0000e-02 eta: 1 day, 9:06:55 time: 0.2879 data_time: 0.0214 memory: 8198 grad_norm: 4.8856 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9087 loss: 1.9087 2022/08/02 19:20:28 - mmengine - INFO - Epoch(train) [34][1040/1879] lr: 1.0000e-02 eta: 1 day, 9:06:48 time: 0.2794 data_time: 0.0181 memory: 8198 grad_norm: 4.9362 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8358 loss: 1.8358 2022/08/02 19:20:33 - mmengine - INFO - Epoch(train) [34][1060/1879] lr: 1.0000e-02 eta: 1 day, 9:06:42 time: 0.2820 data_time: 0.0273 memory: 8198 grad_norm: 5.0597 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9392 loss: 1.9392 2022/08/02 19:20:39 - mmengine - INFO - Epoch(train) [34][1080/1879] lr: 1.0000e-02 eta: 1 day, 9:06:36 time: 0.2800 data_time: 0.0203 memory: 8198 grad_norm: 5.0292 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.9137 loss: 1.9137 2022/08/02 19:20:45 - mmengine - INFO - Epoch(train) [34][1100/1879] lr: 1.0000e-02 eta: 1 day, 9:06:30 time: 0.2854 data_time: 0.0288 memory: 8198 grad_norm: 4.9930 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8710 loss: 1.8710 2022/08/02 19:20:50 - mmengine - INFO - Epoch(train) [34][1120/1879] lr: 1.0000e-02 eta: 1 day, 9:06:24 time: 0.2786 data_time: 0.0223 memory: 8198 grad_norm: 4.9506 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 2.0828 loss: 2.0828 2022/08/02 19:20:56 - mmengine - INFO - Epoch(train) [34][1140/1879] lr: 1.0000e-02 eta: 1 day, 9:06:18 time: 0.2832 data_time: 0.0230 memory: 8198 grad_norm: 4.8874 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8316 loss: 1.8316 2022/08/02 19:21:02 - mmengine - INFO - Epoch(train) [34][1160/1879] lr: 1.0000e-02 eta: 1 day, 9:06:11 time: 0.2811 data_time: 0.0231 memory: 8198 grad_norm: 4.9091 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.7060 loss: 1.7060 2022/08/02 19:21:07 - mmengine - INFO - Epoch(train) [34][1180/1879] lr: 1.0000e-02 eta: 1 day, 9:06:05 time: 0.2829 data_time: 0.0243 memory: 8198 grad_norm: 4.7870 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7668 loss: 1.7668 2022/08/02 19:21:13 - mmengine - INFO - Epoch(train) [34][1200/1879] lr: 1.0000e-02 eta: 1 day, 9:06:00 time: 0.2888 data_time: 0.0224 memory: 8198 grad_norm: 4.8988 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8473 loss: 1.8473 2022/08/02 19:21:19 - mmengine - INFO - Epoch(train) [34][1220/1879] lr: 1.0000e-02 eta: 1 day, 9:05:55 time: 0.2904 data_time: 0.0227 memory: 8198 grad_norm: 5.1615 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5913 loss: 1.5913 2022/08/02 19:21:24 - mmengine - INFO - Epoch(train) [34][1240/1879] lr: 1.0000e-02 eta: 1 day, 9:05:49 time: 0.2793 data_time: 0.0239 memory: 8198 grad_norm: 4.9978 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9105 loss: 1.9105 2022/08/02 19:21:30 - mmengine - INFO - Epoch(train) [34][1260/1879] lr: 1.0000e-02 eta: 1 day, 9:05:42 time: 0.2791 data_time: 0.0256 memory: 8198 grad_norm: 4.9263 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8687 loss: 1.8687 2022/08/02 19:21:36 - mmengine - INFO - Epoch(train) [34][1280/1879] lr: 1.0000e-02 eta: 1 day, 9:05:37 time: 0.2875 data_time: 0.0196 memory: 8198 grad_norm: 4.9330 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9027 loss: 1.9027 2022/08/02 19:21:41 - mmengine - INFO - Epoch(train) [34][1300/1879] lr: 1.0000e-02 eta: 1 day, 9:05:31 time: 0.2812 data_time: 0.0266 memory: 8198 grad_norm: 4.9980 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8749 loss: 1.8749 2022/08/02 19:21:47 - mmengine - INFO - Epoch(train) [34][1320/1879] lr: 1.0000e-02 eta: 1 day, 9:05:25 time: 0.2837 data_time: 0.0244 memory: 8198 grad_norm: 4.8708 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7581 loss: 1.7581 2022/08/02 19:21:53 - mmengine - INFO - Epoch(train) [34][1340/1879] lr: 1.0000e-02 eta: 1 day, 9:05:19 time: 0.2871 data_time: 0.0268 memory: 8198 grad_norm: 5.0773 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.7711 loss: 1.7711 2022/08/02 19:21:58 - mmengine - INFO - Epoch(train) [34][1360/1879] lr: 1.0000e-02 eta: 1 day, 9:05:13 time: 0.2810 data_time: 0.0246 memory: 8198 grad_norm: 4.8854 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6278 loss: 1.6278 2022/08/02 19:22:04 - mmengine - INFO - Epoch(train) [34][1380/1879] lr: 1.0000e-02 eta: 1 day, 9:05:07 time: 0.2816 data_time: 0.0260 memory: 8198 grad_norm: 5.0214 top1_acc: 0.3125 top5_acc: 0.4375 loss_cls: 1.9734 loss: 1.9734 2022/08/02 19:22:10 - mmengine - INFO - Epoch(train) [34][1400/1879] lr: 1.0000e-02 eta: 1 day, 9:05:01 time: 0.2853 data_time: 0.0204 memory: 8198 grad_norm: 4.8393 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6910 loss: 1.6910 2022/08/02 19:22:15 - mmengine - INFO - Epoch(train) [34][1420/1879] lr: 1.0000e-02 eta: 1 day, 9:04:55 time: 0.2819 data_time: 0.0242 memory: 8198 grad_norm: 5.0451 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7752 loss: 1.7752 2022/08/02 19:22:21 - mmengine - INFO - Epoch(train) [34][1440/1879] lr: 1.0000e-02 eta: 1 day, 9:04:50 time: 0.2874 data_time: 0.0229 memory: 8198 grad_norm: 5.1403 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9124 loss: 1.9124 2022/08/02 19:22:27 - mmengine - INFO - Epoch(train) [34][1460/1879] lr: 1.0000e-02 eta: 1 day, 9:04:43 time: 0.2804 data_time: 0.0245 memory: 8198 grad_norm: 4.9250 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8950 loss: 1.8950 2022/08/02 19:22:33 - mmengine - INFO - Epoch(train) [34][1480/1879] lr: 1.0000e-02 eta: 1 day, 9:04:40 time: 0.3043 data_time: 0.0179 memory: 8198 grad_norm: 4.9086 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.5584 loss: 1.5584 2022/08/02 19:22:38 - mmengine - INFO - Epoch(train) [34][1500/1879] lr: 1.0000e-02 eta: 1 day, 9:04:33 time: 0.2779 data_time: 0.0204 memory: 8198 grad_norm: 5.0608 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7773 loss: 1.7773 2022/08/02 19:22:44 - mmengine - INFO - Epoch(train) [34][1520/1879] lr: 1.0000e-02 eta: 1 day, 9:04:28 time: 0.2857 data_time: 0.0296 memory: 8198 grad_norm: 5.0674 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 1.8526 loss: 1.8526 2022/08/02 19:22:50 - mmengine - INFO - Epoch(train) [34][1540/1879] lr: 1.0000e-02 eta: 1 day, 9:04:21 time: 0.2794 data_time: 0.0203 memory: 8198 grad_norm: 5.0040 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9247 loss: 1.9247 2022/08/02 19:22:56 - mmengine - INFO - Epoch(train) [34][1560/1879] lr: 1.0000e-02 eta: 1 day, 9:04:22 time: 0.3365 data_time: 0.0223 memory: 8198 grad_norm: 4.9103 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7427 loss: 1.7427 2022/08/02 19:23:02 - mmengine - INFO - Epoch(train) [34][1580/1879] lr: 1.0000e-02 eta: 1 day, 9:04:17 time: 0.2907 data_time: 0.0202 memory: 8198 grad_norm: 4.8608 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9102 loss: 1.9102 2022/08/02 19:23:08 - mmengine - INFO - Epoch(train) [34][1600/1879] lr: 1.0000e-02 eta: 1 day, 9:04:13 time: 0.2947 data_time: 0.0212 memory: 8198 grad_norm: 4.9926 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7294 loss: 1.7294 2022/08/02 19:23:14 - mmengine - INFO - Epoch(train) [34][1620/1879] lr: 1.0000e-02 eta: 1 day, 9:04:08 time: 0.2941 data_time: 0.0236 memory: 8198 grad_norm: 4.8316 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6844 loss: 1.6844 2022/08/02 19:23:20 - mmengine - INFO - Epoch(train) [34][1640/1879] lr: 1.0000e-02 eta: 1 day, 9:04:02 time: 0.2823 data_time: 0.0205 memory: 8198 grad_norm: 4.9825 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9997 loss: 1.9997 2022/08/02 19:23:25 - mmengine - INFO - Epoch(train) [34][1660/1879] lr: 1.0000e-02 eta: 1 day, 9:03:57 time: 0.2865 data_time: 0.0262 memory: 8198 grad_norm: 4.8792 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.1238 loss: 2.1238 2022/08/02 19:23:31 - mmengine - INFO - Epoch(train) [34][1680/1879] lr: 1.0000e-02 eta: 1 day, 9:03:51 time: 0.2847 data_time: 0.0214 memory: 8198 grad_norm: 5.0800 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 2.0348 loss: 2.0348 2022/08/02 19:23:37 - mmengine - INFO - Epoch(train) [34][1700/1879] lr: 1.0000e-02 eta: 1 day, 9:03:45 time: 0.2835 data_time: 0.0181 memory: 8198 grad_norm: 4.9586 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0344 loss: 2.0344 2022/08/02 19:23:43 - mmengine - INFO - Epoch(train) [34][1720/1879] lr: 1.0000e-02 eta: 1 day, 9:03:39 time: 0.2835 data_time: 0.0181 memory: 8198 grad_norm: 4.8829 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7564 loss: 1.7564 2022/08/02 19:23:48 - mmengine - INFO - Epoch(train) [34][1740/1879] lr: 1.0000e-02 eta: 1 day, 9:03:32 time: 0.2790 data_time: 0.0200 memory: 8198 grad_norm: 4.9224 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9295 loss: 1.9295 2022/08/02 19:23:54 - mmengine - INFO - Epoch(train) [34][1760/1879] lr: 1.0000e-02 eta: 1 day, 9:03:27 time: 0.2877 data_time: 0.0252 memory: 8198 grad_norm: 4.9313 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7637 loss: 1.7637 2022/08/02 19:23:59 - mmengine - INFO - Epoch(train) [34][1780/1879] lr: 1.0000e-02 eta: 1 day, 9:03:21 time: 0.2785 data_time: 0.0176 memory: 8198 grad_norm: 4.8915 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6960 loss: 1.6960 2022/08/02 19:24:05 - mmengine - INFO - Epoch(train) [34][1800/1879] lr: 1.0000e-02 eta: 1 day, 9:03:15 time: 0.2859 data_time: 0.0201 memory: 8198 grad_norm: 4.8694 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 2.0329 loss: 2.0329 2022/08/02 19:24:11 - mmengine - INFO - Epoch(train) [34][1820/1879] lr: 1.0000e-02 eta: 1 day, 9:03:09 time: 0.2824 data_time: 0.0230 memory: 8198 grad_norm: 5.0276 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9235 loss: 1.9235 2022/08/02 19:24:17 - mmengine - INFO - Epoch(train) [34][1840/1879] lr: 1.0000e-02 eta: 1 day, 9:03:05 time: 0.2968 data_time: 0.0436 memory: 8198 grad_norm: 4.9486 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7342 loss: 1.7342 2022/08/02 19:24:22 - mmengine - INFO - Epoch(train) [34][1860/1879] lr: 1.0000e-02 eta: 1 day, 9:02:59 time: 0.2838 data_time: 0.0253 memory: 8198 grad_norm: 4.9526 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7924 loss: 1.7924 2022/08/02 19:24:27 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:24:27 - mmengine - INFO - Epoch(train) [34][1879/1879] lr: 1.0000e-02 eta: 1 day, 9:02:59 time: 0.2539 data_time: 0.0151 memory: 8198 grad_norm: 4.9657 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9254 loss: 1.9254 2022/08/02 19:24:36 - mmengine - INFO - Epoch(train) [35][20/1879] lr: 1.0000e-02 eta: 1 day, 9:02:29 time: 0.4095 data_time: 0.1061 memory: 8198 grad_norm: 4.9111 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.7568 loss: 1.7568 2022/08/02 19:24:41 - mmengine - INFO - Epoch(train) [35][40/1879] lr: 1.0000e-02 eta: 1 day, 9:02:23 time: 0.2889 data_time: 0.0192 memory: 8198 grad_norm: 4.9505 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7761 loss: 1.7761 2022/08/02 19:24:47 - mmengine - INFO - Epoch(train) [35][60/1879] lr: 1.0000e-02 eta: 1 day, 9:02:20 time: 0.3038 data_time: 0.0245 memory: 8198 grad_norm: 4.9254 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6125 loss: 1.6125 2022/08/02 19:24:54 - mmengine - INFO - Epoch(train) [35][80/1879] lr: 1.0000e-02 eta: 1 day, 9:02:18 time: 0.3163 data_time: 0.0240 memory: 8198 grad_norm: 4.8666 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7797 loss: 1.7797 2022/08/02 19:25:00 - mmengine - INFO - Epoch(train) [35][100/1879] lr: 1.0000e-02 eta: 1 day, 9:02:14 time: 0.2973 data_time: 0.0221 memory: 8198 grad_norm: 4.9193 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6828 loss: 1.6828 2022/08/02 19:25:04 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:25:05 - mmengine - INFO - Epoch(train) [35][120/1879] lr: 1.0000e-02 eta: 1 day, 9:02:08 time: 0.2840 data_time: 0.0227 memory: 8198 grad_norm: 4.9432 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8426 loss: 1.8426 2022/08/02 19:25:11 - mmengine - INFO - Epoch(train) [35][140/1879] lr: 1.0000e-02 eta: 1 day, 9:02:03 time: 0.2842 data_time: 0.0248 memory: 8198 grad_norm: 4.9361 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8021 loss: 1.8021 2022/08/02 19:25:17 - mmengine - INFO - Epoch(train) [35][160/1879] lr: 1.0000e-02 eta: 1 day, 9:01:58 time: 0.2922 data_time: 0.0189 memory: 8198 grad_norm: 4.7946 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8347 loss: 1.8347 2022/08/02 19:25:23 - mmengine - INFO - Epoch(train) [35][180/1879] lr: 1.0000e-02 eta: 1 day, 9:01:52 time: 0.2816 data_time: 0.0260 memory: 8198 grad_norm: 4.8079 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6584 loss: 1.6584 2022/08/02 19:25:28 - mmengine - INFO - Epoch(train) [35][200/1879] lr: 1.0000e-02 eta: 1 day, 9:01:47 time: 0.2910 data_time: 0.0229 memory: 8198 grad_norm: 5.0491 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6501 loss: 1.6501 2022/08/02 19:25:34 - mmengine - INFO - Epoch(train) [35][220/1879] lr: 1.0000e-02 eta: 1 day, 9:01:41 time: 0.2871 data_time: 0.0179 memory: 8198 grad_norm: 4.9642 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.8811 loss: 1.8811 2022/08/02 19:25:40 - mmengine - INFO - Epoch(train) [35][240/1879] lr: 1.0000e-02 eta: 1 day, 9:01:35 time: 0.2825 data_time: 0.0225 memory: 8198 grad_norm: 4.9285 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8579 loss: 1.8579 2022/08/02 19:25:45 - mmengine - INFO - Epoch(train) [35][260/1879] lr: 1.0000e-02 eta: 1 day, 9:01:29 time: 0.2843 data_time: 0.0239 memory: 8198 grad_norm: 4.9766 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8824 loss: 1.8824 2022/08/02 19:25:51 - mmengine - INFO - Epoch(train) [35][280/1879] lr: 1.0000e-02 eta: 1 day, 9:01:24 time: 0.2858 data_time: 0.0304 memory: 8198 grad_norm: 4.9435 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.8209 loss: 1.8209 2022/08/02 19:25:57 - mmengine - INFO - Epoch(train) [35][300/1879] lr: 1.0000e-02 eta: 1 day, 9:01:18 time: 0.2848 data_time: 0.0223 memory: 8198 grad_norm: 4.9723 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8607 loss: 1.8607 2022/08/02 19:26:03 - mmengine - INFO - Epoch(train) [35][320/1879] lr: 1.0000e-02 eta: 1 day, 9:01:12 time: 0.2798 data_time: 0.0245 memory: 8198 grad_norm: 5.0029 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8209 loss: 1.8209 2022/08/02 19:26:08 - mmengine - INFO - Epoch(train) [35][340/1879] lr: 1.0000e-02 eta: 1 day, 9:01:06 time: 0.2864 data_time: 0.0225 memory: 8198 grad_norm: 4.9236 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7096 loss: 1.7096 2022/08/02 19:26:14 - mmengine - INFO - Epoch(train) [35][360/1879] lr: 1.0000e-02 eta: 1 day, 9:01:01 time: 0.2913 data_time: 0.0254 memory: 8198 grad_norm: 5.1410 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7506 loss: 1.7506 2022/08/02 19:26:20 - mmengine - INFO - Epoch(train) [35][380/1879] lr: 1.0000e-02 eta: 1 day, 9:00:55 time: 0.2819 data_time: 0.0274 memory: 8198 grad_norm: 5.0162 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8478 loss: 1.8478 2022/08/02 19:26:26 - mmengine - INFO - Epoch(train) [35][400/1879] lr: 1.0000e-02 eta: 1 day, 9:00:50 time: 0.2906 data_time: 0.0245 memory: 8198 grad_norm: 4.9648 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8450 loss: 1.8450 2022/08/02 19:26:31 - mmengine - INFO - Epoch(train) [35][420/1879] lr: 1.0000e-02 eta: 1 day, 9:00:44 time: 0.2803 data_time: 0.0200 memory: 8198 grad_norm: 4.9613 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7008 loss: 1.7008 2022/08/02 19:26:37 - mmengine - INFO - Epoch(train) [35][440/1879] lr: 1.0000e-02 eta: 1 day, 9:00:38 time: 0.2828 data_time: 0.0216 memory: 8198 grad_norm: 4.8466 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8053 loss: 1.8053 2022/08/02 19:26:43 - mmengine - INFO - Epoch(train) [35][460/1879] lr: 1.0000e-02 eta: 1 day, 9:00:33 time: 0.2958 data_time: 0.0257 memory: 8198 grad_norm: 5.0478 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7666 loss: 1.7666 2022/08/02 19:26:48 - mmengine - INFO - Epoch(train) [35][480/1879] lr: 1.0000e-02 eta: 1 day, 9:00:27 time: 0.2820 data_time: 0.0214 memory: 8198 grad_norm: 4.8445 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7610 loss: 1.7610 2022/08/02 19:26:54 - mmengine - INFO - Epoch(train) [35][500/1879] lr: 1.0000e-02 eta: 1 day, 9:00:21 time: 0.2817 data_time: 0.0194 memory: 8198 grad_norm: 5.0749 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8124 loss: 1.8124 2022/08/02 19:27:00 - mmengine - INFO - Epoch(train) [35][520/1879] lr: 1.0000e-02 eta: 1 day, 9:00:15 time: 0.2865 data_time: 0.0236 memory: 8198 grad_norm: 5.0027 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8493 loss: 1.8493 2022/08/02 19:27:05 - mmengine - INFO - Epoch(train) [35][540/1879] lr: 1.0000e-02 eta: 1 day, 9:00:10 time: 0.2851 data_time: 0.0255 memory: 8198 grad_norm: 4.9497 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.8701 loss: 1.8701 2022/08/02 19:27:11 - mmengine - INFO - Epoch(train) [35][560/1879] lr: 1.0000e-02 eta: 1 day, 9:00:04 time: 0.2859 data_time: 0.0274 memory: 8198 grad_norm: 4.9696 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.5979 loss: 1.5979 2022/08/02 19:27:17 - mmengine - INFO - Epoch(train) [35][580/1879] lr: 1.0000e-02 eta: 1 day, 8:59:58 time: 0.2857 data_time: 0.0274 memory: 8198 grad_norm: 4.9242 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0330 loss: 2.0330 2022/08/02 19:27:23 - mmengine - INFO - Epoch(train) [35][600/1879] lr: 1.0000e-02 eta: 1 day, 8:59:53 time: 0.2878 data_time: 0.0226 memory: 8198 grad_norm: 4.8384 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8529 loss: 1.8529 2022/08/02 19:27:28 - mmengine - INFO - Epoch(train) [35][620/1879] lr: 1.0000e-02 eta: 1 day, 8:59:48 time: 0.2864 data_time: 0.0241 memory: 8198 grad_norm: 4.8615 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6433 loss: 1.6433 2022/08/02 19:27:34 - mmengine - INFO - Epoch(train) [35][640/1879] lr: 1.0000e-02 eta: 1 day, 8:59:42 time: 0.2824 data_time: 0.0221 memory: 8198 grad_norm: 5.0232 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8716 loss: 1.8716 2022/08/02 19:27:40 - mmengine - INFO - Epoch(train) [35][660/1879] lr: 1.0000e-02 eta: 1 day, 8:59:35 time: 0.2816 data_time: 0.0220 memory: 8198 grad_norm: 4.9825 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8036 loss: 1.8036 2022/08/02 19:27:45 - mmengine - INFO - Epoch(train) [35][680/1879] lr: 1.0000e-02 eta: 1 day, 8:59:29 time: 0.2787 data_time: 0.0221 memory: 8198 grad_norm: 4.9196 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.9422 loss: 1.9422 2022/08/02 19:27:51 - mmengine - INFO - Epoch(train) [35][700/1879] lr: 1.0000e-02 eta: 1 day, 8:59:24 time: 0.2951 data_time: 0.0277 memory: 8198 grad_norm: 4.9809 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8022 loss: 1.8022 2022/08/02 19:27:57 - mmengine - INFO - Epoch(train) [35][720/1879] lr: 1.0000e-02 eta: 1 day, 8:59:18 time: 0.2810 data_time: 0.0170 memory: 8198 grad_norm: 4.9774 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9170 loss: 1.9170 2022/08/02 19:28:03 - mmengine - INFO - Epoch(train) [35][740/1879] lr: 1.0000e-02 eta: 1 day, 8:59:13 time: 0.2881 data_time: 0.0296 memory: 8198 grad_norm: 5.0264 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8865 loss: 1.8865 2022/08/02 19:28:08 - mmengine - INFO - Epoch(train) [35][760/1879] lr: 1.0000e-02 eta: 1 day, 8:59:07 time: 0.2837 data_time: 0.0215 memory: 8198 grad_norm: 4.9278 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8199 loss: 1.8199 2022/08/02 19:28:14 - mmengine - INFO - Epoch(train) [35][780/1879] lr: 1.0000e-02 eta: 1 day, 8:59:02 time: 0.2884 data_time: 0.0197 memory: 8198 grad_norm: 4.9258 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.6680 loss: 1.6680 2022/08/02 19:28:24 - mmengine - INFO - Epoch(train) [35][800/1879] lr: 1.0000e-02 eta: 1 day, 8:59:24 time: 0.5003 data_time: 0.0156 memory: 8198 grad_norm: 5.0784 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7030 loss: 1.7030 2022/08/02 19:28:30 - mmengine - INFO - Epoch(train) [35][820/1879] lr: 1.0000e-02 eta: 1 day, 8:59:18 time: 0.2897 data_time: 0.0266 memory: 8198 grad_norm: 5.0188 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.7729 loss: 1.7729 2022/08/02 19:28:36 - mmengine - INFO - Epoch(train) [35][840/1879] lr: 1.0000e-02 eta: 1 day, 8:59:13 time: 0.2853 data_time: 0.0233 memory: 8198 grad_norm: 5.0224 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8401 loss: 1.8401 2022/08/02 19:28:41 - mmengine - INFO - Epoch(train) [35][860/1879] lr: 1.0000e-02 eta: 1 day, 8:59:07 time: 0.2845 data_time: 0.0256 memory: 8198 grad_norm: 4.9011 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8003 loss: 1.8003 2022/08/02 19:28:47 - mmengine - INFO - Epoch(train) [35][880/1879] lr: 1.0000e-02 eta: 1 day, 8:59:01 time: 0.2801 data_time: 0.0220 memory: 8198 grad_norm: 4.9819 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7459 loss: 1.7459 2022/08/02 19:28:53 - mmengine - INFO - Epoch(train) [35][900/1879] lr: 1.0000e-02 eta: 1 day, 8:58:57 time: 0.3006 data_time: 0.0340 memory: 8198 grad_norm: 5.0462 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7154 loss: 1.7154 2022/08/02 19:28:58 - mmengine - INFO - Epoch(train) [35][920/1879] lr: 1.0000e-02 eta: 1 day, 8:58:50 time: 0.2785 data_time: 0.0222 memory: 8198 grad_norm: 5.0438 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9452 loss: 1.9452 2022/08/02 19:29:04 - mmengine - INFO - Epoch(train) [35][940/1879] lr: 1.0000e-02 eta: 1 day, 8:58:45 time: 0.2885 data_time: 0.0257 memory: 8198 grad_norm: 5.0153 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8184 loss: 1.8184 2022/08/02 19:29:10 - mmengine - INFO - Epoch(train) [35][960/1879] lr: 1.0000e-02 eta: 1 day, 8:58:39 time: 0.2833 data_time: 0.0227 memory: 8198 grad_norm: 4.9509 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6814 loss: 1.6814 2022/08/02 19:29:16 - mmengine - INFO - Epoch(train) [35][980/1879] lr: 1.0000e-02 eta: 1 day, 8:58:33 time: 0.2817 data_time: 0.0223 memory: 8198 grad_norm: 4.9506 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0218 loss: 2.0218 2022/08/02 19:29:21 - mmengine - INFO - Epoch(train) [35][1000/1879] lr: 1.0000e-02 eta: 1 day, 8:58:27 time: 0.2805 data_time: 0.0197 memory: 8198 grad_norm: 4.9798 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.7826 loss: 1.7826 2022/08/02 19:29:27 - mmengine - INFO - Epoch(train) [35][1020/1879] lr: 1.0000e-02 eta: 1 day, 8:58:21 time: 0.2857 data_time: 0.0267 memory: 8198 grad_norm: 4.8963 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8800 loss: 1.8800 2022/08/02 19:29:33 - mmengine - INFO - Epoch(train) [35][1040/1879] lr: 1.0000e-02 eta: 1 day, 8:58:15 time: 0.2868 data_time: 0.0228 memory: 8198 grad_norm: 4.9464 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8977 loss: 1.8977 2022/08/02 19:29:38 - mmengine - INFO - Epoch(train) [35][1060/1879] lr: 1.0000e-02 eta: 1 day, 8:58:10 time: 0.2838 data_time: 0.0231 memory: 8198 grad_norm: 4.8764 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.9012 loss: 1.9012 2022/08/02 19:29:44 - mmengine - INFO - Epoch(train) [35][1080/1879] lr: 1.0000e-02 eta: 1 day, 8:58:04 time: 0.2845 data_time: 0.0200 memory: 8198 grad_norm: 4.9464 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9357 loss: 1.9357 2022/08/02 19:29:50 - mmengine - INFO - Epoch(train) [35][1100/1879] lr: 1.0000e-02 eta: 1 day, 8:57:57 time: 0.2798 data_time: 0.0224 memory: 8198 grad_norm: 5.0497 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8124 loss: 1.8124 2022/08/02 19:29:54 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:29:55 - mmengine - INFO - Epoch(train) [35][1120/1879] lr: 1.0000e-02 eta: 1 day, 8:57:51 time: 0.2787 data_time: 0.0204 memory: 8198 grad_norm: 4.9761 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8824 loss: 1.8824 2022/08/02 19:30:01 - mmengine - INFO - Epoch(train) [35][1140/1879] lr: 1.0000e-02 eta: 1 day, 8:57:45 time: 0.2865 data_time: 0.0238 memory: 8198 grad_norm: 5.0106 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8707 loss: 1.8707 2022/08/02 19:30:07 - mmengine - INFO - Epoch(train) [35][1160/1879] lr: 1.0000e-02 eta: 1 day, 8:57:40 time: 0.2851 data_time: 0.0245 memory: 8198 grad_norm: 4.9162 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9081 loss: 1.9081 2022/08/02 19:30:12 - mmengine - INFO - Epoch(train) [35][1180/1879] lr: 1.0000e-02 eta: 1 day, 8:57:34 time: 0.2839 data_time: 0.0286 memory: 8198 grad_norm: 5.0433 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7413 loss: 1.7413 2022/08/02 19:30:18 - mmengine - INFO - Epoch(train) [35][1200/1879] lr: 1.0000e-02 eta: 1 day, 8:57:28 time: 0.2836 data_time: 0.0235 memory: 8198 grad_norm: 5.0446 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8217 loss: 1.8217 2022/08/02 19:30:24 - mmengine - INFO - Epoch(train) [35][1220/1879] lr: 1.0000e-02 eta: 1 day, 8:57:22 time: 0.2871 data_time: 0.0302 memory: 8198 grad_norm: 5.0439 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8146 loss: 1.8146 2022/08/02 19:30:29 - mmengine - INFO - Epoch(train) [35][1240/1879] lr: 1.0000e-02 eta: 1 day, 8:57:16 time: 0.2806 data_time: 0.0219 memory: 8198 grad_norm: 4.9056 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9155 loss: 1.9155 2022/08/02 19:30:35 - mmengine - INFO - Epoch(train) [35][1260/1879] lr: 1.0000e-02 eta: 1 day, 8:57:10 time: 0.2803 data_time: 0.0250 memory: 8198 grad_norm: 4.9939 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8145 loss: 1.8145 2022/08/02 19:30:41 - mmengine - INFO - Epoch(train) [35][1280/1879] lr: 1.0000e-02 eta: 1 day, 8:57:03 time: 0.2803 data_time: 0.0175 memory: 8198 grad_norm: 4.9440 top1_acc: 0.3125 top5_acc: 0.5000 loss_cls: 1.9384 loss: 1.9384 2022/08/02 19:30:46 - mmengine - INFO - Epoch(train) [35][1300/1879] lr: 1.0000e-02 eta: 1 day, 8:56:57 time: 0.2817 data_time: 0.0251 memory: 8198 grad_norm: 5.0930 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8098 loss: 1.8098 2022/08/02 19:30:52 - mmengine - INFO - Epoch(train) [35][1320/1879] lr: 1.0000e-02 eta: 1 day, 8:56:51 time: 0.2815 data_time: 0.0201 memory: 8198 grad_norm: 5.0650 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7722 loss: 1.7722 2022/08/02 19:30:58 - mmengine - INFO - Epoch(train) [35][1340/1879] lr: 1.0000e-02 eta: 1 day, 8:56:45 time: 0.2817 data_time: 0.0271 memory: 8198 grad_norm: 4.9621 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8010 loss: 1.8010 2022/08/02 19:31:04 - mmengine - INFO - Epoch(train) [35][1360/1879] lr: 1.0000e-02 eta: 1 day, 8:56:41 time: 0.3010 data_time: 0.0247 memory: 8198 grad_norm: 5.0495 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9180 loss: 1.9180 2022/08/02 19:31:09 - mmengine - INFO - Epoch(train) [35][1380/1879] lr: 1.0000e-02 eta: 1 day, 8:56:34 time: 0.2781 data_time: 0.0274 memory: 8198 grad_norm: 4.9851 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9168 loss: 1.9168 2022/08/02 19:31:15 - mmengine - INFO - Epoch(train) [35][1400/1879] lr: 1.0000e-02 eta: 1 day, 8:56:29 time: 0.2837 data_time: 0.0256 memory: 8198 grad_norm: 4.9104 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9238 loss: 1.9238 2022/08/02 19:31:20 - mmengine - INFO - Epoch(train) [35][1420/1879] lr: 1.0000e-02 eta: 1 day, 8:56:22 time: 0.2817 data_time: 0.0251 memory: 8198 grad_norm: 5.0161 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7256 loss: 1.7256 2022/08/02 19:31:26 - mmengine - INFO - Epoch(train) [35][1440/1879] lr: 1.0000e-02 eta: 1 day, 8:56:17 time: 0.2906 data_time: 0.0204 memory: 8198 grad_norm: 4.7609 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7051 loss: 1.7051 2022/08/02 19:31:32 - mmengine - INFO - Epoch(train) [35][1460/1879] lr: 1.0000e-02 eta: 1 day, 8:56:11 time: 0.2805 data_time: 0.0228 memory: 8198 grad_norm: 4.8774 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9471 loss: 1.9471 2022/08/02 19:31:38 - mmengine - INFO - Epoch(train) [35][1480/1879] lr: 1.0000e-02 eta: 1 day, 8:56:05 time: 0.2850 data_time: 0.0256 memory: 8198 grad_norm: 5.0547 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.7262 loss: 1.7262 2022/08/02 19:31:43 - mmengine - INFO - Epoch(train) [35][1500/1879] lr: 1.0000e-02 eta: 1 day, 8:55:59 time: 0.2838 data_time: 0.0243 memory: 8198 grad_norm: 5.0230 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8763 loss: 1.8763 2022/08/02 19:31:49 - mmengine - INFO - Epoch(train) [35][1520/1879] lr: 1.0000e-02 eta: 1 day, 8:55:53 time: 0.2786 data_time: 0.0217 memory: 8198 grad_norm: 4.9888 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8215 loss: 1.8215 2022/08/02 19:31:55 - mmengine - INFO - Epoch(train) [35][1540/1879] lr: 1.0000e-02 eta: 1 day, 8:55:47 time: 0.2827 data_time: 0.0256 memory: 8198 grad_norm: 4.9274 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7098 loss: 1.7098 2022/08/02 19:32:00 - mmengine - INFO - Epoch(train) [35][1560/1879] lr: 1.0000e-02 eta: 1 day, 8:55:40 time: 0.2782 data_time: 0.0235 memory: 8198 grad_norm: 5.0815 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9723 loss: 1.9723 2022/08/02 19:32:06 - mmengine - INFO - Epoch(train) [35][1580/1879] lr: 1.0000e-02 eta: 1 day, 8:55:34 time: 0.2806 data_time: 0.0238 memory: 8198 grad_norm: 4.9504 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8393 loss: 1.8393 2022/08/02 19:32:11 - mmengine - INFO - Epoch(train) [35][1600/1879] lr: 1.0000e-02 eta: 1 day, 8:55:28 time: 0.2812 data_time: 0.0252 memory: 8198 grad_norm: 4.9294 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.8593 loss: 1.8593 2022/08/02 19:32:17 - mmengine - INFO - Epoch(train) [35][1620/1879] lr: 1.0000e-02 eta: 1 day, 8:55:22 time: 0.2849 data_time: 0.0223 memory: 8198 grad_norm: 4.9979 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9672 loss: 1.9672 2022/08/02 19:32:23 - mmengine - INFO - Epoch(train) [35][1640/1879] lr: 1.0000e-02 eta: 1 day, 8:55:16 time: 0.2860 data_time: 0.0241 memory: 8198 grad_norm: 4.8325 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6518 loss: 1.6518 2022/08/02 19:32:28 - mmengine - INFO - Epoch(train) [35][1660/1879] lr: 1.0000e-02 eta: 1 day, 8:55:10 time: 0.2820 data_time: 0.0203 memory: 8198 grad_norm: 4.9364 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8689 loss: 1.8689 2022/08/02 19:32:34 - mmengine - INFO - Epoch(train) [35][1680/1879] lr: 1.0000e-02 eta: 1 day, 8:55:04 time: 0.2800 data_time: 0.0248 memory: 8198 grad_norm: 4.8132 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7670 loss: 1.7670 2022/08/02 19:32:40 - mmengine - INFO - Epoch(train) [35][1700/1879] lr: 1.0000e-02 eta: 1 day, 8:54:58 time: 0.2840 data_time: 0.0201 memory: 8198 grad_norm: 4.7693 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9405 loss: 1.9405 2022/08/02 19:32:45 - mmengine - INFO - Epoch(train) [35][1720/1879] lr: 1.0000e-02 eta: 1 day, 8:54:52 time: 0.2857 data_time: 0.0226 memory: 8198 grad_norm: 4.9173 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.7818 loss: 1.7818 2022/08/02 19:32:51 - mmengine - INFO - Epoch(train) [35][1740/1879] lr: 1.0000e-02 eta: 1 day, 8:54:48 time: 0.2958 data_time: 0.0239 memory: 8198 grad_norm: 4.9180 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8269 loss: 1.8269 2022/08/02 19:32:57 - mmengine - INFO - Epoch(train) [35][1760/1879] lr: 1.0000e-02 eta: 1 day, 8:54:43 time: 0.2875 data_time: 0.0233 memory: 8198 grad_norm: 4.9102 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8982 loss: 1.8982 2022/08/02 19:33:03 - mmengine - INFO - Epoch(train) [35][1780/1879] lr: 1.0000e-02 eta: 1 day, 8:54:38 time: 0.2923 data_time: 0.0224 memory: 8198 grad_norm: 4.9237 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9659 loss: 1.9659 2022/08/02 19:33:09 - mmengine - INFO - Epoch(train) [35][1800/1879] lr: 1.0000e-02 eta: 1 day, 8:54:31 time: 0.2803 data_time: 0.0261 memory: 8198 grad_norm: 4.8902 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9576 loss: 1.9576 2022/08/02 19:33:14 - mmengine - INFO - Epoch(train) [35][1820/1879] lr: 1.0000e-02 eta: 1 day, 8:54:26 time: 0.2870 data_time: 0.0252 memory: 8198 grad_norm: 4.9970 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8620 loss: 1.8620 2022/08/02 19:33:20 - mmengine - INFO - Epoch(train) [35][1840/1879] lr: 1.0000e-02 eta: 1 day, 8:54:20 time: 0.2843 data_time: 0.0266 memory: 8198 grad_norm: 4.9327 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9271 loss: 1.9271 2022/08/02 19:33:26 - mmengine - INFO - Epoch(train) [35][1860/1879] lr: 1.0000e-02 eta: 1 day, 8:54:14 time: 0.2833 data_time: 0.0274 memory: 8198 grad_norm: 4.9979 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9768 loss: 1.9768 2022/08/02 19:33:31 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:33:31 - mmengine - INFO - Epoch(train) [35][1879/1879] lr: 1.0000e-02 eta: 1 day, 8:54:14 time: 0.2536 data_time: 0.0179 memory: 8198 grad_norm: 5.0749 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8423 loss: 1.8423 2022/08/02 19:33:37 - mmengine - INFO - Epoch(val) [35][20/155] eta: 0:00:44 time: 0.3326 data_time: 0.2399 memory: 1514 2022/08/02 19:33:41 - mmengine - INFO - Epoch(val) [35][40/155] eta: 0:00:24 time: 0.2132 data_time: 0.1241 memory: 1514 2022/08/02 19:33:48 - mmengine - INFO - Epoch(val) [35][60/155] eta: 0:00:29 time: 0.3062 data_time: 0.2212 memory: 1514 2022/08/02 19:33:52 - mmengine - INFO - Epoch(val) [35][80/155] eta: 0:00:18 time: 0.2408 data_time: 0.1487 memory: 1514 2022/08/02 19:33:59 - mmengine - INFO - Epoch(val) [35][100/155] eta: 0:00:17 time: 0.3174 data_time: 0.2295 memory: 1514 2022/08/02 19:34:04 - mmengine - INFO - Epoch(val) [35][120/155] eta: 0:00:09 time: 0.2806 data_time: 0.1939 memory: 1514 2022/08/02 19:34:11 - mmengine - INFO - Epoch(val) [35][140/155] eta: 0:00:04 time: 0.3271 data_time: 0.2413 memory: 1514 2022/08/02 19:34:15 - mmengine - INFO - Epoch(val) [35][155/155] acc/top1: 0.6230 acc/top5: 0.8428 acc/mean1: 0.6228 2022/08/02 19:34:15 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb/best_acc/top1_epoch_31.pth is removed 2022/08/02 19:34:17 - mmengine - INFO - The best checkpoint with 0.6230 acc/top1 at 36 epoch is saved to best_acc/top1_epoch_36.pth. 2022/08/02 19:34:24 - mmengine - INFO - Epoch(train) [36][20/1879] lr: 1.0000e-02 eta: 1 day, 8:53:39 time: 0.3633 data_time: 0.1042 memory: 8198 grad_norm: 4.8761 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0111 loss: 2.0111 2022/08/02 19:34:30 - mmengine - INFO - Epoch(train) [36][40/1879] lr: 1.0000e-02 eta: 1 day, 8:53:33 time: 0.2841 data_time: 0.0210 memory: 8198 grad_norm: 4.8859 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.7324 loss: 1.7324 2022/08/02 19:34:36 - mmengine - INFO - Epoch(train) [36][60/1879] lr: 1.0000e-02 eta: 1 day, 8:53:27 time: 0.2864 data_time: 0.0228 memory: 8198 grad_norm: 4.9593 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.7972 loss: 1.7972 2022/08/02 19:34:41 - mmengine - INFO - Epoch(train) [36][80/1879] lr: 1.0000e-02 eta: 1 day, 8:53:22 time: 0.2851 data_time: 0.0203 memory: 8198 grad_norm: 4.9638 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9189 loss: 1.9189 2022/08/02 19:34:47 - mmengine - INFO - Epoch(train) [36][100/1879] lr: 1.0000e-02 eta: 1 day, 8:53:15 time: 0.2804 data_time: 0.0215 memory: 8198 grad_norm: 4.9921 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8010 loss: 1.8010 2022/08/02 19:34:53 - mmengine - INFO - Epoch(train) [36][120/1879] lr: 1.0000e-02 eta: 1 day, 8:53:09 time: 0.2812 data_time: 0.0211 memory: 8198 grad_norm: 4.9697 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7641 loss: 1.7641 2022/08/02 19:34:58 - mmengine - INFO - Epoch(train) [36][140/1879] lr: 1.0000e-02 eta: 1 day, 8:53:03 time: 0.2822 data_time: 0.0270 memory: 8198 grad_norm: 5.0029 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8809 loss: 1.8809 2022/08/02 19:35:04 - mmengine - INFO - Epoch(train) [36][160/1879] lr: 1.0000e-02 eta: 1 day, 8:52:57 time: 0.2832 data_time: 0.0248 memory: 8198 grad_norm: 4.9581 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7124 loss: 1.7124 2022/08/02 19:35:10 - mmengine - INFO - Epoch(train) [36][180/1879] lr: 1.0000e-02 eta: 1 day, 8:52:51 time: 0.2823 data_time: 0.0264 memory: 8198 grad_norm: 4.9859 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8464 loss: 1.8464 2022/08/02 19:35:15 - mmengine - INFO - Epoch(train) [36][200/1879] lr: 1.0000e-02 eta: 1 day, 8:52:45 time: 0.2830 data_time: 0.0211 memory: 8198 grad_norm: 4.9917 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.8248 loss: 1.8248 2022/08/02 19:35:21 - mmengine - INFO - Epoch(train) [36][220/1879] lr: 1.0000e-02 eta: 1 day, 8:52:39 time: 0.2798 data_time: 0.0230 memory: 8198 grad_norm: 5.0299 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7721 loss: 1.7721 2022/08/02 19:35:25 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:35:27 - mmengine - INFO - Epoch(train) [36][240/1879] lr: 1.0000e-02 eta: 1 day, 8:52:33 time: 0.2853 data_time: 0.0258 memory: 8198 grad_norm: 5.0052 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8768 loss: 1.8768 2022/08/02 19:35:32 - mmengine - INFO - Epoch(train) [36][260/1879] lr: 1.0000e-02 eta: 1 day, 8:52:28 time: 0.2900 data_time: 0.0249 memory: 8198 grad_norm: 4.8892 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9040 loss: 1.9040 2022/08/02 19:35:38 - mmengine - INFO - Epoch(train) [36][280/1879] lr: 1.0000e-02 eta: 1 day, 8:52:21 time: 0.2799 data_time: 0.0248 memory: 8198 grad_norm: 4.9148 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7190 loss: 1.7190 2022/08/02 19:35:44 - mmengine - INFO - Epoch(train) [36][300/1879] lr: 1.0000e-02 eta: 1 day, 8:52:16 time: 0.2855 data_time: 0.0241 memory: 8198 grad_norm: 5.0258 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7683 loss: 1.7683 2022/08/02 19:35:50 - mmengine - INFO - Epoch(train) [36][320/1879] lr: 1.0000e-02 eta: 1 day, 8:52:12 time: 0.3033 data_time: 0.0184 memory: 8198 grad_norm: 5.0774 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8368 loss: 1.8368 2022/08/02 19:35:56 - mmengine - INFO - Epoch(train) [36][340/1879] lr: 1.0000e-02 eta: 1 day, 8:52:07 time: 0.2851 data_time: 0.0245 memory: 8198 grad_norm: 4.9252 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8498 loss: 1.8498 2022/08/02 19:36:01 - mmengine - INFO - Epoch(train) [36][360/1879] lr: 1.0000e-02 eta: 1 day, 8:52:00 time: 0.2812 data_time: 0.0223 memory: 8198 grad_norm: 4.9232 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7113 loss: 1.7113 2022/08/02 19:36:07 - mmengine - INFO - Epoch(train) [36][380/1879] lr: 1.0000e-02 eta: 1 day, 8:51:54 time: 0.2813 data_time: 0.0245 memory: 8198 grad_norm: 4.8365 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7909 loss: 1.7909 2022/08/02 19:36:12 - mmengine - INFO - Epoch(train) [36][400/1879] lr: 1.0000e-02 eta: 1 day, 8:51:48 time: 0.2827 data_time: 0.0209 memory: 8198 grad_norm: 4.9075 top1_acc: 0.2500 top5_acc: 0.4375 loss_cls: 1.7520 loss: 1.7520 2022/08/02 19:36:18 - mmengine - INFO - Epoch(train) [36][420/1879] lr: 1.0000e-02 eta: 1 day, 8:51:43 time: 0.2901 data_time: 0.0237 memory: 8198 grad_norm: 4.9559 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.6935 loss: 1.6935 2022/08/02 19:36:24 - mmengine - INFO - Epoch(train) [36][440/1879] lr: 1.0000e-02 eta: 1 day, 8:51:38 time: 0.2896 data_time: 0.0204 memory: 8198 grad_norm: 4.8382 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7734 loss: 1.7734 2022/08/02 19:36:30 - mmengine - INFO - Epoch(train) [36][460/1879] lr: 1.0000e-02 eta: 1 day, 8:51:31 time: 0.2778 data_time: 0.0250 memory: 8198 grad_norm: 5.0006 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8771 loss: 1.8771 2022/08/02 19:36:35 - mmengine - INFO - Epoch(train) [36][480/1879] lr: 1.0000e-02 eta: 1 day, 8:51:26 time: 0.2880 data_time: 0.0327 memory: 8198 grad_norm: 4.9583 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8816 loss: 1.8816 2022/08/02 19:36:41 - mmengine - INFO - Epoch(train) [36][500/1879] lr: 1.0000e-02 eta: 1 day, 8:51:20 time: 0.2804 data_time: 0.0184 memory: 8198 grad_norm: 4.9276 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 2.0155 loss: 2.0155 2022/08/02 19:36:47 - mmengine - INFO - Epoch(train) [36][520/1879] lr: 1.0000e-02 eta: 1 day, 8:51:14 time: 0.2838 data_time: 0.0235 memory: 8198 grad_norm: 4.9504 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8002 loss: 1.8002 2022/08/02 19:36:52 - mmengine - INFO - Epoch(train) [36][540/1879] lr: 1.0000e-02 eta: 1 day, 8:51:08 time: 0.2842 data_time: 0.0267 memory: 8198 grad_norm: 5.0515 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9620 loss: 1.9620 2022/08/02 19:36:58 - mmengine - INFO - Epoch(train) [36][560/1879] lr: 1.0000e-02 eta: 1 day, 8:51:02 time: 0.2797 data_time: 0.0250 memory: 8198 grad_norm: 5.0512 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8960 loss: 1.8960 2022/08/02 19:37:04 - mmengine - INFO - Epoch(train) [36][580/1879] lr: 1.0000e-02 eta: 1 day, 8:50:56 time: 0.2855 data_time: 0.0241 memory: 8198 grad_norm: 4.9650 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8050 loss: 1.8050 2022/08/02 19:37:09 - mmengine - INFO - Epoch(train) [36][600/1879] lr: 1.0000e-02 eta: 1 day, 8:50:50 time: 0.2835 data_time: 0.0248 memory: 8198 grad_norm: 4.9831 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8059 loss: 1.8059 2022/08/02 19:37:15 - mmengine - INFO - Epoch(train) [36][620/1879] lr: 1.0000e-02 eta: 1 day, 8:50:44 time: 0.2857 data_time: 0.0197 memory: 8198 grad_norm: 4.9800 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7673 loss: 1.7673 2022/08/02 19:37:21 - mmengine - INFO - Epoch(train) [36][640/1879] lr: 1.0000e-02 eta: 1 day, 8:50:39 time: 0.2841 data_time: 0.0237 memory: 8198 grad_norm: 5.0401 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.9261 loss: 1.9261 2022/08/02 19:37:27 - mmengine - INFO - Epoch(train) [36][660/1879] lr: 1.0000e-02 eta: 1 day, 8:50:33 time: 0.2838 data_time: 0.0267 memory: 8198 grad_norm: 4.7662 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6534 loss: 1.6534 2022/08/02 19:37:32 - mmengine - INFO - Epoch(train) [36][680/1879] lr: 1.0000e-02 eta: 1 day, 8:50:27 time: 0.2827 data_time: 0.0216 memory: 8198 grad_norm: 5.0074 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.8371 loss: 1.8371 2022/08/02 19:37:38 - mmengine - INFO - Epoch(train) [36][700/1879] lr: 1.0000e-02 eta: 1 day, 8:50:20 time: 0.2805 data_time: 0.0261 memory: 8198 grad_norm: 4.9414 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9560 loss: 1.9560 2022/08/02 19:37:44 - mmengine - INFO - Epoch(train) [36][720/1879] lr: 1.0000e-02 eta: 1 day, 8:50:15 time: 0.2871 data_time: 0.0283 memory: 8198 grad_norm: 5.0950 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7390 loss: 1.7390 2022/08/02 19:37:49 - mmengine - INFO - Epoch(train) [36][740/1879] lr: 1.0000e-02 eta: 1 day, 8:50:08 time: 0.2788 data_time: 0.0222 memory: 8198 grad_norm: 5.0142 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7509 loss: 1.7509 2022/08/02 19:37:55 - mmengine - INFO - Epoch(train) [36][760/1879] lr: 1.0000e-02 eta: 1 day, 8:50:03 time: 0.2902 data_time: 0.0262 memory: 8198 grad_norm: 5.0117 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9903 loss: 1.9903 2022/08/02 19:38:01 - mmengine - INFO - Epoch(train) [36][780/1879] lr: 1.0000e-02 eta: 1 day, 8:49:58 time: 0.2875 data_time: 0.0244 memory: 8198 grad_norm: 4.9698 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7883 loss: 1.7883 2022/08/02 19:38:06 - mmengine - INFO - Epoch(train) [36][800/1879] lr: 1.0000e-02 eta: 1 day, 8:49:52 time: 0.2801 data_time: 0.0294 memory: 8198 grad_norm: 5.0623 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9003 loss: 1.9003 2022/08/02 19:38:12 - mmengine - INFO - Epoch(train) [36][820/1879] lr: 1.0000e-02 eta: 1 day, 8:49:46 time: 0.2893 data_time: 0.0267 memory: 8198 grad_norm: 4.8357 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7096 loss: 1.7096 2022/08/02 19:38:18 - mmengine - INFO - Epoch(train) [36][840/1879] lr: 1.0000e-02 eta: 1 day, 8:49:40 time: 0.2790 data_time: 0.0261 memory: 8198 grad_norm: 4.8935 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7850 loss: 1.7850 2022/08/02 19:38:23 - mmengine - INFO - Epoch(train) [36][860/1879] lr: 1.0000e-02 eta: 1 day, 8:49:34 time: 0.2836 data_time: 0.0226 memory: 8198 grad_norm: 4.9900 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.7900 loss: 1.7900 2022/08/02 19:38:29 - mmengine - INFO - Epoch(train) [36][880/1879] lr: 1.0000e-02 eta: 1 day, 8:49:28 time: 0.2785 data_time: 0.0227 memory: 8198 grad_norm: 5.0229 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7318 loss: 1.7318 2022/08/02 19:38:35 - mmengine - INFO - Epoch(train) [36][900/1879] lr: 1.0000e-02 eta: 1 day, 8:49:22 time: 0.2845 data_time: 0.0232 memory: 8198 grad_norm: 4.9339 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8297 loss: 1.8297 2022/08/02 19:38:41 - mmengine - INFO - Epoch(train) [36][920/1879] lr: 1.0000e-02 eta: 1 day, 8:49:17 time: 0.2945 data_time: 0.0242 memory: 8198 grad_norm: 4.9984 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0016 loss: 2.0016 2022/08/02 19:38:46 - mmengine - INFO - Epoch(train) [36][940/1879] lr: 1.0000e-02 eta: 1 day, 8:49:11 time: 0.2811 data_time: 0.0240 memory: 8198 grad_norm: 4.9709 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8496 loss: 1.8496 2022/08/02 19:38:52 - mmengine - INFO - Epoch(train) [36][960/1879] lr: 1.0000e-02 eta: 1 day, 8:49:05 time: 0.2795 data_time: 0.0230 memory: 8198 grad_norm: 4.9877 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5638 loss: 1.5638 2022/08/02 19:38:57 - mmengine - INFO - Epoch(train) [36][980/1879] lr: 1.0000e-02 eta: 1 day, 8:48:59 time: 0.2837 data_time: 0.0237 memory: 8198 grad_norm: 4.9258 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7259 loss: 1.7259 2022/08/02 19:39:03 - mmengine - INFO - Epoch(train) [36][1000/1879] lr: 1.0000e-02 eta: 1 day, 8:48:53 time: 0.2850 data_time: 0.0208 memory: 8198 grad_norm: 4.9707 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8322 loss: 1.8322 2022/08/02 19:39:09 - mmengine - INFO - Epoch(train) [36][1020/1879] lr: 1.0000e-02 eta: 1 day, 8:48:47 time: 0.2826 data_time: 0.0235 memory: 8198 grad_norm: 5.0520 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8808 loss: 1.8808 2022/08/02 19:39:15 - mmengine - INFO - Epoch(train) [36][1040/1879] lr: 1.0000e-02 eta: 1 day, 8:48:41 time: 0.2844 data_time: 0.0303 memory: 8198 grad_norm: 4.7941 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6882 loss: 1.6882 2022/08/02 19:39:20 - mmengine - INFO - Epoch(train) [36][1060/1879] lr: 1.0000e-02 eta: 1 day, 8:48:35 time: 0.2833 data_time: 0.0214 memory: 8198 grad_norm: 5.0320 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7196 loss: 1.7196 2022/08/02 19:39:26 - mmengine - INFO - Epoch(train) [36][1080/1879] lr: 1.0000e-02 eta: 1 day, 8:48:31 time: 0.2939 data_time: 0.0227 memory: 8198 grad_norm: 5.0040 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9787 loss: 1.9787 2022/08/02 19:39:32 - mmengine - INFO - Epoch(train) [36][1100/1879] lr: 1.0000e-02 eta: 1 day, 8:48:25 time: 0.2828 data_time: 0.0213 memory: 8198 grad_norm: 4.9512 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.8403 loss: 1.8403 2022/08/02 19:39:37 - mmengine - INFO - Epoch(train) [36][1120/1879] lr: 1.0000e-02 eta: 1 day, 8:48:18 time: 0.2786 data_time: 0.0239 memory: 8198 grad_norm: 4.9537 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7136 loss: 1.7136 2022/08/02 19:39:43 - mmengine - INFO - Epoch(train) [36][1140/1879] lr: 1.0000e-02 eta: 1 day, 8:48:12 time: 0.2836 data_time: 0.0268 memory: 8198 grad_norm: 4.9354 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6597 loss: 1.6597 2022/08/02 19:39:49 - mmengine - INFO - Epoch(train) [36][1160/1879] lr: 1.0000e-02 eta: 1 day, 8:48:07 time: 0.2848 data_time: 0.0212 memory: 8198 grad_norm: 4.8954 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9108 loss: 1.9108 2022/08/02 19:39:54 - mmengine - INFO - Epoch(train) [36][1180/1879] lr: 1.0000e-02 eta: 1 day, 8:48:01 time: 0.2877 data_time: 0.0234 memory: 8198 grad_norm: 5.0184 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 2.0500 loss: 2.0500 2022/08/02 19:40:00 - mmengine - INFO - Epoch(train) [36][1200/1879] lr: 1.0000e-02 eta: 1 day, 8:47:55 time: 0.2799 data_time: 0.0260 memory: 8198 grad_norm: 4.8884 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7652 loss: 1.7652 2022/08/02 19:40:06 - mmengine - INFO - Epoch(train) [36][1220/1879] lr: 1.0000e-02 eta: 1 day, 8:47:49 time: 0.2857 data_time: 0.0231 memory: 8198 grad_norm: 4.9279 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6763 loss: 1.6763 2022/08/02 19:40:10 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:40:11 - mmengine - INFO - Epoch(train) [36][1240/1879] lr: 1.0000e-02 eta: 1 day, 8:47:43 time: 0.2825 data_time: 0.0251 memory: 8198 grad_norm: 5.0091 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9478 loss: 1.9478 2022/08/02 19:40:17 - mmengine - INFO - Epoch(train) [36][1260/1879] lr: 1.0000e-02 eta: 1 day, 8:47:39 time: 0.2962 data_time: 0.0254 memory: 8198 grad_norm: 4.9065 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9135 loss: 1.9135 2022/08/02 19:40:23 - mmengine - INFO - Epoch(train) [36][1280/1879] lr: 1.0000e-02 eta: 1 day, 8:47:32 time: 0.2777 data_time: 0.0199 memory: 8198 grad_norm: 5.0958 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.9118 loss: 1.9118 2022/08/02 19:40:29 - mmengine - INFO - Epoch(train) [36][1300/1879] lr: 1.0000e-02 eta: 1 day, 8:47:26 time: 0.2810 data_time: 0.0240 memory: 8198 grad_norm: 5.0215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6761 loss: 1.6761 2022/08/02 19:40:34 - mmengine - INFO - Epoch(train) [36][1320/1879] lr: 1.0000e-02 eta: 1 day, 8:47:20 time: 0.2860 data_time: 0.0242 memory: 8198 grad_norm: 4.9949 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.7269 loss: 1.7269 2022/08/02 19:40:40 - mmengine - INFO - Epoch(train) [36][1340/1879] lr: 1.0000e-02 eta: 1 day, 8:47:14 time: 0.2834 data_time: 0.0238 memory: 8198 grad_norm: 4.9711 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.8291 loss: 1.8291 2022/08/02 19:40:46 - mmengine - INFO - Epoch(train) [36][1360/1879] lr: 1.0000e-02 eta: 1 day, 8:47:08 time: 0.2801 data_time: 0.0237 memory: 8198 grad_norm: 5.0563 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8856 loss: 1.8856 2022/08/02 19:40:51 - mmengine - INFO - Epoch(train) [36][1380/1879] lr: 1.0000e-02 eta: 1 day, 8:47:02 time: 0.2815 data_time: 0.0222 memory: 8198 grad_norm: 4.9831 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6613 loss: 1.6613 2022/08/02 19:40:57 - mmengine - INFO - Epoch(train) [36][1400/1879] lr: 1.0000e-02 eta: 1 day, 8:46:56 time: 0.2845 data_time: 0.0188 memory: 8198 grad_norm: 4.9632 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.7410 loss: 1.7410 2022/08/02 19:41:03 - mmengine - INFO - Epoch(train) [36][1420/1879] lr: 1.0000e-02 eta: 1 day, 8:46:50 time: 0.2852 data_time: 0.0272 memory: 8198 grad_norm: 4.9686 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8770 loss: 1.8770 2022/08/02 19:41:08 - mmengine - INFO - Epoch(train) [36][1440/1879] lr: 1.0000e-02 eta: 1 day, 8:46:44 time: 0.2814 data_time: 0.0226 memory: 8198 grad_norm: 4.9716 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8714 loss: 1.8714 2022/08/02 19:41:14 - mmengine - INFO - Epoch(train) [36][1460/1879] lr: 1.0000e-02 eta: 1 day, 8:46:40 time: 0.2955 data_time: 0.0260 memory: 8198 grad_norm: 4.9753 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.7832 loss: 1.7832 2022/08/02 19:41:20 - mmengine - INFO - Epoch(train) [36][1480/1879] lr: 1.0000e-02 eta: 1 day, 8:46:34 time: 0.2860 data_time: 0.0233 memory: 8198 grad_norm: 4.8286 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7734 loss: 1.7734 2022/08/02 19:41:26 - mmengine - INFO - Epoch(train) [36][1500/1879] lr: 1.0000e-02 eta: 1 day, 8:46:28 time: 0.2819 data_time: 0.0213 memory: 8198 grad_norm: 5.0503 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8125 loss: 1.8125 2022/08/02 19:41:31 - mmengine - INFO - Epoch(train) [36][1520/1879] lr: 1.0000e-02 eta: 1 day, 8:46:23 time: 0.2895 data_time: 0.0274 memory: 8198 grad_norm: 4.8921 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7723 loss: 1.7723 2022/08/02 19:41:37 - mmengine - INFO - Epoch(train) [36][1540/1879] lr: 1.0000e-02 eta: 1 day, 8:46:17 time: 0.2797 data_time: 0.0249 memory: 8198 grad_norm: 5.0460 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8307 loss: 1.8307 2022/08/02 19:41:43 - mmengine - INFO - Epoch(train) [36][1560/1879] lr: 1.0000e-02 eta: 1 day, 8:46:10 time: 0.2816 data_time: 0.0197 memory: 8198 grad_norm: 5.0348 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7522 loss: 1.7522 2022/08/02 19:41:48 - mmengine - INFO - Epoch(train) [36][1580/1879] lr: 1.0000e-02 eta: 1 day, 8:46:04 time: 0.2805 data_time: 0.0233 memory: 8198 grad_norm: 4.9538 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8374 loss: 1.8374 2022/08/02 19:41:54 - mmengine - INFO - Epoch(train) [36][1600/1879] lr: 1.0000e-02 eta: 1 day, 8:45:58 time: 0.2849 data_time: 0.0226 memory: 8198 grad_norm: 5.0350 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7851 loss: 1.7851 2022/08/02 19:42:00 - mmengine - INFO - Epoch(train) [36][1620/1879] lr: 1.0000e-02 eta: 1 day, 8:45:52 time: 0.2802 data_time: 0.0272 memory: 8198 grad_norm: 4.8999 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9277 loss: 1.9277 2022/08/02 19:42:05 - mmengine - INFO - Epoch(train) [36][1640/1879] lr: 1.0000e-02 eta: 1 day, 8:45:46 time: 0.2818 data_time: 0.0229 memory: 8198 grad_norm: 4.9113 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9250 loss: 1.9250 2022/08/02 19:42:11 - mmengine - INFO - Epoch(train) [36][1660/1879] lr: 1.0000e-02 eta: 1 day, 8:45:40 time: 0.2802 data_time: 0.0242 memory: 8198 grad_norm: 4.8286 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6950 loss: 1.6950 2022/08/02 19:42:16 - mmengine - INFO - Epoch(train) [36][1680/1879] lr: 1.0000e-02 eta: 1 day, 8:45:34 time: 0.2854 data_time: 0.0233 memory: 8198 grad_norm: 5.0693 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9450 loss: 1.9450 2022/08/02 19:42:22 - mmengine - INFO - Epoch(train) [36][1700/1879] lr: 1.0000e-02 eta: 1 day, 8:45:28 time: 0.2825 data_time: 0.0280 memory: 8198 grad_norm: 4.7809 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7668 loss: 1.7668 2022/08/02 19:42:28 - mmengine - INFO - Epoch(train) [36][1720/1879] lr: 1.0000e-02 eta: 1 day, 8:45:22 time: 0.2818 data_time: 0.0199 memory: 8198 grad_norm: 4.6840 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.1520 loss: 2.1520 2022/08/02 19:42:34 - mmengine - INFO - Epoch(train) [36][1740/1879] lr: 1.0000e-02 eta: 1 day, 8:45:16 time: 0.2860 data_time: 0.0274 memory: 8198 grad_norm: 4.9846 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0081 loss: 2.0081 2022/08/02 19:42:39 - mmengine - INFO - Epoch(train) [36][1760/1879] lr: 1.0000e-02 eta: 1 day, 8:45:10 time: 0.2814 data_time: 0.0216 memory: 8198 grad_norm: 5.0554 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8277 loss: 1.8277 2022/08/02 19:42:45 - mmengine - INFO - Epoch(train) [36][1780/1879] lr: 1.0000e-02 eta: 1 day, 8:45:04 time: 0.2812 data_time: 0.0217 memory: 8198 grad_norm: 5.0223 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8895 loss: 1.8895 2022/08/02 19:42:50 - mmengine - INFO - Epoch(train) [36][1800/1879] lr: 1.0000e-02 eta: 1 day, 8:44:58 time: 0.2818 data_time: 0.0228 memory: 8198 grad_norm: 4.9689 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0302 loss: 2.0302 2022/08/02 19:42:56 - mmengine - INFO - Epoch(train) [36][1820/1879] lr: 1.0000e-02 eta: 1 day, 8:44:52 time: 0.2822 data_time: 0.0237 memory: 8198 grad_norm: 4.9730 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8302 loss: 1.8302 2022/08/02 19:43:02 - mmengine - INFO - Epoch(train) [36][1840/1879] lr: 1.0000e-02 eta: 1 day, 8:44:46 time: 0.2815 data_time: 0.0213 memory: 8198 grad_norm: 4.7464 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8331 loss: 1.8331 2022/08/02 19:43:07 - mmengine - INFO - Epoch(train) [36][1860/1879] lr: 1.0000e-02 eta: 1 day, 8:44:40 time: 0.2872 data_time: 0.0250 memory: 8198 grad_norm: 4.9738 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8826 loss: 1.8826 2022/08/02 19:43:12 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:43:12 - mmengine - INFO - Epoch(train) [36][1879/1879] lr: 1.0000e-02 eta: 1 day, 8:44:40 time: 0.2536 data_time: 0.0177 memory: 8198 grad_norm: 5.1156 top1_acc: 0.2857 top5_acc: 0.2857 loss_cls: 1.9414 loss: 1.9414 2022/08/02 19:43:12 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/08/02 19:43:23 - mmengine - INFO - Epoch(train) [37][20/1879] lr: 1.0000e-02 eta: 1 day, 8:44:04 time: 0.3545 data_time: 0.1009 memory: 8198 grad_norm: 4.9740 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8499 loss: 1.8499 2022/08/02 19:43:28 - mmengine - INFO - Epoch(train) [37][40/1879] lr: 1.0000e-02 eta: 1 day, 8:43:58 time: 0.2797 data_time: 0.0195 memory: 8198 grad_norm: 4.9250 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8844 loss: 1.8844 2022/08/02 19:43:34 - mmengine - INFO - Epoch(train) [37][60/1879] lr: 1.0000e-02 eta: 1 day, 8:43:52 time: 0.2848 data_time: 0.0208 memory: 8198 grad_norm: 4.8826 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7503 loss: 1.7503 2022/08/02 19:43:40 - mmengine - INFO - Epoch(train) [37][80/1879] lr: 1.0000e-02 eta: 1 day, 8:43:47 time: 0.2840 data_time: 0.0182 memory: 8198 grad_norm: 5.0390 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8605 loss: 1.8605 2022/08/02 19:43:45 - mmengine - INFO - Epoch(train) [37][100/1879] lr: 1.0000e-02 eta: 1 day, 8:43:41 time: 0.2841 data_time: 0.0229 memory: 8198 grad_norm: 5.0385 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6862 loss: 1.6862 2022/08/02 19:43:51 - mmengine - INFO - Epoch(train) [37][120/1879] lr: 1.0000e-02 eta: 1 day, 8:43:36 time: 0.2911 data_time: 0.0208 memory: 8198 grad_norm: 4.9446 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7727 loss: 1.7727 2022/08/02 19:43:57 - mmengine - INFO - Epoch(train) [37][140/1879] lr: 1.0000e-02 eta: 1 day, 8:43:29 time: 0.2788 data_time: 0.0196 memory: 8198 grad_norm: 5.0073 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8771 loss: 1.8771 2022/08/02 19:44:02 - mmengine - INFO - Epoch(train) [37][160/1879] lr: 1.0000e-02 eta: 1 day, 8:43:24 time: 0.2921 data_time: 0.0273 memory: 8198 grad_norm: 4.8976 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6474 loss: 1.6474 2022/08/02 19:44:08 - mmengine - INFO - Epoch(train) [37][180/1879] lr: 1.0000e-02 eta: 1 day, 8:43:20 time: 0.2951 data_time: 0.0232 memory: 8198 grad_norm: 4.9065 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8592 loss: 1.8592 2022/08/02 19:44:14 - mmengine - INFO - Epoch(train) [37][200/1879] lr: 1.0000e-02 eta: 1 day, 8:43:15 time: 0.2887 data_time: 0.0187 memory: 8198 grad_norm: 4.9986 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7037 loss: 1.7037 2022/08/02 19:44:20 - mmengine - INFO - Epoch(train) [37][220/1879] lr: 1.0000e-02 eta: 1 day, 8:43:08 time: 0.2784 data_time: 0.0228 memory: 8198 grad_norm: 4.9846 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7219 loss: 1.7219 2022/08/02 19:44:25 - mmengine - INFO - Epoch(train) [37][240/1879] lr: 1.0000e-02 eta: 1 day, 8:43:03 time: 0.2872 data_time: 0.0231 memory: 8198 grad_norm: 4.9166 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7988 loss: 1.7988 2022/08/02 19:44:31 - mmengine - INFO - Epoch(train) [37][260/1879] lr: 1.0000e-02 eta: 1 day, 8:42:57 time: 0.2860 data_time: 0.0196 memory: 8198 grad_norm: 4.8563 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7232 loss: 1.7232 2022/08/02 19:44:37 - mmengine - INFO - Epoch(train) [37][280/1879] lr: 1.0000e-02 eta: 1 day, 8:42:52 time: 0.2878 data_time: 0.0222 memory: 8198 grad_norm: 4.9748 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7747 loss: 1.7747 2022/08/02 19:44:43 - mmengine - INFO - Epoch(train) [37][300/1879] lr: 1.0000e-02 eta: 1 day, 8:42:46 time: 0.2824 data_time: 0.0228 memory: 8198 grad_norm: 5.0941 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8938 loss: 1.8938 2022/08/02 19:44:48 - mmengine - INFO - Epoch(train) [37][320/1879] lr: 1.0000e-02 eta: 1 day, 8:42:40 time: 0.2857 data_time: 0.0230 memory: 8198 grad_norm: 5.0794 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7686 loss: 1.7686 2022/08/02 19:44:54 - mmengine - INFO - Epoch(train) [37][340/1879] lr: 1.0000e-02 eta: 1 day, 8:42:34 time: 0.2828 data_time: 0.0212 memory: 8198 grad_norm: 5.0823 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8836 loss: 1.8836 2022/08/02 19:44:59 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:45:00 - mmengine - INFO - Epoch(train) [37][360/1879] lr: 1.0000e-02 eta: 1 day, 8:42:29 time: 0.2868 data_time: 0.0248 memory: 8198 grad_norm: 5.0548 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6999 loss: 1.6999 2022/08/02 19:45:06 - mmengine - INFO - Epoch(train) [37][380/1879] lr: 1.0000e-02 eta: 1 day, 8:42:24 time: 0.2963 data_time: 0.0248 memory: 8198 grad_norm: 4.9893 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8665 loss: 1.8665 2022/08/02 19:45:11 - mmengine - INFO - Epoch(train) [37][400/1879] lr: 1.0000e-02 eta: 1 day, 8:42:18 time: 0.2789 data_time: 0.0207 memory: 8198 grad_norm: 4.9027 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6548 loss: 1.6548 2022/08/02 19:45:17 - mmengine - INFO - Epoch(train) [37][420/1879] lr: 1.0000e-02 eta: 1 day, 8:42:13 time: 0.2921 data_time: 0.0204 memory: 8198 grad_norm: 5.0901 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7426 loss: 1.7426 2022/08/02 19:45:23 - mmengine - INFO - Epoch(train) [37][440/1879] lr: 1.0000e-02 eta: 1 day, 8:42:07 time: 0.2823 data_time: 0.0223 memory: 8198 grad_norm: 4.9726 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8508 loss: 1.8508 2022/08/02 19:45:28 - mmengine - INFO - Epoch(train) [37][460/1879] lr: 1.0000e-02 eta: 1 day, 8:42:01 time: 0.2822 data_time: 0.0238 memory: 8198 grad_norm: 4.9127 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7060 loss: 1.7060 2022/08/02 19:45:34 - mmengine - INFO - Epoch(train) [37][480/1879] lr: 1.0000e-02 eta: 1 day, 8:41:55 time: 0.2846 data_time: 0.0234 memory: 8198 grad_norm: 5.0907 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8563 loss: 1.8563 2022/08/02 19:45:40 - mmengine - INFO - Epoch(train) [37][500/1879] lr: 1.0000e-02 eta: 1 day, 8:41:49 time: 0.2815 data_time: 0.0219 memory: 8198 grad_norm: 5.0976 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9616 loss: 1.9616 2022/08/02 19:45:45 - mmengine - INFO - Epoch(train) [37][520/1879] lr: 1.0000e-02 eta: 1 day, 8:41:43 time: 0.2838 data_time: 0.0255 memory: 8198 grad_norm: 4.9241 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8156 loss: 1.8156 2022/08/02 19:45:51 - mmengine - INFO - Epoch(train) [37][540/1879] lr: 1.0000e-02 eta: 1 day, 8:41:37 time: 0.2795 data_time: 0.0207 memory: 8198 grad_norm: 4.9125 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7894 loss: 1.7894 2022/08/02 19:45:57 - mmengine - INFO - Epoch(train) [37][560/1879] lr: 1.0000e-02 eta: 1 day, 8:41:31 time: 0.2825 data_time: 0.0231 memory: 8198 grad_norm: 4.9590 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6912 loss: 1.6912 2022/08/02 19:46:02 - mmengine - INFO - Epoch(train) [37][580/1879] lr: 1.0000e-02 eta: 1 day, 8:41:25 time: 0.2814 data_time: 0.0256 memory: 8198 grad_norm: 4.8634 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8269 loss: 1.8269 2022/08/02 19:46:08 - mmengine - INFO - Epoch(train) [37][600/1879] lr: 1.0000e-02 eta: 1 day, 8:41:18 time: 0.2815 data_time: 0.0249 memory: 8198 grad_norm: 5.0051 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7721 loss: 1.7721 2022/08/02 19:46:14 - mmengine - INFO - Epoch(train) [37][620/1879] lr: 1.0000e-02 eta: 1 day, 8:41:16 time: 0.3121 data_time: 0.0225 memory: 8198 grad_norm: 4.9040 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0457 loss: 2.0457 2022/08/02 19:46:20 - mmengine - INFO - Epoch(train) [37][640/1879] lr: 1.0000e-02 eta: 1 day, 8:41:10 time: 0.2815 data_time: 0.0228 memory: 8198 grad_norm: 4.9437 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9547 loss: 1.9547 2022/08/02 19:46:26 - mmengine - INFO - Epoch(train) [37][660/1879] lr: 1.0000e-02 eta: 1 day, 8:41:05 time: 0.2893 data_time: 0.0297 memory: 8198 grad_norm: 4.9207 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6845 loss: 1.6845 2022/08/02 19:46:31 - mmengine - INFO - Epoch(train) [37][680/1879] lr: 1.0000e-02 eta: 1 day, 8:40:59 time: 0.2836 data_time: 0.0216 memory: 8198 grad_norm: 4.9835 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.5513 loss: 1.5513 2022/08/02 19:46:37 - mmengine - INFO - Epoch(train) [37][700/1879] lr: 1.0000e-02 eta: 1 day, 8:40:53 time: 0.2860 data_time: 0.0205 memory: 8198 grad_norm: 5.0220 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8458 loss: 1.8458 2022/08/02 19:46:43 - mmengine - INFO - Epoch(train) [37][720/1879] lr: 1.0000e-02 eta: 1 day, 8:40:47 time: 0.2831 data_time: 0.0246 memory: 8198 grad_norm: 4.9056 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7139 loss: 1.7139 2022/08/02 19:46:48 - mmengine - INFO - Epoch(train) [37][740/1879] lr: 1.0000e-02 eta: 1 day, 8:40:42 time: 0.2874 data_time: 0.0201 memory: 8198 grad_norm: 5.0080 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8246 loss: 1.8246 2022/08/02 19:46:54 - mmengine - INFO - Epoch(train) [37][760/1879] lr: 1.0000e-02 eta: 1 day, 8:40:36 time: 0.2819 data_time: 0.0200 memory: 8198 grad_norm: 4.9792 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8140 loss: 1.8140 2022/08/02 19:47:00 - mmengine - INFO - Epoch(train) [37][780/1879] lr: 1.0000e-02 eta: 1 day, 8:40:29 time: 0.2801 data_time: 0.0253 memory: 8198 grad_norm: 4.8214 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8314 loss: 1.8314 2022/08/02 19:47:05 - mmengine - INFO - Epoch(train) [37][800/1879] lr: 1.0000e-02 eta: 1 day, 8:40:24 time: 0.2877 data_time: 0.0265 memory: 8198 grad_norm: 5.0171 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9264 loss: 1.9264 2022/08/02 19:47:11 - mmengine - INFO - Epoch(train) [37][820/1879] lr: 1.0000e-02 eta: 1 day, 8:40:18 time: 0.2805 data_time: 0.0254 memory: 8198 grad_norm: 4.9465 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6889 loss: 1.6889 2022/08/02 19:47:17 - mmengine - INFO - Epoch(train) [37][840/1879] lr: 1.0000e-02 eta: 1 day, 8:40:12 time: 0.2875 data_time: 0.0246 memory: 8198 grad_norm: 4.9997 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0567 loss: 2.0567 2022/08/02 19:47:23 - mmengine - INFO - Epoch(train) [37][860/1879] lr: 1.0000e-02 eta: 1 day, 8:40:06 time: 0.2831 data_time: 0.0251 memory: 8198 grad_norm: 4.9362 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8725 loss: 1.8725 2022/08/02 19:47:28 - mmengine - INFO - Epoch(train) [37][880/1879] lr: 1.0000e-02 eta: 1 day, 8:40:00 time: 0.2824 data_time: 0.0227 memory: 8198 grad_norm: 5.0289 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.8946 loss: 1.8946 2022/08/02 19:47:34 - mmengine - INFO - Epoch(train) [37][900/1879] lr: 1.0000e-02 eta: 1 day, 8:39:55 time: 0.2836 data_time: 0.0208 memory: 8198 grad_norm: 4.8494 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7972 loss: 1.7972 2022/08/02 19:47:40 - mmengine - INFO - Epoch(train) [37][920/1879] lr: 1.0000e-02 eta: 1 day, 8:39:48 time: 0.2814 data_time: 0.0202 memory: 8198 grad_norm: 4.9961 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9160 loss: 1.9160 2022/08/02 19:47:45 - mmengine - INFO - Epoch(train) [37][940/1879] lr: 1.0000e-02 eta: 1 day, 8:39:42 time: 0.2808 data_time: 0.0221 memory: 8198 grad_norm: 5.1270 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8168 loss: 1.8168 2022/08/02 19:47:51 - mmengine - INFO - Epoch(train) [37][960/1879] lr: 1.0000e-02 eta: 1 day, 8:39:36 time: 0.2833 data_time: 0.0251 memory: 8198 grad_norm: 5.1004 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7915 loss: 1.7915 2022/08/02 19:47:57 - mmengine - INFO - Epoch(train) [37][980/1879] lr: 1.0000e-02 eta: 1 day, 8:39:32 time: 0.2937 data_time: 0.0187 memory: 8198 grad_norm: 4.8844 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.7023 loss: 1.7023 2022/08/02 19:48:02 - mmengine - INFO - Epoch(train) [37][1000/1879] lr: 1.0000e-02 eta: 1 day, 8:39:25 time: 0.2800 data_time: 0.0275 memory: 8198 grad_norm: 4.9723 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8995 loss: 1.8995 2022/08/02 19:48:08 - mmengine - INFO - Epoch(train) [37][1020/1879] lr: 1.0000e-02 eta: 1 day, 8:39:19 time: 0.2808 data_time: 0.0213 memory: 8198 grad_norm: 4.9325 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7709 loss: 1.7709 2022/08/02 19:48:14 - mmengine - INFO - Epoch(train) [37][1040/1879] lr: 1.0000e-02 eta: 1 day, 8:39:14 time: 0.2888 data_time: 0.0231 memory: 8198 grad_norm: 4.9441 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.8435 loss: 1.8435 2022/08/02 19:48:19 - mmengine - INFO - Epoch(train) [37][1060/1879] lr: 1.0000e-02 eta: 1 day, 8:39:08 time: 0.2828 data_time: 0.0230 memory: 8198 grad_norm: 4.8418 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9437 loss: 1.9437 2022/08/02 19:48:25 - mmengine - INFO - Epoch(train) [37][1080/1879] lr: 1.0000e-02 eta: 1 day, 8:39:02 time: 0.2841 data_time: 0.0249 memory: 8198 grad_norm: 5.1759 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8307 loss: 1.8307 2022/08/02 19:48:31 - mmengine - INFO - Epoch(train) [37][1100/1879] lr: 1.0000e-02 eta: 1 day, 8:38:56 time: 0.2826 data_time: 0.0216 memory: 8198 grad_norm: 4.9259 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9153 loss: 1.9153 2022/08/02 19:48:36 - mmengine - INFO - Epoch(train) [37][1120/1879] lr: 1.0000e-02 eta: 1 day, 8:38:51 time: 0.2882 data_time: 0.0247 memory: 8198 grad_norm: 4.9303 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7943 loss: 1.7943 2022/08/02 19:48:42 - mmengine - INFO - Epoch(train) [37][1140/1879] lr: 1.0000e-02 eta: 1 day, 8:38:45 time: 0.2879 data_time: 0.0292 memory: 8198 grad_norm: 4.9348 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7523 loss: 1.7523 2022/08/02 19:48:48 - mmengine - INFO - Epoch(train) [37][1160/1879] lr: 1.0000e-02 eta: 1 day, 8:38:39 time: 0.2825 data_time: 0.0248 memory: 8198 grad_norm: 5.0094 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7516 loss: 1.7516 2022/08/02 19:48:54 - mmengine - INFO - Epoch(train) [37][1180/1879] lr: 1.0000e-02 eta: 1 day, 8:38:34 time: 0.2843 data_time: 0.0216 memory: 8198 grad_norm: 4.9756 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9486 loss: 1.9486 2022/08/02 19:48:59 - mmengine - INFO - Epoch(train) [37][1200/1879] lr: 1.0000e-02 eta: 1 day, 8:38:28 time: 0.2833 data_time: 0.0278 memory: 8198 grad_norm: 4.9710 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8586 loss: 1.8586 2022/08/02 19:49:05 - mmengine - INFO - Epoch(train) [37][1220/1879] lr: 1.0000e-02 eta: 1 day, 8:38:22 time: 0.2862 data_time: 0.0240 memory: 8198 grad_norm: 4.8453 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7105 loss: 1.7105 2022/08/02 19:49:11 - mmengine - INFO - Epoch(train) [37][1240/1879] lr: 1.0000e-02 eta: 1 day, 8:38:16 time: 0.2802 data_time: 0.0207 memory: 8198 grad_norm: 4.9927 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.8065 loss: 1.8065 2022/08/02 19:49:16 - mmengine - INFO - Epoch(train) [37][1260/1879] lr: 1.0000e-02 eta: 1 day, 8:38:10 time: 0.2878 data_time: 0.0331 memory: 8198 grad_norm: 5.1161 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9593 loss: 1.9593 2022/08/02 19:49:22 - mmengine - INFO - Epoch(train) [37][1280/1879] lr: 1.0000e-02 eta: 1 day, 8:38:04 time: 0.2829 data_time: 0.0235 memory: 8198 grad_norm: 5.0831 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6224 loss: 1.6224 2022/08/02 19:49:28 - mmengine - INFO - Epoch(train) [37][1300/1879] lr: 1.0000e-02 eta: 1 day, 8:37:58 time: 0.2812 data_time: 0.0220 memory: 8198 grad_norm: 5.1414 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7508 loss: 1.7508 2022/08/02 19:49:33 - mmengine - INFO - Epoch(train) [37][1320/1879] lr: 1.0000e-02 eta: 1 day, 8:37:52 time: 0.2804 data_time: 0.0208 memory: 8198 grad_norm: 5.0423 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9706 loss: 1.9706 2022/08/02 19:49:40 - mmengine - INFO - Epoch(train) [37][1340/1879] lr: 1.0000e-02 eta: 1 day, 8:37:51 time: 0.3255 data_time: 0.0626 memory: 8198 grad_norm: 5.0714 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9287 loss: 1.9287 2022/08/02 19:49:44 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:49:46 - mmengine - INFO - Epoch(train) [37][1360/1879] lr: 1.0000e-02 eta: 1 day, 8:37:45 time: 0.2853 data_time: 0.0181 memory: 8198 grad_norm: 5.0749 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6489 loss: 1.6489 2022/08/02 19:49:51 - mmengine - INFO - Epoch(train) [37][1380/1879] lr: 1.0000e-02 eta: 1 day, 8:37:40 time: 0.2850 data_time: 0.0212 memory: 8198 grad_norm: 5.0015 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8322 loss: 1.8322 2022/08/02 19:49:57 - mmengine - INFO - Epoch(train) [37][1400/1879] lr: 1.0000e-02 eta: 1 day, 8:37:34 time: 0.2854 data_time: 0.0261 memory: 8198 grad_norm: 4.9080 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7834 loss: 1.7834 2022/08/02 19:50:03 - mmengine - INFO - Epoch(train) [37][1420/1879] lr: 1.0000e-02 eta: 1 day, 8:37:29 time: 0.2918 data_time: 0.0198 memory: 8198 grad_norm: 4.9328 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7592 loss: 1.7592 2022/08/02 19:50:08 - mmengine - INFO - Epoch(train) [37][1440/1879] lr: 1.0000e-02 eta: 1 day, 8:37:23 time: 0.2805 data_time: 0.0226 memory: 8198 grad_norm: 5.0003 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9342 loss: 1.9342 2022/08/02 19:50:14 - mmengine - INFO - Epoch(train) [37][1460/1879] lr: 1.0000e-02 eta: 1 day, 8:37:17 time: 0.2847 data_time: 0.0255 memory: 8198 grad_norm: 5.1221 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8802 loss: 1.8802 2022/08/02 19:50:20 - mmengine - INFO - Epoch(train) [37][1480/1879] lr: 1.0000e-02 eta: 1 day, 8:37:11 time: 0.2835 data_time: 0.0299 memory: 8198 grad_norm: 4.9265 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8040 loss: 1.8040 2022/08/02 19:50:25 - mmengine - INFO - Epoch(train) [37][1500/1879] lr: 1.0000e-02 eta: 1 day, 8:37:06 time: 0.2848 data_time: 0.0213 memory: 8198 grad_norm: 5.0168 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7297 loss: 1.7297 2022/08/02 19:50:31 - mmengine - INFO - Epoch(train) [37][1520/1879] lr: 1.0000e-02 eta: 1 day, 8:37:00 time: 0.2846 data_time: 0.0191 memory: 8198 grad_norm: 4.9518 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6625 loss: 1.6625 2022/08/02 19:50:37 - mmengine - INFO - Epoch(train) [37][1540/1879] lr: 1.0000e-02 eta: 1 day, 8:36:54 time: 0.2872 data_time: 0.0282 memory: 8198 grad_norm: 4.9844 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9818 loss: 1.9818 2022/08/02 19:50:43 - mmengine - INFO - Epoch(train) [37][1560/1879] lr: 1.0000e-02 eta: 1 day, 8:36:48 time: 0.2820 data_time: 0.0227 memory: 8198 grad_norm: 5.0411 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7228 loss: 1.7228 2022/08/02 19:50:48 - mmengine - INFO - Epoch(train) [37][1580/1879] lr: 1.0000e-02 eta: 1 day, 8:36:43 time: 0.2868 data_time: 0.0221 memory: 8198 grad_norm: 4.9011 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8015 loss: 1.8015 2022/08/02 19:50:54 - mmengine - INFO - Epoch(train) [37][1600/1879] lr: 1.0000e-02 eta: 1 day, 8:36:36 time: 0.2801 data_time: 0.0220 memory: 8198 grad_norm: 4.9663 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0387 loss: 2.0387 2022/08/02 19:51:00 - mmengine - INFO - Epoch(train) [37][1620/1879] lr: 1.0000e-02 eta: 1 day, 8:36:30 time: 0.2821 data_time: 0.0221 memory: 8198 grad_norm: 4.9767 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8073 loss: 1.8073 2022/08/02 19:51:05 - mmengine - INFO - Epoch(train) [37][1640/1879] lr: 1.0000e-02 eta: 1 day, 8:36:25 time: 0.2842 data_time: 0.0259 memory: 8198 grad_norm: 4.9295 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7664 loss: 1.7664 2022/08/02 19:51:11 - mmengine - INFO - Epoch(train) [37][1660/1879] lr: 1.0000e-02 eta: 1 day, 8:36:18 time: 0.2783 data_time: 0.0196 memory: 8198 grad_norm: 5.0228 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6941 loss: 1.6941 2022/08/02 19:51:16 - mmengine - INFO - Epoch(train) [37][1680/1879] lr: 1.0000e-02 eta: 1 day, 8:36:12 time: 0.2816 data_time: 0.0265 memory: 8198 grad_norm: 4.9931 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9820 loss: 1.9820 2022/08/02 19:51:22 - mmengine - INFO - Epoch(train) [37][1700/1879] lr: 1.0000e-02 eta: 1 day, 8:36:06 time: 0.2833 data_time: 0.0209 memory: 8198 grad_norm: 5.0280 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8043 loss: 1.8043 2022/08/02 19:51:28 - mmengine - INFO - Epoch(train) [37][1720/1879] lr: 1.0000e-02 eta: 1 day, 8:36:00 time: 0.2809 data_time: 0.0199 memory: 8198 grad_norm: 5.0418 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9027 loss: 1.9027 2022/08/02 19:51:33 - mmengine - INFO - Epoch(train) [37][1740/1879] lr: 1.0000e-02 eta: 1 day, 8:35:54 time: 0.2802 data_time: 0.0222 memory: 8198 grad_norm: 4.9576 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9728 loss: 1.9728 2022/08/02 19:51:39 - mmengine - INFO - Epoch(train) [37][1760/1879] lr: 1.0000e-02 eta: 1 day, 8:35:47 time: 0.2809 data_time: 0.0226 memory: 8198 grad_norm: 4.8969 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7538 loss: 1.7538 2022/08/02 19:51:45 - mmengine - INFO - Epoch(train) [37][1780/1879] lr: 1.0000e-02 eta: 1 day, 8:35:41 time: 0.2829 data_time: 0.0228 memory: 8198 grad_norm: 5.0136 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7683 loss: 1.7683 2022/08/02 19:51:50 - mmengine - INFO - Epoch(train) [37][1800/1879] lr: 1.0000e-02 eta: 1 day, 8:35:35 time: 0.2811 data_time: 0.0234 memory: 8198 grad_norm: 4.9325 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.7859 loss: 1.7859 2022/08/02 19:51:56 - mmengine - INFO - Epoch(train) [37][1820/1879] lr: 1.0000e-02 eta: 1 day, 8:35:30 time: 0.2860 data_time: 0.0280 memory: 8198 grad_norm: 4.8750 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6540 loss: 1.6540 2022/08/02 19:52:02 - mmengine - INFO - Epoch(train) [37][1840/1879] lr: 1.0000e-02 eta: 1 day, 8:35:24 time: 0.2822 data_time: 0.0210 memory: 8198 grad_norm: 4.9039 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8445 loss: 1.8445 2022/08/02 19:52:07 - mmengine - INFO - Epoch(train) [37][1860/1879] lr: 1.0000e-02 eta: 1 day, 8:35:18 time: 0.2864 data_time: 0.0257 memory: 8198 grad_norm: 5.1124 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9444 loss: 1.9444 2022/08/02 19:52:12 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:52:12 - mmengine - INFO - Epoch(train) [37][1879/1879] lr: 1.0000e-02 eta: 1 day, 8:35:18 time: 0.2548 data_time: 0.0125 memory: 8198 grad_norm: 5.0908 top1_acc: 0.8571 top5_acc: 1.0000 loss_cls: 1.9197 loss: 1.9197 2022/08/02 19:52:21 - mmengine - INFO - Epoch(train) [38][20/1879] lr: 1.0000e-02 eta: 1 day, 8:34:53 time: 0.4389 data_time: 0.1131 memory: 8198 grad_norm: 4.9135 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8589 loss: 1.8589 2022/08/02 19:52:27 - mmengine - INFO - Epoch(train) [38][40/1879] lr: 1.0000e-02 eta: 1 day, 8:34:47 time: 0.2863 data_time: 0.0220 memory: 8198 grad_norm: 4.9337 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.8418 loss: 1.8418 2022/08/02 19:52:32 - mmengine - INFO - Epoch(train) [38][60/1879] lr: 1.0000e-02 eta: 1 day, 8:34:41 time: 0.2819 data_time: 0.0211 memory: 8198 grad_norm: 4.7287 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6175 loss: 1.6175 2022/08/02 19:52:38 - mmengine - INFO - Epoch(train) [38][80/1879] lr: 1.0000e-02 eta: 1 day, 8:34:36 time: 0.2848 data_time: 0.0222 memory: 8198 grad_norm: 5.0587 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6967 loss: 1.6967 2022/08/02 19:52:44 - mmengine - INFO - Epoch(train) [38][100/1879] lr: 1.0000e-02 eta: 1 day, 8:34:29 time: 0.2803 data_time: 0.0231 memory: 8198 grad_norm: 4.8417 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7682 loss: 1.7682 2022/08/02 19:52:49 - mmengine - INFO - Epoch(train) [38][120/1879] lr: 1.0000e-02 eta: 1 day, 8:34:24 time: 0.2842 data_time: 0.0239 memory: 8198 grad_norm: 5.0205 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8685 loss: 1.8685 2022/08/02 19:52:55 - mmengine - INFO - Epoch(train) [38][140/1879] lr: 1.0000e-02 eta: 1 day, 8:34:18 time: 0.2828 data_time: 0.0196 memory: 8198 grad_norm: 4.9993 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.8005 loss: 1.8005 2022/08/02 19:53:01 - mmengine - INFO - Epoch(train) [38][160/1879] lr: 1.0000e-02 eta: 1 day, 8:34:12 time: 0.2844 data_time: 0.0272 memory: 8198 grad_norm: 4.9366 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8642 loss: 1.8642 2022/08/02 19:53:06 - mmengine - INFO - Epoch(train) [38][180/1879] lr: 1.0000e-02 eta: 1 day, 8:34:06 time: 0.2810 data_time: 0.0220 memory: 8198 grad_norm: 4.9689 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6692 loss: 1.6692 2022/08/02 19:53:12 - mmengine - INFO - Epoch(train) [38][200/1879] lr: 1.0000e-02 eta: 1 day, 8:33:59 time: 0.2778 data_time: 0.0210 memory: 8198 grad_norm: 4.9370 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8249 loss: 1.8249 2022/08/02 19:53:18 - mmengine - INFO - Epoch(train) [38][220/1879] lr: 1.0000e-02 eta: 1 day, 8:33:53 time: 0.2822 data_time: 0.0217 memory: 8198 grad_norm: 4.9919 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7158 loss: 1.7158 2022/08/02 19:53:23 - mmengine - INFO - Epoch(train) [38][240/1879] lr: 1.0000e-02 eta: 1 day, 8:33:47 time: 0.2812 data_time: 0.0214 memory: 8198 grad_norm: 4.9444 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9290 loss: 1.9290 2022/08/02 19:53:29 - mmengine - INFO - Epoch(train) [38][260/1879] lr: 1.0000e-02 eta: 1 day, 8:33:41 time: 0.2835 data_time: 0.0225 memory: 8198 grad_norm: 4.9655 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6622 loss: 1.6622 2022/08/02 19:53:35 - mmengine - INFO - Epoch(train) [38][280/1879] lr: 1.0000e-02 eta: 1 day, 8:33:35 time: 0.2827 data_time: 0.0248 memory: 8198 grad_norm: 4.9852 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8752 loss: 1.8752 2022/08/02 19:53:40 - mmengine - INFO - Epoch(train) [38][300/1879] lr: 1.0000e-02 eta: 1 day, 8:33:29 time: 0.2836 data_time: 0.0203 memory: 8198 grad_norm: 5.1773 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9241 loss: 1.9241 2022/08/02 19:53:46 - mmengine - INFO - Epoch(train) [38][320/1879] lr: 1.0000e-02 eta: 1 day, 8:33:24 time: 0.2872 data_time: 0.0247 memory: 8198 grad_norm: 5.0272 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7292 loss: 1.7292 2022/08/02 19:53:52 - mmengine - INFO - Epoch(train) [38][340/1879] lr: 1.0000e-02 eta: 1 day, 8:33:19 time: 0.2896 data_time: 0.0260 memory: 8198 grad_norm: 5.0177 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5633 loss: 1.5633 2022/08/02 19:53:58 - mmengine - INFO - Epoch(train) [38][360/1879] lr: 1.0000e-02 eta: 1 day, 8:33:13 time: 0.2828 data_time: 0.0270 memory: 8198 grad_norm: 4.9506 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8769 loss: 1.8769 2022/08/02 19:54:03 - mmengine - INFO - Epoch(train) [38][380/1879] lr: 1.0000e-02 eta: 1 day, 8:33:06 time: 0.2801 data_time: 0.0235 memory: 8198 grad_norm: 4.9805 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7712 loss: 1.7712 2022/08/02 19:54:09 - mmengine - INFO - Epoch(train) [38][400/1879] lr: 1.0000e-02 eta: 1 day, 8:33:00 time: 0.2826 data_time: 0.0211 memory: 8198 grad_norm: 4.9777 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.6900 loss: 1.6900 2022/08/02 19:54:15 - mmengine - INFO - Epoch(train) [38][420/1879] lr: 1.0000e-02 eta: 1 day, 8:32:55 time: 0.2860 data_time: 0.0197 memory: 8198 grad_norm: 5.1621 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7846 loss: 1.7846 2022/08/02 19:54:20 - mmengine - INFO - Epoch(train) [38][440/1879] lr: 1.0000e-02 eta: 1 day, 8:32:49 time: 0.2829 data_time: 0.0223 memory: 8198 grad_norm: 5.0379 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9667 loss: 1.9667 2022/08/02 19:54:26 - mmengine - INFO - Epoch(train) [38][460/1879] lr: 1.0000e-02 eta: 1 day, 8:32:43 time: 0.2804 data_time: 0.0192 memory: 8198 grad_norm: 4.8877 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7378 loss: 1.7378 2022/08/02 19:54:31 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:54:32 - mmengine - INFO - Epoch(train) [38][480/1879] lr: 1.0000e-02 eta: 1 day, 8:32:37 time: 0.2854 data_time: 0.0232 memory: 8198 grad_norm: 4.8324 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7131 loss: 1.7131 2022/08/02 19:54:37 - mmengine - INFO - Epoch(train) [38][500/1879] lr: 1.0000e-02 eta: 1 day, 8:32:32 time: 0.2898 data_time: 0.0244 memory: 8198 grad_norm: 4.8284 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8860 loss: 1.8860 2022/08/02 19:54:43 - mmengine - INFO - Epoch(train) [38][520/1879] lr: 1.0000e-02 eta: 1 day, 8:32:25 time: 0.2797 data_time: 0.0210 memory: 8198 grad_norm: 4.9581 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7160 loss: 1.7160 2022/08/02 19:54:49 - mmengine - INFO - Epoch(train) [38][540/1879] lr: 1.0000e-02 eta: 1 day, 8:32:20 time: 0.2862 data_time: 0.0254 memory: 8198 grad_norm: 4.9875 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8307 loss: 1.8307 2022/08/02 19:54:54 - mmengine - INFO - Epoch(train) [38][560/1879] lr: 1.0000e-02 eta: 1 day, 8:32:14 time: 0.2869 data_time: 0.0275 memory: 8198 grad_norm: 5.0084 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8076 loss: 1.8076 2022/08/02 19:55:00 - mmengine - INFO - Epoch(train) [38][580/1879] lr: 1.0000e-02 eta: 1 day, 8:32:08 time: 0.2811 data_time: 0.0219 memory: 8198 grad_norm: 5.0618 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8964 loss: 1.8964 2022/08/02 19:55:06 - mmengine - INFO - Epoch(train) [38][600/1879] lr: 1.0000e-02 eta: 1 day, 8:32:02 time: 0.2816 data_time: 0.0236 memory: 8198 grad_norm: 5.0266 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8500 loss: 1.8500 2022/08/02 19:55:11 - mmengine - INFO - Epoch(train) [38][620/1879] lr: 1.0000e-02 eta: 1 day, 8:31:56 time: 0.2804 data_time: 0.0199 memory: 8198 grad_norm: 5.0291 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9216 loss: 1.9216 2022/08/02 19:55:17 - mmengine - INFO - Epoch(train) [38][640/1879] lr: 1.0000e-02 eta: 1 day, 8:31:51 time: 0.2898 data_time: 0.0217 memory: 8198 grad_norm: 4.9722 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9539 loss: 1.9539 2022/08/02 19:55:23 - mmengine - INFO - Epoch(train) [38][660/1879] lr: 1.0000e-02 eta: 1 day, 8:31:45 time: 0.2815 data_time: 0.0217 memory: 8198 grad_norm: 5.0248 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7950 loss: 1.7950 2022/08/02 19:55:28 - mmengine - INFO - Epoch(train) [38][680/1879] lr: 1.0000e-02 eta: 1 day, 8:31:39 time: 0.2817 data_time: 0.0249 memory: 8198 grad_norm: 4.9924 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7373 loss: 1.7373 2022/08/02 19:55:34 - mmengine - INFO - Epoch(train) [38][700/1879] lr: 1.0000e-02 eta: 1 day, 8:31:33 time: 0.2869 data_time: 0.0309 memory: 8198 grad_norm: 5.0619 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9066 loss: 1.9066 2022/08/02 19:55:40 - mmengine - INFO - Epoch(train) [38][720/1879] lr: 1.0000e-02 eta: 1 day, 8:31:27 time: 0.2822 data_time: 0.0193 memory: 8198 grad_norm: 4.8074 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7401 loss: 1.7401 2022/08/02 19:55:45 - mmengine - INFO - Epoch(train) [38][740/1879] lr: 1.0000e-02 eta: 1 day, 8:31:21 time: 0.2822 data_time: 0.0251 memory: 8198 grad_norm: 5.1218 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9405 loss: 1.9405 2022/08/02 19:55:51 - mmengine - INFO - Epoch(train) [38][760/1879] lr: 1.0000e-02 eta: 1 day, 8:31:15 time: 0.2842 data_time: 0.0248 memory: 8198 grad_norm: 5.0678 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7537 loss: 1.7537 2022/08/02 19:55:57 - mmengine - INFO - Epoch(train) [38][780/1879] lr: 1.0000e-02 eta: 1 day, 8:31:10 time: 0.2889 data_time: 0.0220 memory: 8198 grad_norm: 4.8533 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7316 loss: 1.7316 2022/08/02 19:56:03 - mmengine - INFO - Epoch(train) [38][800/1879] lr: 1.0000e-02 eta: 1 day, 8:31:04 time: 0.2814 data_time: 0.0233 memory: 8198 grad_norm: 4.9365 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6933 loss: 1.6933 2022/08/02 19:56:08 - mmengine - INFO - Epoch(train) [38][820/1879] lr: 1.0000e-02 eta: 1 day, 8:30:58 time: 0.2837 data_time: 0.0256 memory: 8198 grad_norm: 5.0264 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.9858 loss: 1.9858 2022/08/02 19:56:14 - mmengine - INFO - Epoch(train) [38][840/1879] lr: 1.0000e-02 eta: 1 day, 8:30:52 time: 0.2802 data_time: 0.0223 memory: 8198 grad_norm: 4.9361 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8213 loss: 1.8213 2022/08/02 19:56:20 - mmengine - INFO - Epoch(train) [38][860/1879] lr: 1.0000e-02 eta: 1 day, 8:30:46 time: 0.2854 data_time: 0.0278 memory: 8198 grad_norm: 4.9572 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0233 loss: 2.0233 2022/08/02 19:56:25 - mmengine - INFO - Epoch(train) [38][880/1879] lr: 1.0000e-02 eta: 1 day, 8:30:40 time: 0.2812 data_time: 0.0236 memory: 8198 grad_norm: 4.8607 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7907 loss: 1.7907 2022/08/02 19:56:31 - mmengine - INFO - Epoch(train) [38][900/1879] lr: 1.0000e-02 eta: 1 day, 8:30:34 time: 0.2833 data_time: 0.0236 memory: 8198 grad_norm: 4.9864 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9275 loss: 1.9275 2022/08/02 19:56:37 - mmengine - INFO - Epoch(train) [38][920/1879] lr: 1.0000e-02 eta: 1 day, 8:30:29 time: 0.2912 data_time: 0.0257 memory: 8198 grad_norm: 5.0197 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7696 loss: 1.7696 2022/08/02 19:56:42 - mmengine - INFO - Epoch(train) [38][940/1879] lr: 1.0000e-02 eta: 1 day, 8:30:23 time: 0.2824 data_time: 0.0233 memory: 8198 grad_norm: 4.9596 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7334 loss: 1.7334 2022/08/02 19:56:48 - mmengine - INFO - Epoch(train) [38][960/1879] lr: 1.0000e-02 eta: 1 day, 8:30:17 time: 0.2845 data_time: 0.0243 memory: 8198 grad_norm: 5.0812 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8262 loss: 1.8262 2022/08/02 19:56:54 - mmengine - INFO - Epoch(train) [38][980/1879] lr: 1.0000e-02 eta: 1 day, 8:30:11 time: 0.2797 data_time: 0.0198 memory: 8198 grad_norm: 4.9439 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7810 loss: 1.7810 2022/08/02 19:56:59 - mmengine - INFO - Epoch(train) [38][1000/1879] lr: 1.0000e-02 eta: 1 day, 8:30:05 time: 0.2867 data_time: 0.0211 memory: 8198 grad_norm: 5.0938 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9484 loss: 1.9484 2022/08/02 19:57:05 - mmengine - INFO - Epoch(train) [38][1020/1879] lr: 1.0000e-02 eta: 1 day, 8:30:00 time: 0.2850 data_time: 0.0233 memory: 8198 grad_norm: 4.8375 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.8557 loss: 1.8557 2022/08/02 19:57:11 - mmengine - INFO - Epoch(train) [38][1040/1879] lr: 1.0000e-02 eta: 1 day, 8:29:54 time: 0.2818 data_time: 0.0249 memory: 8198 grad_norm: 5.0311 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7321 loss: 1.7321 2022/08/02 19:57:16 - mmengine - INFO - Epoch(train) [38][1060/1879] lr: 1.0000e-02 eta: 1 day, 8:29:48 time: 0.2844 data_time: 0.0219 memory: 8198 grad_norm: 4.9823 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7320 loss: 1.7320 2022/08/02 19:57:22 - mmengine - INFO - Epoch(train) [38][1080/1879] lr: 1.0000e-02 eta: 1 day, 8:29:42 time: 0.2825 data_time: 0.0231 memory: 8198 grad_norm: 4.9785 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9450 loss: 1.9450 2022/08/02 19:57:28 - mmengine - INFO - Epoch(train) [38][1100/1879] lr: 1.0000e-02 eta: 1 day, 8:29:36 time: 0.2803 data_time: 0.0207 memory: 8198 grad_norm: 5.1215 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9174 loss: 1.9174 2022/08/02 19:57:33 - mmengine - INFO - Epoch(train) [38][1120/1879] lr: 1.0000e-02 eta: 1 day, 8:29:30 time: 0.2833 data_time: 0.0204 memory: 8198 grad_norm: 4.9161 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8723 loss: 1.8723 2022/08/02 19:57:39 - mmengine - INFO - Epoch(train) [38][1140/1879] lr: 1.0000e-02 eta: 1 day, 8:29:24 time: 0.2832 data_time: 0.0225 memory: 8198 grad_norm: 4.9841 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8872 loss: 1.8872 2022/08/02 19:57:45 - mmengine - INFO - Epoch(train) [38][1160/1879] lr: 1.0000e-02 eta: 1 day, 8:29:17 time: 0.2794 data_time: 0.0230 memory: 8198 grad_norm: 5.0338 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6862 loss: 1.6862 2022/08/02 19:57:50 - mmengine - INFO - Epoch(train) [38][1180/1879] lr: 1.0000e-02 eta: 1 day, 8:29:11 time: 0.2797 data_time: 0.0235 memory: 8198 grad_norm: 4.8961 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.6590 loss: 1.6590 2022/08/02 19:57:56 - mmengine - INFO - Epoch(train) [38][1200/1879] lr: 1.0000e-02 eta: 1 day, 8:29:05 time: 0.2830 data_time: 0.0213 memory: 8198 grad_norm: 5.0611 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.8147 loss: 1.8147 2022/08/02 19:58:02 - mmengine - INFO - Epoch(train) [38][1220/1879] lr: 1.0000e-02 eta: 1 day, 8:28:59 time: 0.2820 data_time: 0.0282 memory: 8198 grad_norm: 5.0610 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0948 loss: 2.0948 2022/08/02 19:58:07 - mmengine - INFO - Epoch(train) [38][1240/1879] lr: 1.0000e-02 eta: 1 day, 8:28:54 time: 0.2886 data_time: 0.0217 memory: 8198 grad_norm: 4.9777 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7920 loss: 1.7920 2022/08/02 19:58:13 - mmengine - INFO - Epoch(train) [38][1260/1879] lr: 1.0000e-02 eta: 1 day, 8:28:48 time: 0.2851 data_time: 0.0261 memory: 8198 grad_norm: 4.9785 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 2.0035 loss: 2.0035 2022/08/02 19:58:19 - mmengine - INFO - Epoch(train) [38][1280/1879] lr: 1.0000e-02 eta: 1 day, 8:28:43 time: 0.2881 data_time: 0.0250 memory: 8198 grad_norm: 4.9884 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8038 loss: 1.8038 2022/08/02 19:58:24 - mmengine - INFO - Epoch(train) [38][1300/1879] lr: 1.0000e-02 eta: 1 day, 8:28:37 time: 0.2843 data_time: 0.0225 memory: 8198 grad_norm: 4.9143 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7015 loss: 1.7015 2022/08/02 19:58:30 - mmengine - INFO - Epoch(train) [38][1320/1879] lr: 1.0000e-02 eta: 1 day, 8:28:31 time: 0.2831 data_time: 0.0205 memory: 8198 grad_norm: 4.8002 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9400 loss: 1.9400 2022/08/02 19:58:36 - mmengine - INFO - Epoch(train) [38][1340/1879] lr: 1.0000e-02 eta: 1 day, 8:28:25 time: 0.2826 data_time: 0.0193 memory: 8198 grad_norm: 4.9423 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7026 loss: 1.7026 2022/08/02 19:58:41 - mmengine - INFO - Epoch(train) [38][1360/1879] lr: 1.0000e-02 eta: 1 day, 8:28:19 time: 0.2795 data_time: 0.0154 memory: 8198 grad_norm: 4.8832 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8590 loss: 1.8590 2022/08/02 19:58:47 - mmengine - INFO - Epoch(train) [38][1380/1879] lr: 1.0000e-02 eta: 1 day, 8:28:13 time: 0.2806 data_time: 0.0222 memory: 8198 grad_norm: 4.9787 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8815 loss: 1.8815 2022/08/02 19:58:53 - mmengine - INFO - Epoch(train) [38][1400/1879] lr: 1.0000e-02 eta: 1 day, 8:28:06 time: 0.2805 data_time: 0.0251 memory: 8198 grad_norm: 5.0185 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6452 loss: 1.6452 2022/08/02 19:58:58 - mmengine - INFO - Epoch(train) [38][1420/1879] lr: 1.0000e-02 eta: 1 day, 8:28:00 time: 0.2829 data_time: 0.0248 memory: 8198 grad_norm: 4.9190 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.7824 loss: 1.7824 2022/08/02 19:59:04 - mmengine - INFO - Epoch(train) [38][1440/1879] lr: 1.0000e-02 eta: 1 day, 8:27:55 time: 0.2856 data_time: 0.0257 memory: 8198 grad_norm: 4.9884 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6849 loss: 1.6849 2022/08/02 19:59:10 - mmengine - INFO - Epoch(train) [38][1460/1879] lr: 1.0000e-02 eta: 1 day, 8:27:48 time: 0.2794 data_time: 0.0208 memory: 8198 grad_norm: 4.9983 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8221 loss: 1.8221 2022/08/02 19:59:14 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 19:59:16 - mmengine - INFO - Epoch(train) [38][1480/1879] lr: 1.0000e-02 eta: 1 day, 8:27:44 time: 0.2946 data_time: 0.0224 memory: 8198 grad_norm: 5.0233 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7219 loss: 1.7219 2022/08/02 19:59:21 - mmengine - INFO - Epoch(train) [38][1500/1879] lr: 1.0000e-02 eta: 1 day, 8:27:38 time: 0.2804 data_time: 0.0226 memory: 8198 grad_norm: 4.8813 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7972 loss: 1.7972 2022/08/02 19:59:27 - mmengine - INFO - Epoch(train) [38][1520/1879] lr: 1.0000e-02 eta: 1 day, 8:27:32 time: 0.2840 data_time: 0.0229 memory: 8198 grad_norm: 4.9832 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.7711 loss: 1.7711 2022/08/02 19:59:33 - mmengine - INFO - Epoch(train) [38][1540/1879] lr: 1.0000e-02 eta: 1 day, 8:27:26 time: 0.2879 data_time: 0.0263 memory: 8198 grad_norm: 5.0429 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6962 loss: 1.6962 2022/08/02 19:59:39 - mmengine - INFO - Epoch(train) [38][1560/1879] lr: 1.0000e-02 eta: 1 day, 8:27:22 time: 0.2956 data_time: 0.0275 memory: 8198 grad_norm: 5.0420 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8428 loss: 1.8428 2022/08/02 19:59:44 - mmengine - INFO - Epoch(train) [38][1580/1879] lr: 1.0000e-02 eta: 1 day, 8:27:16 time: 0.2828 data_time: 0.0224 memory: 8198 grad_norm: 4.8965 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7229 loss: 1.7229 2022/08/02 19:59:50 - mmengine - INFO - Epoch(train) [38][1600/1879] lr: 1.0000e-02 eta: 1 day, 8:27:10 time: 0.2804 data_time: 0.0209 memory: 8198 grad_norm: 4.9918 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8654 loss: 1.8654 2022/08/02 19:59:56 - mmengine - INFO - Epoch(train) [38][1620/1879] lr: 1.0000e-02 eta: 1 day, 8:27:06 time: 0.2977 data_time: 0.0248 memory: 8198 grad_norm: 5.0227 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.9002 loss: 1.9002 2022/08/02 20:00:01 - mmengine - INFO - Epoch(train) [38][1640/1879] lr: 1.0000e-02 eta: 1 day, 8:26:59 time: 0.2784 data_time: 0.0230 memory: 8198 grad_norm: 4.9999 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7870 loss: 1.7870 2022/08/02 20:00:07 - mmengine - INFO - Epoch(train) [38][1660/1879] lr: 1.0000e-02 eta: 1 day, 8:26:53 time: 0.2854 data_time: 0.0241 memory: 8198 grad_norm: 5.0549 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9271 loss: 1.9271 2022/08/02 20:00:13 - mmengine - INFO - Epoch(train) [38][1680/1879] lr: 1.0000e-02 eta: 1 day, 8:26:48 time: 0.2904 data_time: 0.0247 memory: 8198 grad_norm: 5.0371 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8300 loss: 1.8300 2022/08/02 20:00:19 - mmengine - INFO - Epoch(train) [38][1700/1879] lr: 1.0000e-02 eta: 1 day, 8:26:45 time: 0.3025 data_time: 0.0237 memory: 8198 grad_norm: 5.0774 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8555 loss: 1.8555 2022/08/02 20:00:25 - mmengine - INFO - Epoch(train) [38][1720/1879] lr: 1.0000e-02 eta: 1 day, 8:26:38 time: 0.2789 data_time: 0.0243 memory: 8198 grad_norm: 5.0924 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8237 loss: 1.8237 2022/08/02 20:00:30 - mmengine - INFO - Epoch(train) [38][1740/1879] lr: 1.0000e-02 eta: 1 day, 8:26:33 time: 0.2869 data_time: 0.0333 memory: 8198 grad_norm: 4.9993 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.4590 loss: 1.4590 2022/08/02 20:00:36 - mmengine - INFO - Epoch(train) [38][1760/1879] lr: 1.0000e-02 eta: 1 day, 8:26:27 time: 0.2857 data_time: 0.0267 memory: 8198 grad_norm: 4.9409 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7773 loss: 1.7773 2022/08/02 20:00:42 - mmengine - INFO - Epoch(train) [38][1780/1879] lr: 1.0000e-02 eta: 1 day, 8:26:21 time: 0.2801 data_time: 0.0262 memory: 8198 grad_norm: 5.0631 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.9188 loss: 1.9188 2022/08/02 20:00:47 - mmengine - INFO - Epoch(train) [38][1800/1879] lr: 1.0000e-02 eta: 1 day, 8:26:15 time: 0.2819 data_time: 0.0230 memory: 8198 grad_norm: 4.9671 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7278 loss: 1.7278 2022/08/02 20:00:53 - mmengine - INFO - Epoch(train) [38][1820/1879] lr: 1.0000e-02 eta: 1 day, 8:26:09 time: 0.2807 data_time: 0.0221 memory: 8198 grad_norm: 5.0484 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8926 loss: 1.8926 2022/08/02 20:00:59 - mmengine - INFO - Epoch(train) [38][1840/1879] lr: 1.0000e-02 eta: 1 day, 8:26:03 time: 0.2865 data_time: 0.0214 memory: 8198 grad_norm: 4.9259 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.9961 loss: 1.9961 2022/08/02 20:01:04 - mmengine - INFO - Epoch(train) [38][1860/1879] lr: 1.0000e-02 eta: 1 day, 8:25:57 time: 0.2776 data_time: 0.0214 memory: 8198 grad_norm: 5.1510 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8766 loss: 1.8766 2022/08/02 20:01:09 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:01:09 - mmengine - INFO - Epoch(train) [38][1879/1879] lr: 1.0000e-02 eta: 1 day, 8:25:57 time: 0.2593 data_time: 0.0152 memory: 8198 grad_norm: 5.2048 top1_acc: 0.2857 top5_acc: 0.8571 loss_cls: 1.8758 loss: 1.8758 2022/08/02 20:01:17 - mmengine - INFO - Epoch(train) [39][20/1879] lr: 1.0000e-02 eta: 1 day, 8:25:29 time: 0.4095 data_time: 0.1144 memory: 8198 grad_norm: 4.8298 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8050 loss: 1.8050 2022/08/02 20:01:23 - mmengine - INFO - Epoch(train) [39][40/1879] lr: 1.0000e-02 eta: 1 day, 8:25:23 time: 0.2832 data_time: 0.0196 memory: 8198 grad_norm: 4.9478 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7963 loss: 1.7963 2022/08/02 20:01:29 - mmengine - INFO - Epoch(train) [39][60/1879] lr: 1.0000e-02 eta: 1 day, 8:25:17 time: 0.2867 data_time: 0.0229 memory: 8198 grad_norm: 5.0312 top1_acc: 0.5625 top5_acc: 0.5625 loss_cls: 1.7030 loss: 1.7030 2022/08/02 20:01:34 - mmengine - INFO - Epoch(train) [39][80/1879] lr: 1.0000e-02 eta: 1 day, 8:25:11 time: 0.2831 data_time: 0.0232 memory: 8198 grad_norm: 4.9217 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8687 loss: 1.8687 2022/08/02 20:01:40 - mmengine - INFO - Epoch(train) [39][100/1879] lr: 1.0000e-02 eta: 1 day, 8:25:06 time: 0.2846 data_time: 0.0218 memory: 8198 grad_norm: 5.0133 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8203 loss: 1.8203 2022/08/02 20:01:46 - mmengine - INFO - Epoch(train) [39][120/1879] lr: 1.0000e-02 eta: 1 day, 8:25:00 time: 0.2827 data_time: 0.0250 memory: 8198 grad_norm: 5.0916 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9014 loss: 1.9014 2022/08/02 20:01:51 - mmengine - INFO - Epoch(train) [39][140/1879] lr: 1.0000e-02 eta: 1 day, 8:24:54 time: 0.2869 data_time: 0.0243 memory: 8198 grad_norm: 5.0588 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9862 loss: 1.9862 2022/08/02 20:01:57 - mmengine - INFO - Epoch(train) [39][160/1879] lr: 1.0000e-02 eta: 1 day, 8:24:49 time: 0.2863 data_time: 0.0245 memory: 8198 grad_norm: 5.1565 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7847 loss: 1.7847 2022/08/02 20:02:03 - mmengine - INFO - Epoch(train) [39][180/1879] lr: 1.0000e-02 eta: 1 day, 8:24:43 time: 0.2836 data_time: 0.0239 memory: 8198 grad_norm: 4.9429 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6829 loss: 1.6829 2022/08/02 20:02:09 - mmengine - INFO - Epoch(train) [39][200/1879] lr: 1.0000e-02 eta: 1 day, 8:24:38 time: 0.2898 data_time: 0.0241 memory: 8198 grad_norm: 4.9231 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8702 loss: 1.8702 2022/08/02 20:02:14 - mmengine - INFO - Epoch(train) [39][220/1879] lr: 1.0000e-02 eta: 1 day, 8:24:31 time: 0.2811 data_time: 0.0220 memory: 8198 grad_norm: 4.9662 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8703 loss: 1.8703 2022/08/02 20:02:20 - mmengine - INFO - Epoch(train) [39][240/1879] lr: 1.0000e-02 eta: 1 day, 8:24:26 time: 0.2846 data_time: 0.0255 memory: 8198 grad_norm: 4.9553 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.5271 loss: 1.5271 2022/08/02 20:02:26 - mmengine - INFO - Epoch(train) [39][260/1879] lr: 1.0000e-02 eta: 1 day, 8:24:21 time: 0.2960 data_time: 0.0237 memory: 8198 grad_norm: 4.7858 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7339 loss: 1.7339 2022/08/02 20:02:32 - mmengine - INFO - Epoch(train) [39][280/1879] lr: 1.0000e-02 eta: 1 day, 8:24:15 time: 0.2802 data_time: 0.0221 memory: 8198 grad_norm: 5.0064 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7183 loss: 1.7183 2022/08/02 20:02:37 - mmengine - INFO - Epoch(train) [39][300/1879] lr: 1.0000e-02 eta: 1 day, 8:24:09 time: 0.2827 data_time: 0.0279 memory: 8198 grad_norm: 5.1403 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8236 loss: 1.8236 2022/08/02 20:02:43 - mmengine - INFO - Epoch(train) [39][320/1879] lr: 1.0000e-02 eta: 1 day, 8:24:03 time: 0.2801 data_time: 0.0243 memory: 8198 grad_norm: 5.0810 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8601 loss: 1.8601 2022/08/02 20:02:49 - mmengine - INFO - Epoch(train) [39][340/1879] lr: 1.0000e-02 eta: 1 day, 8:23:57 time: 0.2828 data_time: 0.0203 memory: 8198 grad_norm: 5.1836 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9012 loss: 1.9012 2022/08/02 20:02:54 - mmengine - INFO - Epoch(train) [39][360/1879] lr: 1.0000e-02 eta: 1 day, 8:23:51 time: 0.2820 data_time: 0.0219 memory: 8198 grad_norm: 4.9576 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7623 loss: 1.7623 2022/08/02 20:03:00 - mmengine - INFO - Epoch(train) [39][380/1879] lr: 1.0000e-02 eta: 1 day, 8:23:45 time: 0.2832 data_time: 0.0202 memory: 8198 grad_norm: 5.0880 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6836 loss: 1.6836 2022/08/02 20:03:05 - mmengine - INFO - Epoch(train) [39][400/1879] lr: 1.0000e-02 eta: 1 day, 8:23:39 time: 0.2819 data_time: 0.0214 memory: 8198 grad_norm: 5.0802 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9516 loss: 1.9516 2022/08/02 20:03:11 - mmengine - INFO - Epoch(train) [39][420/1879] lr: 1.0000e-02 eta: 1 day, 8:23:34 time: 0.2886 data_time: 0.0250 memory: 8198 grad_norm: 4.9592 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5343 loss: 1.5343 2022/08/02 20:03:17 - mmengine - INFO - Epoch(train) [39][440/1879] lr: 1.0000e-02 eta: 1 day, 8:23:28 time: 0.2883 data_time: 0.0209 memory: 8198 grad_norm: 4.9945 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.8293 loss: 1.8293 2022/08/02 20:03:23 - mmengine - INFO - Epoch(train) [39][460/1879] lr: 1.0000e-02 eta: 1 day, 8:23:22 time: 0.2830 data_time: 0.0212 memory: 8198 grad_norm: 4.9365 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7672 loss: 1.7672 2022/08/02 20:03:28 - mmengine - INFO - Epoch(train) [39][480/1879] lr: 1.0000e-02 eta: 1 day, 8:23:16 time: 0.2805 data_time: 0.0206 memory: 8198 grad_norm: 4.9338 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7018 loss: 1.7018 2022/08/02 20:03:34 - mmengine - INFO - Epoch(train) [39][500/1879] lr: 1.0000e-02 eta: 1 day, 8:23:10 time: 0.2829 data_time: 0.0215 memory: 8198 grad_norm: 5.0873 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9185 loss: 1.9185 2022/08/02 20:03:40 - mmengine - INFO - Epoch(train) [39][520/1879] lr: 1.0000e-02 eta: 1 day, 8:23:04 time: 0.2845 data_time: 0.0262 memory: 8198 grad_norm: 4.9177 top1_acc: 0.9375 top5_acc: 0.9375 loss_cls: 1.7011 loss: 1.7011 2022/08/02 20:03:45 - mmengine - INFO - Epoch(train) [39][540/1879] lr: 1.0000e-02 eta: 1 day, 8:22:59 time: 0.2838 data_time: 0.0270 memory: 8198 grad_norm: 5.0070 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7304 loss: 1.7304 2022/08/02 20:03:51 - mmengine - INFO - Epoch(train) [39][560/1879] lr: 1.0000e-02 eta: 1 day, 8:22:53 time: 0.2903 data_time: 0.0327 memory: 8198 grad_norm: 5.0198 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8030 loss: 1.8030 2022/08/02 20:03:57 - mmengine - INFO - Epoch(train) [39][580/1879] lr: 1.0000e-02 eta: 1 day, 8:22:48 time: 0.2841 data_time: 0.0253 memory: 8198 grad_norm: 5.0168 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8198 loss: 1.8198 2022/08/02 20:04:02 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:04:02 - mmengine - INFO - Epoch(train) [39][600/1879] lr: 1.0000e-02 eta: 1 day, 8:22:41 time: 0.2776 data_time: 0.0206 memory: 8198 grad_norm: 4.9921 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7383 loss: 1.7383 2022/08/02 20:04:08 - mmengine - INFO - Epoch(train) [39][620/1879] lr: 1.0000e-02 eta: 1 day, 8:22:35 time: 0.2812 data_time: 0.0229 memory: 8198 grad_norm: 5.1134 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5339 loss: 1.5339 2022/08/02 20:04:14 - mmengine - INFO - Epoch(train) [39][640/1879] lr: 1.0000e-02 eta: 1 day, 8:22:29 time: 0.2802 data_time: 0.0209 memory: 8198 grad_norm: 5.1056 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6934 loss: 1.6934 2022/08/02 20:04:19 - mmengine - INFO - Epoch(train) [39][660/1879] lr: 1.0000e-02 eta: 1 day, 8:22:22 time: 0.2793 data_time: 0.0228 memory: 8198 grad_norm: 4.8539 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5589 loss: 1.5589 2022/08/02 20:04:25 - mmengine - INFO - Epoch(train) [39][680/1879] lr: 1.0000e-02 eta: 1 day, 8:22:16 time: 0.2783 data_time: 0.0251 memory: 8198 grad_norm: 4.9346 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7064 loss: 1.7064 2022/08/02 20:04:30 - mmengine - INFO - Epoch(train) [39][700/1879] lr: 1.0000e-02 eta: 1 day, 8:22:10 time: 0.2828 data_time: 0.0245 memory: 8198 grad_norm: 5.0195 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.9084 loss: 1.9084 2022/08/02 20:04:36 - mmengine - INFO - Epoch(train) [39][720/1879] lr: 1.0000e-02 eta: 1 day, 8:22:04 time: 0.2801 data_time: 0.0258 memory: 8198 grad_norm: 4.8614 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7316 loss: 1.7316 2022/08/02 20:04:42 - mmengine - INFO - Epoch(train) [39][740/1879] lr: 1.0000e-02 eta: 1 day, 8:21:58 time: 0.2845 data_time: 0.0280 memory: 8198 grad_norm: 5.0202 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8541 loss: 1.8541 2022/08/02 20:04:48 - mmengine - INFO - Epoch(train) [39][760/1879] lr: 1.0000e-02 eta: 1 day, 8:21:53 time: 0.2880 data_time: 0.0279 memory: 8198 grad_norm: 4.9987 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8902 loss: 1.8902 2022/08/02 20:04:53 - mmengine - INFO - Epoch(train) [39][780/1879] lr: 1.0000e-02 eta: 1 day, 8:21:46 time: 0.2805 data_time: 0.0228 memory: 8198 grad_norm: 5.0181 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9237 loss: 1.9237 2022/08/02 20:04:59 - mmengine - INFO - Epoch(train) [39][800/1879] lr: 1.0000e-02 eta: 1 day, 8:21:41 time: 0.2838 data_time: 0.0233 memory: 8198 grad_norm: 5.0069 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8898 loss: 1.8898 2022/08/02 20:05:05 - mmengine - INFO - Epoch(train) [39][820/1879] lr: 1.0000e-02 eta: 1 day, 8:21:35 time: 0.2827 data_time: 0.0275 memory: 8198 grad_norm: 4.9007 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9599 loss: 1.9599 2022/08/02 20:05:11 - mmengine - INFO - Epoch(train) [39][840/1879] lr: 1.0000e-02 eta: 1 day, 8:21:30 time: 0.2981 data_time: 0.0216 memory: 8198 grad_norm: 4.9592 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7751 loss: 1.7751 2022/08/02 20:05:16 - mmengine - INFO - Epoch(train) [39][860/1879] lr: 1.0000e-02 eta: 1 day, 8:21:24 time: 0.2816 data_time: 0.0241 memory: 8198 grad_norm: 4.8896 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8762 loss: 1.8762 2022/08/02 20:05:22 - mmengine - INFO - Epoch(train) [39][880/1879] lr: 1.0000e-02 eta: 1 day, 8:21:19 time: 0.2873 data_time: 0.0350 memory: 8198 grad_norm: 4.9710 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8152 loss: 1.8152 2022/08/02 20:05:28 - mmengine - INFO - Epoch(train) [39][900/1879] lr: 1.0000e-02 eta: 1 day, 8:21:13 time: 0.2850 data_time: 0.0230 memory: 8198 grad_norm: 5.0803 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.0817 loss: 2.0817 2022/08/02 20:05:33 - mmengine - INFO - Epoch(train) [39][920/1879] lr: 1.0000e-02 eta: 1 day, 8:21:07 time: 0.2794 data_time: 0.0244 memory: 8198 grad_norm: 5.1436 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9085 loss: 1.9085 2022/08/02 20:05:39 - mmengine - INFO - Epoch(train) [39][940/1879] lr: 1.0000e-02 eta: 1 day, 8:21:01 time: 0.2797 data_time: 0.0184 memory: 8198 grad_norm: 5.0122 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8486 loss: 1.8486 2022/08/02 20:05:44 - mmengine - INFO - Epoch(train) [39][960/1879] lr: 1.0000e-02 eta: 1 day, 8:20:55 time: 0.2828 data_time: 0.0256 memory: 8198 grad_norm: 4.9038 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9202 loss: 1.9202 2022/08/02 20:05:50 - mmengine - INFO - Epoch(train) [39][980/1879] lr: 1.0000e-02 eta: 1 day, 8:20:49 time: 0.2837 data_time: 0.0212 memory: 8198 grad_norm: 4.8301 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6941 loss: 1.6941 2022/08/02 20:05:56 - mmengine - INFO - Epoch(train) [39][1000/1879] lr: 1.0000e-02 eta: 1 day, 8:20:43 time: 0.2837 data_time: 0.0222 memory: 8198 grad_norm: 4.9768 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9090 loss: 1.9090 2022/08/02 20:06:01 - mmengine - INFO - Epoch(train) [39][1020/1879] lr: 1.0000e-02 eta: 1 day, 8:20:37 time: 0.2809 data_time: 0.0223 memory: 8198 grad_norm: 4.9507 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7411 loss: 1.7411 2022/08/02 20:06:07 - mmengine - INFO - Epoch(train) [39][1040/1879] lr: 1.0000e-02 eta: 1 day, 8:20:31 time: 0.2825 data_time: 0.0224 memory: 8198 grad_norm: 4.7658 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5795 loss: 1.5795 2022/08/02 20:06:13 - mmengine - INFO - Epoch(train) [39][1060/1879] lr: 1.0000e-02 eta: 1 day, 8:20:25 time: 0.2839 data_time: 0.0214 memory: 8198 grad_norm: 5.0566 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7718 loss: 1.7718 2022/08/02 20:06:19 - mmengine - INFO - Epoch(train) [39][1080/1879] lr: 1.0000e-02 eta: 1 day, 8:20:19 time: 0.2860 data_time: 0.0227 memory: 8198 grad_norm: 5.0048 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5833 loss: 1.5833 2022/08/02 20:06:24 - mmengine - INFO - Epoch(train) [39][1100/1879] lr: 1.0000e-02 eta: 1 day, 8:20:13 time: 0.2807 data_time: 0.0214 memory: 8198 grad_norm: 4.9404 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.9730 loss: 1.9730 2022/08/02 20:06:30 - mmengine - INFO - Epoch(train) [39][1120/1879] lr: 1.0000e-02 eta: 1 day, 8:20:07 time: 0.2819 data_time: 0.0233 memory: 8198 grad_norm: 4.9015 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7229 loss: 1.7229 2022/08/02 20:06:36 - mmengine - INFO - Epoch(train) [39][1140/1879] lr: 1.0000e-02 eta: 1 day, 8:20:02 time: 0.2857 data_time: 0.0230 memory: 8198 grad_norm: 5.0994 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5826 loss: 1.5826 2022/08/02 20:06:41 - mmengine - INFO - Epoch(train) [39][1160/1879] lr: 1.0000e-02 eta: 1 day, 8:19:55 time: 0.2801 data_time: 0.0207 memory: 8198 grad_norm: 4.9125 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7569 loss: 1.7569 2022/08/02 20:06:47 - mmengine - INFO - Epoch(train) [39][1180/1879] lr: 1.0000e-02 eta: 1 day, 8:19:50 time: 0.2852 data_time: 0.0206 memory: 8198 grad_norm: 5.0563 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8241 loss: 1.8241 2022/08/02 20:06:53 - mmengine - INFO - Epoch(train) [39][1200/1879] lr: 1.0000e-02 eta: 1 day, 8:19:44 time: 0.2861 data_time: 0.0275 memory: 8198 grad_norm: 5.0473 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8857 loss: 1.8857 2022/08/02 20:06:58 - mmengine - INFO - Epoch(train) [39][1220/1879] lr: 1.0000e-02 eta: 1 day, 8:19:38 time: 0.2791 data_time: 0.0230 memory: 8198 grad_norm: 5.0775 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9063 loss: 1.9063 2022/08/02 20:07:04 - mmengine - INFO - Epoch(train) [39][1240/1879] lr: 1.0000e-02 eta: 1 day, 8:19:32 time: 0.2813 data_time: 0.0221 memory: 8198 grad_norm: 5.0100 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8473 loss: 1.8473 2022/08/02 20:07:09 - mmengine - INFO - Epoch(train) [39][1260/1879] lr: 1.0000e-02 eta: 1 day, 8:19:26 time: 0.2836 data_time: 0.0245 memory: 8198 grad_norm: 4.8877 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7655 loss: 1.7655 2022/08/02 20:07:15 - mmengine - INFO - Epoch(train) [39][1280/1879] lr: 1.0000e-02 eta: 1 day, 8:19:20 time: 0.2873 data_time: 0.0250 memory: 8198 grad_norm: 4.9847 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.6409 loss: 1.6409 2022/08/02 20:07:21 - mmengine - INFO - Epoch(train) [39][1300/1879] lr: 1.0000e-02 eta: 1 day, 8:19:15 time: 0.2840 data_time: 0.0224 memory: 8198 grad_norm: 5.1190 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.8232 loss: 1.8232 2022/08/02 20:07:27 - mmengine - INFO - Epoch(train) [39][1320/1879] lr: 1.0000e-02 eta: 1 day, 8:19:10 time: 0.2906 data_time: 0.0304 memory: 8198 grad_norm: 4.9010 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8102 loss: 1.8102 2022/08/02 20:07:33 - mmengine - INFO - Epoch(train) [39][1340/1879] lr: 1.0000e-02 eta: 1 day, 8:19:06 time: 0.3019 data_time: 0.0254 memory: 8198 grad_norm: 5.1161 top1_acc: 0.3125 top5_acc: 0.8125 loss_cls: 1.9850 loss: 1.9850 2022/08/02 20:07:38 - mmengine - INFO - Epoch(train) [39][1360/1879] lr: 1.0000e-02 eta: 1 day, 8:19:00 time: 0.2843 data_time: 0.0225 memory: 8198 grad_norm: 4.9540 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7181 loss: 1.7181 2022/08/02 20:07:44 - mmengine - INFO - Epoch(train) [39][1380/1879] lr: 1.0000e-02 eta: 1 day, 8:18:54 time: 0.2851 data_time: 0.0213 memory: 8198 grad_norm: 5.1340 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8313 loss: 1.8313 2022/08/02 20:07:50 - mmengine - INFO - Epoch(train) [39][1400/1879] lr: 1.0000e-02 eta: 1 day, 8:18:50 time: 0.2948 data_time: 0.0223 memory: 8198 grad_norm: 4.9833 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0192 loss: 2.0192 2022/08/02 20:07:56 - mmengine - INFO - Epoch(train) [39][1420/1879] lr: 1.0000e-02 eta: 1 day, 8:18:43 time: 0.2799 data_time: 0.0237 memory: 8198 grad_norm: 5.1249 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7217 loss: 1.7217 2022/08/02 20:08:01 - mmengine - INFO - Epoch(train) [39][1440/1879] lr: 1.0000e-02 eta: 1 day, 8:18:38 time: 0.2876 data_time: 0.0276 memory: 8198 grad_norm: 5.0342 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.0298 loss: 2.0298 2022/08/02 20:08:07 - mmengine - INFO - Epoch(train) [39][1460/1879] lr: 1.0000e-02 eta: 1 day, 8:18:33 time: 0.2916 data_time: 0.0224 memory: 8198 grad_norm: 4.9116 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6786 loss: 1.6786 2022/08/02 20:08:13 - mmengine - INFO - Epoch(train) [39][1480/1879] lr: 1.0000e-02 eta: 1 day, 8:18:27 time: 0.2794 data_time: 0.0267 memory: 8198 grad_norm: 5.0310 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8872 loss: 1.8872 2022/08/02 20:08:19 - mmengine - INFO - Epoch(train) [39][1500/1879] lr: 1.0000e-02 eta: 1 day, 8:18:21 time: 0.2840 data_time: 0.0309 memory: 8198 grad_norm: 5.0362 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9568 loss: 1.9568 2022/08/02 20:08:24 - mmengine - INFO - Epoch(train) [39][1520/1879] lr: 1.0000e-02 eta: 1 day, 8:18:15 time: 0.2820 data_time: 0.0215 memory: 8198 grad_norm: 5.0309 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.7405 loss: 1.7405 2022/08/02 20:08:30 - mmengine - INFO - Epoch(train) [39][1540/1879] lr: 1.0000e-02 eta: 1 day, 8:18:09 time: 0.2821 data_time: 0.0218 memory: 8198 grad_norm: 5.1908 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8371 loss: 1.8371 2022/08/02 20:08:35 - mmengine - INFO - Epoch(train) [39][1560/1879] lr: 1.0000e-02 eta: 1 day, 8:18:02 time: 0.2786 data_time: 0.0288 memory: 8198 grad_norm: 4.9873 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8080 loss: 1.8080 2022/08/02 20:08:41 - mmengine - INFO - Epoch(train) [39][1580/1879] lr: 1.0000e-02 eta: 1 day, 8:17:57 time: 0.2910 data_time: 0.0264 memory: 8198 grad_norm: 4.8015 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9678 loss: 1.9678 2022/08/02 20:08:46 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:08:47 - mmengine - INFO - Epoch(train) [39][1600/1879] lr: 1.0000e-02 eta: 1 day, 8:17:51 time: 0.2813 data_time: 0.0268 memory: 8198 grad_norm: 4.9899 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.7052 loss: 1.7052 2022/08/02 20:08:52 - mmengine - INFO - Epoch(train) [39][1620/1879] lr: 1.0000e-02 eta: 1 day, 8:17:45 time: 0.2782 data_time: 0.0223 memory: 8198 grad_norm: 4.9590 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7738 loss: 1.7738 2022/08/02 20:08:58 - mmengine - INFO - Epoch(train) [39][1640/1879] lr: 1.0000e-02 eta: 1 day, 8:17:39 time: 0.2862 data_time: 0.0255 memory: 8198 grad_norm: 4.9484 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7114 loss: 1.7114 2022/08/02 20:09:04 - mmengine - INFO - Epoch(train) [39][1660/1879] lr: 1.0000e-02 eta: 1 day, 8:17:33 time: 0.2814 data_time: 0.0222 memory: 8198 grad_norm: 5.0187 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9221 loss: 1.9221 2022/08/02 20:09:09 - mmengine - INFO - Epoch(train) [39][1680/1879] lr: 1.0000e-02 eta: 1 day, 8:17:27 time: 0.2804 data_time: 0.0207 memory: 8198 grad_norm: 4.9171 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7466 loss: 1.7466 2022/08/02 20:09:15 - mmengine - INFO - Epoch(train) [39][1700/1879] lr: 1.0000e-02 eta: 1 day, 8:17:21 time: 0.2865 data_time: 0.0201 memory: 8198 grad_norm: 5.1573 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9767 loss: 1.9767 2022/08/02 20:09:21 - mmengine - INFO - Epoch(train) [39][1720/1879] lr: 1.0000e-02 eta: 1 day, 8:17:15 time: 0.2810 data_time: 0.0198 memory: 8198 grad_norm: 5.1427 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6329 loss: 1.6329 2022/08/02 20:09:27 - mmengine - INFO - Epoch(train) [39][1740/1879] lr: 1.0000e-02 eta: 1 day, 8:17:10 time: 0.2931 data_time: 0.0251 memory: 8198 grad_norm: 4.9902 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.8137 loss: 1.8137 2022/08/02 20:09:32 - mmengine - INFO - Epoch(train) [39][1760/1879] lr: 1.0000e-02 eta: 1 day, 8:17:04 time: 0.2795 data_time: 0.0184 memory: 8198 grad_norm: 4.9491 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6897 loss: 1.6897 2022/08/02 20:09:38 - mmengine - INFO - Epoch(train) [39][1780/1879] lr: 1.0000e-02 eta: 1 day, 8:16:58 time: 0.2820 data_time: 0.0199 memory: 8198 grad_norm: 4.8744 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6197 loss: 1.6197 2022/08/02 20:09:44 - mmengine - INFO - Epoch(train) [39][1800/1879] lr: 1.0000e-02 eta: 1 day, 8:16:52 time: 0.2833 data_time: 0.0253 memory: 8198 grad_norm: 5.0431 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8399 loss: 1.8399 2022/08/02 20:09:49 - mmengine - INFO - Epoch(train) [39][1820/1879] lr: 1.0000e-02 eta: 1 day, 8:16:46 time: 0.2817 data_time: 0.0269 memory: 8198 grad_norm: 5.0182 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9393 loss: 1.9393 2022/08/02 20:09:55 - mmengine - INFO - Epoch(train) [39][1840/1879] lr: 1.0000e-02 eta: 1 day, 8:16:40 time: 0.2793 data_time: 0.0205 memory: 8198 grad_norm: 4.9330 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7783 loss: 1.7783 2022/08/02 20:10:01 - mmengine - INFO - Epoch(train) [39][1860/1879] lr: 1.0000e-02 eta: 1 day, 8:16:34 time: 0.2858 data_time: 0.0215 memory: 8198 grad_norm: 4.8399 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.8100 loss: 1.8100 2022/08/02 20:10:05 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:10:05 - mmengine - INFO - Epoch(train) [39][1879/1879] lr: 1.0000e-02 eta: 1 day, 8:16:34 time: 0.2548 data_time: 0.0182 memory: 8198 grad_norm: 5.1450 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.7870 loss: 1.7870 2022/08/02 20:10:13 - mmengine - INFO - Epoch(train) [40][20/1879] lr: 1.0000e-02 eta: 1 day, 8:16:05 time: 0.3951 data_time: 0.1231 memory: 8198 grad_norm: 5.0145 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6626 loss: 1.6626 2022/08/02 20:10:20 - mmengine - INFO - Epoch(train) [40][40/1879] lr: 1.0000e-02 eta: 1 day, 8:16:03 time: 0.3188 data_time: 0.0186 memory: 8198 grad_norm: 5.0312 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7945 loss: 1.7945 2022/08/02 20:10:26 - mmengine - INFO - Epoch(train) [40][60/1879] lr: 1.0000e-02 eta: 1 day, 8:15:58 time: 0.2881 data_time: 0.0214 memory: 8198 grad_norm: 4.8360 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6513 loss: 1.6513 2022/08/02 20:10:31 - mmengine - INFO - Epoch(train) [40][80/1879] lr: 1.0000e-02 eta: 1 day, 8:15:52 time: 0.2793 data_time: 0.0200 memory: 8198 grad_norm: 4.9105 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8932 loss: 1.8932 2022/08/02 20:10:37 - mmengine - INFO - Epoch(train) [40][100/1879] lr: 1.0000e-02 eta: 1 day, 8:15:47 time: 0.2966 data_time: 0.0215 memory: 8198 grad_norm: 4.9212 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.7195 loss: 1.7195 2022/08/02 20:10:43 - mmengine - INFO - Epoch(train) [40][120/1879] lr: 1.0000e-02 eta: 1 day, 8:15:41 time: 0.2787 data_time: 0.0263 memory: 8198 grad_norm: 5.0551 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.8350 loss: 1.8350 2022/08/02 20:10:48 - mmengine - INFO - Epoch(train) [40][140/1879] lr: 1.0000e-02 eta: 1 day, 8:15:36 time: 0.2913 data_time: 0.0266 memory: 8198 grad_norm: 4.9142 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7451 loss: 1.7451 2022/08/02 20:10:54 - mmengine - INFO - Epoch(train) [40][160/1879] lr: 1.0000e-02 eta: 1 day, 8:15:30 time: 0.2829 data_time: 0.0194 memory: 8198 grad_norm: 4.9031 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.4909 loss: 1.4909 2022/08/02 20:11:00 - mmengine - INFO - Epoch(train) [40][180/1879] lr: 1.0000e-02 eta: 1 day, 8:15:24 time: 0.2800 data_time: 0.0220 memory: 8198 grad_norm: 4.9704 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7620 loss: 1.7620 2022/08/02 20:11:05 - mmengine - INFO - Epoch(train) [40][200/1879] lr: 1.0000e-02 eta: 1 day, 8:15:18 time: 0.2801 data_time: 0.0238 memory: 8198 grad_norm: 4.9282 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8597 loss: 1.8597 2022/08/02 20:11:11 - mmengine - INFO - Epoch(train) [40][220/1879] lr: 1.0000e-02 eta: 1 day, 8:15:12 time: 0.2836 data_time: 0.0251 memory: 8198 grad_norm: 5.0189 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7168 loss: 1.7168 2022/08/02 20:11:17 - mmengine - INFO - Epoch(train) [40][240/1879] lr: 1.0000e-02 eta: 1 day, 8:15:07 time: 0.2966 data_time: 0.0236 memory: 8198 grad_norm: 4.9692 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5684 loss: 1.5684 2022/08/02 20:11:23 - mmengine - INFO - Epoch(train) [40][260/1879] lr: 1.0000e-02 eta: 1 day, 8:15:01 time: 0.2824 data_time: 0.0246 memory: 8198 grad_norm: 4.9981 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 2.1937 loss: 2.1937 2022/08/02 20:11:29 - mmengine - INFO - Epoch(train) [40][280/1879] lr: 1.0000e-02 eta: 1 day, 8:14:57 time: 0.2961 data_time: 0.0215 memory: 8198 grad_norm: 4.8967 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5713 loss: 1.5713 2022/08/02 20:11:34 - mmengine - INFO - Epoch(train) [40][300/1879] lr: 1.0000e-02 eta: 1 day, 8:14:50 time: 0.2774 data_time: 0.0225 memory: 8198 grad_norm: 4.9940 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7168 loss: 1.7168 2022/08/02 20:11:40 - mmengine - INFO - Epoch(train) [40][320/1879] lr: 1.0000e-02 eta: 1 day, 8:14:44 time: 0.2802 data_time: 0.0220 memory: 8198 grad_norm: 4.9104 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.6823 loss: 1.6823 2022/08/02 20:11:45 - mmengine - INFO - Epoch(train) [40][340/1879] lr: 1.0000e-02 eta: 1 day, 8:14:38 time: 0.2830 data_time: 0.0266 memory: 8198 grad_norm: 5.0255 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8829 loss: 1.8829 2022/08/02 20:11:51 - mmengine - INFO - Epoch(train) [40][360/1879] lr: 1.0000e-02 eta: 1 day, 8:14:33 time: 0.2870 data_time: 0.0271 memory: 8198 grad_norm: 4.8796 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.7474 loss: 1.7474 2022/08/02 20:11:57 - mmengine - INFO - Epoch(train) [40][380/1879] lr: 1.0000e-02 eta: 1 day, 8:14:28 time: 0.2964 data_time: 0.0286 memory: 8198 grad_norm: 5.0227 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.9509 loss: 1.9509 2022/08/02 20:12:03 - mmengine - INFO - Epoch(train) [40][400/1879] lr: 1.0000e-02 eta: 1 day, 8:14:22 time: 0.2795 data_time: 0.0215 memory: 8198 grad_norm: 5.0423 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5398 loss: 1.5398 2022/08/02 20:12:08 - mmengine - INFO - Epoch(train) [40][420/1879] lr: 1.0000e-02 eta: 1 day, 8:14:16 time: 0.2845 data_time: 0.0221 memory: 8198 grad_norm: 4.9782 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7019 loss: 1.7019 2022/08/02 20:12:14 - mmengine - INFO - Epoch(train) [40][440/1879] lr: 1.0000e-02 eta: 1 day, 8:14:11 time: 0.2874 data_time: 0.0294 memory: 8198 grad_norm: 4.9031 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9007 loss: 1.9007 2022/08/02 20:12:20 - mmengine - INFO - Epoch(train) [40][460/1879] lr: 1.0000e-02 eta: 1 day, 8:14:05 time: 0.2824 data_time: 0.0250 memory: 8198 grad_norm: 4.7912 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7769 loss: 1.7769 2022/08/02 20:12:25 - mmengine - INFO - Epoch(train) [40][480/1879] lr: 1.0000e-02 eta: 1 day, 8:13:59 time: 0.2843 data_time: 0.0226 memory: 8198 grad_norm: 4.9332 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8446 loss: 1.8446 2022/08/02 20:12:31 - mmengine - INFO - Epoch(train) [40][500/1879] lr: 1.0000e-02 eta: 1 day, 8:13:54 time: 0.2872 data_time: 0.0217 memory: 8198 grad_norm: 5.0245 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8508 loss: 1.8508 2022/08/02 20:12:37 - mmengine - INFO - Epoch(train) [40][520/1879] lr: 1.0000e-02 eta: 1 day, 8:13:48 time: 0.2828 data_time: 0.0238 memory: 8198 grad_norm: 4.9369 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7914 loss: 1.7914 2022/08/02 20:12:43 - mmengine - INFO - Epoch(train) [40][540/1879] lr: 1.0000e-02 eta: 1 day, 8:13:42 time: 0.2819 data_time: 0.0222 memory: 8198 grad_norm: 5.0123 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.7213 loss: 1.7213 2022/08/02 20:12:48 - mmengine - INFO - Epoch(train) [40][560/1879] lr: 1.0000e-02 eta: 1 day, 8:13:36 time: 0.2887 data_time: 0.0265 memory: 8198 grad_norm: 4.9443 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8897 loss: 1.8897 2022/08/02 20:12:54 - mmengine - INFO - Epoch(train) [40][580/1879] lr: 1.0000e-02 eta: 1 day, 8:13:30 time: 0.2818 data_time: 0.0206 memory: 8198 grad_norm: 4.9907 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8218 loss: 1.8218 2022/08/02 20:13:00 - mmengine - INFO - Epoch(train) [40][600/1879] lr: 1.0000e-02 eta: 1 day, 8:13:24 time: 0.2809 data_time: 0.0238 memory: 8198 grad_norm: 5.0155 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7414 loss: 1.7414 2022/08/02 20:13:05 - mmengine - INFO - Epoch(train) [40][620/1879] lr: 1.0000e-02 eta: 1 day, 8:13:18 time: 0.2849 data_time: 0.0260 memory: 8198 grad_norm: 5.1993 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7695 loss: 1.7695 2022/08/02 20:13:11 - mmengine - INFO - Epoch(train) [40][640/1879] lr: 1.0000e-02 eta: 1 day, 8:13:15 time: 0.3045 data_time: 0.0245 memory: 8198 grad_norm: 4.9213 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.8356 loss: 1.8356 2022/08/02 20:13:17 - mmengine - INFO - Epoch(train) [40][660/1879] lr: 1.0000e-02 eta: 1 day, 8:13:09 time: 0.2853 data_time: 0.0245 memory: 8198 grad_norm: 4.8316 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6926 loss: 1.6926 2022/08/02 20:13:23 - mmengine - INFO - Epoch(train) [40][680/1879] lr: 1.0000e-02 eta: 1 day, 8:13:03 time: 0.2796 data_time: 0.0229 memory: 8198 grad_norm: 5.0260 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.7708 loss: 1.7708 2022/08/02 20:13:28 - mmengine - INFO - Epoch(train) [40][700/1879] lr: 1.0000e-02 eta: 1 day, 8:12:57 time: 0.2830 data_time: 0.0167 memory: 8198 grad_norm: 4.9238 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7715 loss: 1.7715 2022/08/02 20:13:34 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:13:34 - mmengine - INFO - Epoch(train) [40][720/1879] lr: 1.0000e-02 eta: 1 day, 8:12:51 time: 0.2842 data_time: 0.0279 memory: 8198 grad_norm: 5.0431 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7504 loss: 1.7504 2022/08/02 20:13:40 - mmengine - INFO - Epoch(train) [40][740/1879] lr: 1.0000e-02 eta: 1 day, 8:12:45 time: 0.2836 data_time: 0.0253 memory: 8198 grad_norm: 5.0187 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7719 loss: 1.7719 2022/08/02 20:13:45 - mmengine - INFO - Epoch(train) [40][760/1879] lr: 1.0000e-02 eta: 1 day, 8:12:39 time: 0.2829 data_time: 0.0231 memory: 8198 grad_norm: 5.0475 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7892 loss: 1.7892 2022/08/02 20:13:51 - mmengine - INFO - Epoch(train) [40][780/1879] lr: 1.0000e-02 eta: 1 day, 8:12:34 time: 0.2868 data_time: 0.0235 memory: 8198 grad_norm: 4.9525 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6909 loss: 1.6909 2022/08/02 20:13:57 - mmengine - INFO - Epoch(train) [40][800/1879] lr: 1.0000e-02 eta: 1 day, 8:12:29 time: 0.2932 data_time: 0.0220 memory: 8198 grad_norm: 4.9792 top1_acc: 0.9375 top5_acc: 1.0000 loss_cls: 1.7494 loss: 1.7494 2022/08/02 20:14:03 - mmengine - INFO - Epoch(train) [40][820/1879] lr: 1.0000e-02 eta: 1 day, 8:12:23 time: 0.2807 data_time: 0.0205 memory: 8198 grad_norm: 5.0106 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7201 loss: 1.7201 2022/08/02 20:14:08 - mmengine - INFO - Epoch(train) [40][840/1879] lr: 1.0000e-02 eta: 1 day, 8:12:17 time: 0.2831 data_time: 0.0254 memory: 8198 grad_norm: 5.0670 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0389 loss: 2.0389 2022/08/02 20:14:14 - mmengine - INFO - Epoch(train) [40][860/1879] lr: 1.0000e-02 eta: 1 day, 8:12:11 time: 0.2804 data_time: 0.0241 memory: 8198 grad_norm: 5.0793 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.7842 loss: 1.7842 2022/08/02 20:14:20 - mmengine - INFO - Epoch(train) [40][880/1879] lr: 1.0000e-02 eta: 1 day, 8:12:05 time: 0.2826 data_time: 0.0230 memory: 8198 grad_norm: 4.9031 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6851 loss: 1.6851 2022/08/02 20:14:25 - mmengine - INFO - Epoch(train) [40][900/1879] lr: 1.0000e-02 eta: 1 day, 8:11:59 time: 0.2839 data_time: 0.0242 memory: 8198 grad_norm: 4.9522 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.7970 loss: 1.7970 2022/08/02 20:14:31 - mmengine - INFO - Epoch(train) [40][920/1879] lr: 1.0000e-02 eta: 1 day, 8:11:53 time: 0.2825 data_time: 0.0228 memory: 8198 grad_norm: 4.9748 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7999 loss: 1.7999 2022/08/02 20:14:37 - mmengine - INFO - Epoch(train) [40][940/1879] lr: 1.0000e-02 eta: 1 day, 8:11:48 time: 0.2901 data_time: 0.0220 memory: 8198 grad_norm: 4.9270 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7878 loss: 1.7878 2022/08/02 20:14:42 - mmengine - INFO - Epoch(train) [40][960/1879] lr: 1.0000e-02 eta: 1 day, 8:11:42 time: 0.2822 data_time: 0.0241 memory: 8198 grad_norm: 5.1178 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8574 loss: 1.8574 2022/08/02 20:14:48 - mmengine - INFO - Epoch(train) [40][980/1879] lr: 1.0000e-02 eta: 1 day, 8:11:37 time: 0.2880 data_time: 0.0325 memory: 8198 grad_norm: 4.9956 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.8305 loss: 1.8305 2022/08/02 20:14:54 - mmengine - INFO - Epoch(train) [40][1000/1879] lr: 1.0000e-02 eta: 1 day, 8:11:30 time: 0.2797 data_time: 0.0220 memory: 8198 grad_norm: 4.8662 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6213 loss: 1.6213 2022/08/02 20:15:00 - mmengine - INFO - Epoch(train) [40][1020/1879] lr: 1.0000e-02 eta: 1 day, 8:11:25 time: 0.2871 data_time: 0.0246 memory: 8198 grad_norm: 4.9391 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6099 loss: 1.6099 2022/08/02 20:15:05 - mmengine - INFO - Epoch(train) [40][1040/1879] lr: 1.0000e-02 eta: 1 day, 8:11:19 time: 0.2805 data_time: 0.0203 memory: 8198 grad_norm: 5.1044 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0336 loss: 2.0336 2022/08/02 20:15:11 - mmengine - INFO - Epoch(train) [40][1060/1879] lr: 1.0000e-02 eta: 1 day, 8:11:13 time: 0.2846 data_time: 0.0195 memory: 8198 grad_norm: 4.8533 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6811 loss: 1.6811 2022/08/02 20:15:17 - mmengine - INFO - Epoch(train) [40][1080/1879] lr: 1.0000e-02 eta: 1 day, 8:11:08 time: 0.2907 data_time: 0.0241 memory: 8198 grad_norm: 4.8561 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9035 loss: 1.9035 2022/08/02 20:15:22 - mmengine - INFO - Epoch(train) [40][1100/1879] lr: 1.0000e-02 eta: 1 day, 8:11:02 time: 0.2787 data_time: 0.0219 memory: 8198 grad_norm: 4.9919 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8661 loss: 1.8661 2022/08/02 20:15:28 - mmengine - INFO - Epoch(train) [40][1120/1879] lr: 1.0000e-02 eta: 1 day, 8:10:56 time: 0.2879 data_time: 0.0260 memory: 8198 grad_norm: 4.9951 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6742 loss: 1.6742 2022/08/02 20:15:34 - mmengine - INFO - Epoch(train) [40][1140/1879] lr: 1.0000e-02 eta: 1 day, 8:10:50 time: 0.2815 data_time: 0.0222 memory: 8198 grad_norm: 4.9973 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.7690 loss: 1.7690 2022/08/02 20:15:39 - mmengine - INFO - Epoch(train) [40][1160/1879] lr: 1.0000e-02 eta: 1 day, 8:10:44 time: 0.2831 data_time: 0.0202 memory: 8198 grad_norm: 5.0255 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8230 loss: 1.8230 2022/08/02 20:15:45 - mmengine - INFO - Epoch(train) [40][1180/1879] lr: 1.0000e-02 eta: 1 day, 8:10:38 time: 0.2808 data_time: 0.0206 memory: 8198 grad_norm: 5.0305 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.9568 loss: 1.9568 2022/08/02 20:15:51 - mmengine - INFO - Epoch(train) [40][1200/1879] lr: 1.0000e-02 eta: 1 day, 8:10:32 time: 0.2852 data_time: 0.0214 memory: 8198 grad_norm: 4.8365 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7339 loss: 1.7339 2022/08/02 20:15:56 - mmengine - INFO - Epoch(train) [40][1220/1879] lr: 1.0000e-02 eta: 1 day, 8:10:27 time: 0.2859 data_time: 0.0210 memory: 8198 grad_norm: 5.0728 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8508 loss: 1.8508 2022/08/02 20:16:02 - mmengine - INFO - Epoch(train) [40][1240/1879] lr: 1.0000e-02 eta: 1 day, 8:10:21 time: 0.2803 data_time: 0.0217 memory: 8198 grad_norm: 4.9891 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0240 loss: 2.0240 2022/08/02 20:16:08 - mmengine - INFO - Epoch(train) [40][1260/1879] lr: 1.0000e-02 eta: 1 day, 8:10:15 time: 0.2828 data_time: 0.0201 memory: 8198 grad_norm: 4.8958 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8224 loss: 1.8224 2022/08/02 20:16:13 - mmengine - INFO - Epoch(train) [40][1280/1879] lr: 1.0000e-02 eta: 1 day, 8:10:09 time: 0.2806 data_time: 0.0230 memory: 8198 grad_norm: 4.8365 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8314 loss: 1.8314 2022/08/02 20:16:19 - mmengine - INFO - Epoch(train) [40][1300/1879] lr: 1.0000e-02 eta: 1 day, 8:10:03 time: 0.2838 data_time: 0.0249 memory: 8198 grad_norm: 4.9054 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9652 loss: 1.9652 2022/08/02 20:16:25 - mmengine - INFO - Epoch(train) [40][1320/1879] lr: 1.0000e-02 eta: 1 day, 8:09:57 time: 0.2832 data_time: 0.0226 memory: 8198 grad_norm: 4.9997 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9693 loss: 1.9693 2022/08/02 20:16:30 - mmengine - INFO - Epoch(train) [40][1340/1879] lr: 1.0000e-02 eta: 1 day, 8:09:51 time: 0.2828 data_time: 0.0249 memory: 8198 grad_norm: 5.0539 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7268 loss: 1.7268 2022/08/02 20:16:36 - mmengine - INFO - Epoch(train) [40][1360/1879] lr: 1.0000e-02 eta: 1 day, 8:09:45 time: 0.2830 data_time: 0.0262 memory: 8198 grad_norm: 5.0419 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6847 loss: 1.6847 2022/08/02 20:16:42 - mmengine - INFO - Epoch(train) [40][1380/1879] lr: 1.0000e-02 eta: 1 day, 8:09:40 time: 0.2916 data_time: 0.0199 memory: 8198 grad_norm: 4.8436 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7130 loss: 1.7130 2022/08/02 20:16:47 - mmengine - INFO - Epoch(train) [40][1400/1879] lr: 1.0000e-02 eta: 1 day, 8:09:34 time: 0.2838 data_time: 0.0227 memory: 8198 grad_norm: 5.0307 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.7922 loss: 1.7922 2022/08/02 20:16:53 - mmengine - INFO - Epoch(train) [40][1420/1879] lr: 1.0000e-02 eta: 1 day, 8:09:29 time: 0.2905 data_time: 0.0339 memory: 8198 grad_norm: 5.0092 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8810 loss: 1.8810 2022/08/02 20:16:59 - mmengine - INFO - Epoch(train) [40][1440/1879] lr: 1.0000e-02 eta: 1 day, 8:09:24 time: 0.2884 data_time: 0.0290 memory: 8198 grad_norm: 4.9386 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 2.0653 loss: 2.0653 2022/08/02 20:17:05 - mmengine - INFO - Epoch(train) [40][1460/1879] lr: 1.0000e-02 eta: 1 day, 8:09:18 time: 0.2822 data_time: 0.0202 memory: 8198 grad_norm: 4.9464 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.9676 loss: 1.9676 2022/08/02 20:17:10 - mmengine - INFO - Epoch(train) [40][1480/1879] lr: 1.0000e-02 eta: 1 day, 8:09:12 time: 0.2845 data_time: 0.0272 memory: 8198 grad_norm: 5.0503 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8469 loss: 1.8469 2022/08/02 20:17:16 - mmengine - INFO - Epoch(train) [40][1500/1879] lr: 1.0000e-02 eta: 1 day, 8:09:06 time: 0.2850 data_time: 0.0189 memory: 8198 grad_norm: 4.9305 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0579 loss: 2.0579 2022/08/02 20:17:22 - mmengine - INFO - Epoch(train) [40][1520/1879] lr: 1.0000e-02 eta: 1 day, 8:09:01 time: 0.2897 data_time: 0.0309 memory: 8198 grad_norm: 4.8153 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6006 loss: 1.6006 2022/08/02 20:17:28 - mmengine - INFO - Epoch(train) [40][1540/1879] lr: 1.0000e-02 eta: 1 day, 8:08:55 time: 0.2827 data_time: 0.0245 memory: 8198 grad_norm: 5.0810 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9588 loss: 1.9588 2022/08/02 20:17:33 - mmengine - INFO - Epoch(train) [40][1560/1879] lr: 1.0000e-02 eta: 1 day, 8:08:51 time: 0.2945 data_time: 0.0259 memory: 8198 grad_norm: 5.0603 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.8064 loss: 1.8064 2022/08/02 20:17:39 - mmengine - INFO - Epoch(train) [40][1580/1879] lr: 1.0000e-02 eta: 1 day, 8:08:45 time: 0.2838 data_time: 0.0220 memory: 8198 grad_norm: 5.1311 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6849 loss: 1.6849 2022/08/02 20:17:45 - mmengine - INFO - Epoch(train) [40][1600/1879] lr: 1.0000e-02 eta: 1 day, 8:08:38 time: 0.2785 data_time: 0.0255 memory: 8198 grad_norm: 5.0767 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8080 loss: 1.8080 2022/08/02 20:17:50 - mmengine - INFO - Epoch(train) [40][1620/1879] lr: 1.0000e-02 eta: 1 day, 8:08:33 time: 0.2854 data_time: 0.0202 memory: 8198 grad_norm: 5.0332 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6103 loss: 1.6103 2022/08/02 20:17:56 - mmengine - INFO - Epoch(train) [40][1640/1879] lr: 1.0000e-02 eta: 1 day, 8:08:27 time: 0.2834 data_time: 0.0248 memory: 8198 grad_norm: 5.0381 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6588 loss: 1.6588 2022/08/02 20:18:02 - mmengine - INFO - Epoch(train) [40][1660/1879] lr: 1.0000e-02 eta: 1 day, 8:08:21 time: 0.2795 data_time: 0.0206 memory: 8198 grad_norm: 4.9677 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7981 loss: 1.7981 2022/08/02 20:18:07 - mmengine - INFO - Epoch(train) [40][1680/1879] lr: 1.0000e-02 eta: 1 day, 8:08:15 time: 0.2816 data_time: 0.0271 memory: 8198 grad_norm: 4.9098 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.7724 loss: 1.7724 2022/08/02 20:18:13 - mmengine - INFO - Epoch(train) [40][1700/1879] lr: 1.0000e-02 eta: 1 day, 8:08:09 time: 0.2821 data_time: 0.0196 memory: 8198 grad_norm: 4.9565 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7767 loss: 1.7767 2022/08/02 20:18:19 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:18:19 - mmengine - INFO - Epoch(train) [40][1720/1879] lr: 1.0000e-02 eta: 1 day, 8:08:03 time: 0.2909 data_time: 0.0221 memory: 8198 grad_norm: 4.9016 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.6697 loss: 1.6697 2022/08/02 20:18:24 - mmengine - INFO - Epoch(train) [40][1740/1879] lr: 1.0000e-02 eta: 1 day, 8:07:57 time: 0.2799 data_time: 0.0206 memory: 8198 grad_norm: 5.0327 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8182 loss: 1.8182 2022/08/02 20:18:30 - mmengine - INFO - Epoch(train) [40][1760/1879] lr: 1.0000e-02 eta: 1 day, 8:07:52 time: 0.2865 data_time: 0.0243 memory: 8198 grad_norm: 5.0775 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8521 loss: 1.8521 2022/08/02 20:18:36 - mmengine - INFO - Epoch(train) [40][1780/1879] lr: 1.0000e-02 eta: 1 day, 8:07:46 time: 0.2838 data_time: 0.0218 memory: 8198 grad_norm: 4.8830 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7046 loss: 1.7046 2022/08/02 20:18:42 - mmengine - INFO - Epoch(train) [40][1800/1879] lr: 1.0000e-02 eta: 1 day, 8:07:40 time: 0.2854 data_time: 0.0256 memory: 8198 grad_norm: 4.9718 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7622 loss: 1.7622 2022/08/02 20:18:47 - mmengine - INFO - Epoch(train) [40][1820/1879] lr: 1.0000e-02 eta: 1 day, 8:07:34 time: 0.2836 data_time: 0.0188 memory: 8198 grad_norm: 5.0328 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8360 loss: 1.8360 2022/08/02 20:18:53 - mmengine - INFO - Epoch(train) [40][1840/1879] lr: 1.0000e-02 eta: 1 day, 8:07:28 time: 0.2822 data_time: 0.0268 memory: 8198 grad_norm: 4.9942 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 2.0172 loss: 2.0172 2022/08/02 20:18:58 - mmengine - INFO - Epoch(train) [40][1860/1879] lr: 1.0000e-02 eta: 1 day, 8:07:22 time: 0.2770 data_time: 0.0224 memory: 8198 grad_norm: 4.8500 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.6861 loss: 1.6861 2022/08/02 20:19:03 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:19:03 - mmengine - INFO - Epoch(train) [40][1879/1879] lr: 1.0000e-02 eta: 1 day, 8:07:22 time: 0.2548 data_time: 0.0146 memory: 8198 grad_norm: 5.0160 top1_acc: 0.5714 top5_acc: 0.7143 loss_cls: 1.8768 loss: 1.8768 2022/08/02 20:19:03 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/08/02 20:19:12 - mmengine - INFO - Epoch(val) [40][20/155] eta: 0:00:44 time: 0.3262 data_time: 0.2362 memory: 1514 2022/08/02 20:19:16 - mmengine - INFO - Epoch(val) [40][40/155] eta: 0:00:26 time: 0.2344 data_time: 0.1480 memory: 1514 2022/08/02 20:19:23 - mmengine - INFO - Epoch(val) [40][60/155] eta: 0:00:28 time: 0.3039 data_time: 0.2159 memory: 1514 2022/08/02 20:19:27 - mmengine - INFO - Epoch(val) [40][80/155] eta: 0:00:18 time: 0.2405 data_time: 0.1436 memory: 1514 2022/08/02 20:19:34 - mmengine - INFO - Epoch(val) [40][100/155] eta: 0:00:16 time: 0.3079 data_time: 0.2205 memory: 1514 2022/08/02 20:19:38 - mmengine - INFO - Epoch(val) [40][120/155] eta: 0:00:08 time: 0.2381 data_time: 0.1508 memory: 1514 2022/08/02 20:19:44 - mmengine - INFO - Epoch(val) [40][140/155] eta: 0:00:04 time: 0.2968 data_time: 0.2145 memory: 1514 2022/08/02 20:19:49 - mmengine - INFO - Epoch(val) [40][155/155] acc/top1: 0.6286 acc/top5: 0.8417 acc/mean1: 0.6284 2022/08/02 20:19:49 - mmengine - INFO - The previous best checkpoint /mnt/lustre/hukai/action/work_dirs/slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb/best_acc/top1_epoch_36.pth is removed 2022/08/02 20:19:50 - mmengine - INFO - The best checkpoint with 0.6286 acc/top1 at 41 epoch is saved to best_acc/top1_epoch_41.pth. 2022/08/02 20:19:58 - mmengine - INFO - Epoch(train) [41][20/1879] lr: 1.0000e-02 eta: 1 day, 8:06:51 time: 0.3711 data_time: 0.1120 memory: 8198 grad_norm: 5.0474 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8120 loss: 1.8120 2022/08/02 20:20:03 - mmengine - INFO - Epoch(train) [41][40/1879] lr: 1.0000e-02 eta: 1 day, 8:06:45 time: 0.2803 data_time: 0.0212 memory: 8198 grad_norm: 5.0435 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8375 loss: 1.8375 2022/08/02 20:20:09 - mmengine - INFO - Epoch(train) [41][60/1879] lr: 1.0000e-02 eta: 1 day, 8:06:39 time: 0.2831 data_time: 0.0232 memory: 8198 grad_norm: 4.8865 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7861 loss: 1.7861 2022/08/02 20:20:15 - mmengine - INFO - Epoch(train) [41][80/1879] lr: 1.0000e-02 eta: 1 day, 8:06:33 time: 0.2844 data_time: 0.0176 memory: 8198 grad_norm: 5.0579 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 2.0318 loss: 2.0318 2022/08/02 20:20:20 - mmengine - INFO - Epoch(train) [41][100/1879] lr: 1.0000e-02 eta: 1 day, 8:06:27 time: 0.2816 data_time: 0.0217 memory: 8198 grad_norm: 4.9075 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6726 loss: 1.6726 2022/08/02 20:20:26 - mmengine - INFO - Epoch(train) [41][120/1879] lr: 1.0000e-02 eta: 1 day, 8:06:21 time: 0.2800 data_time: 0.0235 memory: 8198 grad_norm: 4.8520 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7616 loss: 1.7616 2022/08/02 20:20:32 - mmengine - INFO - Epoch(train) [41][140/1879] lr: 1.0000e-02 eta: 1 day, 8:06:15 time: 0.2869 data_time: 0.0237 memory: 8198 grad_norm: 5.0959 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8344 loss: 1.8344 2022/08/02 20:20:37 - mmengine - INFO - Epoch(train) [41][160/1879] lr: 1.0000e-02 eta: 1 day, 8:06:09 time: 0.2800 data_time: 0.0232 memory: 8198 grad_norm: 5.1586 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7925 loss: 1.7925 2022/08/02 20:20:43 - mmengine - INFO - Epoch(train) [41][180/1879] lr: 1.0000e-02 eta: 1 day, 8:06:03 time: 0.2784 data_time: 0.0246 memory: 8198 grad_norm: 4.9737 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4885 loss: 1.4885 2022/08/02 20:20:49 - mmengine - INFO - Epoch(train) [41][200/1879] lr: 1.0000e-02 eta: 1 day, 8:05:57 time: 0.2887 data_time: 0.0220 memory: 8198 grad_norm: 4.8522 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.5755 loss: 1.5755 2022/08/02 20:20:54 - mmengine - INFO - Epoch(train) [41][220/1879] lr: 1.0000e-02 eta: 1 day, 8:05:51 time: 0.2830 data_time: 0.0281 memory: 8198 grad_norm: 5.0855 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7979 loss: 1.7979 2022/08/02 20:21:00 - mmengine - INFO - Epoch(train) [41][240/1879] lr: 1.0000e-02 eta: 1 day, 8:05:46 time: 0.2848 data_time: 0.0232 memory: 8198 grad_norm: 5.0299 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7697 loss: 1.7697 2022/08/02 20:21:06 - mmengine - INFO - Epoch(train) [41][260/1879] lr: 1.0000e-02 eta: 1 day, 8:05:40 time: 0.2818 data_time: 0.0272 memory: 8198 grad_norm: 5.0271 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7863 loss: 1.7863 2022/08/02 20:21:12 - mmengine - INFO - Epoch(train) [41][280/1879] lr: 1.0000e-02 eta: 1 day, 8:05:36 time: 0.3009 data_time: 0.0230 memory: 8198 grad_norm: 4.8841 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7779 loss: 1.7779 2022/08/02 20:21:18 - mmengine - INFO - Epoch(train) [41][300/1879] lr: 1.0000e-02 eta: 1 day, 8:05:30 time: 0.2837 data_time: 0.0201 memory: 8198 grad_norm: 4.9881 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7201 loss: 1.7201 2022/08/02 20:21:23 - mmengine - INFO - Epoch(train) [41][320/1879] lr: 1.0000e-02 eta: 1 day, 8:05:24 time: 0.2872 data_time: 0.0198 memory: 8198 grad_norm: 4.9294 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8356 loss: 1.8356 2022/08/02 20:21:29 - mmengine - INFO - Epoch(train) [41][340/1879] lr: 1.0000e-02 eta: 1 day, 8:05:19 time: 0.2890 data_time: 0.0280 memory: 8198 grad_norm: 5.0119 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.7212 loss: 1.7212 2022/08/02 20:21:35 - mmengine - INFO - Epoch(train) [41][360/1879] lr: 1.0000e-02 eta: 1 day, 8:05:14 time: 0.2853 data_time: 0.0237 memory: 8198 grad_norm: 4.8643 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6635 loss: 1.6635 2022/08/02 20:21:41 - mmengine - INFO - Epoch(train) [41][380/1879] lr: 1.0000e-02 eta: 1 day, 8:05:08 time: 0.2861 data_time: 0.0210 memory: 8198 grad_norm: 4.8564 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8410 loss: 1.8410 2022/08/02 20:21:46 - mmengine - INFO - Epoch(train) [41][400/1879] lr: 1.0000e-02 eta: 1 day, 8:05:02 time: 0.2781 data_time: 0.0204 memory: 8198 grad_norm: 4.9906 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9532 loss: 1.9532 2022/08/02 20:21:52 - mmengine - INFO - Epoch(train) [41][420/1879] lr: 1.0000e-02 eta: 1 day, 8:04:56 time: 0.2841 data_time: 0.0258 memory: 8198 grad_norm: 4.9703 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7430 loss: 1.7430 2022/08/02 20:21:57 - mmengine - INFO - Epoch(train) [41][440/1879] lr: 1.0000e-02 eta: 1 day, 8:04:50 time: 0.2835 data_time: 0.0195 memory: 8198 grad_norm: 4.9646 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4253 loss: 1.4253 2022/08/02 20:22:03 - mmengine - INFO - Epoch(train) [41][460/1879] lr: 1.0000e-02 eta: 1 day, 8:04:44 time: 0.2819 data_time: 0.0249 memory: 8198 grad_norm: 4.9639 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.6004 loss: 1.6004 2022/08/02 20:22:09 - mmengine - INFO - Epoch(train) [41][480/1879] lr: 1.0000e-02 eta: 1 day, 8:04:40 time: 0.3006 data_time: 0.0223 memory: 8198 grad_norm: 5.0053 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.8484 loss: 1.8484 2022/08/02 20:22:15 - mmengine - INFO - Epoch(train) [41][500/1879] lr: 1.0000e-02 eta: 1 day, 8:04:34 time: 0.2797 data_time: 0.0212 memory: 8198 grad_norm: 5.0715 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6040 loss: 1.6040 2022/08/02 20:22:20 - mmengine - INFO - Epoch(train) [41][520/1879] lr: 1.0000e-02 eta: 1 day, 8:04:28 time: 0.2866 data_time: 0.0242 memory: 8198 grad_norm: 4.9752 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7306 loss: 1.7306 2022/08/02 20:22:26 - mmengine - INFO - Epoch(train) [41][540/1879] lr: 1.0000e-02 eta: 1 day, 8:04:22 time: 0.2822 data_time: 0.0260 memory: 8198 grad_norm: 4.9598 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.6774 loss: 1.6774 2022/08/02 20:22:32 - mmengine - INFO - Epoch(train) [41][560/1879] lr: 1.0000e-02 eta: 1 day, 8:04:16 time: 0.2820 data_time: 0.0247 memory: 8198 grad_norm: 4.8727 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 2.0430 loss: 2.0430 2022/08/02 20:22:38 - mmengine - INFO - Epoch(train) [41][580/1879] lr: 1.0000e-02 eta: 1 day, 8:04:11 time: 0.2914 data_time: 0.0270 memory: 8198 grad_norm: 4.9996 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9754 loss: 1.9754 2022/08/02 20:22:43 - mmengine - INFO - Epoch(train) [41][600/1879] lr: 1.0000e-02 eta: 1 day, 8:04:05 time: 0.2803 data_time: 0.0251 memory: 8198 grad_norm: 5.0002 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7318 loss: 1.7318 2022/08/02 20:22:49 - mmengine - INFO - Epoch(train) [41][620/1879] lr: 1.0000e-02 eta: 1 day, 8:04:00 time: 0.2940 data_time: 0.0380 memory: 8198 grad_norm: 4.9542 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7847 loss: 1.7847 2022/08/02 20:22:55 - mmengine - INFO - Epoch(train) [41][640/1879] lr: 1.0000e-02 eta: 1 day, 8:03:54 time: 0.2840 data_time: 0.0228 memory: 8198 grad_norm: 5.0866 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7621 loss: 1.7621 2022/08/02 20:23:01 - mmengine - INFO - Epoch(train) [41][660/1879] lr: 1.0000e-02 eta: 1 day, 8:03:50 time: 0.2971 data_time: 0.0204 memory: 8198 grad_norm: 5.0029 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8669 loss: 1.8669 2022/08/02 20:23:06 - mmengine - INFO - Epoch(train) [41][680/1879] lr: 1.0000e-02 eta: 1 day, 8:03:44 time: 0.2801 data_time: 0.0226 memory: 8198 grad_norm: 5.0606 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 2.0219 loss: 2.0219 2022/08/02 20:23:12 - mmengine - INFO - Epoch(train) [41][700/1879] lr: 1.0000e-02 eta: 1 day, 8:03:38 time: 0.2842 data_time: 0.0263 memory: 8198 grad_norm: 4.8002 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7094 loss: 1.7094 2022/08/02 20:23:18 - mmengine - INFO - Epoch(train) [41][720/1879] lr: 1.0000e-02 eta: 1 day, 8:03:32 time: 0.2848 data_time: 0.0256 memory: 8198 grad_norm: 5.0667 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9013 loss: 1.9013 2022/08/02 20:23:23 - mmengine - INFO - Epoch(train) [41][740/1879] lr: 1.0000e-02 eta: 1 day, 8:03:26 time: 0.2800 data_time: 0.0213 memory: 8198 grad_norm: 5.0990 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6550 loss: 1.6550 2022/08/02 20:23:29 - mmengine - INFO - Epoch(train) [41][760/1879] lr: 1.0000e-02 eta: 1 day, 8:03:20 time: 0.2836 data_time: 0.0229 memory: 8198 grad_norm: 5.0067 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6993 loss: 1.6993 2022/08/02 20:23:35 - mmengine - INFO - Epoch(train) [41][780/1879] lr: 1.0000e-02 eta: 1 day, 8:03:14 time: 0.2828 data_time: 0.0246 memory: 8198 grad_norm: 4.9052 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5157 loss: 1.5157 2022/08/02 20:23:41 - mmengine - INFO - Epoch(train) [41][800/1879] lr: 1.0000e-02 eta: 1 day, 8:03:09 time: 0.2888 data_time: 0.0229 memory: 8198 grad_norm: 4.9578 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6871 loss: 1.6871 2022/08/02 20:23:46 - mmengine - INFO - Epoch(train) [41][820/1879] lr: 1.0000e-02 eta: 1 day, 8:03:03 time: 0.2844 data_time: 0.0230 memory: 8198 grad_norm: 4.8386 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.5777 loss: 1.5777 2022/08/02 20:23:52 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:23:52 - mmengine - INFO - Epoch(train) [41][840/1879] lr: 1.0000e-02 eta: 1 day, 8:02:58 time: 0.2851 data_time: 0.0207 memory: 8198 grad_norm: 5.0744 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7964 loss: 1.7964 2022/08/02 20:23:58 - mmengine - INFO - Epoch(train) [41][860/1879] lr: 1.0000e-02 eta: 1 day, 8:02:52 time: 0.2824 data_time: 0.0302 memory: 8198 grad_norm: 4.8685 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.5556 loss: 1.5556 2022/08/02 20:24:03 - mmengine - INFO - Epoch(train) [41][880/1879] lr: 1.0000e-02 eta: 1 day, 8:02:46 time: 0.2839 data_time: 0.0242 memory: 8198 grad_norm: 4.9388 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6870 loss: 1.6870 2022/08/02 20:24:09 - mmengine - INFO - Epoch(train) [41][900/1879] lr: 1.0000e-02 eta: 1 day, 8:02:40 time: 0.2835 data_time: 0.0239 memory: 8198 grad_norm: 4.9659 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6927 loss: 1.6927 2022/08/02 20:24:15 - mmengine - INFO - Epoch(train) [41][920/1879] lr: 1.0000e-02 eta: 1 day, 8:02:34 time: 0.2818 data_time: 0.0248 memory: 8198 grad_norm: 5.0633 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9592 loss: 1.9592 2022/08/02 20:24:20 - mmengine - INFO - Epoch(train) [41][940/1879] lr: 1.0000e-02 eta: 1 day, 8:02:29 time: 0.2938 data_time: 0.0216 memory: 8198 grad_norm: 5.0596 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8044 loss: 1.8044 2022/08/02 20:24:26 - mmengine - INFO - Epoch(train) [41][960/1879] lr: 1.0000e-02 eta: 1 day, 8:02:24 time: 0.2835 data_time: 0.0230 memory: 8198 grad_norm: 5.1267 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9574 loss: 1.9574 2022/08/02 20:24:32 - mmengine - INFO - Epoch(train) [41][980/1879] lr: 1.0000e-02 eta: 1 day, 8:02:18 time: 0.2870 data_time: 0.0194 memory: 8198 grad_norm: 5.0093 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0018 loss: 2.0018 2022/08/02 20:24:38 - mmengine - INFO - Epoch(train) [41][1000/1879] lr: 1.0000e-02 eta: 1 day, 8:02:13 time: 0.2902 data_time: 0.0247 memory: 8198 grad_norm: 4.9783 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7234 loss: 1.7234 2022/08/02 20:24:43 - mmengine - INFO - Epoch(train) [41][1020/1879] lr: 1.0000e-02 eta: 1 day, 8:02:07 time: 0.2815 data_time: 0.0238 memory: 8198 grad_norm: 5.0572 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8371 loss: 1.8371 2022/08/02 20:24:49 - mmengine - INFO - Epoch(train) [41][1040/1879] lr: 1.0000e-02 eta: 1 day, 8:02:01 time: 0.2867 data_time: 0.0248 memory: 8198 grad_norm: 4.9950 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7007 loss: 1.7007 2022/08/02 20:24:55 - mmengine - INFO - Epoch(train) [41][1060/1879] lr: 1.0000e-02 eta: 1 day, 8:01:55 time: 0.2829 data_time: 0.0244 memory: 8198 grad_norm: 4.9141 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8789 loss: 1.8789 2022/08/02 20:25:01 - mmengine - INFO - Epoch(train) [41][1080/1879] lr: 1.0000e-02 eta: 1 day, 8:01:51 time: 0.2946 data_time: 0.0201 memory: 8198 grad_norm: 5.0396 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8259 loss: 1.8259 2022/08/02 20:25:06 - mmengine - INFO - Epoch(train) [41][1100/1879] lr: 1.0000e-02 eta: 1 day, 8:01:45 time: 0.2802 data_time: 0.0243 memory: 8198 grad_norm: 4.9565 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8123 loss: 1.8123 2022/08/02 20:25:12 - mmengine - INFO - Epoch(train) [41][1120/1879] lr: 1.0000e-02 eta: 1 day, 8:01:39 time: 0.2861 data_time: 0.0216 memory: 8198 grad_norm: 5.0129 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.4914 loss: 1.4914 2022/08/02 20:25:18 - mmengine - INFO - Epoch(train) [41][1140/1879] lr: 1.0000e-02 eta: 1 day, 8:01:35 time: 0.2966 data_time: 0.0267 memory: 8198 grad_norm: 5.0675 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8034 loss: 1.8034 2022/08/02 20:25:23 - mmengine - INFO - Epoch(train) [41][1160/1879] lr: 1.0000e-02 eta: 1 day, 8:01:28 time: 0.2773 data_time: 0.0214 memory: 8198 grad_norm: 4.9872 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.8582 loss: 1.8582 2022/08/02 20:25:29 - mmengine - INFO - Epoch(train) [41][1180/1879] lr: 1.0000e-02 eta: 1 day, 8:01:23 time: 0.2865 data_time: 0.0341 memory: 8198 grad_norm: 5.1706 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.8835 loss: 1.8835 2022/08/02 20:25:35 - mmengine - INFO - Epoch(train) [41][1200/1879] lr: 1.0000e-02 eta: 1 day, 8:01:16 time: 0.2788 data_time: 0.0206 memory: 8198 grad_norm: 5.0269 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7503 loss: 1.7503 2022/08/02 20:25:41 - mmengine - INFO - Epoch(train) [41][1220/1879] lr: 1.0000e-02 eta: 1 day, 8:01:11 time: 0.2917 data_time: 0.0226 memory: 8198 grad_norm: 4.9972 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8098 loss: 1.8098 2022/08/02 20:25:46 - mmengine - INFO - Epoch(train) [41][1240/1879] lr: 1.0000e-02 eta: 1 day, 8:01:05 time: 0.2788 data_time: 0.0212 memory: 8198 grad_norm: 5.0178 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 2.0299 loss: 2.0299 2022/08/02 20:25:52 - mmengine - INFO - Epoch(train) [41][1260/1879] lr: 1.0000e-02 eta: 1 day, 8:00:59 time: 0.2866 data_time: 0.0225 memory: 8198 grad_norm: 4.9140 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6598 loss: 1.6598 2022/08/02 20:25:58 - mmengine - INFO - Epoch(train) [41][1280/1879] lr: 1.0000e-02 eta: 1 day, 8:00:54 time: 0.2917 data_time: 0.0239 memory: 8198 grad_norm: 4.8268 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8138 loss: 1.8138 2022/08/02 20:26:03 - mmengine - INFO - Epoch(train) [41][1300/1879] lr: 1.0000e-02 eta: 1 day, 8:00:48 time: 0.2824 data_time: 0.0269 memory: 8198 grad_norm: 4.9485 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7187 loss: 1.7187 2022/08/02 20:26:09 - mmengine - INFO - Epoch(train) [41][1320/1879] lr: 1.0000e-02 eta: 1 day, 8:00:42 time: 0.2801 data_time: 0.0270 memory: 8198 grad_norm: 4.9908 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6640 loss: 1.6640 2022/08/02 20:26:15 - mmengine - INFO - Epoch(train) [41][1340/1879] lr: 1.0000e-02 eta: 1 day, 8:00:36 time: 0.2824 data_time: 0.0273 memory: 8198 grad_norm: 5.1253 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8445 loss: 1.8445 2022/08/02 20:26:21 - mmengine - INFO - Epoch(train) [41][1360/1879] lr: 1.0000e-02 eta: 1 day, 8:00:31 time: 0.2935 data_time: 0.0243 memory: 8198 grad_norm: 5.0662 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.7228 loss: 1.7228 2022/08/02 20:26:26 - mmengine - INFO - Epoch(train) [41][1380/1879] lr: 1.0000e-02 eta: 1 day, 8:00:25 time: 0.2789 data_time: 0.0254 memory: 8198 grad_norm: 4.9355 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7447 loss: 1.7447 2022/08/02 20:26:32 - mmengine - INFO - Epoch(train) [41][1400/1879] lr: 1.0000e-02 eta: 1 day, 8:00:19 time: 0.2838 data_time: 0.0263 memory: 8198 grad_norm: 4.9413 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8198 loss: 1.8198 2022/08/02 20:26:38 - mmengine - INFO - Epoch(train) [41][1420/1879] lr: 1.0000e-02 eta: 1 day, 8:00:14 time: 0.2892 data_time: 0.0240 memory: 8198 grad_norm: 5.0444 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7068 loss: 1.7068 2022/08/02 20:26:43 - mmengine - INFO - Epoch(train) [41][1440/1879] lr: 1.0000e-02 eta: 1 day, 8:00:08 time: 0.2822 data_time: 0.0255 memory: 8198 grad_norm: 5.0698 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.5637 loss: 1.5637 2022/08/02 20:26:49 - mmengine - INFO - Epoch(train) [41][1460/1879] lr: 1.0000e-02 eta: 1 day, 8:00:02 time: 0.2838 data_time: 0.0247 memory: 8198 grad_norm: 4.9560 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7880 loss: 1.7880 2022/08/02 20:26:55 - mmengine - INFO - Epoch(train) [41][1480/1879] lr: 1.0000e-02 eta: 1 day, 7:59:57 time: 0.2845 data_time: 0.0224 memory: 8198 grad_norm: 5.1581 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8651 loss: 1.8651 2022/08/02 20:27:00 - mmengine - INFO - Epoch(train) [41][1500/1879] lr: 1.0000e-02 eta: 1 day, 7:59:51 time: 0.2831 data_time: 0.0232 memory: 8198 grad_norm: 5.0420 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6960 loss: 1.6960 2022/08/02 20:27:06 - mmengine - INFO - Epoch(train) [41][1520/1879] lr: 1.0000e-02 eta: 1 day, 7:59:45 time: 0.2812 data_time: 0.0225 memory: 8198 grad_norm: 5.1089 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0280 loss: 2.0280 2022/08/02 20:27:12 - mmengine - INFO - Epoch(train) [41][1540/1879] lr: 1.0000e-02 eta: 1 day, 7:59:38 time: 0.2805 data_time: 0.0234 memory: 8198 grad_norm: 4.8762 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7850 loss: 1.7850 2022/08/02 20:27:17 - mmengine - INFO - Epoch(train) [41][1560/1879] lr: 1.0000e-02 eta: 1 day, 7:59:33 time: 0.2844 data_time: 0.0256 memory: 8198 grad_norm: 4.9918 top1_acc: 0.4375 top5_acc: 0.5000 loss_cls: 1.8485 loss: 1.8485 2022/08/02 20:27:23 - mmengine - INFO - Epoch(train) [41][1580/1879] lr: 1.0000e-02 eta: 1 day, 7:59:27 time: 0.2858 data_time: 0.0202 memory: 8198 grad_norm: 5.1205 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8743 loss: 1.8743 2022/08/02 20:27:29 - mmengine - INFO - Epoch(train) [41][1600/1879] lr: 1.0000e-02 eta: 1 day, 7:59:21 time: 0.2853 data_time: 0.0197 memory: 8198 grad_norm: 5.0293 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6490 loss: 1.6490 2022/08/02 20:27:35 - mmengine - INFO - Epoch(train) [41][1620/1879] lr: 1.0000e-02 eta: 1 day, 7:59:17 time: 0.2988 data_time: 0.0340 memory: 8198 grad_norm: 5.1101 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7752 loss: 1.7752 2022/08/02 20:27:40 - mmengine - INFO - Epoch(train) [41][1640/1879] lr: 1.0000e-02 eta: 1 day, 7:59:11 time: 0.2815 data_time: 0.0188 memory: 8198 grad_norm: 4.9198 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8386 loss: 1.8386 2022/08/02 20:27:46 - mmengine - INFO - Epoch(train) [41][1660/1879] lr: 1.0000e-02 eta: 1 day, 7:59:05 time: 0.2769 data_time: 0.0199 memory: 8198 grad_norm: 5.0616 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8706 loss: 1.8706 2022/08/02 20:27:52 - mmengine - INFO - Epoch(train) [41][1680/1879] lr: 1.0000e-02 eta: 1 day, 7:58:59 time: 0.2858 data_time: 0.0229 memory: 8198 grad_norm: 5.1133 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7260 loss: 1.7260 2022/08/02 20:27:57 - mmengine - INFO - Epoch(train) [41][1700/1879] lr: 1.0000e-02 eta: 1 day, 7:58:53 time: 0.2841 data_time: 0.0232 memory: 8198 grad_norm: 5.0286 top1_acc: 0.3750 top5_acc: 0.8125 loss_cls: 1.7620 loss: 1.7620 2022/08/02 20:28:03 - mmengine - INFO - Epoch(train) [41][1720/1879] lr: 1.0000e-02 eta: 1 day, 7:58:47 time: 0.2790 data_time: 0.0229 memory: 8198 grad_norm: 5.1255 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.7781 loss: 1.7781 2022/08/02 20:28:09 - mmengine - INFO - Epoch(train) [41][1740/1879] lr: 1.0000e-02 eta: 1 day, 7:58:41 time: 0.2834 data_time: 0.0225 memory: 8198 grad_norm: 4.9373 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8149 loss: 1.8149 2022/08/02 20:28:14 - mmengine - INFO - Epoch(train) [41][1760/1879] lr: 1.0000e-02 eta: 1 day, 7:58:35 time: 0.2807 data_time: 0.0214 memory: 8198 grad_norm: 5.1697 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9265 loss: 1.9265 2022/08/02 20:28:20 - mmengine - INFO - Epoch(train) [41][1780/1879] lr: 1.0000e-02 eta: 1 day, 7:58:29 time: 0.2861 data_time: 0.0256 memory: 8198 grad_norm: 5.0379 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8869 loss: 1.8869 2022/08/02 20:28:26 - mmengine - INFO - Epoch(train) [41][1800/1879] lr: 1.0000e-02 eta: 1 day, 7:58:23 time: 0.2813 data_time: 0.0205 memory: 8198 grad_norm: 5.2039 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.8875 loss: 1.8875 2022/08/02 20:28:31 - mmengine - INFO - Epoch(train) [41][1820/1879] lr: 1.0000e-02 eta: 1 day, 7:58:18 time: 0.2856 data_time: 0.0232 memory: 8198 grad_norm: 4.9669 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.7100 loss: 1.7100 2022/08/02 20:28:37 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:28:37 - mmengine - INFO - Epoch(train) [41][1840/1879] lr: 1.0000e-02 eta: 1 day, 7:58:12 time: 0.2832 data_time: 0.0230 memory: 8198 grad_norm: 4.8713 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6916 loss: 1.6916 2022/08/02 20:28:43 - mmengine - INFO - Epoch(train) [41][1860/1879] lr: 1.0000e-02 eta: 1 day, 7:58:06 time: 0.2817 data_time: 0.0226 memory: 8198 grad_norm: 4.9454 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6809 loss: 1.6809 2022/08/02 20:28:47 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:28:47 - mmengine - INFO - Epoch(train) [41][1879/1879] lr: 1.0000e-02 eta: 1 day, 7:58:06 time: 0.2548 data_time: 0.0151 memory: 8198 grad_norm: 5.0512 top1_acc: 0.5714 top5_acc: 0.8571 loss_cls: 1.7804 loss: 1.7804 2022/08/02 20:28:56 - mmengine - INFO - Epoch(train) [42][20/1879] lr: 1.0000e-02 eta: 1 day, 7:57:40 time: 0.4113 data_time: 0.1288 memory: 8198 grad_norm: 4.9002 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7690 loss: 1.7690 2022/08/02 20:29:02 - mmengine - INFO - Epoch(train) [42][40/1879] lr: 1.0000e-02 eta: 1 day, 7:57:35 time: 0.2928 data_time: 0.0203 memory: 8198 grad_norm: 4.9380 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7306 loss: 1.7306 2022/08/02 20:29:07 - mmengine - INFO - Epoch(train) [42][60/1879] lr: 1.0000e-02 eta: 1 day, 7:57:29 time: 0.2877 data_time: 0.0198 memory: 8198 grad_norm: 4.9683 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9174 loss: 1.9174 2022/08/02 20:29:13 - mmengine - INFO - Epoch(train) [42][80/1879] lr: 1.0000e-02 eta: 1 day, 7:57:24 time: 0.2836 data_time: 0.0197 memory: 8198 grad_norm: 5.0073 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7839 loss: 1.7839 2022/08/02 20:29:19 - mmengine - INFO - Epoch(train) [42][100/1879] lr: 1.0000e-02 eta: 1 day, 7:57:18 time: 0.2885 data_time: 0.0216 memory: 8198 grad_norm: 5.0172 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8880 loss: 1.8880 2022/08/02 20:29:25 - mmengine - INFO - Epoch(train) [42][120/1879] lr: 1.0000e-02 eta: 1 day, 7:57:12 time: 0.2838 data_time: 0.0211 memory: 8198 grad_norm: 5.0443 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.7218 loss: 1.7218 2022/08/02 20:29:30 - mmengine - INFO - Epoch(train) [42][140/1879] lr: 1.0000e-02 eta: 1 day, 7:57:06 time: 0.2811 data_time: 0.0220 memory: 8198 grad_norm: 5.0814 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.8331 loss: 1.8331 2022/08/02 20:29:36 - mmengine - INFO - Epoch(train) [42][160/1879] lr: 1.0000e-02 eta: 1 day, 7:57:00 time: 0.2800 data_time: 0.0247 memory: 8198 grad_norm: 4.9853 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8163 loss: 1.8163 2022/08/02 20:29:42 - mmengine - INFO - Epoch(train) [42][180/1879] lr: 1.0000e-02 eta: 1 day, 7:56:55 time: 0.2900 data_time: 0.0256 memory: 8198 grad_norm: 5.0824 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8308 loss: 1.8308 2022/08/02 20:29:47 - mmengine - INFO - Epoch(train) [42][200/1879] lr: 1.0000e-02 eta: 1 day, 7:56:49 time: 0.2822 data_time: 0.0206 memory: 8198 grad_norm: 5.0068 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7352 loss: 1.7352 2022/08/02 20:29:53 - mmengine - INFO - Epoch(train) [42][220/1879] lr: 1.0000e-02 eta: 1 day, 7:56:43 time: 0.2839 data_time: 0.0210 memory: 8198 grad_norm: 4.9509 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.6928 loss: 1.6928 2022/08/02 20:29:59 - mmengine - INFO - Epoch(train) [42][240/1879] lr: 1.0000e-02 eta: 1 day, 7:56:38 time: 0.2852 data_time: 0.0245 memory: 8198 grad_norm: 5.2483 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9824 loss: 1.9824 2022/08/02 20:30:04 - mmengine - INFO - Epoch(train) [42][260/1879] lr: 1.0000e-02 eta: 1 day, 7:56:31 time: 0.2784 data_time: 0.0260 memory: 8198 grad_norm: 5.0595 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.9443 loss: 1.9443 2022/08/02 20:30:10 - mmengine - INFO - Epoch(train) [42][280/1879] lr: 1.0000e-02 eta: 1 day, 7:56:26 time: 0.2862 data_time: 0.0245 memory: 8198 grad_norm: 4.9886 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8026 loss: 1.8026 2022/08/02 20:30:16 - mmengine - INFO - Epoch(train) [42][300/1879] lr: 1.0000e-02 eta: 1 day, 7:56:20 time: 0.2822 data_time: 0.0265 memory: 8198 grad_norm: 4.9427 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.5698 loss: 1.5698 2022/08/02 20:30:21 - mmengine - INFO - Epoch(train) [42][320/1879] lr: 1.0000e-02 eta: 1 day, 7:56:15 time: 0.2914 data_time: 0.0226 memory: 8198 grad_norm: 5.0624 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6847 loss: 1.6847 2022/08/02 20:30:27 - mmengine - INFO - Epoch(train) [42][340/1879] lr: 1.0000e-02 eta: 1 day, 7:56:08 time: 0.2787 data_time: 0.0221 memory: 8198 grad_norm: 5.1705 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8564 loss: 1.8564 2022/08/02 20:30:33 - mmengine - INFO - Epoch(train) [42][360/1879] lr: 1.0000e-02 eta: 1 day, 7:56:03 time: 0.2850 data_time: 0.0208 memory: 8198 grad_norm: 5.1172 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8923 loss: 1.8923 2022/08/02 20:30:38 - mmengine - INFO - Epoch(train) [42][380/1879] lr: 1.0000e-02 eta: 1 day, 7:55:57 time: 0.2840 data_time: 0.0234 memory: 8198 grad_norm: 4.9494 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7022 loss: 1.7022 2022/08/02 20:30:44 - mmengine - INFO - Epoch(train) [42][400/1879] lr: 1.0000e-02 eta: 1 day, 7:55:51 time: 0.2879 data_time: 0.0322 memory: 8198 grad_norm: 5.0322 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6036 loss: 1.6036 2022/08/02 20:30:50 - mmengine - INFO - Epoch(train) [42][420/1879] lr: 1.0000e-02 eta: 1 day, 7:55:46 time: 0.2839 data_time: 0.0252 memory: 8198 grad_norm: 5.0028 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6765 loss: 1.6765 2022/08/02 20:30:55 - mmengine - INFO - Epoch(train) [42][440/1879] lr: 1.0000e-02 eta: 1 day, 7:55:40 time: 0.2808 data_time: 0.0231 memory: 8198 grad_norm: 5.1889 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7686 loss: 1.7686 2022/08/02 20:31:01 - mmengine - INFO - Epoch(train) [42][460/1879] lr: 1.0000e-02 eta: 1 day, 7:55:34 time: 0.2822 data_time: 0.0237 memory: 8198 grad_norm: 5.1052 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6884 loss: 1.6884 2022/08/02 20:31:07 - mmengine - INFO - Epoch(train) [42][480/1879] lr: 1.0000e-02 eta: 1 day, 7:55:28 time: 0.2818 data_time: 0.0231 memory: 8198 grad_norm: 4.9783 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8412 loss: 1.8412 2022/08/02 20:31:13 - mmengine - INFO - Epoch(train) [42][500/1879] lr: 1.0000e-02 eta: 1 day, 7:55:24 time: 0.3027 data_time: 0.0235 memory: 8198 grad_norm: 5.0781 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.9630 loss: 1.9630 2022/08/02 20:31:19 - mmengine - INFO - Epoch(train) [42][520/1879] lr: 1.0000e-02 eta: 1 day, 7:55:18 time: 0.2869 data_time: 0.0222 memory: 8198 grad_norm: 5.1708 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6740 loss: 1.6740 2022/08/02 20:31:24 - mmengine - INFO - Epoch(train) [42][540/1879] lr: 1.0000e-02 eta: 1 day, 7:55:12 time: 0.2806 data_time: 0.0240 memory: 8198 grad_norm: 5.2732 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.9676 loss: 1.9676 2022/08/02 20:31:30 - mmengine - INFO - Epoch(train) [42][560/1879] lr: 1.0000e-02 eta: 1 day, 7:55:07 time: 0.2859 data_time: 0.0196 memory: 8198 grad_norm: 5.1423 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8841 loss: 1.8841 2022/08/02 20:31:35 - mmengine - INFO - Epoch(train) [42][580/1879] lr: 1.0000e-02 eta: 1 day, 7:55:00 time: 0.2779 data_time: 0.0231 memory: 8198 grad_norm: 4.9313 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7075 loss: 1.7075 2022/08/02 20:31:41 - mmengine - INFO - Epoch(train) [42][600/1879] lr: 1.0000e-02 eta: 1 day, 7:54:54 time: 0.2797 data_time: 0.0204 memory: 8198 grad_norm: 5.0366 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7401 loss: 1.7401 2022/08/02 20:31:47 - mmengine - INFO - Epoch(train) [42][620/1879] lr: 1.0000e-02 eta: 1 day, 7:54:48 time: 0.2839 data_time: 0.0265 memory: 8198 grad_norm: 5.0486 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7004 loss: 1.7004 2022/08/02 20:31:53 - mmengine - INFO - Epoch(train) [42][640/1879] lr: 1.0000e-02 eta: 1 day, 7:54:43 time: 0.2879 data_time: 0.0201 memory: 8198 grad_norm: 5.0080 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6339 loss: 1.6339 2022/08/02 20:31:58 - mmengine - INFO - Epoch(train) [42][660/1879] lr: 1.0000e-02 eta: 1 day, 7:54:37 time: 0.2887 data_time: 0.0219 memory: 8198 grad_norm: 5.0569 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.6519 loss: 1.6519 2022/08/02 20:32:04 - mmengine - INFO - Epoch(train) [42][680/1879] lr: 1.0000e-02 eta: 1 day, 7:54:31 time: 0.2784 data_time: 0.0222 memory: 8198 grad_norm: 4.9556 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8997 loss: 1.8997 2022/08/02 20:32:10 - mmengine - INFO - Epoch(train) [42][700/1879] lr: 1.0000e-02 eta: 1 day, 7:54:26 time: 0.2870 data_time: 0.0244 memory: 8198 grad_norm: 4.9628 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.8179 loss: 1.8179 2022/08/02 20:32:15 - mmengine - INFO - Epoch(train) [42][720/1879] lr: 1.0000e-02 eta: 1 day, 7:54:19 time: 0.2808 data_time: 0.0252 memory: 8198 grad_norm: 4.9493 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.5592 loss: 1.5592 2022/08/02 20:32:21 - mmengine - INFO - Epoch(train) [42][740/1879] lr: 1.0000e-02 eta: 1 day, 7:54:13 time: 0.2800 data_time: 0.0223 memory: 8198 grad_norm: 5.0352 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7444 loss: 1.7444 2022/08/02 20:32:27 - mmengine - INFO - Epoch(train) [42][760/1879] lr: 1.0000e-02 eta: 1 day, 7:54:12 time: 0.3294 data_time: 0.0216 memory: 8198 grad_norm: 4.9646 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8571 loss: 1.8571 2022/08/02 20:32:33 - mmengine - INFO - Epoch(train) [42][780/1879] lr: 1.0000e-02 eta: 1 day, 7:54:07 time: 0.2938 data_time: 0.0218 memory: 8198 grad_norm: 4.7926 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8776 loss: 1.8776 2022/08/02 20:32:39 - mmengine - INFO - Epoch(train) [42][800/1879] lr: 1.0000e-02 eta: 1 day, 7:54:01 time: 0.2814 data_time: 0.0216 memory: 8198 grad_norm: 4.8712 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.7631 loss: 1.7631 2022/08/02 20:32:45 - mmengine - INFO - Epoch(train) [42][820/1879] lr: 1.0000e-02 eta: 1 day, 7:53:55 time: 0.2823 data_time: 0.0238 memory: 8198 grad_norm: 5.0341 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8470 loss: 1.8470 2022/08/02 20:32:51 - mmengine - INFO - Epoch(train) [42][840/1879] lr: 1.0000e-02 eta: 1 day, 7:53:51 time: 0.3011 data_time: 0.0277 memory: 8198 grad_norm: 4.9107 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8026 loss: 1.8026 2022/08/02 20:32:56 - mmengine - INFO - Epoch(train) [42][860/1879] lr: 1.0000e-02 eta: 1 day, 7:53:45 time: 0.2815 data_time: 0.0211 memory: 8198 grad_norm: 4.9855 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6202 loss: 1.6202 2022/08/02 20:33:02 - mmengine - INFO - Epoch(train) [42][880/1879] lr: 1.0000e-02 eta: 1 day, 7:53:42 time: 0.3044 data_time: 0.0279 memory: 8198 grad_norm: 5.0574 top1_acc: 0.3750 top5_acc: 0.5625 loss_cls: 1.7373 loss: 1.7373 2022/08/02 20:33:08 - mmengine - INFO - Epoch(train) [42][900/1879] lr: 1.0000e-02 eta: 1 day, 7:53:36 time: 0.2806 data_time: 0.0232 memory: 8198 grad_norm: 4.9867 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8842 loss: 1.8842 2022/08/02 20:33:14 - mmengine - INFO - Epoch(train) [42][920/1879] lr: 1.0000e-02 eta: 1 day, 7:53:29 time: 0.2806 data_time: 0.0200 memory: 8198 grad_norm: 4.9470 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6369 loss: 1.6369 2022/08/02 20:33:19 - mmengine - INFO - Epoch(train) [42][940/1879] lr: 1.0000e-02 eta: 1 day, 7:53:24 time: 0.2875 data_time: 0.0206 memory: 8198 grad_norm: 5.1474 top1_acc: 0.3125 top5_acc: 0.6250 loss_cls: 1.6507 loss: 1.6507 2022/08/02 20:33:25 - mmengine - INFO - Epoch(train) [42][960/1879] lr: 1.0000e-02 eta: 1 day, 7:53:18 time: 0.2813 data_time: 0.0194 memory: 8198 grad_norm: 5.1398 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.9514 loss: 1.9514 2022/08/02 20:33:25 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:33:31 - mmengine - INFO - Epoch(train) [42][980/1879] lr: 1.0000e-02 eta: 1 day, 7:53:14 time: 0.3003 data_time: 0.0191 memory: 8198 grad_norm: 4.8341 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7118 loss: 1.7118 2022/08/02 20:33:38 - mmengine - INFO - Epoch(train) [42][1000/1879] lr: 1.0000e-02 eta: 1 day, 7:53:14 time: 0.3464 data_time: 0.0221 memory: 8198 grad_norm: 4.8461 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6598 loss: 1.6598 2022/08/02 20:33:44 - mmengine - INFO - Epoch(train) [42][1020/1879] lr: 1.0000e-02 eta: 1 day, 7:53:08 time: 0.2797 data_time: 0.0221 memory: 8198 grad_norm: 5.0782 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7636 loss: 1.7636 2022/08/02 20:33:50 - mmengine - INFO - Epoch(train) [42][1040/1879] lr: 1.0000e-02 eta: 1 day, 7:53:05 time: 0.3050 data_time: 0.0226 memory: 8198 grad_norm: 5.0615 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6952 loss: 1.6952 2022/08/02 20:33:55 - mmengine - INFO - Epoch(train) [42][1060/1879] lr: 1.0000e-02 eta: 1 day, 7:52:58 time: 0.2767 data_time: 0.0200 memory: 8198 grad_norm: 5.0994 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7884 loss: 1.7884 2022/08/02 20:34:01 - mmengine - INFO - Epoch(train) [42][1080/1879] lr: 1.0000e-02 eta: 1 day, 7:52:53 time: 0.2866 data_time: 0.0283 memory: 8198 grad_norm: 5.0679 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7216 loss: 1.7216 2022/08/02 20:34:07 - mmengine - INFO - Epoch(train) [42][1100/1879] lr: 1.0000e-02 eta: 1 day, 7:52:47 time: 0.2848 data_time: 0.0242 memory: 8198 grad_norm: 5.0233 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.8199 loss: 1.8199 2022/08/02 20:34:12 - mmengine - INFO - Epoch(train) [42][1120/1879] lr: 1.0000e-02 eta: 1 day, 7:52:41 time: 0.2837 data_time: 0.0226 memory: 8198 grad_norm: 5.0887 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.8516 loss: 1.8516 2022/08/02 20:34:18 - mmengine - INFO - Epoch(train) [42][1140/1879] lr: 1.0000e-02 eta: 1 day, 7:52:35 time: 0.2827 data_time: 0.0246 memory: 8198 grad_norm: 5.0157 top1_acc: 0.8750 top5_acc: 0.9375 loss_cls: 1.7257 loss: 1.7257 2022/08/02 20:34:24 - mmengine - INFO - Epoch(train) [42][1160/1879] lr: 1.0000e-02 eta: 1 day, 7:52:30 time: 0.2919 data_time: 0.0251 memory: 8198 grad_norm: 5.0488 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6998 loss: 1.6998 2022/08/02 20:34:29 - mmengine - INFO - Epoch(train) [42][1180/1879] lr: 1.0000e-02 eta: 1 day, 7:52:24 time: 0.2784 data_time: 0.0195 memory: 8198 grad_norm: 4.9748 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6734 loss: 1.6734 2022/08/02 20:34:35 - mmengine - INFO - Epoch(train) [42][1200/1879] lr: 1.0000e-02 eta: 1 day, 7:52:18 time: 0.2802 data_time: 0.0210 memory: 8198 grad_norm: 5.0433 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5029 loss: 1.5029 2022/08/02 20:34:41 - mmengine - INFO - Epoch(train) [42][1220/1879] lr: 1.0000e-02 eta: 1 day, 7:52:12 time: 0.2847 data_time: 0.0228 memory: 8198 grad_norm: 5.0528 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9368 loss: 1.9368 2022/08/02 20:34:46 - mmengine - INFO - Epoch(train) [42][1240/1879] lr: 1.0000e-02 eta: 1 day, 7:52:06 time: 0.2824 data_time: 0.0199 memory: 8198 grad_norm: 5.0866 top1_acc: 0.2500 top5_acc: 0.6875 loss_cls: 1.8547 loss: 1.8547 2022/08/02 20:34:52 - mmengine - INFO - Epoch(train) [42][1260/1879] lr: 1.0000e-02 eta: 1 day, 7:52:00 time: 0.2812 data_time: 0.0271 memory: 8198 grad_norm: 5.0427 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.9050 loss: 1.9050 2022/08/02 20:34:58 - mmengine - INFO - Epoch(train) [42][1280/1879] lr: 1.0000e-02 eta: 1 day, 7:51:54 time: 0.2804 data_time: 0.0210 memory: 8198 grad_norm: 5.0014 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7609 loss: 1.7609 2022/08/02 20:35:03 - mmengine - INFO - Epoch(train) [42][1300/1879] lr: 1.0000e-02 eta: 1 day, 7:51:48 time: 0.2885 data_time: 0.0250 memory: 8198 grad_norm: 4.8594 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.6663 loss: 1.6663 2022/08/02 20:35:09 - mmengine - INFO - Epoch(train) [42][1320/1879] lr: 1.0000e-02 eta: 1 day, 7:51:42 time: 0.2794 data_time: 0.0181 memory: 8198 grad_norm: 5.0066 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8889 loss: 1.8889 2022/08/02 20:35:15 - mmengine - INFO - Epoch(train) [42][1340/1879] lr: 1.0000e-02 eta: 1 day, 7:51:36 time: 0.2853 data_time: 0.0219 memory: 8198 grad_norm: 4.9560 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8286 loss: 1.8286 2022/08/02 20:35:20 - mmengine - INFO - Epoch(train) [42][1360/1879] lr: 1.0000e-02 eta: 1 day, 7:51:31 time: 0.2866 data_time: 0.0240 memory: 8198 grad_norm: 4.8383 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.5836 loss: 1.5836 2022/08/02 20:35:26 - mmengine - INFO - Epoch(train) [42][1380/1879] lr: 1.0000e-02 eta: 1 day, 7:51:26 time: 0.2889 data_time: 0.0203 memory: 8198 grad_norm: 4.9705 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.9056 loss: 1.9056 2022/08/02 20:35:32 - mmengine - INFO - Epoch(train) [42][1400/1879] lr: 1.0000e-02 eta: 1 day, 7:51:20 time: 0.2808 data_time: 0.0227 memory: 8198 grad_norm: 4.8748 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8196 loss: 1.8196 2022/08/02 20:35:37 - mmengine - INFO - Epoch(train) [42][1420/1879] lr: 1.0000e-02 eta: 1 day, 7:51:13 time: 0.2791 data_time: 0.0245 memory: 8198 grad_norm: 5.0685 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.6993 loss: 1.6993 2022/08/02 20:35:43 - mmengine - INFO - Epoch(train) [42][1440/1879] lr: 1.0000e-02 eta: 1 day, 7:51:08 time: 0.2866 data_time: 0.0243 memory: 8198 grad_norm: 4.9080 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6972 loss: 1.6972 2022/08/02 20:35:49 - mmengine - INFO - Epoch(train) [42][1460/1879] lr: 1.0000e-02 eta: 1 day, 7:51:02 time: 0.2804 data_time: 0.0257 memory: 8198 grad_norm: 5.0536 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7502 loss: 1.7502 2022/08/02 20:35:55 - mmengine - INFO - Epoch(train) [42][1480/1879] lr: 1.0000e-02 eta: 1 day, 7:50:56 time: 0.2840 data_time: 0.0220 memory: 8198 grad_norm: 5.0126 top1_acc: 0.2500 top5_acc: 0.5625 loss_cls: 2.0060 loss: 2.0060 2022/08/02 20:36:00 - mmengine - INFO - Epoch(train) [42][1500/1879] lr: 1.0000e-02 eta: 1 day, 7:50:50 time: 0.2837 data_time: 0.0243 memory: 8198 grad_norm: 4.8398 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7641 loss: 1.7641 2022/08/02 20:36:06 - mmengine - INFO - Epoch(train) [42][1520/1879] lr: 1.0000e-02 eta: 1 day, 7:50:44 time: 0.2809 data_time: 0.0213 memory: 8198 grad_norm: 4.9778 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8123 loss: 1.8123 2022/08/02 20:36:11 - mmengine - INFO - Epoch(train) [42][1540/1879] lr: 1.0000e-02 eta: 1 day, 7:50:38 time: 0.2819 data_time: 0.0250 memory: 8198 grad_norm: 4.9067 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7836 loss: 1.7836 2022/08/02 20:36:17 - mmengine - INFO - Epoch(train) [42][1560/1879] lr: 1.0000e-02 eta: 1 day, 7:50:32 time: 0.2836 data_time: 0.0253 memory: 8198 grad_norm: 5.0812 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8398 loss: 1.8398 2022/08/02 20:36:23 - mmengine - INFO - Epoch(train) [42][1580/1879] lr: 1.0000e-02 eta: 1 day, 7:50:27 time: 0.2877 data_time: 0.0230 memory: 8198 grad_norm: 5.0689 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7228 loss: 1.7228 2022/08/02 20:36:29 - mmengine - INFO - Epoch(train) [42][1600/1879] lr: 1.0000e-02 eta: 1 day, 7:50:21 time: 0.2842 data_time: 0.0269 memory: 8198 grad_norm: 4.9654 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7645 loss: 1.7645 2022/08/02 20:36:34 - mmengine - INFO - Epoch(train) [42][1620/1879] lr: 1.0000e-02 eta: 1 day, 7:50:15 time: 0.2816 data_time: 0.0241 memory: 8198 grad_norm: 4.9726 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7766 loss: 1.7766 2022/08/02 20:36:40 - mmengine - INFO - Epoch(train) [42][1640/1879] lr: 1.0000e-02 eta: 1 day, 7:50:09 time: 0.2873 data_time: 0.0202 memory: 8198 grad_norm: 4.9809 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8187 loss: 1.8187 2022/08/02 20:36:46 - mmengine - INFO - Epoch(train) [42][1660/1879] lr: 1.0000e-02 eta: 1 day, 7:50:04 time: 0.2870 data_time: 0.0244 memory: 8198 grad_norm: 5.0068 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6725 loss: 1.6725 2022/08/02 20:36:51 - mmengine - INFO - Epoch(train) [42][1680/1879] lr: 1.0000e-02 eta: 1 day, 7:49:58 time: 0.2807 data_time: 0.0189 memory: 8198 grad_norm: 4.8484 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.6526 loss: 1.6526 2022/08/02 20:36:57 - mmengine - INFO - Epoch(train) [42][1700/1879] lr: 1.0000e-02 eta: 1 day, 7:49:52 time: 0.2834 data_time: 0.0245 memory: 8198 grad_norm: 5.0213 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6551 loss: 1.6551 2022/08/02 20:37:03 - mmengine - INFO - Epoch(train) [42][1720/1879] lr: 1.0000e-02 eta: 1 day, 7:49:48 time: 0.3021 data_time: 0.0215 memory: 8198 grad_norm: 5.0534 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.9929 loss: 1.9929 2022/08/02 20:37:09 - mmengine - INFO - Epoch(train) [42][1740/1879] lr: 1.0000e-02 eta: 1 day, 7:49:43 time: 0.2896 data_time: 0.0298 memory: 8198 grad_norm: 5.0810 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7168 loss: 1.7168 2022/08/02 20:37:14 - mmengine - INFO - Epoch(train) [42][1760/1879] lr: 1.0000e-02 eta: 1 day, 7:49:36 time: 0.2783 data_time: 0.0198 memory: 8198 grad_norm: 5.1768 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.9030 loss: 1.9030 2022/08/02 20:37:20 - mmengine - INFO - Epoch(train) [42][1780/1879] lr: 1.0000e-02 eta: 1 day, 7:49:31 time: 0.2905 data_time: 0.0213 memory: 8198 grad_norm: 4.9536 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7502 loss: 1.7502 2022/08/02 20:37:26 - mmengine - INFO - Epoch(train) [42][1800/1879] lr: 1.0000e-02 eta: 1 day, 7:49:25 time: 0.2811 data_time: 0.0245 memory: 8198 grad_norm: 4.9798 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9275 loss: 1.9275 2022/08/02 20:37:32 - mmengine - INFO - Epoch(train) [42][1820/1879] lr: 1.0000e-02 eta: 1 day, 7:49:20 time: 0.2857 data_time: 0.0229 memory: 8198 grad_norm: 4.9566 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7109 loss: 1.7109 2022/08/02 20:37:37 - mmengine - INFO - Epoch(train) [42][1840/1879] lr: 1.0000e-02 eta: 1 day, 7:49:14 time: 0.2805 data_time: 0.0221 memory: 8198 grad_norm: 4.9704 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6073 loss: 1.6073 2022/08/02 20:37:43 - mmengine - INFO - Epoch(train) [42][1860/1879] lr: 1.0000e-02 eta: 1 day, 7:49:08 time: 0.2824 data_time: 0.0199 memory: 8198 grad_norm: 4.9674 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7005 loss: 1.7005 2022/08/02 20:37:48 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:37:48 - mmengine - INFO - Epoch(train) [42][1879/1879] lr: 1.0000e-02 eta: 1 day, 7:49:08 time: 0.2535 data_time: 0.0123 memory: 8198 grad_norm: 5.1159 top1_acc: 0.8571 top5_acc: 0.8571 loss_cls: 1.8578 loss: 1.8578 2022/08/02 20:37:56 - mmengine - INFO - Epoch(train) [43][20/1879] lr: 1.0000e-02 eta: 1 day, 7:48:40 time: 0.3985 data_time: 0.1152 memory: 8198 grad_norm: 5.0528 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6861 loss: 1.6861 2022/08/02 20:38:02 - mmengine - INFO - Epoch(train) [43][40/1879] lr: 1.0000e-02 eta: 1 day, 7:48:36 time: 0.3002 data_time: 0.0230 memory: 8198 grad_norm: 5.0211 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8859 loss: 1.8859 2022/08/02 20:38:08 - mmengine - INFO - Epoch(train) [43][60/1879] lr: 1.0000e-02 eta: 1 day, 7:48:31 time: 0.2907 data_time: 0.0241 memory: 8198 grad_norm: 5.0034 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7329 loss: 1.7329 2022/08/02 20:38:13 - mmengine - INFO - Epoch(train) [43][80/1879] lr: 1.0000e-02 eta: 1 day, 7:48:26 time: 0.2879 data_time: 0.0216 memory: 8198 grad_norm: 5.0432 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8785 loss: 1.8785 2022/08/02 20:38:14 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:38:19 - mmengine - INFO - Epoch(train) [43][100/1879] lr: 1.0000e-02 eta: 1 day, 7:48:20 time: 0.2862 data_time: 0.0242 memory: 8198 grad_norm: 4.8617 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8685 loss: 1.8685 2022/08/02 20:38:25 - mmengine - INFO - Epoch(train) [43][120/1879] lr: 1.0000e-02 eta: 1 day, 7:48:14 time: 0.2814 data_time: 0.0231 memory: 8198 grad_norm: 4.9406 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7064 loss: 1.7064 2022/08/02 20:38:30 - mmengine - INFO - Epoch(train) [43][140/1879] lr: 1.0000e-02 eta: 1 day, 7:48:09 time: 0.2869 data_time: 0.0243 memory: 8198 grad_norm: 5.0263 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6276 loss: 1.6276 2022/08/02 20:38:36 - mmengine - INFO - Epoch(train) [43][160/1879] lr: 1.0000e-02 eta: 1 day, 7:48:03 time: 0.2799 data_time: 0.0223 memory: 8198 grad_norm: 5.0431 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6848 loss: 1.6848 2022/08/02 20:38:42 - mmengine - INFO - Epoch(train) [43][180/1879] lr: 1.0000e-02 eta: 1 day, 7:47:59 time: 0.3022 data_time: 0.0211 memory: 8198 grad_norm: 5.0989 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.7923 loss: 1.7923 2022/08/02 20:38:48 - mmengine - INFO - Epoch(train) [43][200/1879] lr: 1.0000e-02 eta: 1 day, 7:47:53 time: 0.2814 data_time: 0.0257 memory: 8198 grad_norm: 5.0221 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7758 loss: 1.7758 2022/08/02 20:38:54 - mmengine - INFO - Epoch(train) [43][220/1879] lr: 1.0000e-02 eta: 1 day, 7:47:47 time: 0.2860 data_time: 0.0313 memory: 8198 grad_norm: 4.8961 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7573 loss: 1.7573 2022/08/02 20:38:59 - mmengine - INFO - Epoch(train) [43][240/1879] lr: 1.0000e-02 eta: 1 day, 7:47:41 time: 0.2841 data_time: 0.0222 memory: 8198 grad_norm: 5.0798 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8970 loss: 1.8970 2022/08/02 20:39:05 - mmengine - INFO - Epoch(train) [43][260/1879] lr: 1.0000e-02 eta: 1 day, 7:47:35 time: 0.2774 data_time: 0.0183 memory: 8198 grad_norm: 4.9915 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7878 loss: 1.7878 2022/08/02 20:39:10 - mmengine - INFO - Epoch(train) [43][280/1879] lr: 1.0000e-02 eta: 1 day, 7:47:29 time: 0.2840 data_time: 0.0239 memory: 8198 grad_norm: 5.0365 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5949 loss: 1.5949 2022/08/02 20:39:16 - mmengine - INFO - Epoch(train) [43][300/1879] lr: 1.0000e-02 eta: 1 day, 7:47:23 time: 0.2821 data_time: 0.0240 memory: 8198 grad_norm: 5.0033 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.6233 loss: 1.6233 2022/08/02 20:39:22 - mmengine - INFO - Epoch(train) [43][320/1879] lr: 1.0000e-02 eta: 1 day, 7:47:18 time: 0.2953 data_time: 0.0228 memory: 8198 grad_norm: 4.9280 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.6970 loss: 1.6970 2022/08/02 20:39:28 - mmengine - INFO - Epoch(train) [43][340/1879] lr: 1.0000e-02 eta: 1 day, 7:47:13 time: 0.2845 data_time: 0.0227 memory: 8198 grad_norm: 4.9852 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7098 loss: 1.7098 2022/08/02 20:39:33 - mmengine - INFO - Epoch(train) [43][360/1879] lr: 1.0000e-02 eta: 1 day, 7:47:07 time: 0.2876 data_time: 0.0278 memory: 8198 grad_norm: 5.0199 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 2.0433 loss: 2.0433 2022/08/02 20:39:39 - mmengine - INFO - Epoch(train) [43][380/1879] lr: 1.0000e-02 eta: 1 day, 7:47:01 time: 0.2823 data_time: 0.0238 memory: 8198 grad_norm: 5.1337 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9745 loss: 1.9745 2022/08/02 20:39:45 - mmengine - INFO - Epoch(train) [43][400/1879] lr: 1.0000e-02 eta: 1 day, 7:46:56 time: 0.2844 data_time: 0.0333 memory: 8198 grad_norm: 5.1226 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7031 loss: 1.7031 2022/08/02 20:39:51 - mmengine - INFO - Epoch(train) [43][420/1879] lr: 1.0000e-02 eta: 1 day, 7:46:50 time: 0.2895 data_time: 0.0257 memory: 8198 grad_norm: 5.1680 top1_acc: 0.3125 top5_acc: 0.5625 loss_cls: 1.8710 loss: 1.8710 2022/08/02 20:39:56 - mmengine - INFO - Epoch(train) [43][440/1879] lr: 1.0000e-02 eta: 1 day, 7:46:44 time: 0.2826 data_time: 0.0246 memory: 8198 grad_norm: 4.9174 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8668 loss: 1.8668 2022/08/02 20:40:02 - mmengine - INFO - Epoch(train) [43][460/1879] lr: 1.0000e-02 eta: 1 day, 7:46:39 time: 0.2865 data_time: 0.0264 memory: 8198 grad_norm: 5.0541 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6829 loss: 1.6829 2022/08/02 20:40:08 - mmengine - INFO - Epoch(train) [43][480/1879] lr: 1.0000e-02 eta: 1 day, 7:46:33 time: 0.2824 data_time: 0.0214 memory: 8198 grad_norm: 5.0280 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9924 loss: 1.9924 2022/08/02 20:40:13 - mmengine - INFO - Epoch(train) [43][500/1879] lr: 1.0000e-02 eta: 1 day, 7:46:27 time: 0.2802 data_time: 0.0233 memory: 8198 grad_norm: 5.0575 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7261 loss: 1.7261 2022/08/02 20:40:19 - mmengine - INFO - Epoch(train) [43][520/1879] lr: 1.0000e-02 eta: 1 day, 7:46:21 time: 0.2818 data_time: 0.0235 memory: 8198 grad_norm: 4.9770 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7035 loss: 1.7035 2022/08/02 20:40:25 - mmengine - INFO - Epoch(train) [43][540/1879] lr: 1.0000e-02 eta: 1 day, 7:46:15 time: 0.2846 data_time: 0.0255 memory: 8198 grad_norm: 5.0491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8247 loss: 1.8247 2022/08/02 20:40:30 - mmengine - INFO - Epoch(train) [43][560/1879] lr: 1.0000e-02 eta: 1 day, 7:46:10 time: 0.2865 data_time: 0.0220 memory: 8198 grad_norm: 5.1220 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7501 loss: 1.7501 2022/08/02 20:40:36 - mmengine - INFO - Epoch(train) [43][580/1879] lr: 1.0000e-02 eta: 1 day, 7:46:03 time: 0.2802 data_time: 0.0201 memory: 8198 grad_norm: 5.1115 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9750 loss: 1.9750 2022/08/02 20:40:42 - mmengine - INFO - Epoch(train) [43][600/1879] lr: 1.0000e-02 eta: 1 day, 7:45:59 time: 0.2960 data_time: 0.0284 memory: 8198 grad_norm: 5.0453 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7568 loss: 1.7568 2022/08/02 20:40:48 - mmengine - INFO - Epoch(train) [43][620/1879] lr: 1.0000e-02 eta: 1 day, 7:45:53 time: 0.2821 data_time: 0.0249 memory: 8198 grad_norm: 4.8776 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6366 loss: 1.6366 2022/08/02 20:40:53 - mmengine - INFO - Epoch(train) [43][640/1879] lr: 1.0000e-02 eta: 1 day, 7:45:47 time: 0.2849 data_time: 0.0244 memory: 8198 grad_norm: 4.8771 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7018 loss: 1.7018 2022/08/02 20:40:59 - mmengine - INFO - Epoch(train) [43][660/1879] lr: 1.0000e-02 eta: 1 day, 7:45:42 time: 0.2935 data_time: 0.0242 memory: 8198 grad_norm: 5.0842 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.7822 loss: 1.7822 2022/08/02 20:41:05 - mmengine - INFO - Epoch(train) [43][680/1879] lr: 1.0000e-02 eta: 1 day, 7:45:36 time: 0.2822 data_time: 0.0277 memory: 8198 grad_norm: 5.0274 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.9274 loss: 1.9274 2022/08/02 20:41:10 - mmengine - INFO - Epoch(train) [43][700/1879] lr: 1.0000e-02 eta: 1 day, 7:45:30 time: 0.2785 data_time: 0.0264 memory: 8198 grad_norm: 4.9452 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7743 loss: 1.7743 2022/08/02 20:41:16 - mmengine - INFO - Epoch(train) [43][720/1879] lr: 1.0000e-02 eta: 1 day, 7:45:25 time: 0.2963 data_time: 0.0220 memory: 8198 grad_norm: 4.9515 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.5321 loss: 1.5321 2022/08/02 20:41:22 - mmengine - INFO - Epoch(train) [43][740/1879] lr: 1.0000e-02 eta: 1 day, 7:45:20 time: 0.2853 data_time: 0.0235 memory: 8198 grad_norm: 5.0909 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8123 loss: 1.8123 2022/08/02 20:41:28 - mmengine - INFO - Epoch(train) [43][760/1879] lr: 1.0000e-02 eta: 1 day, 7:45:14 time: 0.2788 data_time: 0.0173 memory: 8198 grad_norm: 5.0587 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9008 loss: 1.9008 2022/08/02 20:41:33 - mmengine - INFO - Epoch(train) [43][780/1879] lr: 1.0000e-02 eta: 1 day, 7:45:08 time: 0.2845 data_time: 0.0272 memory: 8198 grad_norm: 4.9138 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.6487 loss: 1.6487 2022/08/02 20:41:39 - mmengine - INFO - Epoch(train) [43][800/1879] lr: 1.0000e-02 eta: 1 day, 7:45:02 time: 0.2812 data_time: 0.0188 memory: 8198 grad_norm: 5.0262 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7537 loss: 1.7537 2022/08/02 20:41:45 - mmengine - INFO - Epoch(train) [43][820/1879] lr: 1.0000e-02 eta: 1 day, 7:44:56 time: 0.2825 data_time: 0.0246 memory: 8198 grad_norm: 5.0216 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9703 loss: 1.9703 2022/08/02 20:41:50 - mmengine - INFO - Epoch(train) [43][840/1879] lr: 1.0000e-02 eta: 1 day, 7:44:50 time: 0.2828 data_time: 0.0193 memory: 8198 grad_norm: 5.0431 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.4855 loss: 1.4855 2022/08/02 20:41:56 - mmengine - INFO - Epoch(train) [43][860/1879] lr: 1.0000e-02 eta: 1 day, 7:44:44 time: 0.2828 data_time: 0.0255 memory: 8198 grad_norm: 5.1534 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.9983 loss: 1.9983 2022/08/02 20:42:02 - mmengine - INFO - Epoch(train) [43][880/1879] lr: 1.0000e-02 eta: 1 day, 7:44:38 time: 0.2820 data_time: 0.0242 memory: 8198 grad_norm: 5.1434 top1_acc: 0.5625 top5_acc: 1.0000 loss_cls: 1.8773 loss: 1.8773 2022/08/02 20:42:07 - mmengine - INFO - Epoch(train) [43][900/1879] lr: 1.0000e-02 eta: 1 day, 7:44:32 time: 0.2801 data_time: 0.0217 memory: 8198 grad_norm: 4.9220 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8015 loss: 1.8015 2022/08/02 20:42:13 - mmengine - INFO - Epoch(train) [43][920/1879] lr: 1.0000e-02 eta: 1 day, 7:44:27 time: 0.2957 data_time: 0.0266 memory: 8198 grad_norm: 5.1385 top1_acc: 0.4375 top5_acc: 0.6250 loss_cls: 1.6702 loss: 1.6702 2022/08/02 20:42:19 - mmengine - INFO - Epoch(train) [43][940/1879] lr: 1.0000e-02 eta: 1 day, 7:44:21 time: 0.2799 data_time: 0.0236 memory: 8198 grad_norm: 5.1418 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.9476 loss: 1.9476 2022/08/02 20:42:24 - mmengine - INFO - Epoch(train) [43][960/1879] lr: 1.0000e-02 eta: 1 day, 7:44:15 time: 0.2798 data_time: 0.0171 memory: 8198 grad_norm: 5.1074 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8484 loss: 1.8484 2022/08/02 20:42:30 - mmengine - INFO - Epoch(train) [43][980/1879] lr: 1.0000e-02 eta: 1 day, 7:44:10 time: 0.2898 data_time: 0.0265 memory: 8198 grad_norm: 4.9088 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7242 loss: 1.7242 2022/08/02 20:42:36 - mmengine - INFO - Epoch(train) [43][1000/1879] lr: 1.0000e-02 eta: 1 day, 7:44:04 time: 0.2818 data_time: 0.0240 memory: 8198 grad_norm: 4.9891 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 1.6668 loss: 1.6668 2022/08/02 20:42:41 - mmengine - INFO - Epoch(train) [43][1020/1879] lr: 1.0000e-02 eta: 1 day, 7:43:57 time: 0.2795 data_time: 0.0213 memory: 8198 grad_norm: 4.9851 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7973 loss: 1.7973 2022/08/02 20:42:47 - mmengine - INFO - Epoch(train) [43][1040/1879] lr: 1.0000e-02 eta: 1 day, 7:43:51 time: 0.2811 data_time: 0.0207 memory: 8198 grad_norm: 5.1313 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.7147 loss: 1.7147 2022/08/02 20:42:56 - mmengine - INFO - Epoch(train) [43][1060/1879] lr: 1.0000e-02 eta: 1 day, 7:44:04 time: 0.4650 data_time: 0.2035 memory: 8198 grad_norm: 4.9493 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7782 loss: 1.7782 2022/08/02 20:43:02 - mmengine - INFO - Epoch(train) [43][1080/1879] lr: 1.0000e-02 eta: 1 day, 7:43:58 time: 0.2874 data_time: 0.0259 memory: 8198 grad_norm: 5.2366 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6268 loss: 1.6268 2022/08/02 20:43:03 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:43:08 - mmengine - INFO - Epoch(train) [43][1100/1879] lr: 1.0000e-02 eta: 1 day, 7:43:53 time: 0.2853 data_time: 0.0242 memory: 8198 grad_norm: 5.0987 top1_acc: 0.4375 top5_acc: 0.9375 loss_cls: 2.0222 loss: 2.0222 2022/08/02 20:43:14 - mmengine - INFO - Epoch(train) [43][1120/1879] lr: 1.0000e-02 eta: 1 day, 7:43:47 time: 0.2881 data_time: 0.0188 memory: 8198 grad_norm: 5.0386 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7433 loss: 1.7433 2022/08/02 20:43:19 - mmengine - INFO - Epoch(train) [43][1140/1879] lr: 1.0000e-02 eta: 1 day, 7:43:42 time: 0.2909 data_time: 0.0364 memory: 8198 grad_norm: 5.0415 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7174 loss: 1.7174 2022/08/02 20:43:25 - mmengine - INFO - Epoch(train) [43][1160/1879] lr: 1.0000e-02 eta: 1 day, 7:43:36 time: 0.2787 data_time: 0.0207 memory: 8198 grad_norm: 5.0208 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7830 loss: 1.7830 2022/08/02 20:43:31 - mmengine - INFO - Epoch(train) [43][1180/1879] lr: 1.0000e-02 eta: 1 day, 7:43:31 time: 0.2961 data_time: 0.0277 memory: 8198 grad_norm: 5.0151 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8410 loss: 1.8410 2022/08/02 20:43:37 - mmengine - INFO - Epoch(train) [43][1200/1879] lr: 1.0000e-02 eta: 1 day, 7:43:25 time: 0.2816 data_time: 0.0168 memory: 8198 grad_norm: 4.9703 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5432 loss: 1.5432 2022/08/02 20:43:42 - mmengine - INFO - Epoch(train) [43][1220/1879] lr: 1.0000e-02 eta: 1 day, 7:43:20 time: 0.2876 data_time: 0.0263 memory: 8198 grad_norm: 4.9856 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9505 loss: 1.9505 2022/08/02 20:43:48 - mmengine - INFO - Epoch(train) [43][1240/1879] lr: 1.0000e-02 eta: 1 day, 7:43:14 time: 0.2811 data_time: 0.0228 memory: 8198 grad_norm: 5.0686 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8244 loss: 1.8244 2022/08/02 20:43:54 - mmengine - INFO - Epoch(train) [43][1260/1879] lr: 1.0000e-02 eta: 1 day, 7:43:09 time: 0.2890 data_time: 0.0279 memory: 8198 grad_norm: 4.9857 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.7644 loss: 1.7644 2022/08/02 20:43:59 - mmengine - INFO - Epoch(train) [43][1280/1879] lr: 1.0000e-02 eta: 1 day, 7:43:03 time: 0.2822 data_time: 0.0222 memory: 8198 grad_norm: 5.1118 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8355 loss: 1.8355 2022/08/02 20:44:05 - mmengine - INFO - Epoch(train) [43][1300/1879] lr: 1.0000e-02 eta: 1 day, 7:42:58 time: 0.2965 data_time: 0.0239 memory: 8198 grad_norm: 4.9799 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6411 loss: 1.6411 2022/08/02 20:44:11 - mmengine - INFO - Epoch(train) [43][1320/1879] lr: 1.0000e-02 eta: 1 day, 7:42:53 time: 0.2932 data_time: 0.0165 memory: 8198 grad_norm: 5.0987 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8830 loss: 1.8830 2022/08/02 20:44:17 - mmengine - INFO - Epoch(train) [43][1340/1879] lr: 1.0000e-02 eta: 1 day, 7:42:47 time: 0.2831 data_time: 0.0224 memory: 8198 grad_norm: 5.0299 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8370 loss: 1.8370 2022/08/02 20:44:23 - mmengine - INFO - Epoch(train) [43][1360/1879] lr: 1.0000e-02 eta: 1 day, 7:42:42 time: 0.2843 data_time: 0.0224 memory: 8198 grad_norm: 4.9765 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7215 loss: 1.7215 2022/08/02 20:44:28 - mmengine - INFO - Epoch(train) [43][1380/1879] lr: 1.0000e-02 eta: 1 day, 7:42:36 time: 0.2827 data_time: 0.0283 memory: 8198 grad_norm: 4.8732 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.8182 loss: 1.8182 2022/08/02 20:44:34 - mmengine - INFO - Epoch(train) [43][1400/1879] lr: 1.0000e-02 eta: 1 day, 7:42:30 time: 0.2872 data_time: 0.0234 memory: 8198 grad_norm: 5.0692 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8568 loss: 1.8568 2022/08/02 20:44:40 - mmengine - INFO - Epoch(train) [43][1420/1879] lr: 1.0000e-02 eta: 1 day, 7:42:24 time: 0.2844 data_time: 0.0207 memory: 8198 grad_norm: 4.8597 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7453 loss: 1.7453 2022/08/02 20:44:45 - mmengine - INFO - Epoch(train) [43][1440/1879] lr: 1.0000e-02 eta: 1 day, 7:42:18 time: 0.2807 data_time: 0.0218 memory: 8198 grad_norm: 4.8760 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.6735 loss: 1.6735 2022/08/02 20:44:51 - mmengine - INFO - Epoch(train) [43][1460/1879] lr: 1.0000e-02 eta: 1 day, 7:42:13 time: 0.2843 data_time: 0.0271 memory: 8198 grad_norm: 4.9368 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6848 loss: 1.6848 2022/08/02 20:44:57 - mmengine - INFO - Epoch(train) [43][1480/1879] lr: 1.0000e-02 eta: 1 day, 7:42:06 time: 0.2813 data_time: 0.0224 memory: 8198 grad_norm: 4.8878 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8528 loss: 1.8528 2022/08/02 20:45:02 - mmengine - INFO - Epoch(train) [43][1500/1879] lr: 1.0000e-02 eta: 1 day, 7:42:01 time: 0.2879 data_time: 0.0247 memory: 8198 grad_norm: 5.0690 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.9616 loss: 1.9616 2022/08/02 20:45:08 - mmengine - INFO - Epoch(train) [43][1520/1879] lr: 1.0000e-02 eta: 1 day, 7:41:56 time: 0.2872 data_time: 0.0299 memory: 8198 grad_norm: 5.1000 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8024 loss: 1.8024 2022/08/02 20:45:14 - mmengine - INFO - Epoch(train) [43][1540/1879] lr: 1.0000e-02 eta: 1 day, 7:41:52 time: 0.3105 data_time: 0.0242 memory: 8198 grad_norm: 5.0311 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8684 loss: 1.8684 2022/08/02 20:45:20 - mmengine - INFO - Epoch(train) [43][1560/1879] lr: 1.0000e-02 eta: 1 day, 7:41:46 time: 0.2794 data_time: 0.0189 memory: 8198 grad_norm: 5.0454 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 2.0446 loss: 2.0446 2022/08/02 20:45:26 - mmengine - INFO - Epoch(train) [43][1580/1879] lr: 1.0000e-02 eta: 1 day, 7:41:41 time: 0.2854 data_time: 0.0238 memory: 8198 grad_norm: 4.7994 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6768 loss: 1.6768 2022/08/02 20:45:32 - mmengine - INFO - Epoch(train) [43][1600/1879] lr: 1.0000e-02 eta: 1 day, 7:41:37 time: 0.3079 data_time: 0.0215 memory: 8198 grad_norm: 5.0423 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6787 loss: 1.6787 2022/08/02 20:45:37 - mmengine - INFO - Epoch(train) [43][1620/1879] lr: 1.0000e-02 eta: 1 day, 7:41:31 time: 0.2813 data_time: 0.0262 memory: 8198 grad_norm: 4.9881 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8021 loss: 1.8021 2022/08/02 20:45:43 - mmengine - INFO - Epoch(train) [43][1640/1879] lr: 1.0000e-02 eta: 1 day, 7:41:26 time: 0.2928 data_time: 0.0193 memory: 8198 grad_norm: 4.9742 top1_acc: 0.4375 top5_acc: 0.5625 loss_cls: 1.8822 loss: 1.8822 2022/08/02 20:45:49 - mmengine - INFO - Epoch(train) [43][1660/1879] lr: 1.0000e-02 eta: 1 day, 7:41:20 time: 0.2789 data_time: 0.0200 memory: 8198 grad_norm: 5.0168 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.8235 loss: 1.8235 2022/08/02 20:45:55 - mmengine - INFO - Epoch(train) [43][1680/1879] lr: 1.0000e-02 eta: 1 day, 7:41:15 time: 0.2932 data_time: 0.0239 memory: 8198 grad_norm: 5.0082 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7797 loss: 1.7797 2022/08/02 20:46:00 - mmengine - INFO - Epoch(train) [43][1700/1879] lr: 1.0000e-02 eta: 1 day, 7:41:09 time: 0.2807 data_time: 0.0231 memory: 8198 grad_norm: 4.9836 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9030 loss: 1.9030 2022/08/02 20:46:06 - mmengine - INFO - Epoch(train) [43][1720/1879] lr: 1.0000e-02 eta: 1 day, 7:41:03 time: 0.2829 data_time: 0.0219 memory: 8198 grad_norm: 4.9956 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7201 loss: 1.7201 2022/08/02 20:46:12 - mmengine - INFO - Epoch(train) [43][1740/1879] lr: 1.0000e-02 eta: 1 day, 7:40:57 time: 0.2822 data_time: 0.0213 memory: 8198 grad_norm: 5.0893 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.7918 loss: 1.7918 2022/08/02 20:46:17 - mmengine - INFO - Epoch(train) [43][1760/1879] lr: 1.0000e-02 eta: 1 day, 7:40:51 time: 0.2805 data_time: 0.0215 memory: 8198 grad_norm: 4.9027 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.8385 loss: 1.8385 2022/08/02 20:46:23 - mmengine - INFO - Epoch(train) [43][1780/1879] lr: 1.0000e-02 eta: 1 day, 7:40:45 time: 0.2807 data_time: 0.0224 memory: 8198 grad_norm: 4.8972 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7635 loss: 1.7635 2022/08/02 20:46:29 - mmengine - INFO - Epoch(train) [43][1800/1879] lr: 1.0000e-02 eta: 1 day, 7:40:39 time: 0.2799 data_time: 0.0207 memory: 8198 grad_norm: 4.9163 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7574 loss: 1.7574 2022/08/02 20:46:34 - mmengine - INFO - Epoch(train) [43][1820/1879] lr: 1.0000e-02 eta: 1 day, 7:40:33 time: 0.2868 data_time: 0.0280 memory: 8198 grad_norm: 5.0036 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8602 loss: 1.8602 2022/08/02 20:46:40 - mmengine - INFO - Epoch(train) [43][1840/1879] lr: 1.0000e-02 eta: 1 day, 7:40:27 time: 0.2792 data_time: 0.0192 memory: 8198 grad_norm: 5.1188 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9564 loss: 1.9564 2022/08/02 20:46:45 - mmengine - INFO - Epoch(train) [43][1860/1879] lr: 1.0000e-02 eta: 1 day, 7:40:21 time: 0.2797 data_time: 0.0220 memory: 8198 grad_norm: 4.9699 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.8715 loss: 1.8715 2022/08/02 20:46:51 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:46:51 - mmengine - INFO - Epoch(train) [43][1879/1879] lr: 1.0000e-02 eta: 1 day, 7:40:21 time: 0.2799 data_time: 0.0148 memory: 8198 grad_norm: 5.1773 top1_acc: 0.5714 top5_acc: 0.5714 loss_cls: 1.8485 loss: 1.8485 2022/08/02 20:46:59 - mmengine - INFO - Epoch(train) [44][20/1879] lr: 1.0000e-02 eta: 1 day, 7:39:55 time: 0.4120 data_time: 0.1319 memory: 8198 grad_norm: 4.9276 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.6297 loss: 1.6297 2022/08/02 20:47:05 - mmengine - INFO - Epoch(train) [44][40/1879] lr: 1.0000e-02 eta: 1 day, 7:39:49 time: 0.2829 data_time: 0.0180 memory: 8198 grad_norm: 5.0047 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 1.7975 loss: 1.7975 2022/08/02 20:47:11 - mmengine - INFO - Epoch(train) [44][60/1879] lr: 1.0000e-02 eta: 1 day, 7:39:45 time: 0.2992 data_time: 0.0201 memory: 8198 grad_norm: 5.1333 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7159 loss: 1.7159 2022/08/02 20:47:16 - mmengine - INFO - Epoch(train) [44][80/1879] lr: 1.0000e-02 eta: 1 day, 7:39:39 time: 0.2796 data_time: 0.0225 memory: 8198 grad_norm: 5.0700 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.5355 loss: 1.5355 2022/08/02 20:47:22 - mmengine - INFO - Epoch(train) [44][100/1879] lr: 1.0000e-02 eta: 1 day, 7:39:34 time: 0.2891 data_time: 0.0253 memory: 8198 grad_norm: 5.1564 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7890 loss: 1.7890 2022/08/02 20:47:28 - mmengine - INFO - Epoch(train) [44][120/1879] lr: 1.0000e-02 eta: 1 day, 7:39:28 time: 0.2860 data_time: 0.0258 memory: 8198 grad_norm: 4.9966 top1_acc: 0.3125 top5_acc: 0.7500 loss_cls: 1.6462 loss: 1.6462 2022/08/02 20:47:34 - mmengine - INFO - Epoch(train) [44][140/1879] lr: 1.0000e-02 eta: 1 day, 7:39:23 time: 0.2865 data_time: 0.0176 memory: 8198 grad_norm: 5.0957 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.9037 loss: 1.9037 2022/08/02 20:47:39 - mmengine - INFO - Epoch(train) [44][160/1879] lr: 1.0000e-02 eta: 1 day, 7:39:16 time: 0.2784 data_time: 0.0220 memory: 8198 grad_norm: 5.0404 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.8684 loss: 1.8684 2022/08/02 20:47:45 - mmengine - INFO - Epoch(train) [44][180/1879] lr: 1.0000e-02 eta: 1 day, 7:39:11 time: 0.2867 data_time: 0.0291 memory: 8198 grad_norm: 5.0330 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8951 loss: 1.8951 2022/08/02 20:47:51 - mmengine - INFO - Epoch(train) [44][200/1879] lr: 1.0000e-02 eta: 1 day, 7:39:05 time: 0.2890 data_time: 0.0277 memory: 8198 grad_norm: 5.1158 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7128 loss: 1.7128 2022/08/02 20:47:52 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:47:56 - mmengine - INFO - Epoch(train) [44][220/1879] lr: 1.0000e-02 eta: 1 day, 7:38:59 time: 0.2804 data_time: 0.0213 memory: 8198 grad_norm: 5.0876 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8939 loss: 1.8939 2022/08/02 20:48:02 - mmengine - INFO - Epoch(train) [44][240/1879] lr: 1.0000e-02 eta: 1 day, 7:38:55 time: 0.2970 data_time: 0.0310 memory: 8198 grad_norm: 5.2398 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9899 loss: 1.9899 2022/08/02 20:48:08 - mmengine - INFO - Epoch(train) [44][260/1879] lr: 1.0000e-02 eta: 1 day, 7:38:49 time: 0.2810 data_time: 0.0200 memory: 8198 grad_norm: 5.0001 top1_acc: 0.3750 top5_acc: 0.4375 loss_cls: 2.0010 loss: 2.0010 2022/08/02 20:48:14 - mmengine - INFO - Epoch(train) [44][280/1879] lr: 1.0000e-02 eta: 1 day, 7:38:43 time: 0.2859 data_time: 0.0252 memory: 8198 grad_norm: 4.9117 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6516 loss: 1.6516 2022/08/02 20:48:19 - mmengine - INFO - Epoch(train) [44][300/1879] lr: 1.0000e-02 eta: 1 day, 7:38:37 time: 0.2852 data_time: 0.0263 memory: 8198 grad_norm: 4.9923 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5600 loss: 1.5600 2022/08/02 20:48:25 - mmengine - INFO - Epoch(train) [44][320/1879] lr: 1.0000e-02 eta: 1 day, 7:38:32 time: 0.2870 data_time: 0.0222 memory: 8198 grad_norm: 5.1688 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6912 loss: 1.6912 2022/08/02 20:48:31 - mmengine - INFO - Epoch(train) [44][340/1879] lr: 1.0000e-02 eta: 1 day, 7:38:26 time: 0.2858 data_time: 0.0231 memory: 8198 grad_norm: 5.0739 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.7807 loss: 1.7807 2022/08/02 20:48:36 - mmengine - INFO - Epoch(train) [44][360/1879] lr: 1.0000e-02 eta: 1 day, 7:38:20 time: 0.2753 data_time: 0.0197 memory: 8198 grad_norm: 5.1193 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7336 loss: 1.7336 2022/08/02 20:48:42 - mmengine - INFO - Epoch(train) [44][380/1879] lr: 1.0000e-02 eta: 1 day, 7:38:14 time: 0.2850 data_time: 0.0218 memory: 8198 grad_norm: 5.0667 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8651 loss: 1.8651 2022/08/02 20:48:48 - mmengine - INFO - Epoch(train) [44][400/1879] lr: 1.0000e-02 eta: 1 day, 7:38:08 time: 0.2857 data_time: 0.0252 memory: 8198 grad_norm: 5.0440 top1_acc: 0.8125 top5_acc: 0.9375 loss_cls: 1.6944 loss: 1.6944 2022/08/02 20:48:54 - mmengine - INFO - Epoch(train) [44][420/1879] lr: 1.0000e-02 eta: 1 day, 7:38:03 time: 0.2871 data_time: 0.0207 memory: 8198 grad_norm: 4.9928 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8557 loss: 1.8557 2022/08/02 20:48:59 - mmengine - INFO - Epoch(train) [44][440/1879] lr: 1.0000e-02 eta: 1 day, 7:37:57 time: 0.2788 data_time: 0.0252 memory: 8198 grad_norm: 5.2298 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6128 loss: 1.6128 2022/08/02 20:49:05 - mmengine - INFO - Epoch(train) [44][460/1879] lr: 1.0000e-02 eta: 1 day, 7:37:51 time: 0.2842 data_time: 0.0272 memory: 8198 grad_norm: 4.7990 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6968 loss: 1.6968 2022/08/02 20:49:11 - mmengine - INFO - Epoch(train) [44][480/1879] lr: 1.0000e-02 eta: 1 day, 7:37:45 time: 0.2875 data_time: 0.0213 memory: 8198 grad_norm: 4.9434 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6755 loss: 1.6755 2022/08/02 20:49:16 - mmengine - INFO - Epoch(train) [44][500/1879] lr: 1.0000e-02 eta: 1 day, 7:37:40 time: 0.2840 data_time: 0.0230 memory: 8198 grad_norm: 4.9868 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.6017 loss: 1.6017 2022/08/02 20:49:22 - mmengine - INFO - Epoch(train) [44][520/1879] lr: 1.0000e-02 eta: 1 day, 7:37:34 time: 0.2816 data_time: 0.0265 memory: 8198 grad_norm: 4.9339 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 2.0058 loss: 2.0058 2022/08/02 20:49:28 - mmengine - INFO - Epoch(train) [44][540/1879] lr: 1.0000e-02 eta: 1 day, 7:37:28 time: 0.2825 data_time: 0.0275 memory: 8198 grad_norm: 5.0182 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8232 loss: 1.8232 2022/08/02 20:49:33 - mmengine - INFO - Epoch(train) [44][560/1879] lr: 1.0000e-02 eta: 1 day, 7:37:22 time: 0.2865 data_time: 0.0207 memory: 8198 grad_norm: 5.0257 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7611 loss: 1.7611 2022/08/02 20:49:39 - mmengine - INFO - Epoch(train) [44][580/1879] lr: 1.0000e-02 eta: 1 day, 7:37:16 time: 0.2839 data_time: 0.0231 memory: 8198 grad_norm: 4.9547 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9363 loss: 1.9363 2022/08/02 20:49:45 - mmengine - INFO - Epoch(train) [44][600/1879] lr: 1.0000e-02 eta: 1 day, 7:37:10 time: 0.2817 data_time: 0.0212 memory: 8198 grad_norm: 5.0416 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7482 loss: 1.7482 2022/08/02 20:49:51 - mmengine - INFO - Epoch(train) [44][620/1879] lr: 1.0000e-02 eta: 1 day, 7:37:06 time: 0.2961 data_time: 0.0241 memory: 8198 grad_norm: 4.8258 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7774 loss: 1.7774 2022/08/02 20:49:56 - mmengine - INFO - Epoch(train) [44][640/1879] lr: 1.0000e-02 eta: 1 day, 7:37:00 time: 0.2808 data_time: 0.0253 memory: 8198 grad_norm: 5.0400 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7348 loss: 1.7348 2022/08/02 20:50:02 - mmengine - INFO - Epoch(train) [44][660/1879] lr: 1.0000e-02 eta: 1 day, 7:36:53 time: 0.2792 data_time: 0.0212 memory: 8198 grad_norm: 5.0007 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8200 loss: 1.8200 2022/08/02 20:50:07 - mmengine - INFO - Epoch(train) [44][680/1879] lr: 1.0000e-02 eta: 1 day, 7:36:47 time: 0.2810 data_time: 0.0261 memory: 8198 grad_norm: 5.1128 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.6490 loss: 1.6490 2022/08/02 20:50:13 - mmengine - INFO - Epoch(train) [44][700/1879] lr: 1.0000e-02 eta: 1 day, 7:36:42 time: 0.2927 data_time: 0.0219 memory: 8198 grad_norm: 4.9630 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8910 loss: 1.8910 2022/08/02 20:50:19 - mmengine - INFO - Epoch(train) [44][720/1879] lr: 1.0000e-02 eta: 1 day, 7:36:36 time: 0.2790 data_time: 0.0210 memory: 8198 grad_norm: 5.1783 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6977 loss: 1.6977 2022/08/02 20:50:24 - mmengine - INFO - Epoch(train) [44][740/1879] lr: 1.0000e-02 eta: 1 day, 7:36:30 time: 0.2790 data_time: 0.0226 memory: 8198 grad_norm: 5.1255 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7747 loss: 1.7747 2022/08/02 20:50:30 - mmengine - INFO - Epoch(train) [44][760/1879] lr: 1.0000e-02 eta: 1 day, 7:36:25 time: 0.2970 data_time: 0.0225 memory: 8198 grad_norm: 4.9622 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.5814 loss: 1.5814 2022/08/02 20:50:36 - mmengine - INFO - Epoch(train) [44][780/1879] lr: 1.0000e-02 eta: 1 day, 7:36:19 time: 0.2783 data_time: 0.0240 memory: 8198 grad_norm: 5.1140 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7823 loss: 1.7823 2022/08/02 20:50:42 - mmengine - INFO - Epoch(train) [44][800/1879] lr: 1.0000e-02 eta: 1 day, 7:36:14 time: 0.2876 data_time: 0.0268 memory: 8198 grad_norm: 5.1039 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7923 loss: 1.7923 2022/08/02 20:50:47 - mmengine - INFO - Epoch(train) [44][820/1879] lr: 1.0000e-02 eta: 1 day, 7:36:08 time: 0.2815 data_time: 0.0240 memory: 8198 grad_norm: 5.0217 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8650 loss: 1.8650 2022/08/02 20:50:53 - mmengine - INFO - Epoch(train) [44][840/1879] lr: 1.0000e-02 eta: 1 day, 7:36:03 time: 0.2967 data_time: 0.0283 memory: 8198 grad_norm: 5.0240 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6974 loss: 1.6974 2022/08/02 20:50:59 - mmengine - INFO - Epoch(train) [44][860/1879] lr: 1.0000e-02 eta: 1 day, 7:35:57 time: 0.2765 data_time: 0.0225 memory: 8198 grad_norm: 5.0882 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7809 loss: 1.7809 2022/08/02 20:51:05 - mmengine - INFO - Epoch(train) [44][880/1879] lr: 1.0000e-02 eta: 1 day, 7:35:51 time: 0.2848 data_time: 0.0271 memory: 8198 grad_norm: 4.9637 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6597 loss: 1.6597 2022/08/02 20:51:10 - mmengine - INFO - Epoch(train) [44][900/1879] lr: 1.0000e-02 eta: 1 day, 7:35:45 time: 0.2822 data_time: 0.0212 memory: 8198 grad_norm: 5.0477 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.8648 loss: 1.8648 2022/08/02 20:51:16 - mmengine - INFO - Epoch(train) [44][920/1879] lr: 1.0000e-02 eta: 1 day, 7:35:39 time: 0.2850 data_time: 0.0257 memory: 8198 grad_norm: 4.9972 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8079 loss: 1.8079 2022/08/02 20:51:22 - mmengine - INFO - Epoch(train) [44][940/1879] lr: 1.0000e-02 eta: 1 day, 7:35:34 time: 0.2867 data_time: 0.0218 memory: 8198 grad_norm: 4.9872 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8002 loss: 1.8002 2022/08/02 20:51:27 - mmengine - INFO - Epoch(train) [44][960/1879] lr: 1.0000e-02 eta: 1 day, 7:35:28 time: 0.2801 data_time: 0.0222 memory: 8198 grad_norm: 5.2400 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.9756 loss: 1.9756 2022/08/02 20:51:33 - mmengine - INFO - Epoch(train) [44][980/1879] lr: 1.0000e-02 eta: 1 day, 7:35:22 time: 0.2878 data_time: 0.0249 memory: 8198 grad_norm: 4.9815 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.7232 loss: 1.7232 2022/08/02 20:51:39 - mmengine - INFO - Epoch(train) [44][1000/1879] lr: 1.0000e-02 eta: 1 day, 7:35:16 time: 0.2822 data_time: 0.0221 memory: 8198 grad_norm: 5.0268 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.5653 loss: 1.5653 2022/08/02 20:51:44 - mmengine - INFO - Epoch(train) [44][1020/1879] lr: 1.0000e-02 eta: 1 day, 7:35:11 time: 0.2872 data_time: 0.0282 memory: 8198 grad_norm: 5.0760 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8801 loss: 1.8801 2022/08/02 20:51:50 - mmengine - INFO - Epoch(train) [44][1040/1879] lr: 1.0000e-02 eta: 1 day, 7:35:05 time: 0.2852 data_time: 0.0244 memory: 8198 grad_norm: 4.9648 top1_acc: 0.8125 top5_acc: 1.0000 loss_cls: 1.6706 loss: 1.6706 2022/08/02 20:51:56 - mmengine - INFO - Epoch(train) [44][1060/1879] lr: 1.0000e-02 eta: 1 day, 7:34:59 time: 0.2845 data_time: 0.0218 memory: 8198 grad_norm: 4.9667 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6728 loss: 1.6728 2022/08/02 20:52:02 - mmengine - INFO - Epoch(train) [44][1080/1879] lr: 1.0000e-02 eta: 1 day, 7:34:54 time: 0.2858 data_time: 0.0226 memory: 8198 grad_norm: 4.9559 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8666 loss: 1.8666 2022/08/02 20:52:07 - mmengine - INFO - Epoch(train) [44][1100/1879] lr: 1.0000e-02 eta: 1 day, 7:34:49 time: 0.2908 data_time: 0.0219 memory: 8198 grad_norm: 4.9564 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8047 loss: 1.8047 2022/08/02 20:52:13 - mmengine - INFO - Epoch(train) [44][1120/1879] lr: 1.0000e-02 eta: 1 day, 7:34:43 time: 0.2890 data_time: 0.0238 memory: 8198 grad_norm: 5.0257 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6461 loss: 1.6461 2022/08/02 20:52:19 - mmengine - INFO - Epoch(train) [44][1140/1879] lr: 1.0000e-02 eta: 1 day, 7:34:38 time: 0.2845 data_time: 0.0206 memory: 8198 grad_norm: 4.9586 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.7511 loss: 1.7511 2022/08/02 20:52:24 - mmengine - INFO - Epoch(train) [44][1160/1879] lr: 1.0000e-02 eta: 1 day, 7:34:31 time: 0.2788 data_time: 0.0189 memory: 8198 grad_norm: 4.9774 top1_acc: 0.6875 top5_acc: 0.9375 loss_cls: 1.6755 loss: 1.6755 2022/08/02 20:52:30 - mmengine - INFO - Epoch(train) [44][1180/1879] lr: 1.0000e-02 eta: 1 day, 7:34:26 time: 0.2895 data_time: 0.0249 memory: 8198 grad_norm: 5.0296 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.6700 loss: 1.6700 2022/08/02 20:52:36 - mmengine - INFO - Epoch(train) [44][1200/1879] lr: 1.0000e-02 eta: 1 day, 7:34:20 time: 0.2776 data_time: 0.0213 memory: 8198 grad_norm: 4.9761 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5660 loss: 1.5660 2022/08/02 20:52:37 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:52:42 - mmengine - INFO - Epoch(train) [44][1220/1879] lr: 1.0000e-02 eta: 1 day, 7:34:14 time: 0.2840 data_time: 0.0258 memory: 8198 grad_norm: 5.0306 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6664 loss: 1.6664 2022/08/02 20:52:47 - mmengine - INFO - Epoch(train) [44][1240/1879] lr: 1.0000e-02 eta: 1 day, 7:34:08 time: 0.2787 data_time: 0.0181 memory: 8198 grad_norm: 4.9444 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8628 loss: 1.8628 2022/08/02 20:52:53 - mmengine - INFO - Epoch(train) [44][1260/1879] lr: 1.0000e-02 eta: 1 day, 7:34:02 time: 0.2885 data_time: 0.0218 memory: 8198 grad_norm: 5.1925 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6666 loss: 1.6666 2022/08/02 20:52:59 - mmengine - INFO - Epoch(train) [44][1280/1879] lr: 1.0000e-02 eta: 1 day, 7:33:56 time: 0.2841 data_time: 0.0241 memory: 8198 grad_norm: 4.9702 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5976 loss: 1.5976 2022/08/02 20:53:04 - mmengine - INFO - Epoch(train) [44][1300/1879] lr: 1.0000e-02 eta: 1 day, 7:33:50 time: 0.2807 data_time: 0.0183 memory: 8198 grad_norm: 5.1540 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8612 loss: 1.8612 2022/08/02 20:53:10 - mmengine - INFO - Epoch(train) [44][1320/1879] lr: 1.0000e-02 eta: 1 day, 7:33:44 time: 0.2826 data_time: 0.0232 memory: 8198 grad_norm: 5.1052 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6852 loss: 1.6852 2022/08/02 20:53:16 - mmengine - INFO - Epoch(train) [44][1340/1879] lr: 1.0000e-02 eta: 1 day, 7:33:40 time: 0.2933 data_time: 0.0329 memory: 8198 grad_norm: 5.0984 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7790 loss: 1.7790 2022/08/02 20:53:21 - mmengine - INFO - Epoch(train) [44][1360/1879] lr: 1.0000e-02 eta: 1 day, 7:33:33 time: 0.2798 data_time: 0.0210 memory: 8198 grad_norm: 5.0131 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8257 loss: 1.8257 2022/08/02 20:53:27 - mmengine - INFO - Epoch(train) [44][1380/1879] lr: 1.0000e-02 eta: 1 day, 7:33:28 time: 0.2919 data_time: 0.0249 memory: 8198 grad_norm: 5.0415 top1_acc: 0.6875 top5_acc: 1.0000 loss_cls: 1.7536 loss: 1.7536 2022/08/02 20:53:33 - mmengine - INFO - Epoch(train) [44][1400/1879] lr: 1.0000e-02 eta: 1 day, 7:33:23 time: 0.2838 data_time: 0.0232 memory: 8198 grad_norm: 5.1414 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7097 loss: 1.7097 2022/08/02 20:53:39 - mmengine - INFO - Epoch(train) [44][1420/1879] lr: 1.0000e-02 eta: 1 day, 7:33:17 time: 0.2827 data_time: 0.0248 memory: 8198 grad_norm: 4.9622 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.6189 loss: 1.6189 2022/08/02 20:53:44 - mmengine - INFO - Epoch(train) [44][1440/1879] lr: 1.0000e-02 eta: 1 day, 7:33:11 time: 0.2841 data_time: 0.0252 memory: 8198 grad_norm: 5.0989 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7954 loss: 1.7954 2022/08/02 20:53:50 - mmengine - INFO - Epoch(train) [44][1460/1879] lr: 1.0000e-02 eta: 1 day, 7:33:06 time: 0.2892 data_time: 0.0254 memory: 8198 grad_norm: 4.9969 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.7045 loss: 1.7045 2022/08/02 20:53:56 - mmengine - INFO - Epoch(train) [44][1480/1879] lr: 1.0000e-02 eta: 1 day, 7:33:00 time: 0.2823 data_time: 0.0236 memory: 8198 grad_norm: 4.9809 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7030 loss: 1.7030 2022/08/02 20:54:01 - mmengine - INFO - Epoch(train) [44][1500/1879] lr: 1.0000e-02 eta: 1 day, 7:32:53 time: 0.2796 data_time: 0.0217 memory: 8198 grad_norm: 5.1051 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8659 loss: 1.8659 2022/08/02 20:54:07 - mmengine - INFO - Epoch(train) [44][1520/1879] lr: 1.0000e-02 eta: 1 day, 7:32:48 time: 0.2843 data_time: 0.0207 memory: 8198 grad_norm: 4.9902 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.6594 loss: 1.6594 2022/08/02 20:54:13 - mmengine - INFO - Epoch(train) [44][1540/1879] lr: 1.0000e-02 eta: 1 day, 7:32:42 time: 0.2895 data_time: 0.0216 memory: 8198 grad_norm: 4.9196 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7594 loss: 1.7594 2022/08/02 20:54:18 - mmengine - INFO - Epoch(train) [44][1560/1879] lr: 1.0000e-02 eta: 1 day, 7:32:36 time: 0.2797 data_time: 0.0182 memory: 8198 grad_norm: 5.0737 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8622 loss: 1.8622 2022/08/02 20:54:24 - mmengine - INFO - Epoch(train) [44][1580/1879] lr: 1.0000e-02 eta: 1 day, 7:32:30 time: 0.2828 data_time: 0.0257 memory: 8198 grad_norm: 4.8910 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6880 loss: 1.6880 2022/08/02 20:54:30 - mmengine - INFO - Epoch(train) [44][1600/1879] lr: 1.0000e-02 eta: 1 day, 7:32:25 time: 0.2875 data_time: 0.0210 memory: 8198 grad_norm: 5.2032 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.8091 loss: 1.8091 2022/08/02 20:54:35 - mmengine - INFO - Epoch(train) [44][1620/1879] lr: 1.0000e-02 eta: 1 day, 7:32:19 time: 0.2822 data_time: 0.0248 memory: 8198 grad_norm: 5.0010 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7263 loss: 1.7263 2022/08/02 20:54:41 - mmengine - INFO - Epoch(train) [44][1640/1879] lr: 1.0000e-02 eta: 1 day, 7:32:13 time: 0.2802 data_time: 0.0210 memory: 8198 grad_norm: 5.0725 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.5250 loss: 1.5250 2022/08/02 20:54:47 - mmengine - INFO - Epoch(train) [44][1660/1879] lr: 1.0000e-02 eta: 1 day, 7:32:07 time: 0.2817 data_time: 0.0200 memory: 8198 grad_norm: 5.0582 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6553 loss: 1.6553 2022/08/02 20:54:52 - mmengine - INFO - Epoch(train) [44][1680/1879] lr: 1.0000e-02 eta: 1 day, 7:32:01 time: 0.2843 data_time: 0.0236 memory: 8198 grad_norm: 5.0915 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.9655 loss: 1.9655 2022/08/02 20:54:58 - mmengine - INFO - Epoch(train) [44][1700/1879] lr: 1.0000e-02 eta: 1 day, 7:31:55 time: 0.2830 data_time: 0.0246 memory: 8198 grad_norm: 5.1233 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.8379 loss: 1.8379 2022/08/02 20:55:04 - mmengine - INFO - Epoch(train) [44][1720/1879] lr: 1.0000e-02 eta: 1 day, 7:31:50 time: 0.2895 data_time: 0.0228 memory: 8198 grad_norm: 5.0942 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6240 loss: 1.6240 2022/08/02 20:55:10 - mmengine - INFO - Epoch(train) [44][1740/1879] lr: 1.0000e-02 eta: 1 day, 7:31:44 time: 0.2838 data_time: 0.0246 memory: 8198 grad_norm: 4.8744 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9533 loss: 1.9533 2022/08/02 20:55:15 - mmengine - INFO - Epoch(train) [44][1760/1879] lr: 1.0000e-02 eta: 1 day, 7:31:39 time: 0.2851 data_time: 0.0223 memory: 8198 grad_norm: 4.8583 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4376 loss: 1.4376 2022/08/02 20:55:21 - mmengine - INFO - Epoch(train) [44][1780/1879] lr: 1.0000e-02 eta: 1 day, 7:31:33 time: 0.2864 data_time: 0.0264 memory: 8198 grad_norm: 4.9950 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.8252 loss: 1.8252 2022/08/02 20:55:27 - mmengine - INFO - Epoch(train) [44][1800/1879] lr: 1.0000e-02 eta: 1 day, 7:31:27 time: 0.2830 data_time: 0.0264 memory: 8198 grad_norm: 4.9630 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8609 loss: 1.8609 2022/08/02 20:55:32 - mmengine - INFO - Epoch(train) [44][1820/1879] lr: 1.0000e-02 eta: 1 day, 7:31:21 time: 0.2800 data_time: 0.0228 memory: 8198 grad_norm: 5.0361 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8095 loss: 1.8095 2022/08/02 20:55:38 - mmengine - INFO - Epoch(train) [44][1840/1879] lr: 1.0000e-02 eta: 1 day, 7:31:15 time: 0.2824 data_time: 0.0208 memory: 8198 grad_norm: 4.9068 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8716 loss: 1.8716 2022/08/02 20:55:44 - mmengine - INFO - Epoch(train) [44][1860/1879] lr: 1.0000e-02 eta: 1 day, 7:31:09 time: 0.2794 data_time: 0.0190 memory: 8198 grad_norm: 5.0498 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7750 loss: 1.7750 2022/08/02 20:55:48 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:55:48 - mmengine - INFO - Epoch(train) [44][1879/1879] lr: 1.0000e-02 eta: 1 day, 7:31:09 time: 0.2533 data_time: 0.0142 memory: 8198 grad_norm: 4.9963 top1_acc: 0.2857 top5_acc: 0.7143 loss_cls: 1.7053 loss: 1.7053 2022/08/02 20:55:48 - mmengine - INFO - Saving checkpoint at 44 epochs 2022/08/02 20:55:58 - mmengine - INFO - Epoch(train) [45][20/1879] lr: 1.0000e-02 eta: 1 day, 7:30:38 time: 0.3513 data_time: 0.0971 memory: 8198 grad_norm: 4.9588 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5675 loss: 1.5675 2022/08/02 20:56:04 - mmengine - INFO - Epoch(train) [45][40/1879] lr: 1.0000e-02 eta: 1 day, 7:30:32 time: 0.2817 data_time: 0.0162 memory: 8198 grad_norm: 4.9648 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5269 loss: 1.5269 2022/08/02 20:56:09 - mmengine - INFO - Epoch(train) [45][60/1879] lr: 1.0000e-02 eta: 1 day, 7:30:26 time: 0.2837 data_time: 0.0239 memory: 8198 grad_norm: 5.0066 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7948 loss: 1.7948 2022/08/02 20:56:15 - mmengine - INFO - Epoch(train) [45][80/1879] lr: 1.0000e-02 eta: 1 day, 7:30:20 time: 0.2828 data_time: 0.0225 memory: 8198 grad_norm: 5.0298 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.9200 loss: 1.9200 2022/08/02 20:56:21 - mmengine - INFO - Epoch(train) [45][100/1879] lr: 1.0000e-02 eta: 1 day, 7:30:15 time: 0.2850 data_time: 0.0227 memory: 8198 grad_norm: 4.9553 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.5110 loss: 1.5110 2022/08/02 20:56:26 - mmengine - INFO - Epoch(train) [45][120/1879] lr: 1.0000e-02 eta: 1 day, 7:30:09 time: 0.2819 data_time: 0.0201 memory: 8198 grad_norm: 5.2010 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7644 loss: 1.7644 2022/08/02 20:56:32 - mmengine - INFO - Epoch(train) [45][140/1879] lr: 1.0000e-02 eta: 1 day, 7:30:03 time: 0.2821 data_time: 0.0252 memory: 8198 grad_norm: 4.9802 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7076 loss: 1.7076 2022/08/02 20:56:38 - mmengine - INFO - Epoch(train) [45][160/1879] lr: 1.0000e-02 eta: 1 day, 7:29:57 time: 0.2844 data_time: 0.0213 memory: 8198 grad_norm: 4.9185 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8038 loss: 1.8038 2022/08/02 20:56:44 - mmengine - INFO - Epoch(train) [45][180/1879] lr: 1.0000e-02 eta: 1 day, 7:29:52 time: 0.2871 data_time: 0.0246 memory: 8198 grad_norm: 5.0060 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8048 loss: 1.8048 2022/08/02 20:56:49 - mmengine - INFO - Epoch(train) [45][200/1879] lr: 1.0000e-02 eta: 1 day, 7:29:46 time: 0.2854 data_time: 0.0283 memory: 8198 grad_norm: 5.0464 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8362 loss: 1.8362 2022/08/02 20:56:55 - mmengine - INFO - Epoch(train) [45][220/1879] lr: 1.0000e-02 eta: 1 day, 7:29:41 time: 0.2888 data_time: 0.0228 memory: 8198 grad_norm: 5.0945 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 2.0566 loss: 2.0566 2022/08/02 20:57:01 - mmengine - INFO - Epoch(train) [45][240/1879] lr: 1.0000e-02 eta: 1 day, 7:29:35 time: 0.2889 data_time: 0.0272 memory: 8198 grad_norm: 5.0681 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.6451 loss: 1.6451 2022/08/02 20:57:06 - mmengine - INFO - Epoch(train) [45][260/1879] lr: 1.0000e-02 eta: 1 day, 7:29:29 time: 0.2812 data_time: 0.0233 memory: 8198 grad_norm: 5.1487 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.7239 loss: 1.7239 2022/08/02 20:57:12 - mmengine - INFO - Epoch(train) [45][280/1879] lr: 1.0000e-02 eta: 1 day, 7:29:23 time: 0.2819 data_time: 0.0233 memory: 8198 grad_norm: 4.9545 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5927 loss: 1.5927 2022/08/02 20:57:18 - mmengine - INFO - Epoch(train) [45][300/1879] lr: 1.0000e-02 eta: 1 day, 7:29:18 time: 0.2844 data_time: 0.0206 memory: 8198 grad_norm: 4.9012 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.5863 loss: 1.5863 2022/08/02 20:57:24 - mmengine - INFO - Epoch(train) [45][320/1879] lr: 1.0000e-02 eta: 1 day, 7:29:13 time: 0.2959 data_time: 0.0231 memory: 8198 grad_norm: 4.9260 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.6453 loss: 1.6453 2022/08/02 20:57:25 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 20:57:29 - mmengine - INFO - Epoch(train) [45][340/1879] lr: 1.0000e-02 eta: 1 day, 7:29:07 time: 0.2826 data_time: 0.0242 memory: 8198 grad_norm: 5.0555 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.7691 loss: 1.7691 2022/08/02 20:57:35 - mmengine - INFO - Epoch(train) [45][360/1879] lr: 1.0000e-02 eta: 1 day, 7:29:01 time: 0.2839 data_time: 0.0233 memory: 8198 grad_norm: 4.8816 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.5181 loss: 1.5181 2022/08/02 20:57:41 - mmengine - INFO - Epoch(train) [45][380/1879] lr: 1.0000e-02 eta: 1 day, 7:28:57 time: 0.3038 data_time: 0.0269 memory: 8198 grad_norm: 4.9638 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7170 loss: 1.7170 2022/08/02 20:57:47 - mmengine - INFO - Epoch(train) [45][400/1879] lr: 1.0000e-02 eta: 1 day, 7:28:51 time: 0.2768 data_time: 0.0247 memory: 8198 grad_norm: 4.9857 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.7104 loss: 1.7104 2022/08/02 20:57:52 - mmengine - INFO - Epoch(train) [45][420/1879] lr: 1.0000e-02 eta: 1 day, 7:28:45 time: 0.2816 data_time: 0.0237 memory: 8198 grad_norm: 5.1100 top1_acc: 0.4375 top5_acc: 0.8125 loss_cls: 1.8033 loss: 1.8033 2022/08/02 20:57:58 - mmengine - INFO - Epoch(train) [45][440/1879] lr: 1.0000e-02 eta: 1 day, 7:28:39 time: 0.2800 data_time: 0.0226 memory: 8198 grad_norm: 5.0771 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8270 loss: 1.8270 2022/08/02 20:58:04 - mmengine - INFO - Epoch(train) [45][460/1879] lr: 1.0000e-02 eta: 1 day, 7:28:34 time: 0.2940 data_time: 0.0250 memory: 8198 grad_norm: 4.9696 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7508 loss: 1.7508 2022/08/02 20:58:09 - mmengine - INFO - Epoch(train) [45][480/1879] lr: 1.0000e-02 eta: 1 day, 7:28:28 time: 0.2791 data_time: 0.0223 memory: 8198 grad_norm: 5.0098 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8198 loss: 1.8198 2022/08/02 20:58:15 - mmengine - INFO - Epoch(train) [45][500/1879] lr: 1.0000e-02 eta: 1 day, 7:28:22 time: 0.2838 data_time: 0.0258 memory: 8198 grad_norm: 5.1383 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8418 loss: 1.8418 2022/08/02 20:58:21 - mmengine - INFO - Epoch(train) [45][520/1879] lr: 1.0000e-02 eta: 1 day, 7:28:17 time: 0.2899 data_time: 0.0259 memory: 8198 grad_norm: 4.8922 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8472 loss: 1.8472 2022/08/02 20:58:27 - mmengine - INFO - Epoch(train) [45][540/1879] lr: 1.0000e-02 eta: 1 day, 7:28:10 time: 0.2783 data_time: 0.0241 memory: 8198 grad_norm: 5.0147 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7817 loss: 1.7817 2022/08/02 20:58:32 - mmengine - INFO - Epoch(train) [45][560/1879] lr: 1.0000e-02 eta: 1 day, 7:28:05 time: 0.2878 data_time: 0.0249 memory: 8198 grad_norm: 5.0199 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7951 loss: 1.7951 2022/08/02 20:58:38 - mmengine - INFO - Epoch(train) [45][580/1879] lr: 1.0000e-02 eta: 1 day, 7:27:59 time: 0.2803 data_time: 0.0266 memory: 8198 grad_norm: 5.0649 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.6696 loss: 1.6696 2022/08/02 20:58:44 - mmengine - INFO - Epoch(train) [45][600/1879] lr: 1.0000e-02 eta: 1 day, 7:27:53 time: 0.2855 data_time: 0.0276 memory: 8198 grad_norm: 5.0100 top1_acc: 0.7500 top5_acc: 0.9375 loss_cls: 1.7381 loss: 1.7381 2022/08/02 20:58:49 - mmengine - INFO - Epoch(train) [45][620/1879] lr: 1.0000e-02 eta: 1 day, 7:27:47 time: 0.2815 data_time: 0.0212 memory: 8198 grad_norm: 4.9750 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9829 loss: 1.9829 2022/08/02 20:58:55 - mmengine - INFO - Epoch(train) [45][640/1879] lr: 1.0000e-02 eta: 1 day, 7:27:42 time: 0.2870 data_time: 0.0234 memory: 8198 grad_norm: 5.1224 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9410 loss: 1.9410 2022/08/02 20:59:01 - mmengine - INFO - Epoch(train) [45][660/1879] lr: 1.0000e-02 eta: 1 day, 7:27:37 time: 0.2963 data_time: 0.0250 memory: 8198 grad_norm: 5.1087 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7053 loss: 1.7053 2022/08/02 20:59:07 - mmengine - INFO - Epoch(train) [45][680/1879] lr: 1.0000e-02 eta: 1 day, 7:27:31 time: 0.2840 data_time: 0.0238 memory: 8198 grad_norm: 5.2677 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.8630 loss: 1.8630 2022/08/02 20:59:12 - mmengine - INFO - Epoch(train) [45][700/1879] lr: 1.0000e-02 eta: 1 day, 7:27:26 time: 0.2889 data_time: 0.0273 memory: 8198 grad_norm: 5.2077 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.9479 loss: 1.9479 2022/08/02 20:59:18 - mmengine - INFO - Epoch(train) [45][720/1879] lr: 1.0000e-02 eta: 1 day, 7:27:20 time: 0.2811 data_time: 0.0219 memory: 8198 grad_norm: 5.0559 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6104 loss: 1.6104 2022/08/02 20:59:24 - mmengine - INFO - Epoch(train) [45][740/1879] lr: 1.0000e-02 eta: 1 day, 7:27:15 time: 0.2918 data_time: 0.0271 memory: 8198 grad_norm: 5.1807 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.9285 loss: 1.9285 2022/08/02 20:59:29 - mmengine - INFO - Epoch(train) [45][760/1879] lr: 1.0000e-02 eta: 1 day, 7:27:09 time: 0.2792 data_time: 0.0234 memory: 8198 grad_norm: 5.1625 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9994 loss: 1.9994 2022/08/02 20:59:35 - mmengine - INFO - Epoch(train) [45][780/1879] lr: 1.0000e-02 eta: 1 day, 7:27:04 time: 0.2934 data_time: 0.0227 memory: 8198 grad_norm: 5.1515 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.8295 loss: 1.8295 2022/08/02 20:59:41 - mmengine - INFO - Epoch(train) [45][800/1879] lr: 1.0000e-02 eta: 1 day, 7:26:58 time: 0.2852 data_time: 0.0243 memory: 8198 grad_norm: 5.1211 top1_acc: 0.7500 top5_acc: 0.8125 loss_cls: 1.7494 loss: 1.7494 2022/08/02 20:59:47 - mmengine - INFO - Epoch(train) [45][820/1879] lr: 1.0000e-02 eta: 1 day, 7:26:54 time: 0.2966 data_time: 0.0251 memory: 8198 grad_norm: 4.9208 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.8946 loss: 1.8946 2022/08/02 20:59:53 - mmengine - INFO - Epoch(train) [45][840/1879] lr: 1.0000e-02 eta: 1 day, 7:26:48 time: 0.2837 data_time: 0.0218 memory: 8198 grad_norm: 5.0040 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.8349 loss: 1.8349 2022/08/02 20:59:59 - mmengine - INFO - Epoch(train) [45][860/1879] lr: 1.0000e-02 eta: 1 day, 7:26:43 time: 0.2908 data_time: 0.0226 memory: 8198 grad_norm: 4.9999 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.7204 loss: 1.7204 2022/08/02 21:00:04 - mmengine - INFO - Epoch(train) [45][880/1879] lr: 1.0000e-02 eta: 1 day, 7:26:37 time: 0.2865 data_time: 0.0248 memory: 8198 grad_norm: 4.9591 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.8279 loss: 1.8279 2022/08/02 21:00:10 - mmengine - INFO - Epoch(train) [45][900/1879] lr: 1.0000e-02 eta: 1 day, 7:26:31 time: 0.2785 data_time: 0.0234 memory: 8198 grad_norm: 4.8776 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.6735 loss: 1.6735 2022/08/02 21:00:16 - mmengine - INFO - Epoch(train) [45][920/1879] lr: 1.0000e-02 eta: 1 day, 7:26:25 time: 0.2833 data_time: 0.0176 memory: 8198 grad_norm: 5.0345 top1_acc: 0.6875 top5_acc: 0.6875 loss_cls: 1.9462 loss: 1.9462 2022/08/02 21:00:21 - mmengine - INFO - Epoch(train) [45][940/1879] lr: 1.0000e-02 eta: 1 day, 7:26:19 time: 0.2841 data_time: 0.0277 memory: 8198 grad_norm: 5.0150 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.7462 loss: 1.7462 2022/08/02 21:00:27 - mmengine - INFO - Epoch(train) [45][960/1879] lr: 1.0000e-02 eta: 1 day, 7:26:14 time: 0.2851 data_time: 0.0176 memory: 8198 grad_norm: 5.0994 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 2.0147 loss: 2.0147 2022/08/02 21:00:32 - mmengine - INFO - Epoch(train) [45][980/1879] lr: 1.0000e-02 eta: 1 day, 7:26:07 time: 0.2786 data_time: 0.0221 memory: 8198 grad_norm: 5.1561 top1_acc: 0.6250 top5_acc: 0.9375 loss_cls: 1.7967 loss: 1.7967 2022/08/02 21:00:38 - mmengine - INFO - Epoch(train) [45][1000/1879] lr: 1.0000e-02 eta: 1 day, 7:26:01 time: 0.2833 data_time: 0.0243 memory: 8198 grad_norm: 5.1111 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.9117 loss: 1.9117 2022/08/02 21:00:45 - mmengine - INFO - Epoch(train) [45][1020/1879] lr: 1.0000e-02 eta: 1 day, 7:26:00 time: 0.3293 data_time: 0.0208 memory: 8198 grad_norm: 5.0612 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7793 loss: 1.7793 2022/08/02 21:00:50 - mmengine - INFO - Epoch(train) [45][1040/1879] lr: 1.0000e-02 eta: 1 day, 7:25:54 time: 0.2790 data_time: 0.0227 memory: 8198 grad_norm: 5.0676 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6572 loss: 1.6572 2022/08/02 21:00:56 - mmengine - INFO - Epoch(train) [45][1060/1879] lr: 1.0000e-02 eta: 1 day, 7:25:49 time: 0.2912 data_time: 0.0226 memory: 8198 grad_norm: 5.0732 top1_acc: 0.5625 top5_acc: 0.8125 loss_cls: 1.7324 loss: 1.7324 2022/08/02 21:01:02 - mmengine - INFO - Epoch(train) [45][1080/1879] lr: 1.0000e-02 eta: 1 day, 7:25:42 time: 0.2772 data_time: 0.0204 memory: 8198 grad_norm: 5.1748 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.8986 loss: 1.8986 2022/08/02 21:01:07 - mmengine - INFO - Epoch(train) [45][1100/1879] lr: 1.0000e-02 eta: 1 day, 7:25:36 time: 0.2836 data_time: 0.0259 memory: 8198 grad_norm: 5.0030 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5954 loss: 1.5954 2022/08/02 21:01:13 - mmengine - INFO - Epoch(train) [45][1120/1879] lr: 1.0000e-02 eta: 1 day, 7:25:31 time: 0.2879 data_time: 0.0199 memory: 8198 grad_norm: 5.1782 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6042 loss: 1.6042 2022/08/02 21:01:19 - mmengine - INFO - Epoch(train) [45][1140/1879] lr: 1.0000e-02 eta: 1 day, 7:25:25 time: 0.2775 data_time: 0.0235 memory: 8198 grad_norm: 5.1125 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.7472 loss: 1.7472 2022/08/02 21:01:24 - mmengine - INFO - Epoch(train) [45][1160/1879] lr: 1.0000e-02 eta: 1 day, 7:25:19 time: 0.2841 data_time: 0.0236 memory: 8198 grad_norm: 4.9562 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.6689 loss: 1.6689 2022/08/02 21:01:30 - mmengine - INFO - Epoch(train) [45][1180/1879] lr: 1.0000e-02 eta: 1 day, 7:25:13 time: 0.2818 data_time: 0.0224 memory: 8198 grad_norm: 4.9540 top1_acc: 0.5000 top5_acc: 0.9375 loss_cls: 1.8075 loss: 1.8075 2022/08/02 21:01:36 - mmengine - INFO - Epoch(train) [45][1200/1879] lr: 1.0000e-02 eta: 1 day, 7:25:07 time: 0.2820 data_time: 0.0218 memory: 8198 grad_norm: 5.0978 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9243 loss: 1.9243 2022/08/02 21:01:41 - mmengine - INFO - Epoch(train) [45][1220/1879] lr: 1.0000e-02 eta: 1 day, 7:25:01 time: 0.2826 data_time: 0.0223 memory: 8198 grad_norm: 5.0556 top1_acc: 0.3125 top5_acc: 0.6875 loss_cls: 1.8390 loss: 1.8390 2022/08/02 21:01:47 - mmengine - INFO - Epoch(train) [45][1240/1879] lr: 1.0000e-02 eta: 1 day, 7:24:55 time: 0.2853 data_time: 0.0301 memory: 8198 grad_norm: 4.9425 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 1.9289 loss: 1.9289 2022/08/02 21:01:53 - mmengine - INFO - Epoch(train) [45][1260/1879] lr: 1.0000e-02 eta: 1 day, 7:24:50 time: 0.2883 data_time: 0.0300 memory: 8198 grad_norm: 5.0183 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6369 loss: 1.6369 2022/08/02 21:01:58 - mmengine - INFO - Epoch(train) [45][1280/1879] lr: 1.0000e-02 eta: 1 day, 7:24:44 time: 0.2807 data_time: 0.0178 memory: 8198 grad_norm: 5.0536 top1_acc: 0.6875 top5_acc: 0.8125 loss_cls: 1.8737 loss: 1.8737 2022/08/02 21:02:04 - mmengine - INFO - Epoch(train) [45][1300/1879] lr: 1.0000e-02 eta: 1 day, 7:24:38 time: 0.2836 data_time: 0.0246 memory: 8198 grad_norm: 5.0649 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.7358 loss: 1.7358 2022/08/02 21:02:10 - mmengine - INFO - Epoch(train) [45][1320/1879] lr: 1.0000e-02 eta: 1 day, 7:24:32 time: 0.2777 data_time: 0.0208 memory: 8198 grad_norm: 5.1259 top1_acc: 0.8125 top5_acc: 0.8125 loss_cls: 1.6655 loss: 1.6655 2022/08/02 21:02:11 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 21:02:15 - mmengine - INFO - Epoch(train) [45][1340/1879] lr: 1.0000e-02 eta: 1 day, 7:24:26 time: 0.2853 data_time: 0.0265 memory: 8198 grad_norm: 4.9489 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7161 loss: 1.7161 2022/08/02 21:02:21 - mmengine - INFO - Epoch(train) [45][1360/1879] lr: 1.0000e-02 eta: 1 day, 7:24:20 time: 0.2805 data_time: 0.0188 memory: 8198 grad_norm: 5.1239 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8319 loss: 1.8319 2022/08/02 21:02:27 - mmengine - INFO - Epoch(train) [45][1380/1879] lr: 1.0000e-02 eta: 1 day, 7:24:14 time: 0.2822 data_time: 0.0224 memory: 8198 grad_norm: 5.1854 top1_acc: 0.5625 top5_acc: 0.6250 loss_cls: 1.5747 loss: 1.5747 2022/08/02 21:02:33 - mmengine - INFO - Epoch(train) [45][1400/1879] lr: 1.0000e-02 eta: 1 day, 7:24:10 time: 0.2975 data_time: 0.0210 memory: 8198 grad_norm: 5.0208 top1_acc: 0.5625 top5_acc: 0.6875 loss_cls: 1.6217 loss: 1.6217 2022/08/02 21:02:38 - mmengine - INFO - Epoch(train) [45][1420/1879] lr: 1.0000e-02 eta: 1 day, 7:24:04 time: 0.2823 data_time: 0.0236 memory: 8198 grad_norm: 4.9836 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.9456 loss: 1.9456 2022/08/02 21:02:44 - mmengine - INFO - Epoch(train) [45][1440/1879] lr: 1.0000e-02 eta: 1 day, 7:23:58 time: 0.2855 data_time: 0.0215 memory: 8198 grad_norm: 5.0135 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7520 loss: 1.7520 2022/08/02 21:02:50 - mmengine - INFO - Epoch(train) [45][1460/1879] lr: 1.0000e-02 eta: 1 day, 7:23:53 time: 0.2872 data_time: 0.0241 memory: 8198 grad_norm: 5.0924 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4797 loss: 1.4797 2022/08/02 21:02:55 - mmengine - INFO - Epoch(train) [45][1480/1879] lr: 1.0000e-02 eta: 1 day, 7:23:47 time: 0.2829 data_time: 0.0283 memory: 8198 grad_norm: 5.0921 top1_acc: 0.8125 top5_acc: 0.8750 loss_cls: 1.7993 loss: 1.7993 2022/08/02 21:03:01 - mmengine - INFO - Epoch(train) [45][1500/1879] lr: 1.0000e-02 eta: 1 day, 7:23:41 time: 0.2814 data_time: 0.0241 memory: 8198 grad_norm: 4.9753 top1_acc: 0.5000 top5_acc: 0.6875 loss_cls: 1.7305 loss: 1.7305 2022/08/02 21:03:07 - mmengine - INFO - Epoch(train) [45][1520/1879] lr: 1.0000e-02 eta: 1 day, 7:23:35 time: 0.2847 data_time: 0.0203 memory: 8198 grad_norm: 5.0829 top1_acc: 0.3750 top5_acc: 0.6875 loss_cls: 1.7388 loss: 1.7388 2022/08/02 21:03:13 - mmengine - INFO - Epoch(train) [45][1540/1879] lr: 1.0000e-02 eta: 1 day, 7:23:30 time: 0.2893 data_time: 0.0274 memory: 8198 grad_norm: 5.0151 top1_acc: 0.5625 top5_acc: 0.7500 loss_cls: 1.6218 loss: 1.6218 2022/08/02 21:03:18 - mmengine - INFO - Epoch(train) [45][1560/1879] lr: 1.0000e-02 eta: 1 day, 7:23:24 time: 0.2811 data_time: 0.0216 memory: 8198 grad_norm: 4.9488 top1_acc: 0.6875 top5_acc: 0.8750 loss_cls: 1.7749 loss: 1.7749 2022/08/02 21:03:24 - mmengine - INFO - Epoch(train) [45][1580/1879] lr: 1.0000e-02 eta: 1 day, 7:23:17 time: 0.2792 data_time: 0.0234 memory: 8198 grad_norm: 5.0788 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8221 loss: 1.8221 2022/08/02 21:03:29 - mmengine - INFO - Epoch(train) [45][1600/1879] lr: 1.0000e-02 eta: 1 day, 7:23:11 time: 0.2813 data_time: 0.0223 memory: 8198 grad_norm: 4.9129 top1_acc: 0.5625 top5_acc: 0.9375 loss_cls: 1.6235 loss: 1.6235 2022/08/02 21:03:35 - mmengine - INFO - Epoch(train) [45][1620/1879] lr: 1.0000e-02 eta: 1 day, 7:23:06 time: 0.2843 data_time: 0.0247 memory: 8198 grad_norm: 4.9850 top1_acc: 0.4375 top5_acc: 0.6875 loss_cls: 2.1412 loss: 2.1412 2022/08/02 21:03:41 - mmengine - INFO - Epoch(train) [45][1640/1879] lr: 1.0000e-02 eta: 1 day, 7:23:00 time: 0.2864 data_time: 0.0231 memory: 8198 grad_norm: 5.0067 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7026 loss: 1.7026 2022/08/02 21:03:47 - mmengine - INFO - Epoch(train) [45][1660/1879] lr: 1.0000e-02 eta: 1 day, 7:22:54 time: 0.2818 data_time: 0.0234 memory: 8198 grad_norm: 5.0424 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.7516 loss: 1.7516 2022/08/02 21:03:52 - mmengine - INFO - Epoch(train) [45][1680/1879] lr: 1.0000e-02 eta: 1 day, 7:22:48 time: 0.2819 data_time: 0.0181 memory: 8198 grad_norm: 5.1392 top1_acc: 0.4375 top5_acc: 0.7500 loss_cls: 1.7775 loss: 1.7775 2022/08/02 21:03:58 - mmengine - INFO - Epoch(train) [45][1700/1879] lr: 1.0000e-02 eta: 1 day, 7:22:43 time: 0.2857 data_time: 0.0260 memory: 8198 grad_norm: 4.8833 top1_acc: 0.5625 top5_acc: 0.8750 loss_cls: 1.7380 loss: 1.7380 2022/08/02 21:04:04 - mmengine - INFO - Epoch(train) [45][1720/1879] lr: 1.0000e-02 eta: 1 day, 7:22:37 time: 0.2879 data_time: 0.0209 memory: 8198 grad_norm: 5.0488 top1_acc: 0.5000 top5_acc: 0.5625 loss_cls: 2.0542 loss: 2.0542 2022/08/02 21:04:09 - mmengine - INFO - Epoch(train) [45][1740/1879] lr: 1.0000e-02 eta: 1 day, 7:22:31 time: 0.2826 data_time: 0.0231 memory: 8198 grad_norm: 5.0753 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 1.6620 loss: 1.6620 2022/08/02 21:04:15 - mmengine - INFO - Epoch(train) [45][1760/1879] lr: 1.0000e-02 eta: 1 day, 7:22:26 time: 0.2854 data_time: 0.0244 memory: 8198 grad_norm: 5.0145 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.7474 loss: 1.7474 2022/08/02 21:04:21 - mmengine - INFO - Epoch(train) [45][1780/1879] lr: 1.0000e-02 eta: 1 day, 7:22:20 time: 0.2824 data_time: 0.0234 memory: 8198 grad_norm: 4.9517 top1_acc: 0.4375 top5_acc: 0.8750 loss_cls: 1.8667 loss: 1.8667 2022/08/02 21:04:26 - mmengine - INFO - Epoch(train) [45][1800/1879] lr: 1.0000e-02 eta: 1 day, 7:22:14 time: 0.2881 data_time: 0.0204 memory: 8198 grad_norm: 4.9146 top1_acc: 0.5000 top5_acc: 0.8125 loss_cls: 1.6015 loss: 1.6015 2022/08/02 21:04:32 - mmengine - INFO - Epoch(train) [45][1820/1879] lr: 1.0000e-02 eta: 1 day, 7:22:09 time: 0.2872 data_time: 0.0187 memory: 8198 grad_norm: 4.9879 top1_acc: 0.6250 top5_acc: 0.8125 loss_cls: 1.5754 loss: 1.5754 2022/08/02 21:04:38 - mmengine - INFO - Epoch(train) [45][1840/1879] lr: 1.0000e-02 eta: 1 day, 7:22:03 time: 0.2808 data_time: 0.0193 memory: 8198 grad_norm: 5.1488 top1_acc: 0.6875 top5_acc: 0.7500 loss_cls: 2.1150 loss: 2.1150 2022/08/02 21:04:44 - mmengine - INFO - Epoch(train) [45][1860/1879] lr: 1.0000e-02 eta: 1 day, 7:21:57 time: 0.2845 data_time: 0.0231 memory: 8198 grad_norm: 5.0533 top1_acc: 0.6250 top5_acc: 0.6875 loss_cls: 1.6781 loss: 1.6781 2022/08/02 21:04:48 - mmengine - INFO - Exp name: slowonly_nl_embedded_gaussian_r50_4x16x1_150e_kinetics400_rgb_20220802_141125 2022/08/02 21:04:48 - mmengine - INFO - Epoch(train) [45][1879/1879] lr: 1.0000e-02 eta: 1 day, 7:21:57 time: 0.2527 data_time: 0.0116 memory: 8198 grad_norm: 5.0936 top1_acc: 0.2857 top5_acc: 0.4286 loss_cls: 1.8014 loss: 1.8014 2022/08/02 21:04:55 - mmengine - INFO - Epoch(val) [45][20/155] eta: 0:00:43 time: 0.3212 data_time: 0.2243 memory: 1514 2022/08/02 21:04:59 - mmengine - INFO - Epoch(val) [45][40/155] eta: 0:00:26 time: 0.2288 data_time: 0.1406 memory: 1514 2022/08/02 21:05:06 - mmengine - INFO - Epoch(val) [45][60/155] eta: 0:00:29 time: 0.3068 data_time: 0.2103 memory: 1514 2022/08/02 21:05:10 - mmengine - INFO - Epoch(val) [45][80/155] eta: 0:00:17 time: 0.2389 data_time: 0.1519 memory: 1514 2022/08/02 21:05:16 - mmengine - INFO - Epoch(val) [45][100/155] eta: 0:00:16 time: 0.3091 data_time: 0.2215 memory: 1514 2022/08/02 21:05:21 - mmengine - INFO - Epoch(val) [45][120/155] eta: 0:00:07 time: 0.2187 data_time: 0.1307 memory: 1514 2022/08/02 21:05:27 - mmengine - INFO - Epoch(val) [45][140/155] eta: 0:00:04 time: 0.3171 data_time: 0.2288 memory: 1514 2022/08/02 21:05:33 - mmengine - INFO - Epoch(val) [45][155/155] acc/top1: 0.6320 acc/top