2022/06/27 17:22:49 - mmengine - INFO - load model from: torchvision://resnet50 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.1.non_local_block.g.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.1.non_local_block.g.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.1.non_local_block.conv_out 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.1.non_local_block.bn_out 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.1.non_local_block.theta 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.1.non_local_block.theta 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.1.non_local_block.phi.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.1.non_local_block.phi.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.3.non_local_block.g.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.3.non_local_block.g.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.3.non_local_block.conv_out 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.3.non_local_block.bn_out 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.3.non_local_block.theta 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.3.non_local_block.theta 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.3.non_local_block.phi.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer2.3.non_local_block.phi.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.1.non_local_block.g.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.1.non_local_block.g.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.1.non_local_block.conv_out 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.1.non_local_block.bn_out 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.1.non_local_block.theta 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.1.non_local_block.theta 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.1.non_local_block.phi.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.1.non_local_block.phi.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.3.non_local_block.g.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.3.non_local_block.g.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.3.non_local_block.conv_out 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.3.non_local_block.bn_out 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.3.non_local_block.theta 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.3.non_local_block.theta 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.3.non_local_block.phi.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.3.non_local_block.phi.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.5.non_local_block.g.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.5.non_local_block.g.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.5.non_local_block.conv_out 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.5.non_local_block.bn_out 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.5.non_local_block.theta 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.5.non_local_block.theta 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.5.non_local_block.phi.0 2022/06/27 17:22:51 - mmengine - WARNING - Module not exist in the state_dict_r2d: layer3.5.non_local_block.phi.0 2022/06/27 17:22:51 - mmengine - INFO - These parameters in the 2d checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2022/06/27 17:22:53 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/hukai/action/work_dirs/i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb by HardDiskBackend. 2022/06/27 17:23:18 - mmengine - INFO - Epoch(train) [1][20/3757] lr: 1.000e-02 eta: 5 days, 8:12:09 time: 0.211 data_time: 0.009 memory: 43390 grad_norm: 5.2727 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9537 loss: 5.9537 2022/06/27 17:23:22 - mmengine - INFO - Epoch(train) [1][40/3757] lr: 1.000e-02 eta: 3 days, 3:59:30 time: 0.228 data_time: 0.009 memory: 6245 grad_norm: 5.1028 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 6.0605 loss: 6.0605 2022/06/27 17:23:27 - mmengine - INFO - Epoch(train) [1][60/3757] lr: 1.000e-02 eta: 2 days, 10:35:33 time: 0.212 data_time: 0.009 memory: 6245 grad_norm: 5.2286 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.8728 loss: 5.8728 2022/06/27 17:23:31 - mmengine - INFO - Epoch(train) [1][80/3757] lr: 1.000e-02 eta: 2 days, 1:41:53 time: 0.218 data_time: 0.009 memory: 6245 grad_norm: 5.4079 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.7326 loss: 5.7326 2022/06/27 17:23:37 - mmengine - INFO - Epoch(train) [1][100/3757] lr: 1.000e-02 eta: 1 day, 21:20:11 time: 0.212 data_time: 0.006 memory: 6245 grad_norm: 5.4561 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6362 loss: 5.6362 2022/06/27 17:23:42 - mmengine - INFO - Epoch(train) [1][120/3757] lr: 1.000e-02 eta: 1 day, 18:08:12 time: 0.439 data_time: 0.014 memory: 6245 grad_norm: 5.4985 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.2728 loss: 5.2728 2022/06/27 17:23:48 - mmengine - INFO - Epoch(train) [1][140/3757] lr: 1.000e-02 eta: 1 day, 16:28:45 time: 0.214 data_time: 0.009 memory: 6245 grad_norm: 5.4796 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2368 loss: 5.2368 2022/06/27 17:23:52 - mmengine - INFO - Epoch(train) [1][160/3757] lr: 1.000e-02 eta: 1 day, 14:38:56 time: 0.227 data_time: 0.007 memory: 6245 grad_norm: 5.7804 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.2428 loss: 5.2428 2022/06/27 17:23:58 - mmengine - INFO - Epoch(train) [1][180/3757] lr: 1.000e-02 eta: 1 day, 13:22:33 time: 0.218 data_time: 0.013 memory: 6245 grad_norm: 5.5903 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0242 loss: 5.0242 2022/06/27 17:24:03 - mmengine - INFO - Epoch(train) [1][200/3757] lr: 1.000e-02 eta: 1 day, 12:25:52 time: 0.221 data_time: 0.007 memory: 6245 grad_norm: 5.7204 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9785 loss: 4.9785 2022/06/27 17:24:09 - mmengine - INFO - Epoch(train) [1][220/3757] lr: 1.000e-02 eta: 1 day, 11:47:08 time: 0.215 data_time: 0.006 memory: 6245 grad_norm: 6.2233 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7778 loss: 4.7778 2022/06/27 17:24:14 - mmengine - INFO - Epoch(train) [1][240/3757] lr: 1.000e-02 eta: 1 day, 11:09:42 time: 0.216 data_time: 0.015 memory: 6245 grad_norm: 5.8178 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6478 loss: 4.6478 2022/06/27 17:24:19 - mmengine - INFO - Epoch(train) [1][260/3757] lr: 1.000e-02 eta: 1 day, 10:33:42 time: 0.224 data_time: 0.008 memory: 6245 grad_norm: 6.0319 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8516 loss: 4.8516 2022/06/27 17:24:25 - mmengine - INFO - Epoch(train) [1][280/3757] lr: 1.000e-02 eta: 1 day, 10:00:18 time: 0.218 data_time: 0.009 memory: 6245 grad_norm: 6.4149 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8286 loss: 4.8286 2022/06/27 17:24:30 - mmengine - INFO - Epoch(train) [1][300/3757] lr: 1.000e-02 eta: 1 day, 9:37:17 time: 0.223 data_time: 0.022 memory: 6245 grad_norm: 6.2475 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8194 loss: 4.8194 2022/06/27 17:24:36 - mmengine - INFO - Epoch(train) [1][320/3757] lr: 1.000e-02 eta: 1 day, 9:26:40 time: 0.215 data_time: 0.009 memory: 6245 grad_norm: 6.4006 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7780 loss: 4.7780 2022/06/27 17:24:41 - mmengine - INFO - Epoch(train) [1][340/3757] lr: 1.000e-02 eta: 1 day, 9:05:50 time: 0.218 data_time: 0.009 memory: 6245 grad_norm: 6.5612 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1515 loss: 5.1515 2022/06/27 17:24:46 - mmengine - INFO - Epoch(train) [1][360/3757] lr: 1.000e-02 eta: 1 day, 8:43:44 time: 0.222 data_time: 0.016 memory: 6245 grad_norm: 6.5218 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9570 loss: 4.9570 2022/06/27 17:24:52 - mmengine - INFO - Epoch(train) [1][380/3757] lr: 1.000e-02 eta: 1 day, 8:29:19 time: 0.218 data_time: 0.007 memory: 6245 grad_norm: 6.7135 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4438 loss: 4.4438 2022/06/27 17:24:57 - mmengine - INFO - Epoch(train) [1][400/3757] lr: 1.000e-02 eta: 1 day, 8:12:51 time: 0.224 data_time: 0.007 memory: 6245 grad_norm: 6.9107 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8889 loss: 4.8889 2022/06/27 17:25:03 - mmengine - INFO - Epoch(train) [1][420/3757] lr: 1.000e-02 eta: 1 day, 8:10:40 time: 0.230 data_time: 0.020 memory: 6245 grad_norm: 6.5473 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5628 loss: 4.5628 2022/06/27 17:25:08 - mmengine - INFO - Epoch(train) [1][440/3757] lr: 1.000e-02 eta: 1 day, 7:53:21 time: 0.218 data_time: 0.007 memory: 6245 grad_norm: 6.6297 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7028 loss: 4.7028 2022/06/27 17:25:13 - mmengine - INFO - Epoch(train) [1][460/3757] lr: 1.000e-02 eta: 1 day, 7:39:59 time: 0.217 data_time: 0.006 memory: 6245 grad_norm: 6.4841 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7809 loss: 4.7809 2022/06/27 17:25:19 - mmengine - INFO - Epoch(train) [1][480/3757] lr: 1.000e-02 eta: 1 day, 7:33:39 time: 0.215 data_time: 0.006 memory: 6245 grad_norm: 6.5425 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1600 loss: 4.1600 2022/06/27 17:25:23 - mmengine - INFO - Epoch(train) [1][500/3757] lr: 1.000e-02 eta: 1 day, 7:17:57 time: 0.216 data_time: 0.007 memory: 6245 grad_norm: 6.3434 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4949 loss: 4.4949 2022/06/27 17:25:28 - mmengine - INFO - Epoch(train) [1][520/3757] lr: 1.000e-02 eta: 1 day, 7:06:25 time: 0.220 data_time: 0.007 memory: 6245 grad_norm: 6.7978 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7723 loss: 4.7723 2022/06/27 17:25:34 - mmengine - INFO - Epoch(train) [1][540/3757] lr: 1.000e-02 eta: 1 day, 6:56:52 time: 0.213 data_time: 0.009 memory: 6245 grad_norm: 6.6831 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3503 loss: 4.3503 2022/06/27 17:25:39 - mmengine - INFO - Epoch(train) [1][560/3757] lr: 1.000e-02 eta: 1 day, 6:51:43 time: 0.233 data_time: 0.006 memory: 6245 grad_norm: 6.4280 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4031 loss: 4.4031 2022/06/27 17:25:44 - mmengine - INFO - Epoch(train) [1][580/3757] lr: 1.000e-02 eta: 1 day, 6:45:12 time: 0.239 data_time: 0.036 memory: 6245 grad_norm: 6.4608 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.5655 loss: 4.5655 2022/06/27 17:25:49 - mmengine - INFO - Epoch(train) [1][600/3757] lr: 1.000e-02 eta: 1 day, 6:35:13 time: 0.225 data_time: 0.006 memory: 6245 grad_norm: 6.2957 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5134 loss: 4.5134 2022/06/27 17:25:55 - mmengine - INFO - Epoch(train) [1][620/3757] lr: 1.000e-02 eta: 1 day, 6:30:36 time: 0.240 data_time: 0.006 memory: 6245 grad_norm: 6.5527 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2274 loss: 4.2274 2022/06/27 17:26:00 - mmengine - INFO - Epoch(train) [1][640/3757] lr: 1.000e-02 eta: 1 day, 6:21:41 time: 0.227 data_time: 0.006 memory: 6245 grad_norm: 7.4979 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2688 loss: 4.2688 2022/06/27 17:26:05 - mmengine - INFO - Epoch(train) [1][660/3757] lr: 1.000e-02 eta: 1 day, 6:13:24 time: 0.218 data_time: 0.020 memory: 6245 grad_norm: 6.8031 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4878 loss: 4.4878 2022/06/27 17:26:10 - mmengine - INFO - Epoch(train) [1][680/3757] lr: 1.000e-02 eta: 1 day, 6:11:22 time: 0.215 data_time: 0.007 memory: 6245 grad_norm: 6.3833 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5564 loss: 4.5564 2022/06/27 17:26:16 - mmengine - INFO - Epoch(train) [1][700/3757] lr: 1.000e-02 eta: 1 day, 6:10:13 time: 0.215 data_time: 0.006 memory: 6245 grad_norm: 6.5059 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2580 loss: 4.2580 2022/06/27 17:26:21 - mmengine - INFO - Epoch(train) [1][720/3757] lr: 1.000e-02 eta: 1 day, 6:02:50 time: 0.214 data_time: 0.007 memory: 6245 grad_norm: 6.5232 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4438 loss: 4.4438 2022/06/27 17:26:27 - mmengine - INFO - Epoch(train) [1][740/3757] lr: 1.000e-02 eta: 1 day, 6:01:16 time: 0.260 data_time: 0.007 memory: 6245 grad_norm: 6.3044 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2351 loss: 4.2351 2022/06/27 17:26:32 - mmengine - INFO - Epoch(train) [1][760/3757] lr: 1.000e-02 eta: 1 day, 5:55:33 time: 0.216 data_time: 0.007 memory: 6245 grad_norm: 6.7878 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 4.3205 loss: 4.3205 2022/06/27 17:26:37 - mmengine - INFO - Epoch(train) [1][780/3757] lr: 1.000e-02 eta: 1 day, 5:52:11 time: 0.492 data_time: 0.021 memory: 6245 grad_norm: 6.7028 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4418 loss: 4.4418 2022/06/27 17:26:42 - mmengine - INFO - Epoch(train) [1][800/3757] lr: 1.000e-02 eta: 1 day, 5:47:01 time: 0.214 data_time: 0.006 memory: 6245 grad_norm: 6.2310 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.4126 loss: 4.4126 2022/06/27 17:26:47 - mmengine - INFO - Epoch(train) [1][820/3757] lr: 1.000e-02 eta: 1 day, 5:44:47 time: 0.216 data_time: 0.007 memory: 6245 grad_norm: 6.8992 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1693 loss: 4.1693 2022/06/27 17:26:52 - mmengine - INFO - Epoch(train) [1][840/3757] lr: 1.000e-02 eta: 1 day, 5:39:16 time: 0.215 data_time: 0.007 memory: 6245 grad_norm: 6.9007 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.3665 loss: 4.3665 2022/06/27 17:26:58 - mmengine - INFO - Epoch(train) [1][860/3757] lr: 1.000e-02 eta: 1 day, 5:40:33 time: 0.221 data_time: 0.007 memory: 6245 grad_norm: 7.0053 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1723 loss: 4.1723 2022/06/27 17:27:03 - mmengine - INFO - Epoch(train) [1][880/3757] lr: 1.000e-02 eta: 1 day, 5:32:20 time: 0.217 data_time: 0.011 memory: 6245 grad_norm: 6.9623 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0542 loss: 4.0542 2022/06/27 17:27:08 - mmengine - INFO - Epoch(train) [1][900/3757] lr: 1.000e-02 eta: 1 day, 5:31:12 time: 0.222 data_time: 0.007 memory: 6245 grad_norm: 6.3803 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0678 loss: 4.0678 2022/06/27 17:27:14 - mmengine - INFO - Epoch(train) [1][920/3757] lr: 1.000e-02 eta: 1 day, 5:27:49 time: 0.225 data_time: 0.006 memory: 6245 grad_norm: 6.9518 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4054 loss: 4.4054 2022/06/27 17:27:20 - mmengine - INFO - Epoch(train) [1][940/3757] lr: 1.000e-02 eta: 1 day, 5:31:29 time: 0.213 data_time: 0.010 memory: 6245 grad_norm: 6.8183 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3117 loss: 4.3117 2022/06/27 17:27:24 - mmengine - INFO - Epoch(train) [1][960/3757] lr: 1.000e-02 eta: 1 day, 5:23:46 time: 0.217 data_time: 0.013 memory: 6245 grad_norm: 6.6470 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1880 loss: 4.1880 2022/06/27 17:27:29 - mmengine - INFO - Epoch(train) [1][980/3757] lr: 1.000e-02 eta: 1 day, 5:17:07 time: 0.226 data_time: 0.010 memory: 6245 grad_norm: 6.6731 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0222 loss: 4.0222 2022/06/27 17:27:33 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 17:27:33 - mmengine - INFO - Epoch(train) [1][1000/3757] lr: 1.000e-02 eta: 1 day, 5:09:34 time: 0.220 data_time: 0.012 memory: 6245 grad_norm: 6.9579 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4535 loss: 4.4535 2022/06/27 17:27:38 - mmengine - INFO - Epoch(train) [1][1020/3757] lr: 1.000e-02 eta: 1 day, 5:05:54 time: 0.230 data_time: 0.006 memory: 6245 grad_norm: 5.9701 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9694 loss: 3.9694 2022/06/27 17:27:44 - mmengine - INFO - Epoch(train) [1][1040/3757] lr: 1.000e-02 eta: 1 day, 5:03:33 time: 0.445 data_time: 0.006 memory: 6245 grad_norm: 6.6222 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1579 loss: 4.1579 2022/06/27 17:27:49 - mmengine - INFO - Epoch(train) [1][1060/3757] lr: 1.000e-02 eta: 1 day, 5:01:24 time: 0.220 data_time: 0.014 memory: 6245 grad_norm: 7.3090 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2425 loss: 4.2425 2022/06/27 17:27:55 - mmengine - INFO - Epoch(train) [1][1080/3757] lr: 1.000e-02 eta: 1 day, 5:03:22 time: 0.218 data_time: 0.006 memory: 6245 grad_norm: 6.6668 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9740 loss: 3.9740 2022/06/27 17:28:00 - mmengine - INFO - Epoch(train) [1][1100/3757] lr: 1.000e-02 eta: 1 day, 5:02:22 time: 0.517 data_time: 0.007 memory: 6245 grad_norm: 6.3260 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8590 loss: 3.8590 2022/06/27 17:28:05 - mmengine - INFO - Epoch(train) [1][1120/3757] lr: 1.000e-02 eta: 1 day, 4:56:19 time: 0.228 data_time: 0.010 memory: 6245 grad_norm: 6.8085 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5342 loss: 4.5342 2022/06/27 17:28:11 - mmengine - INFO - Epoch(train) [1][1140/3757] lr: 1.000e-02 eta: 1 day, 4:58:24 time: 0.224 data_time: 0.010 memory: 6245 grad_norm: 6.6029 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.4636 loss: 4.4636 2022/06/27 17:28:16 - mmengine - INFO - Epoch(train) [1][1160/3757] lr: 1.000e-02 eta: 1 day, 4:56:49 time: 0.432 data_time: 0.009 memory: 6245 grad_norm: 6.8947 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2714 loss: 4.2714 2022/06/27 17:28:21 - mmengine - INFO - Epoch(train) [1][1180/3757] lr: 1.000e-02 eta: 1 day, 4:54:31 time: 0.226 data_time: 0.006 memory: 6245 grad_norm: 6.7765 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.1707 loss: 4.1707 2022/06/27 17:28:26 - mmengine - INFO - Epoch(train) [1][1200/3757] lr: 1.000e-02 eta: 1 day, 4:52:18 time: 0.224 data_time: 0.007 memory: 6245 grad_norm: 6.2889 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0486 loss: 4.0486 2022/06/27 17:28:32 - mmengine - INFO - Epoch(train) [1][1220/3757] lr: 1.000e-02 eta: 1 day, 4:52:14 time: 0.639 data_time: 0.011 memory: 6245 grad_norm: 7.0473 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0729 loss: 4.0729 2022/06/27 17:28:37 - mmengine - INFO - Epoch(train) [1][1240/3757] lr: 1.000e-02 eta: 1 day, 4:48:16 time: 0.219 data_time: 0.006 memory: 6245 grad_norm: 7.2555 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9811 loss: 3.9811 2022/06/27 17:28:42 - mmengine - INFO - Epoch(train) [1][1260/3757] lr: 1.000e-02 eta: 1 day, 4:46:29 time: 0.217 data_time: 0.007 memory: 6245 grad_norm: 6.7845 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0132 loss: 4.0132 2022/06/27 17:28:47 - mmengine - INFO - Epoch(train) [1][1280/3757] lr: 1.000e-02 eta: 1 day, 4:45:38 time: 0.355 data_time: 0.010 memory: 6245 grad_norm: 6.4922 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4245 loss: 4.4245 2022/06/27 17:28:52 - mmengine - INFO - Epoch(train) [1][1300/3757] lr: 1.000e-02 eta: 1 day, 4:44:25 time: 0.239 data_time: 0.007 memory: 6245 grad_norm: 7.1873 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5797 loss: 4.5797 2022/06/27 17:28:58 - mmengine - INFO - Epoch(train) [1][1320/3757] lr: 1.000e-02 eta: 1 day, 4:44:05 time: 0.225 data_time: 0.007 memory: 6245 grad_norm: 6.6503 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0516 loss: 4.0516 2022/06/27 17:29:03 - mmengine - INFO - Epoch(train) [1][1340/3757] lr: 1.000e-02 eta: 1 day, 4:41:20 time: 0.223 data_time: 0.006 memory: 6245 grad_norm: 6.6057 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.2210 loss: 4.2210 2022/06/27 17:29:09 - mmengine - INFO - Epoch(train) [1][1360/3757] lr: 1.000e-02 eta: 1 day, 4:42:14 time: 0.234 data_time: 0.007 memory: 6245 grad_norm: 6.4325 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3787 loss: 4.3787 2022/06/27 17:29:14 - mmengine - INFO - Epoch(train) [1][1380/3757] lr: 1.000e-02 eta: 1 day, 4:39:34 time: 0.227 data_time: 0.006 memory: 6245 grad_norm: 6.3283 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.6376 loss: 3.6376 2022/06/27 17:29:19 - mmengine - INFO - Epoch(train) [1][1400/3757] lr: 1.000e-02 eta: 1 day, 4:39:19 time: 0.215 data_time: 0.007 memory: 6245 grad_norm: 6.4688 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.9557 loss: 3.9557 2022/06/27 17:29:24 - mmengine - INFO - Epoch(train) [1][1420/3757] lr: 1.000e-02 eta: 1 day, 4:37:38 time: 0.224 data_time: 0.006 memory: 6245 grad_norm: 6.6035 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8539 loss: 3.8539 2022/06/27 17:29:30 - mmengine - INFO - Epoch(train) [1][1440/3757] lr: 1.000e-02 eta: 1 day, 4:37:20 time: 0.238 data_time: 0.006 memory: 6245 grad_norm: 6.2601 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2671 loss: 4.2671 2022/06/27 17:29:35 - mmengine - INFO - Epoch(train) [1][1460/3757] lr: 1.000e-02 eta: 1 day, 4:36:27 time: 0.223 data_time: 0.007 memory: 6245 grad_norm: 6.9407 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8478 loss: 3.8478 2022/06/27 17:29:40 - mmengine - INFO - Epoch(train) [1][1480/3757] lr: 1.000e-02 eta: 1 day, 4:35:40 time: 0.251 data_time: 0.007 memory: 6245 grad_norm: 6.7910 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1126 loss: 4.1126 2022/06/27 17:29:45 - mmengine - INFO - Epoch(train) [1][1500/3757] lr: 1.000e-02 eta: 1 day, 4:34:02 time: 0.235 data_time: 0.006 memory: 6245 grad_norm: 6.4774 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9375 loss: 3.9375 2022/06/27 17:29:51 - mmengine - INFO - Epoch(train) [1][1520/3757] lr: 1.000e-02 eta: 1 day, 4:34:31 time: 0.237 data_time: 0.006 memory: 6245 grad_norm: 7.2276 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.0049 loss: 4.0049 2022/06/27 17:29:56 - mmengine - INFO - Epoch(train) [1][1540/3757] lr: 1.000e-02 eta: 1 day, 4:32:03 time: 0.228 data_time: 0.007 memory: 6245 grad_norm: 6.7810 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8309 loss: 3.8309 2022/06/27 17:30:01 - mmengine - INFO - Epoch(train) [1][1560/3757] lr: 1.000e-02 eta: 1 day, 4:29:33 time: 0.242 data_time: 0.015 memory: 6245 grad_norm: 7.0261 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9100 loss: 3.9100 2022/06/27 17:30:06 - mmengine - INFO - Epoch(train) [1][1580/3757] lr: 1.000e-02 eta: 1 day, 4:29:17 time: 0.220 data_time: 0.007 memory: 6245 grad_norm: 6.9279 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1937 loss: 4.1937 2022/06/27 17:30:11 - mmengine - INFO - Epoch(train) [1][1600/3757] lr: 1.000e-02 eta: 1 day, 4:27:11 time: 0.242 data_time: 0.006 memory: 6245 grad_norm: 6.3578 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8190 loss: 3.8190 2022/06/27 17:30:17 - mmengine - INFO - Epoch(train) [1][1620/3757] lr: 1.000e-02 eta: 1 day, 4:27:03 time: 0.745 data_time: 0.018 memory: 6245 grad_norm: 7.1137 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8870 loss: 3.8870 2022/06/27 17:30:22 - mmengine - INFO - Epoch(train) [1][1640/3757] lr: 1.000e-02 eta: 1 day, 4:24:34 time: 0.213 data_time: 0.007 memory: 6245 grad_norm: 6.2825 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7032 loss: 3.7032 2022/06/27 17:30:28 - mmengine - INFO - Epoch(train) [1][1660/3757] lr: 1.000e-02 eta: 1 day, 4:27:28 time: 0.237 data_time: 0.006 memory: 6245 grad_norm: 6.1367 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.9427 loss: 3.9427 2022/06/27 17:30:34 - mmengine - INFO - Epoch(train) [1][1680/3757] lr: 1.000e-02 eta: 1 day, 4:28:11 time: 0.963 data_time: 0.016 memory: 6245 grad_norm: 7.0413 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5218 loss: 3.5218 2022/06/27 17:30:39 - mmengine - INFO - Epoch(train) [1][1700/3757] lr: 1.000e-02 eta: 1 day, 4:27:05 time: 0.214 data_time: 0.007 memory: 6245 grad_norm: 6.8135 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5709 loss: 3.5709 2022/06/27 17:30:43 - mmengine - INFO - Epoch(train) [1][1720/3757] lr: 1.000e-02 eta: 1 day, 4:23:45 time: 0.232 data_time: 0.006 memory: 6245 grad_norm: 5.9816 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6498 loss: 3.6498 2022/06/27 17:30:49 - mmengine - INFO - Epoch(train) [1][1740/3757] lr: 1.000e-02 eta: 1 day, 4:23:08 time: 0.429 data_time: 0.013 memory: 6245 grad_norm: 6.3100 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.8848 loss: 3.8848 2022/06/27 17:30:53 - mmengine - INFO - Epoch(train) [1][1760/3757] lr: 1.000e-02 eta: 1 day, 4:20:29 time: 0.219 data_time: 0.006 memory: 6245 grad_norm: 6.9928 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 4.0094 loss: 4.0094 2022/06/27 17:30:58 - mmengine - INFO - Epoch(train) [1][1780/3757] lr: 1.000e-02 eta: 1 day, 4:17:49 time: 0.228 data_time: 0.006 memory: 6245 grad_norm: 6.3502 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7718 loss: 3.7718 2022/06/27 17:31:04 - mmengine - INFO - Epoch(train) [1][1800/3757] lr: 1.000e-02 eta: 1 day, 4:18:25 time: 0.223 data_time: 0.007 memory: 6245 grad_norm: 6.3987 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5114 loss: 3.5114 2022/06/27 17:31:09 - mmengine - INFO - Epoch(train) [1][1820/3757] lr: 1.000e-02 eta: 1 day, 4:18:11 time: 0.229 data_time: 0.010 memory: 6245 grad_norm: 6.5010 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.7344 loss: 3.7344 2022/06/27 17:31:15 - mmengine - INFO - Epoch(train) [1][1840/3757] lr: 1.000e-02 eta: 1 day, 4:18:38 time: 0.487 data_time: 0.007 memory: 6245 grad_norm: 6.4587 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7629 loss: 3.7629 2022/06/27 17:31:21 - mmengine - INFO - Epoch(train) [1][1860/3757] lr: 1.000e-02 eta: 1 day, 4:19:23 time: 0.239 data_time: 0.007 memory: 6245 grad_norm: 6.2184 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0060 loss: 4.0060 2022/06/27 17:31:25 - mmengine - INFO - Epoch(train) [1][1880/3757] lr: 1.000e-02 eta: 1 day, 4:17:29 time: 0.222 data_time: 0.006 memory: 6245 grad_norm: 7.1993 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0483 loss: 4.0483 2022/06/27 17:31:31 - mmengine - INFO - Epoch(train) [1][1900/3757] lr: 1.000e-02 eta: 1 day, 4:16:50 time: 0.248 data_time: 0.007 memory: 6245 grad_norm: 6.6353 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8926 loss: 3.8926 2022/06/27 17:31:36 - mmengine - INFO - Epoch(train) [1][1920/3757] lr: 1.000e-02 eta: 1 day, 4:17:23 time: 0.226 data_time: 0.007 memory: 6245 grad_norm: 6.1607 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5983 loss: 3.5983 2022/06/27 17:31:41 - mmengine - INFO - Epoch(train) [1][1940/3757] lr: 1.000e-02 eta: 1 day, 4:16:12 time: 0.236 data_time: 0.006 memory: 6245 grad_norm: 6.3628 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7180 loss: 3.7180 2022/06/27 17:31:47 - mmengine - INFO - Epoch(train) [1][1960/3757] lr: 1.000e-02 eta: 1 day, 4:16:53 time: 0.379 data_time: 0.006 memory: 6245 grad_norm: 6.8751 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9922 loss: 3.9922 2022/06/27 17:31:52 - mmengine - INFO - Epoch(train) [1][1980/3757] lr: 1.000e-02 eta: 1 day, 4:15:31 time: 0.240 data_time: 0.006 memory: 6245 grad_norm: 6.9634 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3130 loss: 4.3130 2022/06/27 17:31:57 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 17:31:57 - mmengine - INFO - Epoch(train) [1][2000/3757] lr: 1.000e-02 eta: 1 day, 4:14:14 time: 0.248 data_time: 0.007 memory: 6245 grad_norm: 6.6524 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0381 loss: 4.0381 2022/06/27 17:32:03 - mmengine - INFO - Epoch(train) [1][2020/3757] lr: 1.000e-02 eta: 1 day, 4:14:02 time: 0.220 data_time: 0.007 memory: 6245 grad_norm: 6.5001 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6246 loss: 3.6246 2022/06/27 17:32:08 - mmengine - INFO - Epoch(train) [1][2040/3757] lr: 1.000e-02 eta: 1 day, 4:14:26 time: 0.241 data_time: 0.006 memory: 6245 grad_norm: 7.1183 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8254 loss: 3.8254 2022/06/27 17:32:13 - mmengine - INFO - Epoch(train) [1][2060/3757] lr: 1.000e-02 eta: 1 day, 4:13:15 time: 0.217 data_time: 0.006 memory: 6245 grad_norm: 6.1438 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3004 loss: 3.3004 2022/06/27 17:32:19 - mmengine - INFO - Epoch(train) [1][2080/3757] lr: 1.000e-02 eta: 1 day, 4:12:23 time: 0.454 data_time: 0.009 memory: 6245 grad_norm: 6.7897 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8971 loss: 3.8971 2022/06/27 17:32:24 - mmengine - INFO - Epoch(train) [1][2100/3757] lr: 1.000e-02 eta: 1 day, 4:12:21 time: 0.314 data_time: 0.007 memory: 6245 grad_norm: 6.3303 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8424 loss: 3.8424 2022/06/27 17:32:29 - mmengine - INFO - Epoch(train) [1][2120/3757] lr: 1.000e-02 eta: 1 day, 4:11:20 time: 0.215 data_time: 0.006 memory: 6245 grad_norm: 6.2597 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4440 loss: 3.4440 2022/06/27 17:32:35 - mmengine - INFO - Epoch(train) [1][2140/3757] lr: 1.000e-02 eta: 1 day, 4:11:16 time: 0.220 data_time: 0.006 memory: 6245 grad_norm: 6.6167 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4445 loss: 3.4445 2022/06/27 17:32:40 - mmengine - INFO - Epoch(train) [1][2160/3757] lr: 1.000e-02 eta: 1 day, 4:11:35 time: 0.948 data_time: 0.014 memory: 6245 grad_norm: 6.7841 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3838 loss: 3.3838 2022/06/27 17:32:45 - mmengine - INFO - Epoch(train) [1][2180/3757] lr: 1.000e-02 eta: 1 day, 4:09:24 time: 0.217 data_time: 0.006 memory: 6245 grad_norm: 6.4671 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5863 loss: 3.5863 2022/06/27 17:32:50 - mmengine - INFO - Epoch(train) [1][2200/3757] lr: 1.000e-02 eta: 1 day, 4:08:30 time: 0.220 data_time: 0.005 memory: 6245 grad_norm: 6.5460 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4137 loss: 3.4137 2022/06/27 17:32:55 - mmengine - INFO - Epoch(train) [1][2220/3757] lr: 1.000e-02 eta: 1 day, 4:08:40 time: 0.840 data_time: 0.012 memory: 6245 grad_norm: 6.9093 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4067 loss: 4.4067 2022/06/27 17:33:01 - mmengine - INFO - Epoch(train) [1][2240/3757] lr: 1.000e-02 eta: 1 day, 4:08:11 time: 0.221 data_time: 0.006 memory: 6245 grad_norm: 6.4311 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6569 loss: 3.6569 2022/06/27 17:33:06 - mmengine - INFO - Epoch(train) [1][2260/3757] lr: 1.000e-02 eta: 1 day, 4:06:39 time: 0.219 data_time: 0.007 memory: 6245 grad_norm: 6.9414 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9078 loss: 3.9078 2022/06/27 17:33:11 - mmengine - INFO - Epoch(train) [1][2280/3757] lr: 1.000e-02 eta: 1 day, 4:06:55 time: 0.475 data_time: 0.009 memory: 6245 grad_norm: 6.3213 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7318 loss: 3.7318 2022/06/27 17:33:16 - mmengine - INFO - Epoch(train) [1][2300/3757] lr: 1.000e-02 eta: 1 day, 4:05:34 time: 0.226 data_time: 0.020 memory: 6245 grad_norm: 6.8529 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8792 loss: 3.8792 2022/06/27 17:33:21 - mmengine - INFO - Epoch(train) [1][2320/3757] lr: 1.000e-02 eta: 1 day, 4:04:29 time: 0.229 data_time: 0.008 memory: 6245 grad_norm: 6.5882 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8516 loss: 3.8516 2022/06/27 17:33:27 - mmengine - INFO - Epoch(train) [1][2340/3757] lr: 1.000e-02 eta: 1 day, 4:04:39 time: 0.634 data_time: 0.007 memory: 6245 grad_norm: 6.4145 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.5614 loss: 3.5614 2022/06/27 17:33:32 - mmengine - INFO - Epoch(train) [1][2360/3757] lr: 1.000e-02 eta: 1 day, 4:03:23 time: 0.227 data_time: 0.007 memory: 6245 grad_norm: 6.6990 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0916 loss: 3.0916 2022/06/27 17:33:37 - mmengine - INFO - Epoch(train) [1][2380/3757] lr: 1.000e-02 eta: 1 day, 4:03:56 time: 0.233 data_time: 0.008 memory: 6245 grad_norm: 6.7971 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.8965 loss: 3.8965 2022/06/27 17:33:43 - mmengine - INFO - Epoch(train) [1][2400/3757] lr: 1.000e-02 eta: 1 day, 4:03:41 time: 0.703 data_time: 0.010 memory: 6245 grad_norm: 6.6177 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5087 loss: 3.5087 2022/06/27 17:33:48 - mmengine - INFO - Epoch(train) [1][2420/3757] lr: 1.000e-02 eta: 1 day, 4:03:07 time: 0.223 data_time: 0.006 memory: 6245 grad_norm: 7.0825 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6273 loss: 3.6273 2022/06/27 17:33:53 - mmengine - INFO - Epoch(train) [1][2440/3757] lr: 1.000e-02 eta: 1 day, 4:01:43 time: 0.215 data_time: 0.007 memory: 6245 grad_norm: 6.0016 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9414 loss: 3.9414 2022/06/27 17:33:58 - mmengine - INFO - Epoch(train) [1][2460/3757] lr: 1.000e-02 eta: 1 day, 4:01:59 time: 0.750 data_time: 0.009 memory: 6245 grad_norm: 6.3283 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6972 loss: 3.6972 2022/06/27 17:34:03 - mmengine - INFO - Epoch(train) [1][2480/3757] lr: 1.000e-02 eta: 1 day, 3:59:46 time: 0.217 data_time: 0.007 memory: 6245 grad_norm: 6.7226 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8457 loss: 3.8457 2022/06/27 17:34:08 - mmengine - INFO - Epoch(train) [1][2500/3757] lr: 1.000e-02 eta: 1 day, 3:59:45 time: 0.221 data_time: 0.006 memory: 6245 grad_norm: 6.4581 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7994 loss: 3.7994 2022/06/27 17:34:14 - mmengine - INFO - Epoch(train) [1][2520/3757] lr: 1.000e-02 eta: 1 day, 3:59:39 time: 0.804 data_time: 0.007 memory: 6245 grad_norm: 6.5307 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4115 loss: 3.4115 2022/06/27 17:34:19 - mmengine - INFO - Epoch(train) [1][2540/3757] lr: 1.000e-02 eta: 1 day, 3:59:25 time: 0.631 data_time: 0.007 memory: 6245 grad_norm: 6.8255 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7798 loss: 3.7798 2022/06/27 17:34:24 - mmengine - INFO - Epoch(train) [1][2560/3757] lr: 1.000e-02 eta: 1 day, 3:58:21 time: 0.216 data_time: 0.007 memory: 6245 grad_norm: 6.3122 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8499 loss: 3.8499 2022/06/27 17:34:30 - mmengine - INFO - Epoch(train) [1][2580/3757] lr: 1.000e-02 eta: 1 day, 3:59:09 time: 0.244 data_time: 0.006 memory: 6245 grad_norm: 6.1302 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3176 loss: 3.3176 2022/06/27 17:34:35 - mmengine - INFO - Epoch(train) [1][2600/3757] lr: 1.000e-02 eta: 1 day, 3:58:33 time: 0.415 data_time: 0.006 memory: 6245 grad_norm: 6.8804 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8030 loss: 3.8030 2022/06/27 17:34:40 - mmengine - INFO - Epoch(train) [1][2620/3757] lr: 1.000e-02 eta: 1 day, 3:57:50 time: 0.217 data_time: 0.006 memory: 6245 grad_norm: 6.6927 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0938 loss: 4.0938 2022/06/27 17:34:46 - mmengine - INFO - Epoch(train) [1][2640/3757] lr: 1.000e-02 eta: 1 day, 3:57:41 time: 0.231 data_time: 0.006 memory: 6245 grad_norm: 6.3019 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.8374 loss: 3.8374 2022/06/27 17:34:51 - mmengine - INFO - Epoch(train) [1][2660/3757] lr: 1.000e-02 eta: 1 day, 3:56:54 time: 0.451 data_time: 0.007 memory: 6245 grad_norm: 6.5135 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4951 loss: 3.4951 2022/06/27 17:34:56 - mmengine - INFO - Epoch(train) [1][2680/3757] lr: 1.000e-02 eta: 1 day, 3:55:37 time: 0.216 data_time: 0.007 memory: 6245 grad_norm: 6.2789 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7948 loss: 3.7948 2022/06/27 17:35:01 - mmengine - INFO - Epoch(train) [1][2700/3757] lr: 1.000e-02 eta: 1 day, 3:55:00 time: 0.220 data_time: 0.006 memory: 6245 grad_norm: 5.7876 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4840 loss: 3.4840 2022/06/27 17:35:07 - mmengine - INFO - Epoch(train) [1][2720/3757] lr: 1.000e-02 eta: 1 day, 3:55:48 time: 0.902 data_time: 0.017 memory: 6245 grad_norm: 7.3637 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7941 loss: 3.7941 2022/06/27 17:35:11 - mmengine - INFO - Epoch(train) [1][2740/3757] lr: 1.000e-02 eta: 1 day, 3:54:05 time: 0.212 data_time: 0.006 memory: 6245 grad_norm: 6.0596 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4863 loss: 3.4863 2022/06/27 17:35:16 - mmengine - INFO - Epoch(train) [1][2760/3757] lr: 1.000e-02 eta: 1 day, 3:53:27 time: 0.227 data_time: 0.006 memory: 6245 grad_norm: 6.9222 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4986 loss: 3.4986 2022/06/27 17:35:23 - mmengine - INFO - Epoch(train) [1][2780/3757] lr: 1.000e-02 eta: 1 day, 3:55:06 time: 0.238 data_time: 0.010 memory: 6245 grad_norm: 6.9645 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6851 loss: 3.6851 2022/06/27 17:35:27 - mmengine - INFO - Epoch(train) [1][2800/3757] lr: 1.000e-02 eta: 1 day, 3:54:01 time: 0.340 data_time: 0.006 memory: 6245 grad_norm: 6.8596 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8777 loss: 3.8777 2022/06/27 17:35:33 - mmengine - INFO - Epoch(train) [1][2820/3757] lr: 1.000e-02 eta: 1 day, 3:53:21 time: 0.230 data_time: 0.006 memory: 6245 grad_norm: 6.1111 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4953 loss: 3.4953 2022/06/27 17:35:38 - mmengine - INFO - Epoch(train) [1][2840/3757] lr: 1.000e-02 eta: 1 day, 3:53:26 time: 0.227 data_time: 0.007 memory: 6245 grad_norm: 6.5573 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6802 loss: 3.6802 2022/06/27 17:35:43 - mmengine - INFO - Epoch(train) [1][2860/3757] lr: 1.000e-02 eta: 1 day, 3:52:14 time: 0.241 data_time: 0.007 memory: 6245 grad_norm: 6.5682 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9208 loss: 3.9208 2022/06/27 17:35:49 - mmengine - INFO - Epoch(train) [1][2880/3757] lr: 1.000e-02 eta: 1 day, 3:53:23 time: 0.219 data_time: 0.006 memory: 6245 grad_norm: 6.0062 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6023 loss: 3.6023 2022/06/27 17:35:53 - mmengine - INFO - Epoch(train) [1][2900/3757] lr: 1.000e-02 eta: 1 day, 3:51:36 time: 0.229 data_time: 0.010 memory: 6245 grad_norm: 6.7607 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4498 loss: 3.4498 2022/06/27 17:35:59 - mmengine - INFO - Epoch(train) [1][2920/3757] lr: 1.000e-02 eta: 1 day, 3:50:42 time: 0.213 data_time: 0.009 memory: 6245 grad_norm: 6.3767 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4156 loss: 3.4156 2022/06/27 17:36:03 - mmengine - INFO - Epoch(train) [1][2940/3757] lr: 1.000e-02 eta: 1 day, 3:49:51 time: 0.221 data_time: 0.007 memory: 6245 grad_norm: 6.9063 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8106 loss: 3.8106 2022/06/27 17:36:09 - mmengine - INFO - Epoch(train) [1][2960/3757] lr: 1.000e-02 eta: 1 day, 3:49:49 time: 0.228 data_time: 0.007 memory: 6245 grad_norm: 6.4990 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2530 loss: 3.2530 2022/06/27 17:36:14 - mmengine - INFO - Epoch(train) [1][2980/3757] lr: 1.000e-02 eta: 1 day, 3:49:37 time: 0.227 data_time: 0.007 memory: 6245 grad_norm: 6.4372 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5498 loss: 3.5498 2022/06/27 17:36:20 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 17:36:20 - mmengine - INFO - Epoch(train) [1][3000/3757] lr: 1.000e-02 eta: 1 day, 3:49:27 time: 0.214 data_time: 0.008 memory: 6245 grad_norm: 6.2012 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8440 loss: 3.8440 2022/06/27 17:36:25 - mmengine - INFO - Epoch(train) [1][3020/3757] lr: 1.000e-02 eta: 1 day, 3:49:39 time: 0.228 data_time: 0.006 memory: 6245 grad_norm: 7.0270 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4861 loss: 3.4861 2022/06/27 17:36:30 - mmengine - INFO - Epoch(train) [1][3040/3757] lr: 1.000e-02 eta: 1 day, 3:49:11 time: 0.226 data_time: 0.008 memory: 6245 grad_norm: 7.0223 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.7886 loss: 3.7886 2022/06/27 17:36:35 - mmengine - INFO - Epoch(train) [1][3060/3757] lr: 1.000e-02 eta: 1 day, 3:48:27 time: 0.214 data_time: 0.007 memory: 6245 grad_norm: 5.8991 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4991 loss: 3.4991 2022/06/27 17:36:41 - mmengine - INFO - Epoch(train) [1][3080/3757] lr: 1.000e-02 eta: 1 day, 3:49:30 time: 0.223 data_time: 0.007 memory: 6245 grad_norm: 6.1594 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5499 loss: 3.5499 2022/06/27 17:36:46 - mmengine - INFO - Epoch(train) [1][3100/3757] lr: 1.000e-02 eta: 1 day, 3:48:46 time: 0.225 data_time: 0.007 memory: 6245 grad_norm: 6.4714 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1513 loss: 3.1513 2022/06/27 17:36:51 - mmengine - INFO - Epoch(train) [1][3120/3757] lr: 1.000e-02 eta: 1 day, 3:48:14 time: 0.219 data_time: 0.007 memory: 6245 grad_norm: 6.7149 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5406 loss: 3.5406 2022/06/27 17:36:57 - mmengine - INFO - Epoch(train) [1][3140/3757] lr: 1.000e-02 eta: 1 day, 3:47:57 time: 0.228 data_time: 0.006 memory: 6245 grad_norm: 6.4731 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7343 loss: 3.7343 2022/06/27 17:37:02 - mmengine - INFO - Epoch(train) [1][3160/3757] lr: 1.000e-02 eta: 1 day, 3:47:46 time: 0.219 data_time: 0.006 memory: 6245 grad_norm: 6.7654 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2483 loss: 3.2483 2022/06/27 17:37:07 - mmengine - INFO - Epoch(train) [1][3180/3757] lr: 1.000e-02 eta: 1 day, 3:47:38 time: 0.217 data_time: 0.006 memory: 6245 grad_norm: 6.6191 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6615 loss: 3.6615 2022/06/27 17:37:13 - mmengine - INFO - Epoch(train) [1][3200/3757] lr: 1.000e-02 eta: 1 day, 3:48:11 time: 0.230 data_time: 0.007 memory: 6245 grad_norm: 6.4171 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7907 loss: 3.7907 2022/06/27 17:37:19 - mmengine - INFO - Epoch(train) [1][3220/3757] lr: 1.000e-02 eta: 1 day, 3:48:30 time: 0.238 data_time: 0.006 memory: 6245 grad_norm: 6.3990 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4436 loss: 3.4436 2022/06/27 17:37:23 - mmengine - INFO - Epoch(train) [1][3240/3757] lr: 1.000e-02 eta: 1 day, 3:47:18 time: 0.225 data_time: 0.007 memory: 6245 grad_norm: 6.5824 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5511 loss: 3.5511 2022/06/27 17:37:29 - mmengine - INFO - Epoch(train) [1][3260/3757] lr: 1.000e-02 eta: 1 day, 3:47:53 time: 0.234 data_time: 0.006 memory: 6245 grad_norm: 7.0315 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3472 loss: 3.3472 2022/06/27 17:37:34 - mmengine - INFO - Epoch(train) [1][3280/3757] lr: 1.000e-02 eta: 1 day, 3:46:20 time: 0.233 data_time: 0.007 memory: 6245 grad_norm: 6.3282 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5654 loss: 3.5654 2022/06/27 17:37:39 - mmengine - INFO - Epoch(train) [1][3300/3757] lr: 1.000e-02 eta: 1 day, 3:46:36 time: 0.214 data_time: 0.007 memory: 6245 grad_norm: 6.8461 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2995 loss: 3.2995 2022/06/27 17:37:44 - mmengine - INFO - Epoch(train) [1][3320/3757] lr: 1.000e-02 eta: 1 day, 3:45:57 time: 0.230 data_time: 0.009 memory: 6245 grad_norm: 5.6618 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4433 loss: 3.4433 2022/06/27 17:37:50 - mmengine - INFO - Epoch(train) [1][3340/3757] lr: 1.000e-02 eta: 1 day, 3:45:53 time: 0.236 data_time: 0.012 memory: 6245 grad_norm: 6.2690 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3975 loss: 3.3975 2022/06/27 17:37:55 - mmengine - INFO - Epoch(train) [1][3360/3757] lr: 1.000e-02 eta: 1 day, 3:46:07 time: 0.214 data_time: 0.007 memory: 6245 grad_norm: 7.0945 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2400 loss: 3.2400 2022/06/27 17:38:00 - mmengine - INFO - Epoch(train) [1][3380/3757] lr: 1.000e-02 eta: 1 day, 3:45:03 time: 0.224 data_time: 0.010 memory: 6245 grad_norm: 5.7739 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2246 loss: 3.2246 2022/06/27 17:38:05 - mmengine - INFO - Epoch(train) [1][3400/3757] lr: 1.000e-02 eta: 1 day, 3:43:47 time: 0.218 data_time: 0.013 memory: 6245 grad_norm: 6.4941 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5617 loss: 3.5617 2022/06/27 17:38:10 - mmengine - INFO - Epoch(train) [1][3420/3757] lr: 1.000e-02 eta: 1 day, 3:43:43 time: 0.221 data_time: 0.018 memory: 6245 grad_norm: 6.6944 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4334 loss: 3.4334 2022/06/27 17:38:17 - mmengine - INFO - Epoch(train) [1][3440/3757] lr: 1.000e-02 eta: 1 day, 3:45:08 time: 0.220 data_time: 0.009 memory: 6245 grad_norm: 6.4224 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7833 loss: 2.7833 2022/06/27 17:38:21 - mmengine - INFO - Epoch(train) [1][3460/3757] lr: 1.000e-02 eta: 1 day, 3:44:04 time: 0.223 data_time: 0.018 memory: 6245 grad_norm: 6.3067 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4753 loss: 3.4753 2022/06/27 17:38:27 - mmengine - INFO - Epoch(train) [1][3480/3757] lr: 1.000e-02 eta: 1 day, 3:43:42 time: 0.233 data_time: 0.009 memory: 6245 grad_norm: 5.9747 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2533 loss: 3.2533 2022/06/27 17:38:32 - mmengine - INFO - Epoch(train) [1][3500/3757] lr: 1.000e-02 eta: 1 day, 3:43:17 time: 0.222 data_time: 0.007 memory: 6245 grad_norm: 6.3837 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.5844 loss: 3.5844 2022/06/27 17:38:37 - mmengine - INFO - Epoch(train) [1][3520/3757] lr: 1.000e-02 eta: 1 day, 3:42:36 time: 0.233 data_time: 0.035 memory: 6245 grad_norm: 7.0642 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6750 loss: 3.6750 2022/06/27 17:38:42 - mmengine - INFO - Epoch(train) [1][3540/3757] lr: 1.000e-02 eta: 1 day, 3:42:42 time: 0.222 data_time: 0.017 memory: 6245 grad_norm: 6.9519 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7543 loss: 3.7543 2022/06/27 17:38:47 - mmengine - INFO - Epoch(train) [1][3560/3757] lr: 1.000e-02 eta: 1 day, 3:42:03 time: 0.217 data_time: 0.013 memory: 6245 grad_norm: 7.0550 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3944 loss: 3.3944 2022/06/27 17:38:53 - mmengine - INFO - Epoch(train) [1][3580/3757] lr: 1.000e-02 eta: 1 day, 3:41:59 time: 0.228 data_time: 0.024 memory: 6245 grad_norm: 6.5058 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3485 loss: 3.3485 2022/06/27 17:38:58 - mmengine - INFO - Epoch(train) [1][3600/3757] lr: 1.000e-02 eta: 1 day, 3:42:29 time: 0.227 data_time: 0.019 memory: 6245 grad_norm: 6.5400 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4498 loss: 3.4498 2022/06/27 17:39:04 - mmengine - INFO - Epoch(train) [1][3620/3757] lr: 1.000e-02 eta: 1 day, 3:42:43 time: 0.221 data_time: 0.007 memory: 6245 grad_norm: 6.4871 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3348 loss: 3.3348 2022/06/27 17:39:09 - mmengine - INFO - Epoch(train) [1][3640/3757] lr: 1.000e-02 eta: 1 day, 3:42:42 time: 0.231 data_time: 0.013 memory: 6245 grad_norm: 6.6000 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5599 loss: 3.5599 2022/06/27 17:39:14 - mmengine - INFO - Epoch(train) [1][3660/3757] lr: 1.000e-02 eta: 1 day, 3:41:24 time: 0.217 data_time: 0.014 memory: 6245 grad_norm: 6.6995 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4582 loss: 3.4582 2022/06/27 17:39:19 - mmengine - INFO - Epoch(train) [1][3680/3757] lr: 1.000e-02 eta: 1 day, 3:40:21 time: 0.217 data_time: 0.006 memory: 6245 grad_norm: 6.4311 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8907 loss: 3.8907 2022/06/27 17:39:23 - mmengine - INFO - Epoch(train) [1][3700/3757] lr: 1.000e-02 eta: 1 day, 3:38:48 time: 0.227 data_time: 0.010 memory: 6245 grad_norm: 6.3980 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8598 loss: 3.8598 2022/06/27 17:39:29 - mmengine - INFO - Epoch(train) [1][3720/3757] lr: 1.000e-02 eta: 1 day, 3:39:04 time: 0.212 data_time: 0.009 memory: 6245 grad_norm: 6.6469 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3373 loss: 3.3373 2022/06/27 17:39:34 - mmengine - INFO - Epoch(train) [1][3740/3757] lr: 1.000e-02 eta: 1 day, 3:38:59 time: 0.219 data_time: 0.009 memory: 6245 grad_norm: 6.7705 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6633 loss: 3.6633 2022/06/27 17:40:19 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 17:40:30 - mmengine - INFO - Epoch(val) [1][20/310] eta: 0:01:27 time: 0.091 data_time: 0.005 memory: 42880 2022/06/27 17:40:35 - mmengine - INFO - Epoch(val) [1][40/310] eta: 0:01:14 time: 0.093 data_time: 0.005 memory: 1479 2022/06/27 17:40:39 - mmengine - INFO - Epoch(val) [1][60/310] eta: 0:00:23 time: 0.085 data_time: 0.004 memory: 1479 2022/06/27 17:40:45 - mmengine - INFO - Epoch(val) [1][80/310] eta: 0:01:04 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 17:40:51 - mmengine - INFO - Epoch(val) [1][100/310] eta: 0:01:02 time: 0.158 data_time: 0.077 memory: 1479 2022/06/27 17:40:55 - mmengine - INFO - Epoch(val) [1][120/310] eta: 0:00:20 time: 0.085 data_time: 0.004 memory: 1479 2022/06/27 17:41:01 - mmengine - INFO - Epoch(val) [1][140/310] eta: 0:00:52 time: 0.085 data_time: 0.005 memory: 1479 2022/06/27 17:41:07 - mmengine - INFO - Epoch(val) [1][160/310] eta: 0:00:46 time: 1.569 data_time: 1.471 memory: 1479 2022/06/27 17:41:12 - mmengine - INFO - Epoch(val) [1][180/310] eta: 0:00:40 time: 0.091 data_time: 0.004 memory: 1479 2022/06/27 17:41:18 - mmengine - INFO - Epoch(val) [1][200/310] eta: 0:00:33 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 17:41:23 - mmengine - INFO - Epoch(val) [1][220/310] eta: 0:00:26 time: 0.782 data_time: 0.688 memory: 1479 2022/06/27 17:41:27 - mmengine - INFO - Epoch(val) [1][240/310] eta: 0:00:20 time: 0.096 data_time: 0.008 memory: 1479 2022/06/27 17:41:33 - mmengine - INFO - Epoch(val) [1][260/310] eta: 0:00:16 time: 0.091 data_time: 0.004 memory: 1479 2022/06/27 17:41:39 - mmengine - INFO - Epoch(val) [1][280/310] eta: 0:00:09 time: 1.008 data_time: 0.908 memory: 1479 2022/06/27 17:41:43 - mmengine - INFO - Epoch(val) [1][300/310] eta: 0:00:02 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 17:41:55 - mmengine - INFO - Epoch(val) [1][310/310] acc/top1: 0.2903 acc/top5: 0.5679 acc/mean1: 0.2901 2022/06/27 17:42:04 - mmengine - INFO - Epoch(train) [2][20/3757] lr: 1.000e-02 eta: 1 day, 3:39:44 time: 0.216 data_time: 0.006 memory: 37698 grad_norm: 6.7743 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7116 loss: 3.7116 2022/06/27 17:42:10 - mmengine - INFO - Epoch(train) [2][40/3757] lr: 1.000e-02 eta: 1 day, 3:40:16 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.9842 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3401 loss: 3.3401 2022/06/27 17:42:15 - mmengine - INFO - Epoch(train) [2][60/3757] lr: 1.000e-02 eta: 1 day, 3:40:01 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.2045 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5519 loss: 3.5519 2022/06/27 17:42:20 - mmengine - INFO - Epoch(train) [2][80/3757] lr: 1.000e-02 eta: 1 day, 3:39:49 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 6.0061 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7951 loss: 3.7951 2022/06/27 17:42:25 - mmengine - INFO - Epoch(train) [2][100/3757] lr: 1.000e-02 eta: 1 day, 3:39:16 time: 0.223 data_time: 0.011 memory: 6238 grad_norm: 6.0571 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4298 loss: 3.4298 2022/06/27 17:42:30 - mmengine - INFO - Epoch(train) [2][120/3757] lr: 1.000e-02 eta: 1 day, 3:38:32 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 6.6117 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7216 loss: 3.7216 2022/06/27 17:42:36 - mmengine - INFO - Epoch(train) [2][140/3757] lr: 1.000e-02 eta: 1 day, 3:38:53 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.5071 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6399 loss: 3.6399 2022/06/27 17:42:41 - mmengine - INFO - Epoch(train) [2][160/3757] lr: 1.000e-02 eta: 1 day, 3:38:55 time: 0.217 data_time: 0.012 memory: 6238 grad_norm: 6.6726 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7373 loss: 3.7373 2022/06/27 17:42:46 - mmengine - INFO - Epoch(train) [2][180/3757] lr: 1.000e-02 eta: 1 day, 3:38:05 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 6.3748 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2417 loss: 3.2417 2022/06/27 17:42:52 - mmengine - INFO - Epoch(train) [2][200/3757] lr: 1.000e-02 eta: 1 day, 3:38:12 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.9571 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.6081 loss: 3.6081 2022/06/27 17:42:57 - mmengine - INFO - Epoch(train) [2][220/3757] lr: 1.000e-02 eta: 1 day, 3:38:34 time: 0.224 data_time: 0.009 memory: 6238 grad_norm: 6.3345 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3733 loss: 3.3733 2022/06/27 17:43:02 - mmengine - INFO - Epoch(train) [2][240/3757] lr: 1.000e-02 eta: 1 day, 3:37:54 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 6.9950 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2944 loss: 3.2944 2022/06/27 17:43:03 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 17:43:08 - mmengine - INFO - Epoch(train) [2][260/3757] lr: 1.000e-02 eta: 1 day, 3:38:08 time: 0.213 data_time: 0.006 memory: 6238 grad_norm: 6.7767 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.0932 loss: 3.0932 2022/06/27 17:43:13 - mmengine - INFO - Epoch(train) [2][280/3757] lr: 1.000e-02 eta: 1 day, 3:38:15 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.4193 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7455 loss: 3.7455 2022/06/27 17:43:18 - mmengine - INFO - Epoch(train) [2][300/3757] lr: 1.000e-02 eta: 1 day, 3:37:36 time: 0.331 data_time: 0.010 memory: 6238 grad_norm: 6.3665 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5635 loss: 3.5635 2022/06/27 17:43:24 - mmengine - INFO - Epoch(train) [2][320/3757] lr: 1.000e-02 eta: 1 day, 3:37:32 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.6174 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1445 loss: 3.1445 2022/06/27 17:43:29 - mmengine - INFO - Epoch(train) [2][340/3757] lr: 1.000e-02 eta: 1 day, 3:37:23 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 6.0810 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3228 loss: 3.3228 2022/06/27 17:43:34 - mmengine - INFO - Epoch(train) [2][360/3757] lr: 1.000e-02 eta: 1 day, 3:36:33 time: 0.220 data_time: 0.014 memory: 6238 grad_norm: 5.8931 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3668 loss: 3.3668 2022/06/27 17:43:39 - mmengine - INFO - Epoch(train) [2][380/3757] lr: 1.000e-02 eta: 1 day, 3:36:42 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 6.8222 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6924 loss: 2.6924 2022/06/27 17:43:45 - mmengine - INFO - Epoch(train) [2][400/3757] lr: 1.000e-02 eta: 1 day, 3:36:34 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 6.0473 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5146 loss: 3.5146 2022/06/27 17:43:50 - mmengine - INFO - Epoch(train) [2][420/3757] lr: 1.000e-02 eta: 1 day, 3:36:22 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.7267 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5839 loss: 3.5839 2022/06/27 17:43:55 - mmengine - INFO - Epoch(train) [2][440/3757] lr: 1.000e-02 eta: 1 day, 3:36:03 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 6.0796 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3060 loss: 3.3060 2022/06/27 17:44:01 - mmengine - INFO - Epoch(train) [2][460/3757] lr: 1.000e-02 eta: 1 day, 3:36:43 time: 0.224 data_time: 0.012 memory: 6238 grad_norm: 6.4797 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4361 loss: 3.4361 2022/06/27 17:44:06 - mmengine - INFO - Epoch(train) [2][480/3757] lr: 1.000e-02 eta: 1 day, 3:35:33 time: 0.214 data_time: 0.009 memory: 6238 grad_norm: 6.8100 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8761 loss: 2.8761 2022/06/27 17:44:11 - mmengine - INFO - Epoch(train) [2][500/3757] lr: 1.000e-02 eta: 1 day, 3:35:21 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 6.5993 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6641 loss: 3.6641 2022/06/27 17:44:16 - mmengine - INFO - Epoch(train) [2][520/3757] lr: 1.000e-02 eta: 1 day, 3:35:36 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.9290 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5350 loss: 3.5350 2022/06/27 17:44:22 - mmengine - INFO - Epoch(train) [2][540/3757] lr: 1.000e-02 eta: 1 day, 3:35:28 time: 0.219 data_time: 0.015 memory: 6238 grad_norm: 6.1989 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3600 loss: 3.3600 2022/06/27 17:44:27 - mmengine - INFO - Epoch(train) [2][560/3757] lr: 1.000e-02 eta: 1 day, 3:35:25 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 5.6665 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4130 loss: 3.4130 2022/06/27 17:44:33 - mmengine - INFO - Epoch(train) [2][580/3757] lr: 1.000e-02 eta: 1 day, 3:36:13 time: 0.256 data_time: 0.012 memory: 6238 grad_norm: 6.3267 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2883 loss: 3.2883 2022/06/27 17:44:38 - mmengine - INFO - Epoch(train) [2][600/3757] lr: 1.000e-02 eta: 1 day, 3:35:06 time: 0.222 data_time: 0.015 memory: 6238 grad_norm: 6.6393 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4480 loss: 3.4480 2022/06/27 17:44:44 - mmengine - INFO - Epoch(train) [2][620/3757] lr: 1.000e-02 eta: 1 day, 3:35:52 time: 0.219 data_time: 0.014 memory: 6238 grad_norm: 6.9139 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4186 loss: 3.4186 2022/06/27 17:44:48 - mmengine - INFO - Epoch(train) [2][640/3757] lr: 1.000e-02 eta: 1 day, 3:34:34 time: 0.230 data_time: 0.013 memory: 6238 grad_norm: 6.7470 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6718 loss: 3.6718 2022/06/27 17:44:53 - mmengine - INFO - Epoch(train) [2][660/3757] lr: 1.000e-02 eta: 1 day, 3:33:21 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 6.3053 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.8083 loss: 3.8083 2022/06/27 17:44:58 - mmengine - INFO - Epoch(train) [2][680/3757] lr: 1.000e-02 eta: 1 day, 3:33:00 time: 0.225 data_time: 0.019 memory: 6238 grad_norm: 5.4091 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2326 loss: 3.2326 2022/06/27 17:45:03 - mmengine - INFO - Epoch(train) [2][700/3757] lr: 1.000e-02 eta: 1 day, 3:33:06 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 6.7314 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5704 loss: 3.5704 2022/06/27 17:45:09 - mmengine - INFO - Epoch(train) [2][720/3757] lr: 1.000e-02 eta: 1 day, 3:33:04 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.1227 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4394 loss: 3.4394 2022/06/27 17:45:14 - mmengine - INFO - Epoch(train) [2][740/3757] lr: 1.000e-02 eta: 1 day, 3:32:45 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.2955 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4624 loss: 3.4624 2022/06/27 17:45:20 - mmengine - INFO - Epoch(train) [2][760/3757] lr: 1.000e-02 eta: 1 day, 3:33:43 time: 0.221 data_time: 0.014 memory: 6238 grad_norm: 6.5347 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1401 loss: 3.1401 2022/06/27 17:45:25 - mmengine - INFO - Epoch(train) [2][780/3757] lr: 1.000e-02 eta: 1 day, 3:32:45 time: 0.488 data_time: 0.006 memory: 6238 grad_norm: 6.7745 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2964 loss: 3.2964 2022/06/27 17:45:30 - mmengine - INFO - Epoch(train) [2][800/3757] lr: 1.000e-02 eta: 1 day, 3:32:27 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.1909 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3188 loss: 3.3188 2022/06/27 17:45:35 - mmengine - INFO - Epoch(train) [2][820/3757] lr: 1.000e-02 eta: 1 day, 3:32:33 time: 0.212 data_time: 0.008 memory: 6238 grad_norm: 6.1734 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2113 loss: 3.2113 2022/06/27 17:45:41 - mmengine - INFO - Epoch(train) [2][840/3757] lr: 1.000e-02 eta: 1 day, 3:32:44 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.2143 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4104 loss: 3.4104 2022/06/27 17:45:46 - mmengine - INFO - Epoch(train) [2][860/3757] lr: 1.000e-02 eta: 1 day, 3:32:30 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.4554 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1597 loss: 3.1597 2022/06/27 17:45:52 - mmengine - INFO - Epoch(train) [2][880/3757] lr: 1.000e-02 eta: 1 day, 3:32:28 time: 0.231 data_time: 0.010 memory: 6238 grad_norm: 5.7827 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0650 loss: 3.0650 2022/06/27 17:45:57 - mmengine - INFO - Epoch(train) [2][900/3757] lr: 1.000e-02 eta: 1 day, 3:32:34 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 6.1862 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2423 loss: 3.2423 2022/06/27 17:46:03 - mmengine - INFO - Epoch(train) [2][920/3757] lr: 1.000e-02 eta: 1 day, 3:32:37 time: 0.229 data_time: 0.018 memory: 6238 grad_norm: 6.8176 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2137 loss: 3.2137 2022/06/27 17:46:08 - mmengine - INFO - Epoch(train) [2][940/3757] lr: 1.000e-02 eta: 1 day, 3:32:17 time: 0.229 data_time: 0.010 memory: 6238 grad_norm: 6.3504 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6880 loss: 3.6880 2022/06/27 17:46:13 - mmengine - INFO - Epoch(train) [2][960/3757] lr: 1.000e-02 eta: 1 day, 3:32:29 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.8816 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1150 loss: 3.1150 2022/06/27 17:46:20 - mmengine - INFO - Epoch(train) [2][980/3757] lr: 1.000e-02 eta: 1 day, 3:33:57 time: 0.224 data_time: 0.014 memory: 6238 grad_norm: 6.7407 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0868 loss: 3.0868 2022/06/27 17:46:24 - mmengine - INFO - Epoch(train) [2][1000/3757] lr: 1.000e-02 eta: 1 day, 3:32:52 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 6.2305 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.9737 loss: 2.9737 2022/06/27 17:46:29 - mmengine - INFO - Epoch(train) [2][1020/3757] lr: 1.000e-02 eta: 1 day, 3:32:00 time: 0.225 data_time: 0.012 memory: 6238 grad_norm: 6.3939 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5100 loss: 3.5100 2022/06/27 17:46:35 - mmengine - INFO - Epoch(train) [2][1040/3757] lr: 1.000e-02 eta: 1 day, 3:32:00 time: 0.223 data_time: 0.017 memory: 6238 grad_norm: 6.4148 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1838 loss: 3.1838 2022/06/27 17:46:40 - mmengine - INFO - Epoch(train) [2][1060/3757] lr: 1.000e-02 eta: 1 day, 3:31:47 time: 0.230 data_time: 0.010 memory: 6238 grad_norm: 6.1154 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2614 loss: 3.2614 2022/06/27 17:46:45 - mmengine - INFO - Epoch(train) [2][1080/3757] lr: 1.000e-02 eta: 1 day, 3:31:31 time: 0.225 data_time: 0.013 memory: 6238 grad_norm: 6.3806 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2562 loss: 3.2562 2022/06/27 17:46:51 - mmengine - INFO - Epoch(train) [2][1100/3757] lr: 1.000e-02 eta: 1 day, 3:32:02 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.0935 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2958 loss: 3.2958 2022/06/27 17:46:56 - mmengine - INFO - Epoch(train) [2][1120/3757] lr: 1.000e-02 eta: 1 day, 3:31:09 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 6.1876 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9146 loss: 3.9146 2022/06/27 17:47:01 - mmengine - INFO - Epoch(train) [2][1140/3757] lr: 1.000e-02 eta: 1 day, 3:31:36 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 6.4625 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6181 loss: 3.6181 2022/06/27 17:47:06 - mmengine - INFO - Epoch(train) [2][1160/3757] lr: 1.000e-02 eta: 1 day, 3:31:19 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.9417 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1062 loss: 3.1062 2022/06/27 17:47:12 - mmengine - INFO - Epoch(train) [2][1180/3757] lr: 1.000e-02 eta: 1 day, 3:31:01 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 6.5158 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2798 loss: 3.2798 2022/06/27 17:47:17 - mmengine - INFO - Epoch(train) [2][1200/3757] lr: 1.000e-02 eta: 1 day, 3:31:10 time: 0.221 data_time: 0.017 memory: 6238 grad_norm: 6.4474 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4653 loss: 3.4653 2022/06/27 17:47:23 - mmengine - INFO - Epoch(train) [2][1220/3757] lr: 1.000e-02 eta: 1 day, 3:32:01 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.3557 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4149 loss: 3.4149 2022/06/27 17:47:28 - mmengine - INFO - Epoch(train) [2][1240/3757] lr: 1.000e-02 eta: 1 day, 3:30:46 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.1368 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3852 loss: 3.3852 2022/06/27 17:47:28 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 17:47:32 - mmengine - INFO - Epoch(train) [2][1260/3757] lr: 1.000e-02 eta: 1 day, 3:29:57 time: 0.222 data_time: 0.012 memory: 6238 grad_norm: 6.3030 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3219 loss: 3.3219 2022/06/27 17:47:38 - mmengine - INFO - Epoch(train) [2][1280/3757] lr: 1.000e-02 eta: 1 day, 3:29:44 time: 0.222 data_time: 0.012 memory: 6238 grad_norm: 6.4605 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7441 loss: 3.7441 2022/06/27 17:47:43 - mmengine - INFO - Epoch(train) [2][1300/3757] lr: 1.000e-02 eta: 1 day, 3:29:50 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 6.4331 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5500 loss: 3.5500 2022/06/27 17:47:48 - mmengine - INFO - Epoch(train) [2][1320/3757] lr: 1.000e-02 eta: 1 day, 3:28:58 time: 0.225 data_time: 0.012 memory: 6238 grad_norm: 6.5795 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3313 loss: 3.3313 2022/06/27 17:47:54 - mmengine - INFO - Epoch(train) [2][1340/3757] lr: 1.000e-02 eta: 1 day, 3:29:17 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 6.6520 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1288 loss: 3.1288 2022/06/27 17:48:00 - mmengine - INFO - Epoch(train) [2][1360/3757] lr: 1.000e-02 eta: 1 day, 3:30:10 time: 1.355 data_time: 0.006 memory: 6238 grad_norm: 6.4606 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5509 loss: 3.5509 2022/06/27 17:48:04 - mmengine - INFO - Epoch(train) [2][1380/3757] lr: 1.000e-02 eta: 1 day, 3:29:10 time: 0.216 data_time: 0.015 memory: 6238 grad_norm: 6.2617 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1170 loss: 3.1170 2022/06/27 17:48:09 - mmengine - INFO - Epoch(train) [2][1400/3757] lr: 1.000e-02 eta: 1 day, 3:28:27 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 6.6250 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4045 loss: 3.4045 2022/06/27 17:48:14 - mmengine - INFO - Epoch(train) [2][1420/3757] lr: 1.000e-02 eta: 1 day, 3:27:55 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6672 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3868 loss: 3.3868 2022/06/27 17:48:20 - mmengine - INFO - Epoch(train) [2][1440/3757] lr: 1.000e-02 eta: 1 day, 3:28:01 time: 0.223 data_time: 0.013 memory: 6238 grad_norm: 6.2018 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3924 loss: 3.3924 2022/06/27 17:48:25 - mmengine - INFO - Epoch(train) [2][1460/3757] lr: 1.000e-02 eta: 1 day, 3:28:09 time: 0.214 data_time: 0.009 memory: 6238 grad_norm: 7.1323 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4439 loss: 3.4439 2022/06/27 17:48:30 - mmengine - INFO - Epoch(train) [2][1480/3757] lr: 1.000e-02 eta: 1 day, 3:27:44 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.0926 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1068 loss: 3.1068 2022/06/27 17:48:36 - mmengine - INFO - Epoch(train) [2][1500/3757] lr: 1.000e-02 eta: 1 day, 3:28:10 time: 0.225 data_time: 0.015 memory: 6238 grad_norm: 5.7954 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5224 loss: 3.5224 2022/06/27 17:48:42 - mmengine - INFO - Epoch(train) [2][1520/3757] lr: 1.000e-02 eta: 1 day, 3:28:37 time: 0.232 data_time: 0.020 memory: 6238 grad_norm: 5.9895 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5168 loss: 3.5168 2022/06/27 17:48:46 - mmengine - INFO - Epoch(train) [2][1540/3757] lr: 1.000e-02 eta: 1 day, 3:27:46 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 6.8543 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2204 loss: 3.2204 2022/06/27 17:48:52 - mmengine - INFO - Epoch(train) [2][1560/3757] lr: 1.000e-02 eta: 1 day, 3:27:36 time: 0.232 data_time: 0.031 memory: 6238 grad_norm: 6.2219 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8728 loss: 2.8728 2022/06/27 17:48:57 - mmengine - INFO - Epoch(train) [2][1580/3757] lr: 1.000e-02 eta: 1 day, 3:27:47 time: 0.219 data_time: 0.013 memory: 6238 grad_norm: 5.9492 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7046 loss: 2.7046 2022/06/27 17:49:02 - mmengine - INFO - Epoch(train) [2][1600/3757] lr: 1.000e-02 eta: 1 day, 3:27:27 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 6.4620 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5509 loss: 3.5509 2022/06/27 17:49:07 - mmengine - INFO - Epoch(train) [2][1620/3757] lr: 1.000e-02 eta: 1 day, 3:26:48 time: 0.239 data_time: 0.037 memory: 6238 grad_norm: 6.1773 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9311 loss: 2.9311 2022/06/27 17:49:13 - mmengine - INFO - Epoch(train) [2][1640/3757] lr: 1.000e-02 eta: 1 day, 3:26:51 time: 0.357 data_time: 0.009 memory: 6238 grad_norm: 6.2723 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3197 loss: 3.3197 2022/06/27 17:49:18 - mmengine - INFO - Epoch(train) [2][1660/3757] lr: 1.000e-02 eta: 1 day, 3:26:52 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.8077 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3570 loss: 3.3570 2022/06/27 17:49:23 - mmengine - INFO - Epoch(train) [2][1680/3757] lr: 1.000e-02 eta: 1 day, 3:26:22 time: 0.222 data_time: 0.012 memory: 6238 grad_norm: 7.2278 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2162 loss: 3.2162 2022/06/27 17:49:29 - mmengine - INFO - Epoch(train) [2][1700/3757] lr: 1.000e-02 eta: 1 day, 3:26:41 time: 0.251 data_time: 0.007 memory: 6238 grad_norm: 5.5428 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9186 loss: 2.9186 2022/06/27 17:49:34 - mmengine - INFO - Epoch(train) [2][1720/3757] lr: 1.000e-02 eta: 1 day, 3:26:42 time: 0.298 data_time: 0.006 memory: 6238 grad_norm: 6.3105 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0371 loss: 3.0371 2022/06/27 17:49:39 - mmengine - INFO - Epoch(train) [2][1740/3757] lr: 1.000e-02 eta: 1 day, 3:26:30 time: 0.214 data_time: 0.017 memory: 6238 grad_norm: 6.5474 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4950 loss: 3.4950 2022/06/27 17:49:45 - mmengine - INFO - Epoch(train) [2][1760/3757] lr: 1.000e-02 eta: 1 day, 3:26:10 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.3035 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7696 loss: 2.7696 2022/06/27 17:49:50 - mmengine - INFO - Epoch(train) [2][1780/3757] lr: 1.000e-02 eta: 1 day, 3:26:22 time: 0.545 data_time: 0.006 memory: 6238 grad_norm: 6.4287 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2754 loss: 3.2754 2022/06/27 17:49:55 - mmengine - INFO - Epoch(train) [2][1800/3757] lr: 1.000e-02 eta: 1 day, 3:26:08 time: 0.254 data_time: 0.043 memory: 6238 grad_norm: 6.2867 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2167 loss: 3.2167 2022/06/27 17:50:01 - mmengine - INFO - Epoch(train) [2][1820/3757] lr: 1.000e-02 eta: 1 day, 3:26:01 time: 0.233 data_time: 0.011 memory: 6238 grad_norm: 6.2663 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1546 loss: 3.1546 2022/06/27 17:50:06 - mmengine - INFO - Epoch(train) [2][1840/3757] lr: 1.000e-02 eta: 1 day, 3:25:47 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.9628 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6980 loss: 3.6980 2022/06/27 17:50:11 - mmengine - INFO - Epoch(train) [2][1860/3757] lr: 1.000e-02 eta: 1 day, 3:25:49 time: 0.581 data_time: 0.380 memory: 6238 grad_norm: 6.3807 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8259 loss: 2.8259 2022/06/27 17:50:16 - mmengine - INFO - Epoch(train) [2][1880/3757] lr: 1.000e-02 eta: 1 day, 3:25:24 time: 0.247 data_time: 0.007 memory: 6238 grad_norm: 5.8248 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3290 loss: 3.3290 2022/06/27 17:50:22 - mmengine - INFO - Epoch(train) [2][1900/3757] lr: 1.000e-02 eta: 1 day, 3:25:27 time: 0.317 data_time: 0.007 memory: 6238 grad_norm: 6.0187 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0601 loss: 3.0601 2022/06/27 17:50:27 - mmengine - INFO - Epoch(train) [2][1920/3757] lr: 1.000e-02 eta: 1 day, 3:25:21 time: 0.238 data_time: 0.041 memory: 6238 grad_norm: 6.3848 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2558 loss: 3.2558 2022/06/27 17:50:32 - mmengine - INFO - Epoch(train) [2][1940/3757] lr: 1.000e-02 eta: 1 day, 3:25:11 time: 0.404 data_time: 0.007 memory: 6238 grad_norm: 6.3965 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3865 loss: 3.3865 2022/06/27 17:50:38 - mmengine - INFO - Epoch(train) [2][1960/3757] lr: 1.000e-02 eta: 1 day, 3:25:10 time: 0.373 data_time: 0.008 memory: 6238 grad_norm: 6.3358 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0717 loss: 3.0717 2022/06/27 17:50:43 - mmengine - INFO - Epoch(train) [2][1980/3757] lr: 1.000e-02 eta: 1 day, 3:25:05 time: 0.248 data_time: 0.048 memory: 6238 grad_norm: 6.0443 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8511 loss: 2.8511 2022/06/27 17:50:48 - mmengine - INFO - Epoch(train) [2][2000/3757] lr: 1.000e-02 eta: 1 day, 3:24:48 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.3896 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3764 loss: 3.3764 2022/06/27 17:50:54 - mmengine - INFO - Epoch(train) [2][2020/3757] lr: 1.000e-02 eta: 1 day, 3:24:38 time: 0.386 data_time: 0.007 memory: 6238 grad_norm: 5.9089 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2251 loss: 3.2251 2022/06/27 17:50:59 - mmengine - INFO - Epoch(train) [2][2040/3757] lr: 1.000e-02 eta: 1 day, 3:24:22 time: 0.359 data_time: 0.153 memory: 6238 grad_norm: 6.5275 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0369 loss: 3.0369 2022/06/27 17:51:04 - mmengine - INFO - Epoch(train) [2][2060/3757] lr: 1.000e-02 eta: 1 day, 3:24:13 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 6.0154 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1331 loss: 3.1331 2022/06/27 17:51:10 - mmengine - INFO - Epoch(train) [2][2080/3757] lr: 1.000e-02 eta: 1 day, 3:24:26 time: 0.517 data_time: 0.006 memory: 6238 grad_norm: 6.5788 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3371 loss: 3.3371 2022/06/27 17:51:15 - mmengine - INFO - Epoch(train) [2][2100/3757] lr: 1.000e-02 eta: 1 day, 3:23:59 time: 0.238 data_time: 0.041 memory: 6238 grad_norm: 6.6984 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4608 loss: 3.4608 2022/06/27 17:51:21 - mmengine - INFO - Epoch(train) [2][2120/3757] lr: 1.000e-02 eta: 1 day, 3:24:40 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.8710 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3196 loss: 3.3196 2022/06/27 17:51:25 - mmengine - INFO - Epoch(train) [2][2140/3757] lr: 1.000e-02 eta: 1 day, 3:23:51 time: 0.243 data_time: 0.007 memory: 6238 grad_norm: 6.2202 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0069 loss: 3.0069 2022/06/27 17:51:30 - mmengine - INFO - Epoch(train) [2][2160/3757] lr: 1.000e-02 eta: 1 day, 3:22:59 time: 0.223 data_time: 0.021 memory: 6238 grad_norm: 6.1937 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4900 loss: 3.4900 2022/06/27 17:51:36 - mmengine - INFO - Epoch(train) [2][2180/3757] lr: 1.000e-02 eta: 1 day, 3:23:05 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 5.8754 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2106 loss: 3.2106 2022/06/27 17:51:41 - mmengine - INFO - Epoch(train) [2][2200/3757] lr: 1.000e-02 eta: 1 day, 3:22:57 time: 0.439 data_time: 0.006 memory: 6238 grad_norm: 6.1029 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1648 loss: 3.1648 2022/06/27 17:51:46 - mmengine - INFO - Epoch(train) [2][2220/3757] lr: 1.000e-02 eta: 1 day, 3:22:46 time: 0.229 data_time: 0.025 memory: 6238 grad_norm: 6.5438 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9740 loss: 2.9740 2022/06/27 17:51:51 - mmengine - INFO - Epoch(train) [2][2240/3757] lr: 1.000e-02 eta: 1 day, 3:22:40 time: 0.222 data_time: 0.013 memory: 6238 grad_norm: 6.9867 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4247 loss: 3.4247 2022/06/27 17:51:52 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 17:51:56 - mmengine - INFO - Epoch(train) [2][2260/3757] lr: 1.000e-02 eta: 1 day, 3:22:22 time: 0.695 data_time: 0.007 memory: 6238 grad_norm: 5.9776 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1217 loss: 3.1217 2022/06/27 17:52:01 - mmengine - INFO - Epoch(train) [2][2280/3757] lr: 1.000e-02 eta: 1 day, 3:21:57 time: 0.221 data_time: 0.018 memory: 6238 grad_norm: 6.4487 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6989 loss: 3.6989 2022/06/27 17:52:07 - mmengine - INFO - Epoch(train) [2][2300/3757] lr: 1.000e-02 eta: 1 day, 3:21:49 time: 0.214 data_time: 0.012 memory: 6238 grad_norm: 6.4636 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.5165 loss: 3.5165 2022/06/27 17:52:12 - mmengine - INFO - Epoch(train) [2][2320/3757] lr: 1.000e-02 eta: 1 day, 3:21:48 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 6.1935 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2811 loss: 3.2811 2022/06/27 17:52:17 - mmengine - INFO - Epoch(train) [2][2340/3757] lr: 1.000e-02 eta: 1 day, 3:21:25 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 6.4246 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4514 loss: 3.4514 2022/06/27 17:52:23 - mmengine - INFO - Epoch(train) [2][2360/3757] lr: 1.000e-02 eta: 1 day, 3:21:28 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 5.7333 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9379 loss: 2.9379 2022/06/27 17:52:28 - mmengine - INFO - Epoch(train) [2][2380/3757] lr: 1.000e-02 eta: 1 day, 3:21:22 time: 0.464 data_time: 0.006 memory: 6238 grad_norm: 6.4275 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8307 loss: 2.8307 2022/06/27 17:52:34 - mmengine - INFO - Epoch(train) [2][2400/3757] lr: 1.000e-02 eta: 1 day, 3:21:41 time: 0.213 data_time: 0.012 memory: 6238 grad_norm: 6.0044 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4097 loss: 3.4097 2022/06/27 17:52:38 - mmengine - INFO - Epoch(train) [2][2420/3757] lr: 1.000e-02 eta: 1 day, 3:20:54 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.9416 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3904 loss: 3.3904 2022/06/27 17:52:44 - mmengine - INFO - Epoch(train) [2][2440/3757] lr: 1.000e-02 eta: 1 day, 3:21:00 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.9611 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4662 loss: 3.4662 2022/06/27 17:52:49 - mmengine - INFO - Epoch(train) [2][2460/3757] lr: 1.000e-02 eta: 1 day, 3:21:00 time: 0.269 data_time: 0.007 memory: 6238 grad_norm: 6.8723 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8496 loss: 2.8496 2022/06/27 17:52:55 - mmengine - INFO - Epoch(train) [2][2480/3757] lr: 1.000e-02 eta: 1 day, 3:20:51 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 7.2571 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2186 loss: 3.2186 2022/06/27 17:53:00 - mmengine - INFO - Epoch(train) [2][2500/3757] lr: 1.000e-02 eta: 1 day, 3:20:41 time: 0.215 data_time: 0.011 memory: 6238 grad_norm: 6.8545 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4073 loss: 3.4073 2022/06/27 17:53:05 - mmengine - INFO - Epoch(train) [2][2520/3757] lr: 1.000e-02 eta: 1 day, 3:20:42 time: 0.253 data_time: 0.007 memory: 6238 grad_norm: 5.9982 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0734 loss: 3.0734 2022/06/27 17:53:11 - mmengine - INFO - Epoch(train) [2][2540/3757] lr: 1.000e-02 eta: 1 day, 3:21:02 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 5.8524 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8750 loss: 2.8750 2022/06/27 17:53:16 - mmengine - INFO - Epoch(train) [2][2560/3757] lr: 1.000e-02 eta: 1 day, 3:20:38 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 6.0194 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 3.1811 loss: 3.1811 2022/06/27 17:53:21 - mmengine - INFO - Epoch(train) [2][2580/3757] lr: 1.000e-02 eta: 1 day, 3:20:13 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.8934 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2578 loss: 3.2578 2022/06/27 17:53:26 - mmengine - INFO - Epoch(train) [2][2600/3757] lr: 1.000e-02 eta: 1 day, 3:19:44 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 6.8552 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9877 loss: 2.9877 2022/06/27 17:53:31 - mmengine - INFO - Epoch(train) [2][2620/3757] lr: 1.000e-02 eta: 1 day, 3:19:35 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.4359 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3958 loss: 3.3958 2022/06/27 17:53:37 - mmengine - INFO - Epoch(train) [2][2640/3757] lr: 1.000e-02 eta: 1 day, 3:20:01 time: 0.211 data_time: 0.009 memory: 6238 grad_norm: 6.2687 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5564 loss: 3.5564 2022/06/27 17:53:42 - mmengine - INFO - Epoch(train) [2][2660/3757] lr: 1.000e-02 eta: 1 day, 3:19:58 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 6.0310 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7934 loss: 2.7934 2022/06/27 17:53:47 - mmengine - INFO - Epoch(train) [2][2680/3757] lr: 1.000e-02 eta: 1 day, 3:19:23 time: 0.221 data_time: 0.015 memory: 6238 grad_norm: 6.0869 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2815 loss: 3.2815 2022/06/27 17:53:53 - mmengine - INFO - Epoch(train) [2][2700/3757] lr: 1.000e-02 eta: 1 day, 3:19:27 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 6.2201 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9690 loss: 2.9690 2022/06/27 17:53:58 - mmengine - INFO - Epoch(train) [2][2720/3757] lr: 1.000e-02 eta: 1 day, 3:19:26 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 6.2579 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8988 loss: 2.8988 2022/06/27 17:54:03 - mmengine - INFO - Epoch(train) [2][2740/3757] lr: 1.000e-02 eta: 1 day, 3:19:02 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 6.4032 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.7981 loss: 2.7981 2022/06/27 17:54:08 - mmengine - INFO - Epoch(train) [2][2760/3757] lr: 1.000e-02 eta: 1 day, 3:18:56 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 7.2313 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9900 loss: 2.9900 2022/06/27 17:54:14 - mmengine - INFO - Epoch(train) [2][2780/3757] lr: 1.000e-02 eta: 1 day, 3:18:47 time: 0.214 data_time: 0.009 memory: 6238 grad_norm: 6.4542 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1943 loss: 3.1943 2022/06/27 17:54:19 - mmengine - INFO - Epoch(train) [2][2800/3757] lr: 1.000e-02 eta: 1 day, 3:18:21 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.8422 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4779 loss: 3.4779 2022/06/27 17:54:24 - mmengine - INFO - Epoch(train) [2][2820/3757] lr: 1.000e-02 eta: 1 day, 3:18:35 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.8659 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1540 loss: 3.1540 2022/06/27 17:54:30 - mmengine - INFO - Epoch(train) [2][2840/3757] lr: 1.000e-02 eta: 1 day, 3:18:34 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.4966 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0177 loss: 3.0177 2022/06/27 17:54:35 - mmengine - INFO - Epoch(train) [2][2860/3757] lr: 1.000e-02 eta: 1 day, 3:18:03 time: 0.235 data_time: 0.006 memory: 6238 grad_norm: 6.5974 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0043 loss: 3.0043 2022/06/27 17:54:40 - mmengine - INFO - Epoch(train) [2][2880/3757] lr: 1.000e-02 eta: 1 day, 3:18:17 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 6.6810 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7764 loss: 2.7764 2022/06/27 17:54:46 - mmengine - INFO - Epoch(train) [2][2900/3757] lr: 1.000e-02 eta: 1 day, 3:18:07 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 6.0288 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3302 loss: 3.3302 2022/06/27 17:54:51 - mmengine - INFO - Epoch(train) [2][2920/3757] lr: 1.000e-02 eta: 1 day, 3:17:50 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.9509 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0702 loss: 3.0702 2022/06/27 17:54:56 - mmengine - INFO - Epoch(train) [2][2940/3757] lr: 1.000e-02 eta: 1 day, 3:17:43 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.3061 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1722 loss: 3.1722 2022/06/27 17:55:01 - mmengine - INFO - Epoch(train) [2][2960/3757] lr: 1.000e-02 eta: 1 day, 3:17:44 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.9483 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3176 loss: 3.3176 2022/06/27 17:55:06 - mmengine - INFO - Epoch(train) [2][2980/3757] lr: 1.000e-02 eta: 1 day, 3:17:17 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.8447 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8226 loss: 2.8226 2022/06/27 17:55:12 - mmengine - INFO - Epoch(train) [2][3000/3757] lr: 1.000e-02 eta: 1 day, 3:17:10 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 6.2061 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6398 loss: 3.6398 2022/06/27 17:55:17 - mmengine - INFO - Epoch(train) [2][3020/3757] lr: 1.000e-02 eta: 1 day, 3:17:03 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 6.2237 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0703 loss: 3.0703 2022/06/27 17:55:22 - mmengine - INFO - Epoch(train) [2][3040/3757] lr: 1.000e-02 eta: 1 day, 3:16:55 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.6339 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8417 loss: 2.8417 2022/06/27 17:55:28 - mmengine - INFO - Epoch(train) [2][3060/3757] lr: 1.000e-02 eta: 1 day, 3:17:05 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 6.5739 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3088 loss: 3.3088 2022/06/27 17:55:33 - mmengine - INFO - Epoch(train) [2][3080/3757] lr: 1.000e-02 eta: 1 day, 3:17:05 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 6.0349 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.4700 loss: 3.4700 2022/06/27 17:55:38 - mmengine - INFO - Epoch(train) [2][3100/3757] lr: 1.000e-02 eta: 1 day, 3:16:48 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 6.2342 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1120 loss: 3.1120 2022/06/27 17:55:44 - mmengine - INFO - Epoch(train) [2][3120/3757] lr: 1.000e-02 eta: 1 day, 3:16:47 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 6.5103 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5671 loss: 3.5671 2022/06/27 17:55:49 - mmengine - INFO - Epoch(train) [2][3140/3757] lr: 1.000e-02 eta: 1 day, 3:16:28 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 6.8481 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1957 loss: 3.1957 2022/06/27 17:55:55 - mmengine - INFO - Epoch(train) [2][3160/3757] lr: 1.000e-02 eta: 1 day, 3:16:43 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.1745 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8994 loss: 2.8994 2022/06/27 17:56:00 - mmengine - INFO - Epoch(train) [2][3180/3757] lr: 1.000e-02 eta: 1 day, 3:16:47 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.5652 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3209 loss: 3.3209 2022/06/27 17:56:06 - mmengine - INFO - Epoch(train) [2][3200/3757] lr: 1.000e-02 eta: 1 day, 3:17:02 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.7758 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9552 loss: 2.9552 2022/06/27 17:56:11 - mmengine - INFO - Epoch(train) [2][3220/3757] lr: 1.000e-02 eta: 1 day, 3:16:36 time: 0.212 data_time: 0.007 memory: 6238 grad_norm: 6.2505 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2905 loss: 3.2905 2022/06/27 17:56:16 - mmengine - INFO - Epoch(train) [2][3240/3757] lr: 1.000e-02 eta: 1 day, 3:16:35 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 6.0862 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3905 loss: 3.3905 2022/06/27 17:56:17 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 17:56:22 - mmengine - INFO - Epoch(train) [2][3260/3757] lr: 1.000e-02 eta: 1 day, 3:16:52 time: 0.212 data_time: 0.010 memory: 6238 grad_norm: 6.0613 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0057 loss: 3.0057 2022/06/27 17:56:27 - mmengine - INFO - Epoch(train) [2][3280/3757] lr: 1.000e-02 eta: 1 day, 3:16:30 time: 0.214 data_time: 0.009 memory: 6238 grad_norm: 5.6337 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7015 loss: 3.7015 2022/06/27 17:56:32 - mmengine - INFO - Epoch(train) [2][3300/3757] lr: 1.000e-02 eta: 1 day, 3:16:31 time: 0.230 data_time: 0.009 memory: 6238 grad_norm: 6.1301 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2678 loss: 3.2678 2022/06/27 17:56:38 - mmengine - INFO - Epoch(train) [2][3320/3757] lr: 1.000e-02 eta: 1 day, 3:16:34 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 6.3283 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8304 loss: 2.8304 2022/06/27 17:56:43 - mmengine - INFO - Epoch(train) [2][3340/3757] lr: 1.000e-02 eta: 1 day, 3:16:17 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 6.3912 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0975 loss: 3.0975 2022/06/27 17:56:48 - mmengine - INFO - Epoch(train) [2][3360/3757] lr: 1.000e-02 eta: 1 day, 3:16:03 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.8345 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2817 loss: 3.2817 2022/06/27 17:56:54 - mmengine - INFO - Epoch(train) [2][3380/3757] lr: 1.000e-02 eta: 1 day, 3:16:15 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.8134 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1979 loss: 3.1979 2022/06/27 17:56:59 - mmengine - INFO - Epoch(train) [2][3400/3757] lr: 1.000e-02 eta: 1 day, 3:15:53 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.5438 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4641 loss: 3.4641 2022/06/27 17:57:05 - mmengine - INFO - Epoch(train) [2][3420/3757] lr: 1.000e-02 eta: 1 day, 3:16:10 time: 0.223 data_time: 0.012 memory: 6238 grad_norm: 6.0112 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8276 loss: 2.8276 2022/06/27 17:57:10 - mmengine - INFO - Epoch(train) [2][3440/3757] lr: 1.000e-02 eta: 1 day, 3:16:12 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 6.8717 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5334 loss: 3.5334 2022/06/27 17:57:15 - mmengine - INFO - Epoch(train) [2][3460/3757] lr: 1.000e-02 eta: 1 day, 3:15:57 time: 0.236 data_time: 0.040 memory: 6238 grad_norm: 6.3100 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0005 loss: 3.0005 2022/06/27 17:57:20 - mmengine - INFO - Epoch(train) [2][3480/3757] lr: 1.000e-02 eta: 1 day, 3:15:47 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.3710 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2717 loss: 3.2717 2022/06/27 17:57:26 - mmengine - INFO - Epoch(train) [2][3500/3757] lr: 1.000e-02 eta: 1 day, 3:15:45 time: 0.243 data_time: 0.038 memory: 6238 grad_norm: 6.0625 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1149 loss: 3.1149 2022/06/27 17:57:31 - mmengine - INFO - Epoch(train) [2][3520/3757] lr: 1.000e-02 eta: 1 day, 3:15:14 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.8666 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1456 loss: 3.1456 2022/06/27 17:57:36 - mmengine - INFO - Epoch(train) [2][3540/3757] lr: 1.000e-02 eta: 1 day, 3:14:57 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 5.5444 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5123 loss: 3.5123 2022/06/27 17:57:41 - mmengine - INFO - Epoch(train) [2][3560/3757] lr: 1.000e-02 eta: 1 day, 3:14:41 time: 0.219 data_time: 0.015 memory: 6238 grad_norm: 6.1228 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8759 loss: 2.8759 2022/06/27 17:57:46 - mmengine - INFO - Epoch(train) [2][3580/3757] lr: 1.000e-02 eta: 1 day, 3:14:52 time: 0.243 data_time: 0.006 memory: 6238 grad_norm: 5.8018 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2810 loss: 3.2810 2022/06/27 17:57:52 - mmengine - INFO - Epoch(train) [2][3600/3757] lr: 1.000e-02 eta: 1 day, 3:14:53 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.1877 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2330 loss: 3.2330 2022/06/27 17:57:58 - mmengine - INFO - Epoch(train) [2][3620/3757] lr: 1.000e-02 eta: 1 day, 3:15:05 time: 0.264 data_time: 0.058 memory: 6238 grad_norm: 5.9472 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3925 loss: 3.3925 2022/06/27 17:58:02 - mmengine - INFO - Epoch(train) [2][3640/3757] lr: 1.000e-02 eta: 1 day, 3:14:39 time: 0.252 data_time: 0.006 memory: 6238 grad_norm: 5.9235 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9616 loss: 2.9616 2022/06/27 17:58:07 - mmengine - INFO - Epoch(train) [2][3660/3757] lr: 1.000e-02 eta: 1 day, 3:14:16 time: 0.216 data_time: 0.013 memory: 6238 grad_norm: 6.4335 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7767 loss: 2.7767 2022/06/27 17:58:13 - mmengine - INFO - Epoch(train) [2][3680/3757] lr: 1.000e-02 eta: 1 day, 3:14:16 time: 0.226 data_time: 0.009 memory: 6238 grad_norm: 5.7710 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2591 loss: 3.2591 2022/06/27 17:58:18 - mmengine - INFO - Epoch(train) [2][3700/3757] lr: 1.000e-02 eta: 1 day, 3:13:59 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.3007 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0458 loss: 3.0458 2022/06/27 17:58:23 - mmengine - INFO - Epoch(train) [2][3720/3757] lr: 1.000e-02 eta: 1 day, 3:13:57 time: 0.222 data_time: 0.017 memory: 6238 grad_norm: 5.7746 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3815 loss: 3.3815 2022/06/27 17:58:28 - mmengine - INFO - Epoch(train) [2][3740/3757] lr: 1.000e-02 eta: 1 day, 3:13:32 time: 0.217 data_time: 0.009 memory: 6238 grad_norm: 6.2191 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1649 loss: 3.1649 2022/06/27 17:58:33 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 17:58:40 - mmengine - INFO - Epoch(val) [2][20/310] eta: 0:01:29 time: 0.092 data_time: 0.005 memory: 6238 2022/06/27 17:58:45 - mmengine - INFO - Epoch(val) [2][40/310] eta: 0:01:11 time: 0.090 data_time: 0.008 memory: 1479 2022/06/27 17:58:49 - mmengine - INFO - Epoch(val) [2][60/310] eta: 0:00:26 time: 0.097 data_time: 0.009 memory: 1479 2022/06/27 17:58:55 - mmengine - INFO - Epoch(val) [2][80/310] eta: 0:01:13 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 17:59:01 - mmengine - INFO - Epoch(val) [2][100/310] eta: 0:00:56 time: 0.157 data_time: 0.065 memory: 1479 2022/06/27 17:59:05 - mmengine - INFO - Epoch(val) [2][120/310] eta: 0:00:23 time: 0.094 data_time: 0.008 memory: 1479 2022/06/27 17:59:12 - mmengine - INFO - Epoch(val) [2][140/310] eta: 0:00:53 time: 0.091 data_time: 0.008 memory: 1479 2022/06/27 17:59:18 - mmengine - INFO - Epoch(val) [2][160/310] eta: 0:00:49 time: 1.383 data_time: 1.290 memory: 1479 2022/06/27 17:59:22 - mmengine - INFO - Epoch(val) [2][180/310] eta: 0:00:38 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 17:59:28 - mmengine - INFO - Epoch(val) [2][200/310] eta: 0:00:34 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 17:59:34 - mmengine - INFO - Epoch(val) [2][220/310] eta: 0:00:26 time: 0.170 data_time: 0.078 memory: 1479 2022/06/27 17:59:38 - mmengine - INFO - Epoch(val) [2][240/310] eta: 0:00:20 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 17:59:44 - mmengine - INFO - Epoch(val) [2][260/310] eta: 0:00:15 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 17:59:50 - mmengine - INFO - Epoch(val) [2][280/310] eta: 0:00:09 time: 0.331 data_time: 0.234 memory: 1479 2022/06/27 17:59:53 - mmengine - INFO - Epoch(val) [2][300/310] eta: 0:00:02 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 17:59:56 - mmengine - INFO - Epoch(val) [2][310/310] acc/top1: 0.3682 acc/top5: 0.6453 acc/mean1: 0.3681 2022/06/27 18:00:06 - mmengine - INFO - Epoch(train) [3][20/3757] lr: 1.000e-02 eta: 1 day, 3:15:55 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.5058 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8160 loss: 2.8160 2022/06/27 18:00:11 - mmengine - INFO - Epoch(train) [3][40/3757] lr: 1.000e-02 eta: 1 day, 3:15:33 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 6.5515 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4545 loss: 3.4545 2022/06/27 18:00:16 - mmengine - INFO - Epoch(train) [3][60/3757] lr: 1.000e-02 eta: 1 day, 3:15:00 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 6.1748 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4563 loss: 3.4563 2022/06/27 18:00:22 - mmengine - INFO - Epoch(train) [3][80/3757] lr: 1.000e-02 eta: 1 day, 3:15:06 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.3582 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0321 loss: 3.0321 2022/06/27 18:00:28 - mmengine - INFO - Epoch(train) [3][100/3757] lr: 1.000e-02 eta: 1 day, 3:15:32 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.0854 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6863 loss: 2.6863 2022/06/27 18:00:33 - mmengine - INFO - Epoch(train) [3][120/3757] lr: 1.000e-02 eta: 1 day, 3:15:11 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 6.3844 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8149 loss: 2.8149 2022/06/27 18:00:38 - mmengine - INFO - Epoch(train) [3][140/3757] lr: 1.000e-02 eta: 1 day, 3:15:18 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.5965 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8539 loss: 2.8539 2022/06/27 18:00:44 - mmengine - INFO - Epoch(train) [3][160/3757] lr: 1.000e-02 eta: 1 day, 3:15:35 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 5.6001 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8854 loss: 2.8854 2022/06/27 18:00:49 - mmengine - INFO - Epoch(train) [3][180/3757] lr: 1.000e-02 eta: 1 day, 3:15:03 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.3121 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1431 loss: 3.1431 2022/06/27 18:00:54 - mmengine - INFO - Epoch(train) [3][200/3757] lr: 1.000e-02 eta: 1 day, 3:15:06 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.3957 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1956 loss: 3.1956 2022/06/27 18:01:01 - mmengine - INFO - Epoch(train) [3][220/3757] lr: 1.000e-02 eta: 1 day, 3:15:50 time: 1.220 data_time: 0.006 memory: 6238 grad_norm: 6.1586 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1385 loss: 3.1385 2022/06/27 18:01:05 - mmengine - INFO - Epoch(train) [3][240/3757] lr: 1.000e-02 eta: 1 day, 3:15:03 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.6436 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3613 loss: 3.3613 2022/06/27 18:01:11 - mmengine - INFO - Epoch(train) [3][260/3757] lr: 1.000e-02 eta: 1 day, 3:15:02 time: 0.219 data_time: 0.009 memory: 6238 grad_norm: 6.3113 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9671 loss: 2.9671 2022/06/27 18:01:16 - mmengine - INFO - Epoch(train) [3][280/3757] lr: 1.000e-02 eta: 1 day, 3:15:13 time: 0.433 data_time: 0.006 memory: 6238 grad_norm: 6.3184 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1091 loss: 3.1091 2022/06/27 18:01:21 - mmengine - INFO - Epoch(train) [3][300/3757] lr: 1.000e-02 eta: 1 day, 3:14:56 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 6.0309 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0983 loss: 3.0983 2022/06/27 18:01:27 - mmengine - INFO - Epoch(train) [3][320/3757] lr: 1.000e-02 eta: 1 day, 3:15:09 time: 0.210 data_time: 0.007 memory: 6238 grad_norm: 5.8125 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0658 loss: 3.0658 2022/06/27 18:01:33 - mmengine - INFO - Epoch(train) [3][340/3757] lr: 1.000e-02 eta: 1 day, 3:15:05 time: 0.239 data_time: 0.006 memory: 6238 grad_norm: 6.3084 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3089 loss: 3.3089 2022/06/27 18:01:38 - mmengine - INFO - Epoch(train) [3][360/3757] lr: 1.000e-02 eta: 1 day, 3:14:50 time: 0.210 data_time: 0.013 memory: 6238 grad_norm: 5.6292 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1977 loss: 3.1977 2022/06/27 18:01:43 - mmengine - INFO - Epoch(train) [3][380/3757] lr: 1.000e-02 eta: 1 day, 3:14:42 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.4548 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1834 loss: 3.1834 2022/06/27 18:01:49 - mmengine - INFO - Epoch(train) [3][400/3757] lr: 1.000e-02 eta: 1 day, 3:14:49 time: 0.229 data_time: 0.009 memory: 6238 grad_norm: 6.2186 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.8457 loss: 2.8457 2022/06/27 18:01:54 - mmengine - INFO - Epoch(train) [3][420/3757] lr: 1.000e-02 eta: 1 day, 3:14:32 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 6.6394 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0277 loss: 3.0277 2022/06/27 18:01:59 - mmengine - INFO - Epoch(train) [3][440/3757] lr: 1.000e-02 eta: 1 day, 3:14:25 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6579 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0035 loss: 3.0035 2022/06/27 18:02:05 - mmengine - INFO - Epoch(train) [3][460/3757] lr: 1.000e-02 eta: 1 day, 3:14:51 time: 0.234 data_time: 0.010 memory: 6238 grad_norm: 6.1455 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1839 loss: 3.1839 2022/06/27 18:02:09 - mmengine - INFO - Epoch(train) [3][480/3757] lr: 1.000e-02 eta: 1 day, 3:14:08 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.4910 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7769 loss: 2.7769 2022/06/27 18:02:11 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:02:15 - mmengine - INFO - Epoch(train) [3][500/3757] lr: 1.000e-02 eta: 1 day, 3:14:17 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 7.3034 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6370 loss: 2.6370 2022/06/27 18:02:21 - mmengine - INFO - Epoch(train) [3][520/3757] lr: 1.000e-02 eta: 1 day, 3:14:41 time: 0.242 data_time: 0.007 memory: 6238 grad_norm: 6.5667 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1599 loss: 3.1599 2022/06/27 18:02:26 - mmengine - INFO - Epoch(train) [3][540/3757] lr: 1.000e-02 eta: 1 day, 3:14:18 time: 0.264 data_time: 0.012 memory: 6238 grad_norm: 6.1205 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9965 loss: 2.9965 2022/06/27 18:02:31 - mmengine - INFO - Epoch(train) [3][560/3757] lr: 1.000e-02 eta: 1 day, 3:13:53 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.5945 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0709 loss: 3.0709 2022/06/27 18:02:36 - mmengine - INFO - Epoch(train) [3][580/3757] lr: 1.000e-02 eta: 1 day, 3:13:58 time: 0.220 data_time: 0.018 memory: 6238 grad_norm: 6.0134 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0576 loss: 3.0576 2022/06/27 18:02:41 - mmengine - INFO - Epoch(train) [3][600/3757] lr: 1.000e-02 eta: 1 day, 3:13:31 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 6.3663 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8945 loss: 2.8945 2022/06/27 18:02:47 - mmengine - INFO - Epoch(train) [3][620/3757] lr: 1.000e-02 eta: 1 day, 3:13:23 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 6.2916 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4692 loss: 2.4692 2022/06/27 18:02:52 - mmengine - INFO - Epoch(train) [3][640/3757] lr: 1.000e-02 eta: 1 day, 3:13:43 time: 0.231 data_time: 0.028 memory: 6238 grad_norm: 5.9767 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.8295 loss: 2.8295 2022/06/27 18:02:58 - mmengine - INFO - Epoch(train) [3][660/3757] lr: 1.000e-02 eta: 1 day, 3:13:28 time: 0.221 data_time: 0.012 memory: 6238 grad_norm: 5.8772 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3235 loss: 3.3235 2022/06/27 18:03:03 - mmengine - INFO - Epoch(train) [3][680/3757] lr: 1.000e-02 eta: 1 day, 3:13:25 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.5879 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.5046 loss: 3.5046 2022/06/27 18:03:08 - mmengine - INFO - Epoch(train) [3][700/3757] lr: 1.000e-02 eta: 1 day, 3:12:45 time: 0.227 data_time: 0.019 memory: 6238 grad_norm: 5.9859 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8586 loss: 2.8586 2022/06/27 18:03:12 - mmengine - INFO - Epoch(train) [3][720/3757] lr: 1.000e-02 eta: 1 day, 3:12:02 time: 0.229 data_time: 0.014 memory: 6238 grad_norm: 6.4269 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9859 loss: 2.9859 2022/06/27 18:03:18 - mmengine - INFO - Epoch(train) [3][740/3757] lr: 1.000e-02 eta: 1 day, 3:12:13 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 6.0501 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2596 loss: 3.2596 2022/06/27 18:03:23 - mmengine - INFO - Epoch(train) [3][760/3757] lr: 1.000e-02 eta: 1 day, 3:11:59 time: 0.221 data_time: 0.015 memory: 6238 grad_norm: 5.8553 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3415 loss: 3.3415 2022/06/27 18:03:28 - mmengine - INFO - Epoch(train) [3][780/3757] lr: 1.000e-02 eta: 1 day, 3:11:29 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 6.3654 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8828 loss: 2.8828 2022/06/27 18:03:33 - mmengine - INFO - Epoch(train) [3][800/3757] lr: 1.000e-02 eta: 1 day, 3:11:37 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.8927 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9627 loss: 2.9627 2022/06/27 18:03:39 - mmengine - INFO - Epoch(train) [3][820/3757] lr: 1.000e-02 eta: 1 day, 3:11:54 time: 0.230 data_time: 0.010 memory: 6238 grad_norm: 5.8718 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1982 loss: 3.1982 2022/06/27 18:03:44 - mmengine - INFO - Epoch(train) [3][840/3757] lr: 1.000e-02 eta: 1 day, 3:11:35 time: 0.221 data_time: 0.009 memory: 6238 grad_norm: 5.8778 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2328 loss: 3.2328 2022/06/27 18:03:49 - mmengine - INFO - Epoch(train) [3][860/3757] lr: 1.000e-02 eta: 1 day, 3:11:12 time: 0.224 data_time: 0.008 memory: 6238 grad_norm: 6.4089 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0078 loss: 3.0078 2022/06/27 18:03:55 - mmengine - INFO - Epoch(train) [3][880/3757] lr: 1.000e-02 eta: 1 day, 3:11:17 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.3715 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9445 loss: 2.9445 2022/06/27 18:03:59 - mmengine - INFO - Epoch(train) [3][900/3757] lr: 1.000e-02 eta: 1 day, 3:10:48 time: 0.238 data_time: 0.010 memory: 6238 grad_norm: 6.4994 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6568 loss: 2.6568 2022/06/27 18:04:05 - mmengine - INFO - Epoch(train) [3][920/3757] lr: 1.000e-02 eta: 1 day, 3:10:48 time: 0.212 data_time: 0.007 memory: 6238 grad_norm: 6.5212 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1046 loss: 3.1046 2022/06/27 18:04:10 - mmengine - INFO - Epoch(train) [3][940/3757] lr: 1.000e-02 eta: 1 day, 3:10:45 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 6.1873 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1162 loss: 3.1162 2022/06/27 18:04:16 - mmengine - INFO - Epoch(train) [3][960/3757] lr: 1.000e-02 eta: 1 day, 3:10:37 time: 0.232 data_time: 0.010 memory: 6238 grad_norm: 6.2325 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8794 loss: 2.8794 2022/06/27 18:04:21 - mmengine - INFO - Epoch(train) [3][980/3757] lr: 1.000e-02 eta: 1 day, 3:10:53 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.8579 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4389 loss: 3.4389 2022/06/27 18:04:27 - mmengine - INFO - Epoch(train) [3][1000/3757] lr: 1.000e-02 eta: 1 day, 3:10:45 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.6915 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8460 loss: 2.8460 2022/06/27 18:04:32 - mmengine - INFO - Epoch(train) [3][1020/3757] lr: 1.000e-02 eta: 1 day, 3:10:43 time: 0.226 data_time: 0.005 memory: 6238 grad_norm: 6.3699 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8763 loss: 2.8763 2022/06/27 18:04:37 - mmengine - INFO - Epoch(train) [3][1040/3757] lr: 1.000e-02 eta: 1 day, 3:10:35 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.8944 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4239 loss: 3.4239 2022/06/27 18:04:43 - mmengine - INFO - Epoch(train) [3][1060/3757] lr: 1.000e-02 eta: 1 day, 3:10:46 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 6.1087 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8827 loss: 2.8827 2022/06/27 18:04:48 - mmengine - INFO - Epoch(train) [3][1080/3757] lr: 1.000e-02 eta: 1 day, 3:10:34 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 6.2224 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0387 loss: 3.0387 2022/06/27 18:04:53 - mmengine - INFO - Epoch(train) [3][1100/3757] lr: 1.000e-02 eta: 1 day, 3:10:26 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 6.5831 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1609 loss: 3.1609 2022/06/27 18:04:59 - mmengine - INFO - Epoch(train) [3][1120/3757] lr: 1.000e-02 eta: 1 day, 3:10:17 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.5786 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4089 loss: 3.4089 2022/06/27 18:05:04 - mmengine - INFO - Epoch(train) [3][1140/3757] lr: 1.000e-02 eta: 1 day, 3:10:29 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 6.3873 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9452 loss: 2.9452 2022/06/27 18:05:09 - mmengine - INFO - Epoch(train) [3][1160/3757] lr: 1.000e-02 eta: 1 day, 3:10:12 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.8285 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0682 loss: 3.0682 2022/06/27 18:05:15 - mmengine - INFO - Epoch(train) [3][1180/3757] lr: 1.000e-02 eta: 1 day, 3:10:24 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.9239 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.7584 loss: 2.7584 2022/06/27 18:05:20 - mmengine - INFO - Epoch(train) [3][1200/3757] lr: 1.000e-02 eta: 1 day, 3:10:03 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.8300 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1356 loss: 3.1356 2022/06/27 18:05:26 - mmengine - INFO - Epoch(train) [3][1220/3757] lr: 1.000e-02 eta: 1 day, 3:09:59 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 6.2778 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2979 loss: 3.2979 2022/06/27 18:05:31 - mmengine - INFO - Epoch(train) [3][1240/3757] lr: 1.000e-02 eta: 1 day, 3:10:00 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 6.6860 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8409 loss: 2.8409 2022/06/27 18:05:36 - mmengine - INFO - Epoch(train) [3][1260/3757] lr: 1.000e-02 eta: 1 day, 3:09:41 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.1064 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0918 loss: 3.0918 2022/06/27 18:05:41 - mmengine - INFO - Epoch(train) [3][1280/3757] lr: 1.000e-02 eta: 1 day, 3:09:38 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.7030 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3329 loss: 3.3329 2022/06/27 18:05:47 - mmengine - INFO - Epoch(train) [3][1300/3757] lr: 1.000e-02 eta: 1 day, 3:09:32 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.8950 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4098 loss: 3.4098 2022/06/27 18:05:52 - mmengine - INFO - Epoch(train) [3][1320/3757] lr: 1.000e-02 eta: 1 day, 3:09:20 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.4974 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8814 loss: 2.8814 2022/06/27 18:05:57 - mmengine - INFO - Epoch(train) [3][1340/3757] lr: 1.000e-02 eta: 1 day, 3:09:15 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 6.1055 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7284 loss: 2.7284 2022/06/27 18:06:03 - mmengine - INFO - Epoch(train) [3][1360/3757] lr: 1.000e-02 eta: 1 day, 3:09:08 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 6.5378 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9499 loss: 2.9499 2022/06/27 18:06:08 - mmengine - INFO - Epoch(train) [3][1380/3757] lr: 1.000e-02 eta: 1 day, 3:08:53 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.8242 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9051 loss: 2.9051 2022/06/27 18:06:13 - mmengine - INFO - Epoch(train) [3][1400/3757] lr: 1.000e-02 eta: 1 day, 3:08:59 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.0665 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5242 loss: 3.5242 2022/06/27 18:06:18 - mmengine - INFO - Epoch(train) [3][1420/3757] lr: 1.000e-02 eta: 1 day, 3:08:37 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.5920 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2740 loss: 3.2740 2022/06/27 18:06:24 - mmengine - INFO - Epoch(train) [3][1440/3757] lr: 1.000e-02 eta: 1 day, 3:08:40 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.1160 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9299 loss: 2.9299 2022/06/27 18:06:29 - mmengine - INFO - Epoch(train) [3][1460/3757] lr: 1.000e-02 eta: 1 day, 3:08:49 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 5.4061 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6645 loss: 2.6645 2022/06/27 18:06:34 - mmengine - INFO - Epoch(train) [3][1480/3757] lr: 1.000e-02 eta: 1 day, 3:08:29 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.8766 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9134 loss: 2.9134 2022/06/27 18:06:36 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:06:40 - mmengine - INFO - Epoch(train) [3][1500/3757] lr: 1.000e-02 eta: 1 day, 3:08:28 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 6.0223 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0674 loss: 3.0674 2022/06/27 18:06:45 - mmengine - INFO - Epoch(train) [3][1520/3757] lr: 1.000e-02 eta: 1 day, 3:08:11 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.6485 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7948 loss: 2.7948 2022/06/27 18:06:50 - mmengine - INFO - Epoch(train) [3][1540/3757] lr: 1.000e-02 eta: 1 day, 3:07:57 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.7130 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3711 loss: 3.3711 2022/06/27 18:06:55 - mmengine - INFO - Epoch(train) [3][1560/3757] lr: 1.000e-02 eta: 1 day, 3:07:54 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.9072 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1985 loss: 3.1985 2022/06/27 18:07:01 - mmengine - INFO - Epoch(train) [3][1580/3757] lr: 1.000e-02 eta: 1 day, 3:07:45 time: 0.329 data_time: 0.011 memory: 6238 grad_norm: 6.3246 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0761 loss: 3.0761 2022/06/27 18:07:06 - mmengine - INFO - Epoch(train) [3][1600/3757] lr: 1.000e-02 eta: 1 day, 3:07:43 time: 0.241 data_time: 0.007 memory: 6238 grad_norm: 6.0164 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2816 loss: 3.2816 2022/06/27 18:07:11 - mmengine - INFO - Epoch(train) [3][1620/3757] lr: 1.000e-02 eta: 1 day, 3:07:30 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.9031 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2031 loss: 3.2031 2022/06/27 18:07:16 - mmengine - INFO - Epoch(train) [3][1640/3757] lr: 1.000e-02 eta: 1 day, 3:07:26 time: 0.211 data_time: 0.010 memory: 6238 grad_norm: 5.7190 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9696 loss: 2.9696 2022/06/27 18:07:22 - mmengine - INFO - Epoch(train) [3][1660/3757] lr: 1.000e-02 eta: 1 day, 3:07:39 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.9157 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3676 loss: 3.3676 2022/06/27 18:07:27 - mmengine - INFO - Epoch(train) [3][1680/3757] lr: 1.000e-02 eta: 1 day, 3:07:05 time: 0.214 data_time: 0.012 memory: 6238 grad_norm: 6.4221 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1096 loss: 3.1096 2022/06/27 18:07:32 - mmengine - INFO - Epoch(train) [3][1700/3757] lr: 1.000e-02 eta: 1 day, 3:06:51 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 6.1259 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7665 loss: 2.7665 2022/06/27 18:07:37 - mmengine - INFO - Epoch(train) [3][1720/3757] lr: 1.000e-02 eta: 1 day, 3:06:41 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.8594 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1201 loss: 3.1201 2022/06/27 18:07:42 - mmengine - INFO - Epoch(train) [3][1740/3757] lr: 1.000e-02 eta: 1 day, 3:06:27 time: 0.213 data_time: 0.010 memory: 6238 grad_norm: 6.6963 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2739 loss: 3.2739 2022/06/27 18:07:47 - mmengine - INFO - Epoch(train) [3][1760/3757] lr: 1.000e-02 eta: 1 day, 3:06:11 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.1129 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9611 loss: 2.9611 2022/06/27 18:07:53 - mmengine - INFO - Epoch(train) [3][1780/3757] lr: 1.000e-02 eta: 1 day, 3:06:19 time: 0.582 data_time: 0.007 memory: 6238 grad_norm: 6.1315 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6747 loss: 2.6747 2022/06/27 18:07:58 - mmengine - INFO - Epoch(train) [3][1800/3757] lr: 1.000e-02 eta: 1 day, 3:05:59 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.4011 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9731 loss: 2.9731 2022/06/27 18:08:04 - mmengine - INFO - Epoch(train) [3][1820/3757] lr: 1.000e-02 eta: 1 day, 3:06:04 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.7847 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6621 loss: 2.6621 2022/06/27 18:08:09 - mmengine - INFO - Epoch(train) [3][1840/3757] lr: 1.000e-02 eta: 1 day, 3:05:45 time: 0.373 data_time: 0.007 memory: 6238 grad_norm: 6.0243 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2583 loss: 3.2583 2022/06/27 18:08:14 - mmengine - INFO - Epoch(train) [3][1860/3757] lr: 1.000e-02 eta: 1 day, 3:05:40 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 6.0785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9147 loss: 2.9147 2022/06/27 18:08:19 - mmengine - INFO - Epoch(train) [3][1880/3757] lr: 1.000e-02 eta: 1 day, 3:05:23 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.2158 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2410 loss: 3.2410 2022/06/27 18:08:24 - mmengine - INFO - Epoch(train) [3][1900/3757] lr: 1.000e-02 eta: 1 day, 3:05:23 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.9647 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6559 loss: 2.6559 2022/06/27 18:08:30 - mmengine - INFO - Epoch(train) [3][1920/3757] lr: 1.000e-02 eta: 1 day, 3:05:23 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.0758 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8754 loss: 2.8754 2022/06/27 18:08:35 - mmengine - INFO - Epoch(train) [3][1940/3757] lr: 1.000e-02 eta: 1 day, 3:05:15 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.7213 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7484 loss: 2.7484 2022/06/27 18:08:41 - mmengine - INFO - Epoch(train) [3][1960/3757] lr: 1.000e-02 eta: 1 day, 3:05:17 time: 0.289 data_time: 0.006 memory: 6238 grad_norm: 6.7624 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9972 loss: 2.9972 2022/06/27 18:08:46 - mmengine - INFO - Epoch(train) [3][1980/3757] lr: 1.000e-02 eta: 1 day, 3:05:13 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.4749 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4426 loss: 2.4426 2022/06/27 18:08:51 - mmengine - INFO - Epoch(train) [3][2000/3757] lr: 1.000e-02 eta: 1 day, 3:04:44 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.9587 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7834 loss: 2.7834 2022/06/27 18:08:56 - mmengine - INFO - Epoch(train) [3][2020/3757] lr: 1.000e-02 eta: 1 day, 3:04:28 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.5263 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0787 loss: 3.0787 2022/06/27 18:09:01 - mmengine - INFO - Epoch(train) [3][2040/3757] lr: 1.000e-02 eta: 1 day, 3:04:28 time: 0.516 data_time: 0.007 memory: 6238 grad_norm: 6.1650 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2106 loss: 3.2106 2022/06/27 18:09:06 - mmengine - INFO - Epoch(train) [3][2060/3757] lr: 1.000e-02 eta: 1 day, 3:04:01 time: 0.221 data_time: 0.012 memory: 6238 grad_norm: 6.0164 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9929 loss: 2.9929 2022/06/27 18:09:12 - mmengine - INFO - Epoch(train) [3][2080/3757] lr: 1.000e-02 eta: 1 day, 3:04:07 time: 0.236 data_time: 0.006 memory: 6238 grad_norm: 5.4654 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0241 loss: 3.0241 2022/06/27 18:09:17 - mmengine - INFO - Epoch(train) [3][2100/3757] lr: 1.000e-02 eta: 1 day, 3:04:04 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.0384 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8989 loss: 2.8989 2022/06/27 18:09:22 - mmengine - INFO - Epoch(train) [3][2120/3757] lr: 1.000e-02 eta: 1 day, 3:03:45 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.2065 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3226 loss: 3.3226 2022/06/27 18:09:27 - mmengine - INFO - Epoch(train) [3][2140/3757] lr: 1.000e-02 eta: 1 day, 3:03:43 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.5667 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9591 loss: 2.9591 2022/06/27 18:09:33 - mmengine - INFO - Epoch(train) [3][2160/3757] lr: 1.000e-02 eta: 1 day, 3:03:43 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 6.1059 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7422 loss: 2.7422 2022/06/27 18:09:38 - mmengine - INFO - Epoch(train) [3][2180/3757] lr: 1.000e-02 eta: 1 day, 3:03:44 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.6384 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9330 loss: 2.9330 2022/06/27 18:09:44 - mmengine - INFO - Epoch(train) [3][2200/3757] lr: 1.000e-02 eta: 1 day, 3:03:36 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 6.4017 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7421 loss: 2.7421 2022/06/27 18:09:49 - mmengine - INFO - Epoch(train) [3][2220/3757] lr: 1.000e-02 eta: 1 day, 3:03:43 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.5939 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7330 loss: 2.7330 2022/06/27 18:09:54 - mmengine - INFO - Epoch(train) [3][2240/3757] lr: 1.000e-02 eta: 1 day, 3:03:12 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 6.0383 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9052 loss: 2.9052 2022/06/27 18:09:59 - mmengine - INFO - Epoch(train) [3][2260/3757] lr: 1.000e-02 eta: 1 day, 3:03:07 time: 0.244 data_time: 0.007 memory: 6238 grad_norm: 6.7571 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8998 loss: 2.8998 2022/06/27 18:10:05 - mmengine - INFO - Epoch(train) [3][2280/3757] lr: 1.000e-02 eta: 1 day, 3:03:07 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.8057 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0711 loss: 3.0711 2022/06/27 18:10:10 - mmengine - INFO - Epoch(train) [3][2300/3757] lr: 1.000e-02 eta: 1 day, 3:03:14 time: 0.229 data_time: 0.010 memory: 6238 grad_norm: 6.0235 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9480 loss: 2.9480 2022/06/27 18:10:15 - mmengine - INFO - Epoch(train) [3][2320/3757] lr: 1.000e-02 eta: 1 day, 3:03:02 time: 0.265 data_time: 0.006 memory: 6238 grad_norm: 5.9735 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.4011 loss: 3.4011 2022/06/27 18:10:21 - mmengine - INFO - Epoch(train) [3][2340/3757] lr: 1.000e-02 eta: 1 day, 3:03:08 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.4924 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1608 loss: 3.1608 2022/06/27 18:10:26 - mmengine - INFO - Epoch(train) [3][2360/3757] lr: 1.000e-02 eta: 1 day, 3:02:54 time: 0.223 data_time: 0.018 memory: 6238 grad_norm: 5.8792 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6537 loss: 2.6537 2022/06/27 18:10:32 - mmengine - INFO - Epoch(train) [3][2380/3757] lr: 1.000e-02 eta: 1 day, 3:03:12 time: 0.236 data_time: 0.007 memory: 6238 grad_norm: 6.1831 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8246 loss: 2.8246 2022/06/27 18:10:37 - mmengine - INFO - Epoch(train) [3][2400/3757] lr: 1.000e-02 eta: 1 day, 3:03:03 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 5.6737 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6345 loss: 2.6345 2022/06/27 18:10:42 - mmengine - INFO - Epoch(train) [3][2420/3757] lr: 1.000e-02 eta: 1 day, 3:02:47 time: 0.234 data_time: 0.007 memory: 6238 grad_norm: 6.2946 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1742 loss: 3.1742 2022/06/27 18:10:48 - mmengine - INFO - Epoch(train) [3][2440/3757] lr: 1.000e-02 eta: 1 day, 3:02:43 time: 0.304 data_time: 0.007 memory: 6238 grad_norm: 5.6817 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6398 loss: 2.6398 2022/06/27 18:10:53 - mmengine - INFO - Epoch(train) [3][2460/3757] lr: 1.000e-02 eta: 1 day, 3:02:50 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.1517 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0279 loss: 3.0279 2022/06/27 18:10:58 - mmengine - INFO - Epoch(train) [3][2480/3757] lr: 1.000e-02 eta: 1 day, 3:02:36 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.8748 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7653 loss: 2.7653 2022/06/27 18:11:00 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:11:04 - mmengine - INFO - Epoch(train) [3][2500/3757] lr: 1.000e-02 eta: 1 day, 3:02:35 time: 0.462 data_time: 0.015 memory: 6238 grad_norm: 6.3609 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0313 loss: 3.0313 2022/06/27 18:11:09 - mmengine - INFO - Epoch(train) [3][2520/3757] lr: 1.000e-02 eta: 1 day, 3:02:13 time: 0.213 data_time: 0.010 memory: 6238 grad_norm: 6.0955 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9425 loss: 2.9425 2022/06/27 18:11:14 - mmengine - INFO - Epoch(train) [3][2540/3757] lr: 1.000e-02 eta: 1 day, 3:02:13 time: 0.215 data_time: 0.012 memory: 6238 grad_norm: 6.3060 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0015 loss: 3.0015 2022/06/27 18:11:20 - mmengine - INFO - Epoch(train) [3][2560/3757] lr: 1.000e-02 eta: 1 day, 3:02:08 time: 0.651 data_time: 0.006 memory: 6238 grad_norm: 5.9594 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0927 loss: 3.0927 2022/06/27 18:11:25 - mmengine - INFO - Epoch(train) [3][2580/3757] lr: 1.000e-02 eta: 1 day, 3:01:55 time: 0.222 data_time: 0.009 memory: 6238 grad_norm: 5.8899 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8731 loss: 2.8731 2022/06/27 18:11:30 - mmengine - INFO - Epoch(train) [3][2600/3757] lr: 1.000e-02 eta: 1 day, 3:01:47 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 6.4207 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7143 loss: 2.7143 2022/06/27 18:11:35 - mmengine - INFO - Epoch(train) [3][2620/3757] lr: 1.000e-02 eta: 1 day, 3:01:34 time: 0.481 data_time: 0.006 memory: 6238 grad_norm: 6.4619 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9977 loss: 2.9977 2022/06/27 18:11:40 - mmengine - INFO - Epoch(train) [3][2640/3757] lr: 1.000e-02 eta: 1 day, 3:01:15 time: 0.210 data_time: 0.009 memory: 6238 grad_norm: 6.0876 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6548 loss: 2.6548 2022/06/27 18:11:45 - mmengine - INFO - Epoch(train) [3][2660/3757] lr: 1.000e-02 eta: 1 day, 3:01:09 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.7101 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8193 loss: 2.8193 2022/06/27 18:11:50 - mmengine - INFO - Epoch(train) [3][2680/3757] lr: 1.000e-02 eta: 1 day, 3:00:57 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 5.7743 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6549 loss: 2.6549 2022/06/27 18:11:56 - mmengine - INFO - Epoch(train) [3][2700/3757] lr: 1.000e-02 eta: 1 day, 3:00:45 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.3163 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0279 loss: 3.0279 2022/06/27 18:12:01 - mmengine - INFO - Epoch(train) [3][2720/3757] lr: 1.000e-02 eta: 1 day, 3:00:58 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.6785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8050 loss: 2.8050 2022/06/27 18:12:06 - mmengine - INFO - Epoch(train) [3][2740/3757] lr: 1.000e-02 eta: 1 day, 3:00:33 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 6.3723 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0437 loss: 3.0437 2022/06/27 18:12:12 - mmengine - INFO - Epoch(train) [3][2760/3757] lr: 1.000e-02 eta: 1 day, 3:00:35 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.1865 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9903 loss: 2.9903 2022/06/27 18:12:17 - mmengine - INFO - Epoch(train) [3][2780/3757] lr: 1.000e-02 eta: 1 day, 3:00:22 time: 0.222 data_time: 0.013 memory: 6238 grad_norm: 6.0273 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0720 loss: 3.0720 2022/06/27 18:12:22 - mmengine - INFO - Epoch(train) [3][2800/3757] lr: 1.000e-02 eta: 1 day, 3:00:20 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 6.1729 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3244 loss: 3.3244 2022/06/27 18:12:28 - mmengine - INFO - Epoch(train) [3][2820/3757] lr: 1.000e-02 eta: 1 day, 3:00:23 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 6.0681 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0505 loss: 3.0505 2022/06/27 18:12:33 - mmengine - INFO - Epoch(train) [3][2840/3757] lr: 1.000e-02 eta: 1 day, 3:00:25 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.9339 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9940 loss: 2.9940 2022/06/27 18:12:38 - mmengine - INFO - Epoch(train) [3][2860/3757] lr: 1.000e-02 eta: 1 day, 2:59:53 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.1954 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6872 loss: 2.6872 2022/06/27 18:12:43 - mmengine - INFO - Epoch(train) [3][2880/3757] lr: 1.000e-02 eta: 1 day, 2:59:48 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.7071 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8183 loss: 2.8183 2022/06/27 18:12:48 - mmengine - INFO - Epoch(train) [3][2900/3757] lr: 1.000e-02 eta: 1 day, 2:59:38 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 6.1646 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1929 loss: 3.1929 2022/06/27 18:12:54 - mmengine - INFO - Epoch(train) [3][2920/3757] lr: 1.000e-02 eta: 1 day, 2:59:32 time: 0.236 data_time: 0.006 memory: 6238 grad_norm: 6.4935 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9062 loss: 2.9062 2022/06/27 18:12:59 - mmengine - INFO - Epoch(train) [3][2940/3757] lr: 1.000e-02 eta: 1 day, 2:59:37 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.8559 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9942 loss: 2.9942 2022/06/27 18:13:04 - mmengine - INFO - Epoch(train) [3][2960/3757] lr: 1.000e-02 eta: 1 day, 2:59:14 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.7311 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3233 loss: 2.3233 2022/06/27 18:13:10 - mmengine - INFO - Epoch(train) [3][2980/3757] lr: 1.000e-02 eta: 1 day, 2:59:11 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.5133 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0953 loss: 3.0953 2022/06/27 18:13:15 - mmengine - INFO - Epoch(train) [3][3000/3757] lr: 1.000e-02 eta: 1 day, 2:59:25 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 6.0157 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8898 loss: 2.8898 2022/06/27 18:13:20 - mmengine - INFO - Epoch(train) [3][3020/3757] lr: 1.000e-02 eta: 1 day, 2:59:02 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.7392 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9150 loss: 2.9150 2022/06/27 18:13:26 - mmengine - INFO - Epoch(train) [3][3040/3757] lr: 1.000e-02 eta: 1 day, 2:58:57 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.5139 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9569 loss: 2.9569 2022/06/27 18:13:32 - mmengine - INFO - Epoch(train) [3][3060/3757] lr: 1.000e-02 eta: 1 day, 2:59:17 time: 0.499 data_time: 0.007 memory: 6238 grad_norm: 5.7115 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7843 loss: 2.7843 2022/06/27 18:13:36 - mmengine - INFO - Epoch(train) [3][3080/3757] lr: 1.000e-02 eta: 1 day, 2:58:48 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.8354 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3809 loss: 3.3809 2022/06/27 18:13:42 - mmengine - INFO - Epoch(train) [3][3100/3757] lr: 1.000e-02 eta: 1 day, 2:58:44 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.5189 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7414 loss: 2.7414 2022/06/27 18:13:47 - mmengine - INFO - Epoch(train) [3][3120/3757] lr: 1.000e-02 eta: 1 day, 2:58:38 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.8322 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3380 loss: 3.3380 2022/06/27 18:13:52 - mmengine - INFO - Epoch(train) [3][3140/3757] lr: 1.000e-02 eta: 1 day, 2:58:36 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 6.3525 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7962 loss: 2.7962 2022/06/27 18:13:57 - mmengine - INFO - Epoch(train) [3][3160/3757] lr: 1.000e-02 eta: 1 day, 2:58:17 time: 0.221 data_time: 0.005 memory: 6238 grad_norm: 5.6742 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0888 loss: 3.0888 2022/06/27 18:14:03 - mmengine - INFO - Epoch(train) [3][3180/3757] lr: 1.000e-02 eta: 1 day, 2:58:17 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 6.2443 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2867 loss: 3.2867 2022/06/27 18:14:07 - mmengine - INFO - Epoch(train) [3][3200/3757] lr: 1.000e-02 eta: 1 day, 2:57:53 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 5.9007 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.4828 loss: 3.4828 2022/06/27 18:14:13 - mmengine - INFO - Epoch(train) [3][3220/3757] lr: 1.000e-02 eta: 1 day, 2:57:57 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.5808 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8895 loss: 2.8895 2022/06/27 18:14:18 - mmengine - INFO - Epoch(train) [3][3240/3757] lr: 1.000e-02 eta: 1 day, 2:57:42 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 6.3493 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0201 loss: 3.0201 2022/06/27 18:14:23 - mmengine - INFO - Epoch(train) [3][3260/3757] lr: 1.000e-02 eta: 1 day, 2:57:23 time: 0.237 data_time: 0.010 memory: 6238 grad_norm: 5.8838 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5002 loss: 2.5002 2022/06/27 18:14:28 - mmengine - INFO - Epoch(train) [3][3280/3757] lr: 1.000e-02 eta: 1 day, 2:57:12 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 6.1428 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8454 loss: 2.8454 2022/06/27 18:14:34 - mmengine - INFO - Epoch(train) [3][3300/3757] lr: 1.000e-02 eta: 1 day, 2:57:13 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.7727 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8732 loss: 2.8732 2022/06/27 18:14:38 - mmengine - INFO - Epoch(train) [3][3320/3757] lr: 1.000e-02 eta: 1 day, 2:56:42 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 6.1943 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0248 loss: 3.0248 2022/06/27 18:14:44 - mmengine - INFO - Epoch(train) [3][3340/3757] lr: 1.000e-02 eta: 1 day, 2:56:44 time: 0.228 data_time: 0.009 memory: 6238 grad_norm: 6.1944 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8772 loss: 2.8772 2022/06/27 18:14:49 - mmengine - INFO - Epoch(train) [3][3360/3757] lr: 1.000e-02 eta: 1 day, 2:56:29 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.2873 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3937 loss: 3.3937 2022/06/27 18:14:54 - mmengine - INFO - Epoch(train) [3][3380/3757] lr: 1.000e-02 eta: 1 day, 2:56:36 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.1765 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9935 loss: 2.9935 2022/06/27 18:15:00 - mmengine - INFO - Epoch(train) [3][3400/3757] lr: 1.000e-02 eta: 1 day, 2:56:25 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.7290 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7824 loss: 2.7824 2022/06/27 18:15:05 - mmengine - INFO - Epoch(train) [3][3420/3757] lr: 1.000e-02 eta: 1 day, 2:56:26 time: 0.225 data_time: 0.019 memory: 6238 grad_norm: 6.7694 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8019 loss: 2.8019 2022/06/27 18:15:10 - mmengine - INFO - Epoch(train) [3][3440/3757] lr: 1.000e-02 eta: 1 day, 2:56:05 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.7489 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0827 loss: 3.0827 2022/06/27 18:15:15 - mmengine - INFO - Epoch(train) [3][3460/3757] lr: 1.000e-02 eta: 1 day, 2:56:06 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.9995 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4350 loss: 2.4350 2022/06/27 18:15:21 - mmengine - INFO - Epoch(train) [3][3480/3757] lr: 1.000e-02 eta: 1 day, 2:55:57 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 6.2444 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9450 loss: 2.9450 2022/06/27 18:15:22 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:15:26 - mmengine - INFO - Epoch(train) [3][3500/3757] lr: 1.000e-02 eta: 1 day, 2:55:52 time: 0.665 data_time: 0.007 memory: 6238 grad_norm: 6.4799 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8477 loss: 2.8477 2022/06/27 18:15:32 - mmengine - INFO - Epoch(train) [3][3520/3757] lr: 1.000e-02 eta: 1 day, 2:55:54 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 6.1761 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6259 loss: 2.6259 2022/06/27 18:15:37 - mmengine - INFO - Epoch(train) [3][3540/3757] lr: 1.000e-02 eta: 1 day, 2:55:41 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.7769 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6589 loss: 2.6589 2022/06/27 18:15:41 - mmengine - INFO - Epoch(train) [3][3560/3757] lr: 1.000e-02 eta: 1 day, 2:55:16 time: 0.312 data_time: 0.006 memory: 6238 grad_norm: 5.4074 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1444 loss: 3.1444 2022/06/27 18:15:47 - mmengine - INFO - Epoch(train) [3][3580/3757] lr: 1.000e-02 eta: 1 day, 2:55:15 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.7501 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8162 loss: 2.8162 2022/06/27 18:15:53 - mmengine - INFO - Epoch(train) [3][3600/3757] lr: 1.000e-02 eta: 1 day, 2:55:31 time: 0.224 data_time: 0.014 memory: 6238 grad_norm: 6.1113 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9939 loss: 2.9939 2022/06/27 18:15:58 - mmengine - INFO - Epoch(train) [3][3620/3757] lr: 1.000e-02 eta: 1 day, 2:55:14 time: 0.226 data_time: 0.011 memory: 6238 grad_norm: 5.9097 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1633 loss: 3.1633 2022/06/27 18:16:03 - mmengine - INFO - Epoch(train) [3][3640/3757] lr: 1.000e-02 eta: 1 day, 2:55:01 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 5.9230 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9882 loss: 2.9882 2022/06/27 18:16:08 - mmengine - INFO - Epoch(train) [3][3660/3757] lr: 1.000e-02 eta: 1 day, 2:55:02 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.4697 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8009 loss: 2.8009 2022/06/27 18:16:14 - mmengine - INFO - Epoch(train) [3][3680/3757] lr: 1.000e-02 eta: 1 day, 2:55:01 time: 0.679 data_time: 0.007 memory: 6238 grad_norm: 5.8725 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9122 loss: 2.9122 2022/06/27 18:16:19 - mmengine - INFO - Epoch(train) [3][3700/3757] lr: 1.000e-02 eta: 1 day, 2:54:52 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.0581 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9928 loss: 2.9928 2022/06/27 18:16:24 - mmengine - INFO - Epoch(train) [3][3720/3757] lr: 1.000e-02 eta: 1 day, 2:54:38 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 6.4368 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9252 loss: 2.9252 2022/06/27 18:16:30 - mmengine - INFO - Epoch(train) [3][3740/3757] lr: 1.000e-02 eta: 1 day, 2:54:40 time: 0.551 data_time: 0.007 memory: 6238 grad_norm: 6.4329 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1212 loss: 3.1212 2022/06/27 18:16:33 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:16:40 - mmengine - INFO - Epoch(val) [3][20/310] eta: 0:01:28 time: 0.094 data_time: 0.013 memory: 6238 2022/06/27 18:16:46 - mmengine - INFO - Epoch(val) [3][40/310] eta: 0:01:15 time: 0.090 data_time: 0.009 memory: 1479 2022/06/27 18:16:50 - mmengine - INFO - Epoch(val) [3][60/310] eta: 0:00:22 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 18:16:56 - mmengine - INFO - Epoch(val) [3][80/310] eta: 0:01:12 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 18:17:02 - mmengine - INFO - Epoch(val) [3][100/310] eta: 0:01:02 time: 0.675 data_time: 0.589 memory: 1479 2022/06/27 18:17:06 - mmengine - INFO - Epoch(val) [3][120/310] eta: 0:00:27 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 18:17:13 - mmengine - INFO - Epoch(val) [3][140/310] eta: 0:00:55 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 18:17:19 - mmengine - INFO - Epoch(val) [3][160/310] eta: 0:00:48 time: 2.020 data_time: 1.923 memory: 1479 2022/06/27 18:17:23 - mmengine - INFO - Epoch(val) [3][180/310] eta: 0:00:41 time: 0.090 data_time: 0.004 memory: 1479 2022/06/27 18:17:29 - mmengine - INFO - Epoch(val) [3][200/310] eta: 0:00:34 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 18:17:35 - mmengine - INFO - Epoch(val) [3][220/310] eta: 0:00:26 time: 1.317 data_time: 1.225 memory: 1479 2022/06/27 18:17:39 - mmengine - INFO - Epoch(val) [3][240/310] eta: 0:00:21 time: 0.094 data_time: 0.008 memory: 1479 2022/06/27 18:17:45 - mmengine - INFO - Epoch(val) [3][260/310] eta: 0:00:15 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 18:17:51 - mmengine - INFO - Epoch(val) [3][280/310] eta: 0:00:09 time: 0.796 data_time: 0.702 memory: 1479 2022/06/27 18:17:54 - mmengine - INFO - Epoch(val) [3][300/310] eta: 0:00:02 time: 0.099 data_time: 0.007 memory: 1479 2022/06/27 18:17:57 - mmengine - INFO - Epoch(val) [3][310/310] acc/top1: 0.4044 acc/top5: 0.6837 acc/mean1: 0.4042 2022/06/27 18:18:05 - mmengine - INFO - Epoch(train) [4][20/3757] lr: 1.000e-02 eta: 1 day, 2:54:58 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.8395 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2120 loss: 3.2120 2022/06/27 18:18:11 - mmengine - INFO - Epoch(train) [4][40/3757] lr: 1.000e-02 eta: 1 day, 2:55:05 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.9599 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0123 loss: 3.0123 2022/06/27 18:18:16 - mmengine - INFO - Epoch(train) [4][60/3757] lr: 1.000e-02 eta: 1 day, 2:54:55 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.3722 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7805 loss: 2.7805 2022/06/27 18:18:22 - mmengine - INFO - Epoch(train) [4][80/3757] lr: 1.000e-02 eta: 1 day, 2:55:00 time: 0.211 data_time: 0.010 memory: 6238 grad_norm: 6.5007 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0623 loss: 3.0623 2022/06/27 18:18:27 - mmengine - INFO - Epoch(train) [4][100/3757] lr: 1.000e-02 eta: 1 day, 2:55:02 time: 0.233 data_time: 0.023 memory: 6238 grad_norm: 5.5665 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0976 loss: 3.0976 2022/06/27 18:18:33 - mmengine - INFO - Epoch(train) [4][120/3757] lr: 1.000e-02 eta: 1 day, 2:55:02 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 5.4216 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2524 loss: 3.2524 2022/06/27 18:18:38 - mmengine - INFO - Epoch(train) [4][140/3757] lr: 1.000e-02 eta: 1 day, 2:54:51 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.2312 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0562 loss: 3.0562 2022/06/27 18:18:44 - mmengine - INFO - Epoch(train) [4][160/3757] lr: 1.000e-02 eta: 1 day, 2:55:04 time: 0.231 data_time: 0.006 memory: 6238 grad_norm: 5.7910 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8957 loss: 2.8957 2022/06/27 18:18:49 - mmengine - INFO - Epoch(train) [4][180/3757] lr: 1.000e-02 eta: 1 day, 2:54:57 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.8118 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7192 loss: 2.7192 2022/06/27 18:18:54 - mmengine - INFO - Epoch(train) [4][200/3757] lr: 1.000e-02 eta: 1 day, 2:54:47 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 5.7549 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1421 loss: 3.1421 2022/06/27 18:19:00 - mmengine - INFO - Epoch(train) [4][220/3757] lr: 1.000e-02 eta: 1 day, 2:54:54 time: 0.246 data_time: 0.006 memory: 6238 grad_norm: 5.8019 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3831 loss: 3.3831 2022/06/27 18:19:05 - mmengine - INFO - Epoch(train) [4][240/3757] lr: 1.000e-02 eta: 1 day, 2:54:39 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 6.0876 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6179 loss: 2.6179 2022/06/27 18:19:11 - mmengine - INFO - Epoch(train) [4][260/3757] lr: 1.000e-02 eta: 1 day, 2:54:45 time: 0.220 data_time: 0.005 memory: 6238 grad_norm: 5.8758 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1369 loss: 3.1369 2022/06/27 18:19:17 - mmengine - INFO - Epoch(train) [4][280/3757] lr: 1.000e-02 eta: 1 day, 2:54:51 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 5.4950 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7311 loss: 2.7311 2022/06/27 18:19:21 - mmengine - INFO - Epoch(train) [4][300/3757] lr: 1.000e-02 eta: 1 day, 2:54:25 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.0640 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8917 loss: 2.8917 2022/06/27 18:19:27 - mmengine - INFO - Epoch(train) [4][320/3757] lr: 1.000e-02 eta: 1 day, 2:54:21 time: 0.217 data_time: 0.015 memory: 6238 grad_norm: 6.1004 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7785 loss: 2.7785 2022/06/27 18:19:33 - mmengine - INFO - Epoch(train) [4][340/3757] lr: 1.000e-02 eta: 1 day, 2:54:37 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 5.9487 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8131 loss: 2.8131 2022/06/27 18:19:37 - mmengine - INFO - Epoch(train) [4][360/3757] lr: 1.000e-02 eta: 1 day, 2:54:19 time: 0.217 data_time: 0.009 memory: 6238 grad_norm: 5.7364 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9000 loss: 2.9000 2022/06/27 18:19:43 - mmengine - INFO - Epoch(train) [4][380/3757] lr: 1.000e-02 eta: 1 day, 2:54:13 time: 0.225 data_time: 0.023 memory: 6238 grad_norm: 6.0535 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4543 loss: 2.4543 2022/06/27 18:19:48 - mmengine - INFO - Epoch(train) [4][400/3757] lr: 1.000e-02 eta: 1 day, 2:53:51 time: 0.211 data_time: 0.010 memory: 6238 grad_norm: 5.6434 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7622 loss: 2.7622 2022/06/27 18:19:53 - mmengine - INFO - Epoch(train) [4][420/3757] lr: 1.000e-02 eta: 1 day, 2:53:42 time: 0.222 data_time: 0.013 memory: 6238 grad_norm: 5.7704 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5344 loss: 2.5344 2022/06/27 18:19:58 - mmengine - INFO - Epoch(train) [4][440/3757] lr: 1.000e-02 eta: 1 day, 2:53:36 time: 0.227 data_time: 0.021 memory: 6238 grad_norm: 6.5209 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5323 loss: 2.5323 2022/06/27 18:20:04 - mmengine - INFO - Epoch(train) [4][460/3757] lr: 1.000e-02 eta: 1 day, 2:53:54 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 6.1844 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7212 loss: 2.7212 2022/06/27 18:20:09 - mmengine - INFO - Epoch(train) [4][480/3757] lr: 1.000e-02 eta: 1 day, 2:53:43 time: 0.223 data_time: 0.013 memory: 6238 grad_norm: 6.7443 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7448 loss: 2.7448 2022/06/27 18:20:15 - mmengine - INFO - Epoch(train) [4][500/3757] lr: 1.000e-02 eta: 1 day, 2:53:38 time: 0.238 data_time: 0.024 memory: 6238 grad_norm: 5.7559 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7994 loss: 2.7994 2022/06/27 18:20:20 - mmengine - INFO - Epoch(train) [4][520/3757] lr: 1.000e-02 eta: 1 day, 2:53:27 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 6.1608 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5573 loss: 2.5573 2022/06/27 18:20:25 - mmengine - INFO - Epoch(train) [4][540/3757] lr: 1.000e-02 eta: 1 day, 2:53:07 time: 0.230 data_time: 0.020 memory: 6238 grad_norm: 6.2378 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8149 loss: 2.8149 2022/06/27 18:20:30 - mmengine - INFO - Epoch(train) [4][560/3757] lr: 1.000e-02 eta: 1 day, 2:53:17 time: 0.216 data_time: 0.012 memory: 6238 grad_norm: 5.7771 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6149 loss: 2.6149 2022/06/27 18:20:36 - mmengine - INFO - Epoch(train) [4][580/3757] lr: 1.000e-02 eta: 1 day, 2:53:19 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 6.2090 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4638 loss: 2.4638 2022/06/27 18:20:40 - mmengine - INFO - Epoch(train) [4][600/3757] lr: 1.000e-02 eta: 1 day, 2:52:46 time: 0.223 data_time: 0.016 memory: 6238 grad_norm: 5.9912 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4207 loss: 3.4207 2022/06/27 18:20:46 - mmengine - INFO - Epoch(train) [4][620/3757] lr: 1.000e-02 eta: 1 day, 2:52:45 time: 0.217 data_time: 0.009 memory: 6238 grad_norm: 6.0860 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9143 loss: 2.9143 2022/06/27 18:20:52 - mmengine - INFO - Epoch(train) [4][640/3757] lr: 1.000e-02 eta: 1 day, 2:52:51 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.9495 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6324 loss: 2.6324 2022/06/27 18:20:57 - mmengine - INFO - Epoch(train) [4][660/3757] lr: 1.000e-02 eta: 1 day, 2:52:36 time: 0.224 data_time: 0.011 memory: 6238 grad_norm: 5.3421 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8321 loss: 2.8321 2022/06/27 18:21:02 - mmengine - INFO - Epoch(train) [4][680/3757] lr: 1.000e-02 eta: 1 day, 2:52:50 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 6.2199 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2141 loss: 3.2141 2022/06/27 18:21:08 - mmengine - INFO - Epoch(train) [4][700/3757] lr: 1.000e-02 eta: 1 day, 2:52:54 time: 0.678 data_time: 0.007 memory: 6238 grad_norm: 5.8223 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6928 loss: 2.6928 2022/06/27 18:21:13 - mmengine - INFO - Epoch(train) [4][720/3757] lr: 1.000e-02 eta: 1 day, 2:52:41 time: 0.221 data_time: 0.019 memory: 6238 grad_norm: 5.6658 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0240 loss: 3.0240 2022/06/27 18:21:15 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:21:18 - mmengine - INFO - Epoch(train) [4][740/3757] lr: 1.000e-02 eta: 1 day, 2:52:27 time: 0.225 data_time: 0.013 memory: 6238 grad_norm: 6.3399 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7191 loss: 2.7191 2022/06/27 18:21:24 - mmengine - INFO - Epoch(train) [4][760/3757] lr: 1.000e-02 eta: 1 day, 2:52:27 time: 0.521 data_time: 0.007 memory: 6238 grad_norm: 5.5757 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3834 loss: 2.3834 2022/06/27 18:21:29 - mmengine - INFO - Epoch(train) [4][780/3757] lr: 1.000e-02 eta: 1 day, 2:52:16 time: 0.219 data_time: 0.021 memory: 6238 grad_norm: 6.0244 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0271 loss: 3.0271 2022/06/27 18:21:34 - mmengine - INFO - Epoch(train) [4][800/3757] lr: 1.000e-02 eta: 1 day, 2:52:17 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.2102 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7127 loss: 2.7127 2022/06/27 18:21:40 - mmengine - INFO - Epoch(train) [4][820/3757] lr: 1.000e-02 eta: 1 day, 2:52:11 time: 0.485 data_time: 0.008 memory: 6238 grad_norm: 6.5997 top1_acc: 0.0000 top5_acc: 0.8750 loss_cls: 2.1022 loss: 2.1022 2022/06/27 18:21:45 - mmengine - INFO - Epoch(train) [4][840/3757] lr: 1.000e-02 eta: 1 day, 2:51:58 time: 0.235 data_time: 0.030 memory: 6238 grad_norm: 5.9785 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9564 loss: 2.9564 2022/06/27 18:21:50 - mmengine - INFO - Epoch(train) [4][860/3757] lr: 1.000e-02 eta: 1 day, 2:51:59 time: 0.228 data_time: 0.009 memory: 6238 grad_norm: 6.4365 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5227 loss: 2.5227 2022/06/27 18:21:56 - mmengine - INFO - Epoch(train) [4][880/3757] lr: 1.000e-02 eta: 1 day, 2:52:14 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.9266 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7069 loss: 2.7069 2022/06/27 18:22:01 - mmengine - INFO - Epoch(train) [4][900/3757] lr: 1.000e-02 eta: 1 day, 2:51:43 time: 0.220 data_time: 0.014 memory: 6238 grad_norm: 5.8207 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7501 loss: 2.7501 2022/06/27 18:22:06 - mmengine - INFO - Epoch(train) [4][920/3757] lr: 1.000e-02 eta: 1 day, 2:51:36 time: 0.340 data_time: 0.009 memory: 6238 grad_norm: 5.8914 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7896 loss: 2.7896 2022/06/27 18:22:11 - mmengine - INFO - Epoch(train) [4][940/3757] lr: 1.000e-02 eta: 1 day, 2:51:36 time: 0.230 data_time: 0.023 memory: 6238 grad_norm: 5.9036 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9905 loss: 2.9905 2022/06/27 18:22:17 - mmengine - INFO - Epoch(train) [4][960/3757] lr: 1.000e-02 eta: 1 day, 2:51:26 time: 0.227 data_time: 0.014 memory: 6238 grad_norm: 5.8747 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8855 loss: 2.8855 2022/06/27 18:22:22 - mmengine - INFO - Epoch(train) [4][980/3757] lr: 1.000e-02 eta: 1 day, 2:51:18 time: 0.229 data_time: 0.015 memory: 6238 grad_norm: 5.8641 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2924 loss: 3.2924 2022/06/27 18:22:28 - mmengine - INFO - Epoch(train) [4][1000/3757] lr: 1.000e-02 eta: 1 day, 2:51:23 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 6.0779 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9415 loss: 2.9415 2022/06/27 18:22:33 - mmengine - INFO - Epoch(train) [4][1020/3757] lr: 1.000e-02 eta: 1 day, 2:51:16 time: 0.231 data_time: 0.015 memory: 6238 grad_norm: 6.3466 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7711 loss: 2.7711 2022/06/27 18:22:38 - mmengine - INFO - Epoch(train) [4][1040/3757] lr: 1.000e-02 eta: 1 day, 2:51:09 time: 0.236 data_time: 0.017 memory: 6238 grad_norm: 5.8089 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7180 loss: 2.7180 2022/06/27 18:22:44 - mmengine - INFO - Epoch(train) [4][1060/3757] lr: 1.000e-02 eta: 1 day, 2:51:12 time: 0.214 data_time: 0.015 memory: 6238 grad_norm: 6.2126 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.5843 loss: 2.5843 2022/06/27 18:22:49 - mmengine - INFO - Epoch(train) [4][1080/3757] lr: 1.000e-02 eta: 1 day, 2:51:11 time: 0.236 data_time: 0.024 memory: 6238 grad_norm: 5.7524 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5475 loss: 2.5475 2022/06/27 18:22:55 - mmengine - INFO - Epoch(train) [4][1100/3757] lr: 1.000e-02 eta: 1 day, 2:51:24 time: 0.217 data_time: 0.018 memory: 6238 grad_norm: 5.8278 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7871 loss: 2.7871 2022/06/27 18:23:00 - mmengine - INFO - Epoch(train) [4][1120/3757] lr: 1.000e-02 eta: 1 day, 2:50:57 time: 0.221 data_time: 0.013 memory: 6238 grad_norm: 6.2761 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0759 loss: 3.0759 2022/06/27 18:23:05 - mmengine - INFO - Epoch(train) [4][1140/3757] lr: 1.000e-02 eta: 1 day, 2:50:38 time: 0.219 data_time: 0.017 memory: 6238 grad_norm: 6.0823 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8158 loss: 2.8158 2022/06/27 18:23:10 - mmengine - INFO - Epoch(train) [4][1160/3757] lr: 1.000e-02 eta: 1 day, 2:50:23 time: 0.235 data_time: 0.010 memory: 6238 grad_norm: 5.7130 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9865 loss: 2.9865 2022/06/27 18:23:15 - mmengine - INFO - Epoch(train) [4][1180/3757] lr: 1.000e-02 eta: 1 day, 2:50:17 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.0682 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5622 loss: 2.5622 2022/06/27 18:23:21 - mmengine - INFO - Epoch(train) [4][1200/3757] lr: 1.000e-02 eta: 1 day, 2:50:25 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.9859 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6522 loss: 2.6522 2022/06/27 18:23:25 - mmengine - INFO - Epoch(train) [4][1220/3757] lr: 1.000e-02 eta: 1 day, 2:50:06 time: 0.212 data_time: 0.014 memory: 6238 grad_norm: 5.7376 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7617 loss: 2.7617 2022/06/27 18:23:31 - mmengine - INFO - Epoch(train) [4][1240/3757] lr: 1.000e-02 eta: 1 day, 2:50:14 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 6.2919 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1204 loss: 3.1204 2022/06/27 18:23:37 - mmengine - INFO - Epoch(train) [4][1260/3757] lr: 1.000e-02 eta: 1 day, 2:50:15 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 6.3069 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6625 loss: 2.6625 2022/06/27 18:23:42 - mmengine - INFO - Epoch(train) [4][1280/3757] lr: 1.000e-02 eta: 1 day, 2:50:01 time: 0.217 data_time: 0.012 memory: 6238 grad_norm: 6.2371 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8267 loss: 2.8267 2022/06/27 18:23:47 - mmengine - INFO - Epoch(train) [4][1300/3757] lr: 1.000e-02 eta: 1 day, 2:50:03 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.5447 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9173 loss: 2.9173 2022/06/27 18:23:53 - mmengine - INFO - Epoch(train) [4][1320/3757] lr: 1.000e-02 eta: 1 day, 2:50:19 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.4291 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7555 loss: 2.7555 2022/06/27 18:23:58 - mmengine - INFO - Epoch(train) [4][1340/3757] lr: 1.000e-02 eta: 1 day, 2:49:52 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.8074 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0778 loss: 3.0778 2022/06/27 18:24:03 - mmengine - INFO - Epoch(train) [4][1360/3757] lr: 1.000e-02 eta: 1 day, 2:49:49 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.9099 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7770 loss: 2.7770 2022/06/27 18:24:09 - mmengine - INFO - Epoch(train) [4][1380/3757] lr: 1.000e-02 eta: 1 day, 2:49:53 time: 0.383 data_time: 0.012 memory: 6238 grad_norm: 6.0604 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9846 loss: 2.9846 2022/06/27 18:24:14 - mmengine - INFO - Epoch(train) [4][1400/3757] lr: 1.000e-02 eta: 1 day, 2:49:43 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 6.1840 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0046 loss: 3.0046 2022/06/27 18:24:20 - mmengine - INFO - Epoch(train) [4][1420/3757] lr: 1.000e-02 eta: 1 day, 2:49:48 time: 0.238 data_time: 0.007 memory: 6238 grad_norm: 5.2981 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9605 loss: 2.9605 2022/06/27 18:24:25 - mmengine - INFO - Epoch(train) [4][1440/3757] lr: 1.000e-02 eta: 1 day, 2:49:41 time: 0.276 data_time: 0.010 memory: 6238 grad_norm: 5.7376 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5971 loss: 2.5971 2022/06/27 18:24:30 - mmengine - INFO - Epoch(train) [4][1460/3757] lr: 1.000e-02 eta: 1 day, 2:49:27 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.6139 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6293 loss: 2.6293 2022/06/27 18:24:36 - mmengine - INFO - Epoch(train) [4][1480/3757] lr: 1.000e-02 eta: 1 day, 2:49:30 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.2505 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0373 loss: 3.0373 2022/06/27 18:24:41 - mmengine - INFO - Epoch(train) [4][1500/3757] lr: 1.000e-02 eta: 1 day, 2:49:23 time: 0.484 data_time: 0.006 memory: 6238 grad_norm: 5.5579 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4913 loss: 2.4913 2022/06/27 18:24:46 - mmengine - INFO - Epoch(train) [4][1520/3757] lr: 1.000e-02 eta: 1 day, 2:49:07 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.2389 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9163 loss: 2.9163 2022/06/27 18:24:51 - mmengine - INFO - Epoch(train) [4][1540/3757] lr: 1.000e-02 eta: 1 day, 2:49:01 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.9590 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7836 loss: 2.7836 2022/06/27 18:24:57 - mmengine - INFO - Epoch(train) [4][1560/3757] lr: 1.000e-02 eta: 1 day, 2:48:58 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.6927 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0066 loss: 3.0066 2022/06/27 18:25:02 - mmengine - INFO - Epoch(train) [4][1580/3757] lr: 1.000e-02 eta: 1 day, 2:48:43 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.5795 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4777 loss: 2.4777 2022/06/27 18:25:07 - mmengine - INFO - Epoch(train) [4][1600/3757] lr: 1.000e-02 eta: 1 day, 2:48:44 time: 0.212 data_time: 0.010 memory: 6238 grad_norm: 5.8529 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8152 loss: 2.8152 2022/06/27 18:25:13 - mmengine - INFO - Epoch(train) [4][1620/3757] lr: 1.000e-02 eta: 1 day, 2:48:47 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 5.8963 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0498 loss: 3.0498 2022/06/27 18:25:18 - mmengine - INFO - Epoch(train) [4][1640/3757] lr: 1.000e-02 eta: 1 day, 2:48:24 time: 0.233 data_time: 0.007 memory: 6238 grad_norm: 5.7050 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6538 loss: 2.6538 2022/06/27 18:25:23 - mmengine - INFO - Epoch(train) [4][1660/3757] lr: 1.000e-02 eta: 1 day, 2:48:24 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.8810 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8943 loss: 2.8943 2022/06/27 18:25:28 - mmengine - INFO - Epoch(train) [4][1680/3757] lr: 1.000e-02 eta: 1 day, 2:48:18 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.4943 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7991 loss: 2.7991 2022/06/27 18:25:33 - mmengine - INFO - Epoch(train) [4][1700/3757] lr: 1.000e-02 eta: 1 day, 2:48:08 time: 0.210 data_time: 0.006 memory: 6238 grad_norm: 5.7480 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5509 loss: 2.5509 2022/06/27 18:25:38 - mmengine - INFO - Epoch(train) [4][1720/3757] lr: 1.000e-02 eta: 1 day, 2:47:53 time: 0.219 data_time: 0.014 memory: 6238 grad_norm: 5.0381 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6202 loss: 2.6202 2022/06/27 18:25:41 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:25:44 - mmengine - INFO - Epoch(train) [4][1740/3757] lr: 1.000e-02 eta: 1 day, 2:47:50 time: 0.417 data_time: 0.005 memory: 6238 grad_norm: 5.6316 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0098 loss: 3.0098 2022/06/27 18:25:49 - mmengine - INFO - Epoch(train) [4][1760/3757] lr: 1.000e-02 eta: 1 day, 2:47:35 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 6.3355 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7138 loss: 2.7138 2022/06/27 18:25:54 - mmengine - INFO - Epoch(train) [4][1780/3757] lr: 1.000e-02 eta: 1 day, 2:47:27 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.4785 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3613 loss: 2.3613 2022/06/27 18:26:00 - mmengine - INFO - Epoch(train) [4][1800/3757] lr: 1.000e-02 eta: 1 day, 2:47:33 time: 0.690 data_time: 0.010 memory: 6238 grad_norm: 5.7259 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1759 loss: 3.1759 2022/06/27 18:26:05 - mmengine - INFO - Epoch(train) [4][1820/3757] lr: 1.000e-02 eta: 1 day, 2:47:13 time: 0.214 data_time: 0.008 memory: 6238 grad_norm: 5.5076 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9656 loss: 2.9656 2022/06/27 18:26:10 - mmengine - INFO - Epoch(train) [4][1840/3757] lr: 1.000e-02 eta: 1 day, 2:47:08 time: 0.237 data_time: 0.030 memory: 6238 grad_norm: 6.1877 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0449 loss: 3.0449 2022/06/27 18:26:15 - mmengine - INFO - Epoch(train) [4][1860/3757] lr: 1.000e-02 eta: 1 day, 2:46:58 time: 0.336 data_time: 0.007 memory: 6238 grad_norm: 5.7490 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7149 loss: 2.7149 2022/06/27 18:26:20 - mmengine - INFO - Epoch(train) [4][1880/3757] lr: 1.000e-02 eta: 1 day, 2:46:51 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.6034 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0485 loss: 3.0485 2022/06/27 18:26:25 - mmengine - INFO - Epoch(train) [4][1900/3757] lr: 1.000e-02 eta: 1 day, 2:46:41 time: 0.225 data_time: 0.025 memory: 6238 grad_norm: 6.0071 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9724 loss: 2.9724 2022/06/27 18:26:31 - mmengine - INFO - Epoch(train) [4][1920/3757] lr: 1.000e-02 eta: 1 day, 2:46:33 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.8276 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4861 loss: 2.4861 2022/06/27 18:26:36 - mmengine - INFO - Epoch(train) [4][1940/3757] lr: 1.000e-02 eta: 1 day, 2:46:30 time: 0.214 data_time: 0.006 memory: 6238 grad_norm: 6.0938 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2665 loss: 2.2665 2022/06/27 18:26:42 - mmengine - INFO - Epoch(train) [4][1960/3757] lr: 1.000e-02 eta: 1 day, 2:46:38 time: 0.224 data_time: 0.023 memory: 6238 grad_norm: 4.9090 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8564 loss: 2.8564 2022/06/27 18:26:47 - mmengine - INFO - Epoch(train) [4][1980/3757] lr: 1.000e-02 eta: 1 day, 2:46:13 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 6.1994 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6515 loss: 2.6515 2022/06/27 18:26:52 - mmengine - INFO - Epoch(train) [4][2000/3757] lr: 1.000e-02 eta: 1 day, 2:46:11 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.3799 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6192 loss: 2.6192 2022/06/27 18:26:58 - mmengine - INFO - Epoch(train) [4][2020/3757] lr: 1.000e-02 eta: 1 day, 2:46:19 time: 0.253 data_time: 0.043 memory: 6238 grad_norm: 5.9567 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6455 loss: 2.6455 2022/06/27 18:27:03 - mmengine - INFO - Epoch(train) [4][2040/3757] lr: 1.000e-02 eta: 1 day, 2:46:10 time: 0.234 data_time: 0.007 memory: 6238 grad_norm: 5.5204 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4487 loss: 2.4487 2022/06/27 18:27:08 - mmengine - INFO - Epoch(train) [4][2060/3757] lr: 1.000e-02 eta: 1 day, 2:45:54 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.0561 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9491 loss: 2.9491 2022/06/27 18:27:14 - mmengine - INFO - Epoch(train) [4][2080/3757] lr: 1.000e-02 eta: 1 day, 2:46:00 time: 0.236 data_time: 0.031 memory: 6238 grad_norm: 5.5687 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6056 loss: 2.6056 2022/06/27 18:27:18 - mmengine - INFO - Epoch(train) [4][2100/3757] lr: 1.000e-02 eta: 1 day, 2:45:42 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.7956 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7778 loss: 2.7778 2022/06/27 18:27:24 - mmengine - INFO - Epoch(train) [4][2120/3757] lr: 1.000e-02 eta: 1 day, 2:45:53 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 6.0356 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4690 loss: 2.4690 2022/06/27 18:27:30 - mmengine - INFO - Epoch(train) [4][2140/3757] lr: 1.000e-02 eta: 1 day, 2:45:58 time: 0.869 data_time: 0.673 memory: 6238 grad_norm: 6.0401 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1277 loss: 3.1277 2022/06/27 18:27:35 - mmengine - INFO - Epoch(train) [4][2160/3757] lr: 1.000e-02 eta: 1 day, 2:45:37 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.7390 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5112 loss: 2.5112 2022/06/27 18:27:40 - mmengine - INFO - Epoch(train) [4][2180/3757] lr: 1.000e-02 eta: 1 day, 2:45:37 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.1043 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6687 loss: 2.6687 2022/06/27 18:27:46 - mmengine - INFO - Epoch(train) [4][2200/3757] lr: 1.000e-02 eta: 1 day, 2:45:40 time: 0.250 data_time: 0.036 memory: 6238 grad_norm: 5.5831 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9698 loss: 2.9698 2022/06/27 18:27:50 - mmengine - INFO - Epoch(train) [4][2220/3757] lr: 1.000e-02 eta: 1 day, 2:45:13 time: 0.230 data_time: 0.014 memory: 6238 grad_norm: 5.9708 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6794 loss: 2.6794 2022/06/27 18:27:55 - mmengine - INFO - Epoch(train) [4][2240/3757] lr: 1.000e-02 eta: 1 day, 2:44:51 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 6.0949 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6415 loss: 2.6415 2022/06/27 18:28:00 - mmengine - INFO - Epoch(train) [4][2260/3757] lr: 1.000e-02 eta: 1 day, 2:44:40 time: 0.732 data_time: 0.535 memory: 6238 grad_norm: 5.9898 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9441 loss: 2.9441 2022/06/27 18:28:05 - mmengine - INFO - Epoch(train) [4][2280/3757] lr: 1.000e-02 eta: 1 day, 2:44:18 time: 0.222 data_time: 0.013 memory: 6238 grad_norm: 6.0913 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9666 loss: 2.9666 2022/06/27 18:28:11 - mmengine - INFO - Epoch(train) [4][2300/3757] lr: 1.000e-02 eta: 1 day, 2:44:26 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 6.3050 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1960 loss: 3.1960 2022/06/27 18:28:17 - mmengine - INFO - Epoch(train) [4][2320/3757] lr: 1.000e-02 eta: 1 day, 2:44:34 time: 0.893 data_time: 0.690 memory: 6238 grad_norm: 6.1881 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8648 loss: 2.8648 2022/06/27 18:28:22 - mmengine - INFO - Epoch(train) [4][2340/3757] lr: 1.000e-02 eta: 1 day, 2:44:22 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 5.1603 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9953 loss: 2.9953 2022/06/27 18:28:28 - mmengine - INFO - Epoch(train) [4][2360/3757] lr: 1.000e-02 eta: 1 day, 2:44:30 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 6.1738 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0958 loss: 3.0958 2022/06/27 18:28:33 - mmengine - INFO - Epoch(train) [4][2380/3757] lr: 1.000e-02 eta: 1 day, 2:44:29 time: 0.662 data_time: 0.464 memory: 6238 grad_norm: 5.3448 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6689 loss: 2.6689 2022/06/27 18:28:38 - mmengine - INFO - Epoch(train) [4][2400/3757] lr: 1.000e-02 eta: 1 day, 2:44:16 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.9496 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2199 loss: 3.2199 2022/06/27 18:28:45 - mmengine - INFO - Epoch(train) [4][2420/3757] lr: 1.000e-02 eta: 1 day, 2:44:43 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 6.0703 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2262 loss: 2.2262 2022/06/27 18:28:49 - mmengine - INFO - Epoch(train) [4][2440/3757] lr: 1.000e-02 eta: 1 day, 2:44:19 time: 0.228 data_time: 0.029 memory: 6238 grad_norm: 5.4442 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0074 loss: 3.0074 2022/06/27 18:28:54 - mmengine - INFO - Epoch(train) [4][2460/3757] lr: 1.000e-02 eta: 1 day, 2:43:53 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 6.0913 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5911 loss: 2.5911 2022/06/27 18:28:59 - mmengine - INFO - Epoch(train) [4][2480/3757] lr: 1.000e-02 eta: 1 day, 2:43:35 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 6.1723 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8820 loss: 2.8820 2022/06/27 18:29:04 - mmengine - INFO - Epoch(train) [4][2500/3757] lr: 1.000e-02 eta: 1 day, 2:43:31 time: 0.227 data_time: 0.023 memory: 6238 grad_norm: 6.1751 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8900 loss: 2.8900 2022/06/27 18:29:09 - mmengine - INFO - Epoch(train) [4][2520/3757] lr: 1.000e-02 eta: 1 day, 2:43:32 time: 0.218 data_time: 0.014 memory: 6238 grad_norm: 5.6561 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6535 loss: 2.6535 2022/06/27 18:29:15 - mmengine - INFO - Epoch(train) [4][2540/3757] lr: 1.000e-02 eta: 1 day, 2:43:38 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.9466 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5343 loss: 2.5343 2022/06/27 18:29:20 - mmengine - INFO - Epoch(train) [4][2560/3757] lr: 1.000e-02 eta: 1 day, 2:43:24 time: 0.217 data_time: 0.016 memory: 6238 grad_norm: 5.6090 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5177 loss: 2.5177 2022/06/27 18:29:26 - mmengine - INFO - Epoch(train) [4][2580/3757] lr: 1.000e-02 eta: 1 day, 2:43:25 time: 0.216 data_time: 0.014 memory: 6238 grad_norm: 5.7588 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8101 loss: 2.8101 2022/06/27 18:29:31 - mmengine - INFO - Epoch(train) [4][2600/3757] lr: 1.000e-02 eta: 1 day, 2:43:30 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 6.0829 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9832 loss: 2.9832 2022/06/27 18:29:37 - mmengine - INFO - Epoch(train) [4][2620/3757] lr: 1.000e-02 eta: 1 day, 2:43:23 time: 0.227 data_time: 0.020 memory: 6238 grad_norm: 5.4639 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3849 loss: 2.3849 2022/06/27 18:29:42 - mmengine - INFO - Epoch(train) [4][2640/3757] lr: 1.000e-02 eta: 1 day, 2:43:26 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.0503 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7403 loss: 2.7403 2022/06/27 18:29:48 - mmengine - INFO - Epoch(train) [4][2660/3757] lr: 1.000e-02 eta: 1 day, 2:43:26 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 5.4320 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7550 loss: 2.7550 2022/06/27 18:29:53 - mmengine - INFO - Epoch(train) [4][2680/3757] lr: 1.000e-02 eta: 1 day, 2:43:14 time: 0.252 data_time: 0.038 memory: 6238 grad_norm: 5.8628 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8852 loss: 2.8852 2022/06/27 18:29:58 - mmengine - INFO - Epoch(train) [4][2700/3757] lr: 1.000e-02 eta: 1 day, 2:43:13 time: 0.220 data_time: 0.017 memory: 6238 grad_norm: 6.0740 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9714 loss: 2.9714 2022/06/27 18:30:04 - mmengine - INFO - Epoch(train) [4][2720/3757] lr: 1.000e-02 eta: 1 day, 2:43:21 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 5.6933 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3518 loss: 3.3518 2022/06/27 18:30:06 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:30:09 - mmengine - INFO - Epoch(train) [4][2740/3757] lr: 1.000e-02 eta: 1 day, 2:43:03 time: 0.238 data_time: 0.015 memory: 6238 grad_norm: 5.6822 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4536 loss: 2.4536 2022/06/27 18:30:14 - mmengine - INFO - Epoch(train) [4][2760/3757] lr: 1.000e-02 eta: 1 day, 2:42:52 time: 0.236 data_time: 0.017 memory: 6238 grad_norm: 5.9681 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7538 loss: 2.7538 2022/06/27 18:30:20 - mmengine - INFO - Epoch(train) [4][2780/3757] lr: 1.000e-02 eta: 1 day, 2:42:50 time: 0.213 data_time: 0.006 memory: 6238 grad_norm: 6.0556 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8861 loss: 2.8861 2022/06/27 18:30:25 - mmengine - INFO - Epoch(train) [4][2800/3757] lr: 1.000e-02 eta: 1 day, 2:42:45 time: 0.224 data_time: 0.016 memory: 6238 grad_norm: 6.3810 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5438 loss: 2.5438 2022/06/27 18:30:30 - mmengine - INFO - Epoch(train) [4][2820/3757] lr: 1.000e-02 eta: 1 day, 2:42:38 time: 0.227 data_time: 0.027 memory: 6238 grad_norm: 5.8069 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9355 loss: 2.9355 2022/06/27 18:30:36 - mmengine - INFO - Epoch(train) [4][2840/3757] lr: 1.000e-02 eta: 1 day, 2:42:38 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.0197 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9402 loss: 2.9402 2022/06/27 18:30:41 - mmengine - INFO - Epoch(train) [4][2860/3757] lr: 1.000e-02 eta: 1 day, 2:42:21 time: 0.220 data_time: 0.014 memory: 6238 grad_norm: 5.8747 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6022 loss: 2.6022 2022/06/27 18:30:46 - mmengine - INFO - Epoch(train) [4][2880/3757] lr: 1.000e-02 eta: 1 day, 2:42:27 time: 0.219 data_time: 0.013 memory: 6238 grad_norm: 6.1473 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4258 loss: 2.4258 2022/06/27 18:30:52 - mmengine - INFO - Epoch(train) [4][2900/3757] lr: 1.000e-02 eta: 1 day, 2:42:28 time: 0.222 data_time: 0.012 memory: 6238 grad_norm: 4.7422 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0077 loss: 3.0077 2022/06/27 18:30:57 - mmengine - INFO - Epoch(train) [4][2920/3757] lr: 1.000e-02 eta: 1 day, 2:42:06 time: 0.234 data_time: 0.021 memory: 6238 grad_norm: 5.9268 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8592 loss: 2.8592 2022/06/27 18:31:02 - mmengine - INFO - Epoch(train) [4][2940/3757] lr: 1.000e-02 eta: 1 day, 2:42:14 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.7954 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7872 loss: 2.7872 2022/06/27 18:31:08 - mmengine - INFO - Epoch(train) [4][2960/3757] lr: 1.000e-02 eta: 1 day, 2:42:03 time: 0.216 data_time: 0.015 memory: 6238 grad_norm: 5.6862 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8105 loss: 2.8105 2022/06/27 18:31:13 - mmengine - INFO - Epoch(train) [4][2980/3757] lr: 1.000e-02 eta: 1 day, 2:41:54 time: 0.292 data_time: 0.018 memory: 6238 grad_norm: 5.5714 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0732 loss: 3.0732 2022/06/27 18:31:18 - mmengine - INFO - Epoch(train) [4][3000/3757] lr: 1.000e-02 eta: 1 day, 2:41:50 time: 0.225 data_time: 0.008 memory: 6238 grad_norm: 5.2889 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2828 loss: 2.2828 2022/06/27 18:31:23 - mmengine - INFO - Epoch(train) [4][3020/3757] lr: 1.000e-02 eta: 1 day, 2:41:45 time: 0.222 data_time: 0.017 memory: 6238 grad_norm: 6.4164 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0838 loss: 3.0838 2022/06/27 18:31:29 - mmengine - INFO - Epoch(train) [4][3040/3757] lr: 1.000e-02 eta: 1 day, 2:41:51 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.6299 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.1314 loss: 3.1314 2022/06/27 18:31:35 - mmengine - INFO - Epoch(train) [4][3060/3757] lr: 1.000e-02 eta: 1 day, 2:41:50 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.3110 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9611 loss: 2.9611 2022/06/27 18:31:40 - mmengine - INFO - Epoch(train) [4][3080/3757] lr: 1.000e-02 eta: 1 day, 2:41:32 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 6.0921 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1724 loss: 3.1724 2022/06/27 18:31:45 - mmengine - INFO - Epoch(train) [4][3100/3757] lr: 1.000e-02 eta: 1 day, 2:41:31 time: 0.212 data_time: 0.012 memory: 6238 grad_norm: 5.8649 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6609 loss: 2.6609 2022/06/27 18:31:51 - mmengine - INFO - Epoch(train) [4][3120/3757] lr: 1.000e-02 eta: 1 day, 2:41:33 time: 0.233 data_time: 0.007 memory: 6238 grad_norm: 5.5516 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4792 loss: 2.4792 2022/06/27 18:31:56 - mmengine - INFO - Epoch(train) [4][3140/3757] lr: 1.000e-02 eta: 1 day, 2:41:21 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.8105 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8068 loss: 2.8068 2022/06/27 18:32:01 - mmengine - INFO - Epoch(train) [4][3160/3757] lr: 1.000e-02 eta: 1 day, 2:41:15 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.6717 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5622 loss: 2.5622 2022/06/27 18:32:06 - mmengine - INFO - Epoch(train) [4][3180/3757] lr: 1.000e-02 eta: 1 day, 2:41:07 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 5.6745 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6627 loss: 2.6627 2022/06/27 18:32:11 - mmengine - INFO - Epoch(train) [4][3200/3757] lr: 1.000e-02 eta: 1 day, 2:40:49 time: 0.219 data_time: 0.015 memory: 6238 grad_norm: 6.2614 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7831 loss: 2.7831 2022/06/27 18:32:16 - mmengine - INFO - Epoch(train) [4][3220/3757] lr: 1.000e-02 eta: 1 day, 2:40:38 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 6.0994 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9127 loss: 2.9127 2022/06/27 18:32:21 - mmengine - INFO - Epoch(train) [4][3240/3757] lr: 1.000e-02 eta: 1 day, 2:40:33 time: 0.229 data_time: 0.010 memory: 6238 grad_norm: 5.2256 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4146 loss: 2.4146 2022/06/27 18:32:27 - mmengine - INFO - Epoch(train) [4][3260/3757] lr: 1.000e-02 eta: 1 day, 2:40:27 time: 0.220 data_time: 0.016 memory: 6238 grad_norm: 5.5321 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6676 loss: 2.6676 2022/06/27 18:32:32 - mmengine - INFO - Epoch(train) [4][3280/3757] lr: 1.000e-02 eta: 1 day, 2:40:25 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 6.1111 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4684 loss: 2.4684 2022/06/27 18:32:38 - mmengine - INFO - Epoch(train) [4][3300/3757] lr: 1.000e-02 eta: 1 day, 2:40:22 time: 0.211 data_time: 0.009 memory: 6238 grad_norm: 6.1839 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7948 loss: 2.7948 2022/06/27 18:32:43 - mmengine - INFO - Epoch(train) [4][3320/3757] lr: 1.000e-02 eta: 1 day, 2:40:11 time: 0.216 data_time: 0.019 memory: 6238 grad_norm: 5.4151 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0162 loss: 3.0162 2022/06/27 18:32:48 - mmengine - INFO - Epoch(train) [4][3340/3757] lr: 1.000e-02 eta: 1 day, 2:40:11 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 6.2036 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8332 loss: 2.8332 2022/06/27 18:32:54 - mmengine - INFO - Epoch(train) [4][3360/3757] lr: 1.000e-02 eta: 1 day, 2:40:07 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.6499 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5658 loss: 2.5658 2022/06/27 18:32:59 - mmengine - INFO - Epoch(train) [4][3380/3757] lr: 1.000e-02 eta: 1 day, 2:39:57 time: 0.221 data_time: 0.016 memory: 6238 grad_norm: 5.8624 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2573 loss: 2.2573 2022/06/27 18:33:05 - mmengine - INFO - Epoch(train) [4][3400/3757] lr: 1.000e-02 eta: 1 day, 2:40:05 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 5.8484 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7824 loss: 2.7824 2022/06/27 18:33:09 - mmengine - INFO - Epoch(train) [4][3420/3757] lr: 1.000e-02 eta: 1 day, 2:39:46 time: 0.233 data_time: 0.007 memory: 6238 grad_norm: 6.0977 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.6235 loss: 2.6235 2022/06/27 18:33:15 - mmengine - INFO - Epoch(train) [4][3440/3757] lr: 1.000e-02 eta: 1 day, 2:39:43 time: 0.223 data_time: 0.012 memory: 6238 grad_norm: 6.0044 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4999 loss: 2.4999 2022/06/27 18:33:20 - mmengine - INFO - Epoch(train) [4][3460/3757] lr: 1.000e-02 eta: 1 day, 2:39:46 time: 0.236 data_time: 0.007 memory: 6238 grad_norm: 5.7327 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5511 loss: 2.5511 2022/06/27 18:33:26 - mmengine - INFO - Epoch(train) [4][3480/3757] lr: 1.000e-02 eta: 1 day, 2:39:48 time: 0.231 data_time: 0.006 memory: 6238 grad_norm: 5.7645 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1062 loss: 3.1062 2022/06/27 18:33:31 - mmengine - INFO - Epoch(train) [4][3500/3757] lr: 1.000e-02 eta: 1 day, 2:39:43 time: 0.221 data_time: 0.019 memory: 6238 grad_norm: 5.4298 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7329 loss: 2.7329 2022/06/27 18:33:37 - mmengine - INFO - Epoch(train) [4][3520/3757] lr: 1.000e-02 eta: 1 day, 2:39:49 time: 0.244 data_time: 0.005 memory: 6238 grad_norm: 5.3879 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3115 loss: 2.3115 2022/06/27 18:33:42 - mmengine - INFO - Epoch(train) [4][3540/3757] lr: 1.000e-02 eta: 1 day, 2:39:34 time: 0.238 data_time: 0.012 memory: 6238 grad_norm: 5.4492 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6931 loss: 2.6931 2022/06/27 18:33:47 - mmengine - INFO - Epoch(train) [4][3560/3757] lr: 1.000e-02 eta: 1 day, 2:39:31 time: 0.223 data_time: 0.025 memory: 6238 grad_norm: 5.8116 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7313 loss: 2.7313 2022/06/27 18:33:53 - mmengine - INFO - Epoch(train) [4][3580/3757] lr: 1.000e-02 eta: 1 day, 2:39:29 time: 0.691 data_time: 0.019 memory: 6238 grad_norm: 5.6383 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6869 loss: 2.6869 2022/06/27 18:33:58 - mmengine - INFO - Epoch(train) [4][3600/3757] lr: 1.000e-02 eta: 1 day, 2:39:09 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 5.3374 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1112 loss: 3.1112 2022/06/27 18:34:03 - mmengine - INFO - Epoch(train) [4][3620/3757] lr: 1.000e-02 eta: 1 day, 2:39:11 time: 0.272 data_time: 0.040 memory: 6238 grad_norm: 6.9080 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8973 loss: 2.8973 2022/06/27 18:34:08 - mmengine - INFO - Epoch(train) [4][3640/3757] lr: 1.000e-02 eta: 1 day, 2:39:03 time: 0.266 data_time: 0.007 memory: 6238 grad_norm: 5.8733 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4757 loss: 2.4757 2022/06/27 18:34:14 - mmengine - INFO - Epoch(train) [4][3660/3757] lr: 1.000e-02 eta: 1 day, 2:39:00 time: 0.245 data_time: 0.006 memory: 6238 grad_norm: 5.7942 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4799 loss: 2.4799 2022/06/27 18:34:19 - mmengine - INFO - Epoch(train) [4][3680/3757] lr: 1.000e-02 eta: 1 day, 2:39:00 time: 0.222 data_time: 0.019 memory: 6238 grad_norm: 5.5662 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9100 loss: 2.9100 2022/06/27 18:34:24 - mmengine - INFO - Epoch(train) [4][3700/3757] lr: 1.000e-02 eta: 1 day, 2:38:48 time: 0.243 data_time: 0.007 memory: 6238 grad_norm: 5.5615 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9657 loss: 2.9657 2022/06/27 18:34:30 - mmengine - INFO - Epoch(train) [4][3720/3757] lr: 1.000e-02 eta: 1 day, 2:38:44 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 6.4833 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9638 loss: 2.9638 2022/06/27 18:34:33 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:34:35 - mmengine - INFO - Epoch(train) [4][3740/3757] lr: 1.000e-02 eta: 1 day, 2:38:41 time: 0.214 data_time: 0.013 memory: 6238 grad_norm: 6.0388 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6564 loss: 2.6564 2022/06/27 18:34:39 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:34:46 - mmengine - INFO - Epoch(val) [4][20/310] eta: 0:01:30 time: 0.087 data_time: 0.006 memory: 6238 2022/06/27 18:34:52 - mmengine - INFO - Epoch(val) [4][40/310] eta: 0:01:18 time: 0.100 data_time: 0.009 memory: 1479 2022/06/27 18:34:56 - mmengine - INFO - Epoch(val) [4][60/310] eta: 0:00:34 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 18:35:02 - mmengine - INFO - Epoch(val) [4][80/310] eta: 0:01:11 time: 0.089 data_time: 0.008 memory: 1479 2022/06/27 18:35:08 - mmengine - INFO - Epoch(val) [4][100/310] eta: 0:01:01 time: 0.096 data_time: 0.012 memory: 1479 2022/06/27 18:35:11 - mmengine - INFO - Epoch(val) [4][120/310] eta: 0:00:17 time: 0.090 data_time: 0.009 memory: 1479 2022/06/27 18:35:18 - mmengine - INFO - Epoch(val) [4][140/310] eta: 0:00:53 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 18:35:24 - mmengine - INFO - Epoch(val) [4][160/310] eta: 0:00:49 time: 1.359 data_time: 1.268 memory: 1479 2022/06/27 18:35:28 - mmengine - INFO - Epoch(val) [4][180/310] eta: 0:00:31 time: 0.086 data_time: 0.004 memory: 1479 2022/06/27 18:35:34 - mmengine - INFO - Epoch(val) [4][200/310] eta: 0:00:32 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 18:35:40 - mmengine - INFO - Epoch(val) [4][220/310] eta: 0:00:26 time: 1.423 data_time: 1.341 memory: 1479 2022/06/27 18:35:44 - mmengine - INFO - Epoch(val) [4][240/310] eta: 0:00:16 time: 0.089 data_time: 0.005 memory: 1479 2022/06/27 18:35:50 - mmengine - INFO - Epoch(val) [4][260/310] eta: 0:00:15 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 18:35:56 - mmengine - INFO - Epoch(val) [4][280/310] eta: 0:00:09 time: 1.689 data_time: 1.590 memory: 1479 2022/06/27 18:36:00 - mmengine - INFO - Epoch(val) [4][300/310] eta: 0:00:02 time: 0.093 data_time: 0.005 memory: 1479 2022/06/27 18:36:03 - mmengine - INFO - Epoch(val) [4][310/310] acc/top1: 0.4251 acc/top5: 0.7048 acc/mean1: 0.4250 2022/06/27 18:36:11 - mmengine - INFO - Epoch(train) [5][20/3757] lr: 1.000e-02 eta: 1 day, 2:38:52 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 6.2520 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7118 loss: 2.7118 2022/06/27 18:36:17 - mmengine - INFO - Epoch(train) [5][40/3757] lr: 1.000e-02 eta: 1 day, 2:38:57 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.6418 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9467 loss: 2.9467 2022/06/27 18:36:22 - mmengine - INFO - Epoch(train) [5][60/3757] lr: 1.000e-02 eta: 1 day, 2:38:41 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.6422 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6421 loss: 2.6421 2022/06/27 18:36:27 - mmengine - INFO - Epoch(train) [5][80/3757] lr: 1.000e-02 eta: 1 day, 2:38:44 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.2347 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5325 loss: 2.5325 2022/06/27 18:36:33 - mmengine - INFO - Epoch(train) [5][100/3757] lr: 1.000e-02 eta: 1 day, 2:38:43 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.9516 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5530 loss: 2.5530 2022/06/27 18:36:38 - mmengine - INFO - Epoch(train) [5][120/3757] lr: 1.000e-02 eta: 1 day, 2:38:36 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.6546 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8736 loss: 2.8736 2022/06/27 18:36:44 - mmengine - INFO - Epoch(train) [5][140/3757] lr: 1.000e-02 eta: 1 day, 2:38:33 time: 0.220 data_time: 0.016 memory: 6238 grad_norm: 5.7918 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9587 loss: 2.9587 2022/06/27 18:36:49 - mmengine - INFO - Epoch(train) [5][160/3757] lr: 1.000e-02 eta: 1 day, 2:38:33 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.2448 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8460 loss: 2.8460 2022/06/27 18:36:54 - mmengine - INFO - Epoch(train) [5][180/3757] lr: 1.000e-02 eta: 1 day, 2:38:26 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.1340 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3823 loss: 2.3823 2022/06/27 18:37:00 - mmengine - INFO - Epoch(train) [5][200/3757] lr: 1.000e-02 eta: 1 day, 2:38:25 time: 0.227 data_time: 0.015 memory: 6238 grad_norm: 5.6409 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8319 loss: 2.8319 2022/06/27 18:37:06 - mmengine - INFO - Epoch(train) [5][220/3757] lr: 1.000e-02 eta: 1 day, 2:38:25 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.0865 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6303 loss: 2.6303 2022/06/27 18:37:10 - mmengine - INFO - Epoch(train) [5][240/3757] lr: 1.000e-02 eta: 1 day, 2:38:12 time: 0.217 data_time: 0.009 memory: 6238 grad_norm: 6.1973 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0221 loss: 3.0221 2022/06/27 18:37:16 - mmengine - INFO - Epoch(train) [5][260/3757] lr: 1.000e-02 eta: 1 day, 2:38:11 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.9278 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9669 loss: 2.9669 2022/06/27 18:37:21 - mmengine - INFO - Epoch(train) [5][280/3757] lr: 1.000e-02 eta: 1 day, 2:38:02 time: 0.222 data_time: 0.020 memory: 6238 grad_norm: 5.9483 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6950 loss: 2.6950 2022/06/27 18:37:27 - mmengine - INFO - Epoch(train) [5][300/3757] lr: 1.000e-02 eta: 1 day, 2:38:05 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 6.1583 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9789 loss: 2.9789 2022/06/27 18:37:32 - mmengine - INFO - Epoch(train) [5][320/3757] lr: 1.000e-02 eta: 1 day, 2:37:45 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.9780 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4565 loss: 2.4565 2022/06/27 18:37:37 - mmengine - INFO - Epoch(train) [5][340/3757] lr: 1.000e-02 eta: 1 day, 2:37:37 time: 0.220 data_time: 0.012 memory: 6238 grad_norm: 4.9786 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7863 loss: 2.7863 2022/06/27 18:37:42 - mmengine - INFO - Epoch(train) [5][360/3757] lr: 1.000e-02 eta: 1 day, 2:37:22 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.5467 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7368 loss: 2.7368 2022/06/27 18:37:47 - mmengine - INFO - Epoch(train) [5][380/3757] lr: 1.000e-02 eta: 1 day, 2:37:19 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.6661 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7736 loss: 2.7736 2022/06/27 18:37:52 - mmengine - INFO - Epoch(train) [5][400/3757] lr: 1.000e-02 eta: 1 day, 2:37:12 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6571 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5119 loss: 2.5119 2022/06/27 18:37:57 - mmengine - INFO - Epoch(train) [5][420/3757] lr: 1.000e-02 eta: 1 day, 2:36:56 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.5969 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6927 loss: 2.6927 2022/06/27 18:38:03 - mmengine - INFO - Epoch(train) [5][440/3757] lr: 1.000e-02 eta: 1 day, 2:36:54 time: 0.226 data_time: 0.009 memory: 6238 grad_norm: 6.2238 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7644 loss: 2.7644 2022/06/27 18:38:08 - mmengine - INFO - Epoch(train) [5][460/3757] lr: 1.000e-02 eta: 1 day, 2:36:49 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.8128 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8499 loss: 2.8499 2022/06/27 18:38:14 - mmengine - INFO - Epoch(train) [5][480/3757] lr: 1.000e-02 eta: 1 day, 2:36:49 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.9832 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6661 loss: 2.6661 2022/06/27 18:38:19 - mmengine - INFO - Epoch(train) [5][500/3757] lr: 1.000e-02 eta: 1 day, 2:36:50 time: 0.221 data_time: 0.009 memory: 6238 grad_norm: 5.6897 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9070 loss: 2.9070 2022/06/27 18:38:24 - mmengine - INFO - Epoch(train) [5][520/3757] lr: 1.000e-02 eta: 1 day, 2:36:28 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.7752 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8418 loss: 2.8418 2022/06/27 18:38:29 - mmengine - INFO - Epoch(train) [5][540/3757] lr: 1.000e-02 eta: 1 day, 2:36:22 time: 0.223 data_time: 0.009 memory: 6238 grad_norm: 6.0203 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4399 loss: 2.4399 2022/06/27 18:38:35 - mmengine - INFO - Epoch(train) [5][560/3757] lr: 1.000e-02 eta: 1 day, 2:36:36 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.6372 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6500 loss: 2.6500 2022/06/27 18:38:40 - mmengine - INFO - Epoch(train) [5][580/3757] lr: 1.000e-02 eta: 1 day, 2:36:14 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.4284 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6040 loss: 2.6040 2022/06/27 18:38:45 - mmengine - INFO - Epoch(train) [5][600/3757] lr: 1.000e-02 eta: 1 day, 2:36:03 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.8614 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8929 loss: 2.8929 2022/06/27 18:38:51 - mmengine - INFO - Epoch(train) [5][620/3757] lr: 1.000e-02 eta: 1 day, 2:36:12 time: 0.229 data_time: 0.016 memory: 6238 grad_norm: 5.9900 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4932 loss: 2.4932 2022/06/27 18:38:57 - mmengine - INFO - Epoch(train) [5][640/3757] lr: 1.000e-02 eta: 1 day, 2:36:24 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.6787 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0013 loss: 3.0013 2022/06/27 18:39:01 - mmengine - INFO - Epoch(train) [5][660/3757] lr: 1.000e-02 eta: 1 day, 2:35:59 time: 0.221 data_time: 0.014 memory: 6238 grad_norm: 5.8569 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7798 loss: 2.7798 2022/06/27 18:39:07 - mmengine - INFO - Epoch(train) [5][680/3757] lr: 1.000e-02 eta: 1 day, 2:35:49 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.6550 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4082 loss: 2.4082 2022/06/27 18:39:12 - mmengine - INFO - Epoch(train) [5][700/3757] lr: 1.000e-02 eta: 1 day, 2:35:40 time: 0.231 data_time: 0.010 memory: 6238 grad_norm: 5.4219 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7935 loss: 2.7935 2022/06/27 18:39:17 - mmengine - INFO - Epoch(train) [5][720/3757] lr: 1.000e-02 eta: 1 day, 2:35:34 time: 0.221 data_time: 0.013 memory: 6238 grad_norm: 6.4687 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9156 loss: 2.9156 2022/06/27 18:39:22 - mmengine - INFO - Epoch(train) [5][740/3757] lr: 1.000e-02 eta: 1 day, 2:35:33 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.8082 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4519 loss: 2.4519 2022/06/27 18:39:27 - mmengine - INFO - Epoch(train) [5][760/3757] lr: 1.000e-02 eta: 1 day, 2:35:19 time: 0.219 data_time: 0.012 memory: 6238 grad_norm: 6.2826 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6083 loss: 2.6083 2022/06/27 18:39:33 - mmengine - INFO - Epoch(train) [5][780/3757] lr: 1.000e-02 eta: 1 day, 2:35:23 time: 0.227 data_time: 0.009 memory: 6238 grad_norm: 5.9290 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6718 loss: 2.6718 2022/06/27 18:39:39 - mmengine - INFO - Epoch(train) [5][800/3757] lr: 1.000e-02 eta: 1 day, 2:35:26 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 5.9058 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.8946 loss: 2.8946 2022/06/27 18:39:44 - mmengine - INFO - Epoch(train) [5][820/3757] lr: 1.000e-02 eta: 1 day, 2:35:08 time: 0.227 data_time: 0.012 memory: 6238 grad_norm: 5.4832 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4695 loss: 2.4695 2022/06/27 18:39:49 - mmengine - INFO - Epoch(train) [5][840/3757] lr: 1.000e-02 eta: 1 day, 2:35:01 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.7851 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0622 loss: 3.0622 2022/06/27 18:39:54 - mmengine - INFO - Epoch(train) [5][860/3757] lr: 1.000e-02 eta: 1 day, 2:34:58 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.5663 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6015 loss: 2.6015 2022/06/27 18:39:59 - mmengine - INFO - Epoch(train) [5][880/3757] lr: 1.000e-02 eta: 1 day, 2:34:41 time: 0.237 data_time: 0.015 memory: 6238 grad_norm: 5.3386 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7282 loss: 2.7282 2022/06/27 18:40:05 - mmengine - INFO - Epoch(train) [5][900/3757] lr: 1.000e-02 eta: 1 day, 2:34:44 time: 0.435 data_time: 0.011 memory: 6238 grad_norm: 5.4408 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8014 loss: 2.8014 2022/06/27 18:40:10 - mmengine - INFO - Epoch(train) [5][920/3757] lr: 1.000e-02 eta: 1 day, 2:34:46 time: 0.215 data_time: 0.008 memory: 6238 grad_norm: 6.1485 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3890 loss: 2.3890 2022/06/27 18:40:15 - mmengine - INFO - Epoch(train) [5][940/3757] lr: 1.000e-02 eta: 1 day, 2:34:34 time: 0.218 data_time: 0.018 memory: 6238 grad_norm: 5.7162 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5649 loss: 2.5649 2022/06/27 18:40:20 - mmengine - INFO - Epoch(train) [5][960/3757] lr: 1.000e-02 eta: 1 day, 2:34:23 time: 0.236 data_time: 0.015 memory: 6238 grad_norm: 5.6453 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.6405 loss: 2.6405 2022/06/27 18:40:24 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:40:26 - mmengine - INFO - Epoch(train) [5][980/3757] lr: 1.000e-02 eta: 1 day, 2:34:17 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 6.7944 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8601 loss: 2.8601 2022/06/27 18:40:31 - mmengine - INFO - Epoch(train) [5][1000/3757] lr: 1.000e-02 eta: 1 day, 2:34:20 time: 0.220 data_time: 0.016 memory: 6238 grad_norm: 6.3406 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5388 loss: 2.5388 2022/06/27 18:40:36 - mmengine - INFO - Epoch(train) [5][1020/3757] lr: 1.000e-02 eta: 1 day, 2:34:09 time: 0.220 data_time: 0.015 memory: 6238 grad_norm: 5.9486 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3968 loss: 2.3968 2022/06/27 18:40:42 - mmengine - INFO - Epoch(train) [5][1040/3757] lr: 1.000e-02 eta: 1 day, 2:34:09 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.6908 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5549 loss: 2.5549 2022/06/27 18:40:47 - mmengine - INFO - Epoch(train) [5][1060/3757] lr: 1.000e-02 eta: 1 day, 2:34:00 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 6.0324 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8166 loss: 2.8166 2022/06/27 18:40:52 - mmengine - INFO - Epoch(train) [5][1080/3757] lr: 1.000e-02 eta: 1 day, 2:33:51 time: 0.219 data_time: 0.016 memory: 6238 grad_norm: 5.6238 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6421 loss: 2.6421 2022/06/27 18:40:58 - mmengine - INFO - Epoch(train) [5][1100/3757] lr: 1.000e-02 eta: 1 day, 2:34:00 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.9414 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2817 loss: 3.2817 2022/06/27 18:41:04 - mmengine - INFO - Epoch(train) [5][1120/3757] lr: 1.000e-02 eta: 1 day, 2:33:56 time: 0.224 data_time: 0.023 memory: 6238 grad_norm: 6.5601 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9910 loss: 2.9910 2022/06/27 18:41:09 - mmengine - INFO - Epoch(train) [5][1140/3757] lr: 1.000e-02 eta: 1 day, 2:33:41 time: 0.220 data_time: 0.012 memory: 6238 grad_norm: 5.7772 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9547 loss: 2.9547 2022/06/27 18:41:15 - mmengine - INFO - Epoch(train) [5][1160/3757] lr: 1.000e-02 eta: 1 day, 2:33:58 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.6042 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4715 loss: 2.4715 2022/06/27 18:41:19 - mmengine - INFO - Epoch(train) [5][1180/3757] lr: 1.000e-02 eta: 1 day, 2:33:35 time: 0.223 data_time: 0.026 memory: 6238 grad_norm: 5.6772 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6450 loss: 2.6450 2022/06/27 18:41:25 - mmengine - INFO - Epoch(train) [5][1200/3757] lr: 1.000e-02 eta: 1 day, 2:33:32 time: 0.241 data_time: 0.017 memory: 6238 grad_norm: 5.9875 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5283 loss: 2.5283 2022/06/27 18:41:31 - mmengine - INFO - Epoch(train) [5][1220/3757] lr: 1.000e-02 eta: 1 day, 2:33:36 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 6.0318 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7370 loss: 2.7370 2022/06/27 18:41:36 - mmengine - INFO - Epoch(train) [5][1240/3757] lr: 1.000e-02 eta: 1 day, 2:33:24 time: 0.226 data_time: 0.021 memory: 6238 grad_norm: 5.5256 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6404 loss: 2.6404 2022/06/27 18:41:41 - mmengine - INFO - Epoch(train) [5][1260/3757] lr: 1.000e-02 eta: 1 day, 2:33:13 time: 0.232 data_time: 0.015 memory: 6238 grad_norm: 5.9934 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8475 loss: 2.8475 2022/06/27 18:41:46 - mmengine - INFO - Epoch(train) [5][1280/3757] lr: 1.000e-02 eta: 1 day, 2:33:11 time: 0.214 data_time: 0.009 memory: 6238 grad_norm: 6.3541 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8637 loss: 2.8637 2022/06/27 18:41:52 - mmengine - INFO - Epoch(train) [5][1300/3757] lr: 1.000e-02 eta: 1 day, 2:33:11 time: 0.228 data_time: 0.032 memory: 6238 grad_norm: 5.3696 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4465 loss: 2.4465 2022/06/27 18:41:57 - mmengine - INFO - Epoch(train) [5][1320/3757] lr: 1.000e-02 eta: 1 day, 2:33:09 time: 0.223 data_time: 0.017 memory: 6238 grad_norm: 6.4374 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0768 loss: 3.0768 2022/06/27 18:42:03 - mmengine - INFO - Epoch(train) [5][1340/3757] lr: 1.000e-02 eta: 1 day, 2:33:06 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.6755 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1451 loss: 3.1451 2022/06/27 18:42:08 - mmengine - INFO - Epoch(train) [5][1360/3757] lr: 1.000e-02 eta: 1 day, 2:32:53 time: 0.224 data_time: 0.020 memory: 6238 grad_norm: 6.0724 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5781 loss: 2.5781 2022/06/27 18:42:13 - mmengine - INFO - Epoch(train) [5][1380/3757] lr: 1.000e-02 eta: 1 day, 2:32:42 time: 0.223 data_time: 0.021 memory: 6238 grad_norm: 5.2225 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5694 loss: 2.5694 2022/06/27 18:42:18 - mmengine - INFO - Epoch(train) [5][1400/3757] lr: 1.000e-02 eta: 1 day, 2:32:36 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 6.2822 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5546 loss: 2.5546 2022/06/27 18:42:23 - mmengine - INFO - Epoch(train) [5][1420/3757] lr: 1.000e-02 eta: 1 day, 2:32:18 time: 0.234 data_time: 0.009 memory: 6238 grad_norm: 6.5522 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5434 loss: 2.5434 2022/06/27 18:42:28 - mmengine - INFO - Epoch(train) [5][1440/3757] lr: 1.000e-02 eta: 1 day, 2:32:22 time: 0.227 data_time: 0.029 memory: 6238 grad_norm: 5.8563 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7139 loss: 2.7139 2022/06/27 18:42:34 - mmengine - INFO - Epoch(train) [5][1460/3757] lr: 1.000e-02 eta: 1 day, 2:32:13 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.2563 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9521 loss: 2.9521 2022/06/27 18:42:39 - mmengine - INFO - Epoch(train) [5][1480/3757] lr: 1.000e-02 eta: 1 day, 2:32:06 time: 0.226 data_time: 0.017 memory: 6238 grad_norm: 5.4182 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8338 loss: 2.8338 2022/06/27 18:42:44 - mmengine - INFO - Epoch(train) [5][1500/3757] lr: 1.000e-02 eta: 1 day, 2:31:58 time: 0.373 data_time: 0.007 memory: 6238 grad_norm: 5.7991 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0427 loss: 3.0427 2022/06/27 18:42:50 - mmengine - INFO - Epoch(train) [5][1520/3757] lr: 1.000e-02 eta: 1 day, 2:32:00 time: 0.214 data_time: 0.006 memory: 6238 grad_norm: 5.6301 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0668 loss: 3.0668 2022/06/27 18:42:55 - mmengine - INFO - Epoch(train) [5][1540/3757] lr: 1.000e-02 eta: 1 day, 2:32:02 time: 0.221 data_time: 0.018 memory: 6238 grad_norm: 6.0366 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6644 loss: 2.6644 2022/06/27 18:43:00 - mmengine - INFO - Epoch(train) [5][1560/3757] lr: 1.000e-02 eta: 1 day, 2:31:41 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 6.2294 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4112 loss: 2.4112 2022/06/27 18:43:05 - mmengine - INFO - Epoch(train) [5][1580/3757] lr: 1.000e-02 eta: 1 day, 2:31:26 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.2857 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4160 loss: 2.4160 2022/06/27 18:43:10 - mmengine - INFO - Epoch(train) [5][1600/3757] lr: 1.000e-02 eta: 1 day, 2:31:22 time: 0.220 data_time: 0.015 memory: 6238 grad_norm: 6.2342 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3096 loss: 2.3096 2022/06/27 18:43:16 - mmengine - INFO - Epoch(train) [5][1620/3757] lr: 1.000e-02 eta: 1 day, 2:31:19 time: 0.507 data_time: 0.006 memory: 6238 grad_norm: 5.2767 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5554 loss: 2.5554 2022/06/27 18:43:21 - mmengine - INFO - Epoch(train) [5][1640/3757] lr: 1.000e-02 eta: 1 day, 2:31:15 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.5358 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9467 loss: 1.9467 2022/06/27 18:43:26 - mmengine - INFO - Epoch(train) [5][1660/3757] lr: 1.000e-02 eta: 1 day, 2:31:05 time: 0.224 data_time: 0.027 memory: 6238 grad_norm: 6.3187 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9575 loss: 2.9575 2022/06/27 18:43:32 - mmengine - INFO - Epoch(train) [5][1680/3757] lr: 1.000e-02 eta: 1 day, 2:31:07 time: 0.454 data_time: 0.009 memory: 6238 grad_norm: 6.1118 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7510 loss: 2.7510 2022/06/27 18:43:36 - mmengine - INFO - Epoch(train) [5][1700/3757] lr: 1.000e-02 eta: 1 day, 2:30:49 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6670 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8608 loss: 2.8608 2022/06/27 18:43:42 - mmengine - INFO - Epoch(train) [5][1720/3757] lr: 1.000e-02 eta: 1 day, 2:30:38 time: 0.231 data_time: 0.031 memory: 6238 grad_norm: 5.5364 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5690 loss: 2.5690 2022/06/27 18:43:47 - mmengine - INFO - Epoch(train) [5][1740/3757] lr: 1.000e-02 eta: 1 day, 2:30:43 time: 0.705 data_time: 0.007 memory: 6238 grad_norm: 7.1843 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7350 loss: 2.7350 2022/06/27 18:43:52 - mmengine - INFO - Epoch(train) [5][1760/3757] lr: 1.000e-02 eta: 1 day, 2:30:22 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.3664 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4565 loss: 3.4565 2022/06/27 18:43:58 - mmengine - INFO - Epoch(train) [5][1780/3757] lr: 1.000e-02 eta: 1 day, 2:30:29 time: 0.233 data_time: 0.022 memory: 6238 grad_norm: 5.6986 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5732 loss: 2.5732 2022/06/27 18:44:03 - mmengine - INFO - Epoch(train) [5][1800/3757] lr: 1.000e-02 eta: 1 day, 2:30:11 time: 0.443 data_time: 0.006 memory: 6238 grad_norm: 5.3296 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2943 loss: 2.2943 2022/06/27 18:44:07 - mmengine - INFO - Epoch(train) [5][1820/3757] lr: 1.000e-02 eta: 1 day, 2:29:57 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.6446 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2391 loss: 2.2391 2022/06/27 18:44:13 - mmengine - INFO - Epoch(train) [5][1840/3757] lr: 1.000e-02 eta: 1 day, 2:30:00 time: 0.230 data_time: 0.022 memory: 6238 grad_norm: 6.1705 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7027 loss: 2.7027 2022/06/27 18:44:19 - mmengine - INFO - Epoch(train) [5][1860/3757] lr: 1.000e-02 eta: 1 day, 2:29:56 time: 0.746 data_time: 0.009 memory: 6238 grad_norm: 5.2962 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0998 loss: 3.0998 2022/06/27 18:44:23 - mmengine - INFO - Epoch(train) [5][1880/3757] lr: 1.000e-02 eta: 1 day, 2:29:42 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 6.0483 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3977 loss: 2.3977 2022/06/27 18:44:29 - mmengine - INFO - Epoch(train) [5][1900/3757] lr: 1.000e-02 eta: 1 day, 2:29:47 time: 0.241 data_time: 0.017 memory: 6238 grad_norm: 5.8541 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2997 loss: 2.2997 2022/06/27 18:44:35 - mmengine - INFO - Epoch(train) [5][1920/3757] lr: 1.000e-02 eta: 1 day, 2:29:58 time: 1.638 data_time: 0.006 memory: 6238 grad_norm: 4.7442 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2912 loss: 2.2912 2022/06/27 18:44:40 - mmengine - INFO - Epoch(train) [5][1940/3757] lr: 1.000e-02 eta: 1 day, 2:29:38 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 5.8913 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6358 loss: 2.6358 2022/06/27 18:44:45 - mmengine - INFO - Epoch(train) [5][1960/3757] lr: 1.000e-02 eta: 1 day, 2:29:30 time: 0.230 data_time: 0.029 memory: 6238 grad_norm: 5.8357 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7722 loss: 2.7722 2022/06/27 18:44:48 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:44:50 - mmengine - INFO - Epoch(train) [5][1980/3757] lr: 1.000e-02 eta: 1 day, 2:29:21 time: 0.356 data_time: 0.007 memory: 6238 grad_norm: 5.2944 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5188 loss: 2.5188 2022/06/27 18:44:56 - mmengine - INFO - Epoch(train) [5][2000/3757] lr: 1.000e-02 eta: 1 day, 2:29:16 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 6.6982 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3806 loss: 2.3806 2022/06/27 18:45:01 - mmengine - INFO - Epoch(train) [5][2020/3757] lr: 1.000e-02 eta: 1 day, 2:29:12 time: 0.323 data_time: 0.028 memory: 6238 grad_norm: 5.7952 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2779 loss: 2.2779 2022/06/27 18:45:06 - mmengine - INFO - Epoch(train) [5][2040/3757] lr: 1.000e-02 eta: 1 day, 2:29:10 time: 0.512 data_time: 0.006 memory: 6238 grad_norm: 5.4213 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8163 loss: 2.8163 2022/06/27 18:45:12 - mmengine - INFO - Epoch(train) [5][2060/3757] lr: 1.000e-02 eta: 1 day, 2:29:05 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 5.7312 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6714 loss: 2.6714 2022/06/27 18:45:17 - mmengine - INFO - Epoch(train) [5][2080/3757] lr: 1.000e-02 eta: 1 day, 2:28:57 time: 0.457 data_time: 0.021 memory: 6238 grad_norm: 4.9110 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5558 loss: 2.5558 2022/06/27 18:45:22 - mmengine - INFO - Epoch(train) [5][2100/3757] lr: 1.000e-02 eta: 1 day, 2:28:54 time: 0.385 data_time: 0.010 memory: 6238 grad_norm: 5.6313 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9075 loss: 2.9075 2022/06/27 18:45:28 - mmengine - INFO - Epoch(train) [5][2120/3757] lr: 1.000e-02 eta: 1 day, 2:28:49 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.0230 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9298 loss: 2.9298 2022/06/27 18:45:33 - mmengine - INFO - Epoch(train) [5][2140/3757] lr: 1.000e-02 eta: 1 day, 2:28:42 time: 0.227 data_time: 0.022 memory: 6238 grad_norm: 5.6224 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6198 loss: 2.6198 2022/06/27 18:45:38 - mmengine - INFO - Epoch(train) [5][2160/3757] lr: 1.000e-02 eta: 1 day, 2:28:37 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.6172 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9509 loss: 2.9509 2022/06/27 18:45:44 - mmengine - INFO - Epoch(train) [5][2180/3757] lr: 1.000e-02 eta: 1 day, 2:28:38 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.4908 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3942 loss: 2.3942 2022/06/27 18:45:49 - mmengine - INFO - Epoch(train) [5][2200/3757] lr: 1.000e-02 eta: 1 day, 2:28:22 time: 0.235 data_time: 0.018 memory: 6238 grad_norm: 6.3615 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4635 loss: 2.4635 2022/06/27 18:45:55 - mmengine - INFO - Epoch(train) [5][2220/3757] lr: 1.000e-02 eta: 1 day, 2:28:26 time: 0.323 data_time: 0.008 memory: 6238 grad_norm: 5.7946 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7111 loss: 2.7111 2022/06/27 18:46:01 - mmengine - INFO - Epoch(train) [5][2240/3757] lr: 1.000e-02 eta: 1 day, 2:28:36 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.5082 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5028 loss: 2.5028 2022/06/27 18:46:06 - mmengine - INFO - Epoch(train) [5][2260/3757] lr: 1.000e-02 eta: 1 day, 2:28:24 time: 0.239 data_time: 0.022 memory: 6238 grad_norm: 6.2133 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5485 loss: 2.5485 2022/06/27 18:46:11 - mmengine - INFO - Epoch(train) [5][2280/3757] lr: 1.000e-02 eta: 1 day, 2:28:19 time: 0.221 data_time: 0.005 memory: 6238 grad_norm: 5.8523 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7318 loss: 2.7318 2022/06/27 18:46:16 - mmengine - INFO - Epoch(train) [5][2300/3757] lr: 1.000e-02 eta: 1 day, 2:28:01 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.2745 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.3748 loss: 2.3748 2022/06/27 18:46:21 - mmengine - INFO - Epoch(train) [5][2320/3757] lr: 1.000e-02 eta: 1 day, 2:27:50 time: 0.243 data_time: 0.012 memory: 6238 grad_norm: 6.2260 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3173 loss: 2.3173 2022/06/27 18:46:26 - mmengine - INFO - Epoch(train) [5][2340/3757] lr: 1.000e-02 eta: 1 day, 2:27:47 time: 0.235 data_time: 0.006 memory: 6238 grad_norm: 6.3662 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4986 loss: 2.4986 2022/06/27 18:46:32 - mmengine - INFO - Epoch(train) [5][2360/3757] lr: 1.000e-02 eta: 1 day, 2:27:45 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 6.6403 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0366 loss: 3.0366 2022/06/27 18:46:37 - mmengine - INFO - Epoch(train) [5][2380/3757] lr: 1.000e-02 eta: 1 day, 2:27:43 time: 0.224 data_time: 0.019 memory: 6238 grad_norm: 5.5761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2463 loss: 2.2463 2022/06/27 18:46:42 - mmengine - INFO - Epoch(train) [5][2400/3757] lr: 1.000e-02 eta: 1 day, 2:27:40 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.5679 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0049 loss: 3.0049 2022/06/27 18:46:48 - mmengine - INFO - Epoch(train) [5][2420/3757] lr: 1.000e-02 eta: 1 day, 2:27:35 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 6.3392 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8446 loss: 2.8446 2022/06/27 18:46:53 - mmengine - INFO - Epoch(train) [5][2440/3757] lr: 1.000e-02 eta: 1 day, 2:27:26 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.0013 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5710 loss: 2.5710 2022/06/27 18:46:59 - mmengine - INFO - Epoch(train) [5][2460/3757] lr: 1.000e-02 eta: 1 day, 2:27:25 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.6857 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7555 loss: 2.7555 2022/06/27 18:47:03 - mmengine - INFO - Epoch(train) [5][2480/3757] lr: 1.000e-02 eta: 1 day, 2:27:08 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.5083 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5185 loss: 2.5185 2022/06/27 18:47:08 - mmengine - INFO - Epoch(train) [5][2500/3757] lr: 1.000e-02 eta: 1 day, 2:27:00 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 5.2627 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6210 loss: 2.6210 2022/06/27 18:47:14 - mmengine - INFO - Epoch(train) [5][2520/3757] lr: 1.000e-02 eta: 1 day, 2:27:03 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.8786 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6076 loss: 2.6076 2022/06/27 18:47:19 - mmengine - INFO - Epoch(train) [5][2540/3757] lr: 1.000e-02 eta: 1 day, 2:26:53 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.2430 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4172 loss: 2.4172 2022/06/27 18:47:25 - mmengine - INFO - Epoch(train) [5][2560/3757] lr: 1.000e-02 eta: 1 day, 2:26:48 time: 0.221 data_time: 0.012 memory: 6238 grad_norm: 6.0095 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9327 loss: 2.9327 2022/06/27 18:47:31 - mmengine - INFO - Epoch(train) [5][2580/3757] lr: 1.000e-02 eta: 1 day, 2:26:56 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.9179 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6103 loss: 2.6103 2022/06/27 18:47:36 - mmengine - INFO - Epoch(train) [5][2600/3757] lr: 1.000e-02 eta: 1 day, 2:26:57 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 6.2279 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.5863 loss: 2.5863 2022/06/27 18:47:41 - mmengine - INFO - Epoch(train) [5][2620/3757] lr: 1.000e-02 eta: 1 day, 2:26:38 time: 0.216 data_time: 0.016 memory: 6238 grad_norm: 6.1859 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9854 loss: 2.9854 2022/06/27 18:47:46 - mmengine - INFO - Epoch(train) [5][2640/3757] lr: 1.000e-02 eta: 1 day, 2:26:32 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.9529 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4835 loss: 2.4835 2022/06/27 18:47:52 - mmengine - INFO - Epoch(train) [5][2660/3757] lr: 1.000e-02 eta: 1 day, 2:26:30 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.5526 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5096 loss: 2.5096 2022/06/27 18:47:57 - mmengine - INFO - Epoch(train) [5][2680/3757] lr: 1.000e-02 eta: 1 day, 2:26:20 time: 0.219 data_time: 0.009 memory: 6238 grad_norm: 5.4049 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4549 loss: 2.4549 2022/06/27 18:48:03 - mmengine - INFO - Epoch(train) [5][2700/3757] lr: 1.000e-02 eta: 1 day, 2:26:28 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.3638 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.9574 loss: 2.9574 2022/06/27 18:48:08 - mmengine - INFO - Epoch(train) [5][2720/3757] lr: 1.000e-02 eta: 1 day, 2:26:30 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.7441 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5595 loss: 2.5595 2022/06/27 18:48:13 - mmengine - INFO - Epoch(train) [5][2740/3757] lr: 1.000e-02 eta: 1 day, 2:26:07 time: 0.223 data_time: 0.009 memory: 6238 grad_norm: 5.4884 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3577 loss: 2.3577 2022/06/27 18:48:18 - mmengine - INFO - Epoch(train) [5][2760/3757] lr: 1.000e-02 eta: 1 day, 2:25:56 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.1513 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4911 loss: 2.4911 2022/06/27 18:48:24 - mmengine - INFO - Epoch(train) [5][2780/3757] lr: 1.000e-02 eta: 1 day, 2:26:04 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.2756 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7250 loss: 2.7250 2022/06/27 18:48:29 - mmengine - INFO - Epoch(train) [5][2800/3757] lr: 1.000e-02 eta: 1 day, 2:25:50 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.5396 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7709 loss: 2.7709 2022/06/27 18:48:34 - mmengine - INFO - Epoch(train) [5][2820/3757] lr: 1.000e-02 eta: 1 day, 2:25:47 time: 0.224 data_time: 0.009 memory: 6238 grad_norm: 5.8294 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2712 loss: 2.2712 2022/06/27 18:48:39 - mmengine - INFO - Epoch(train) [5][2840/3757] lr: 1.000e-02 eta: 1 day, 2:25:42 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 6.1963 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7078 loss: 2.7078 2022/06/27 18:48:44 - mmengine - INFO - Epoch(train) [5][2860/3757] lr: 1.000e-02 eta: 1 day, 2:25:27 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.0202 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3597 loss: 2.3597 2022/06/27 18:48:50 - mmengine - INFO - Epoch(train) [5][2880/3757] lr: 1.000e-02 eta: 1 day, 2:25:35 time: 0.215 data_time: 0.017 memory: 6238 grad_norm: 5.6581 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7048 loss: 2.7048 2022/06/27 18:48:56 - mmengine - INFO - Epoch(train) [5][2900/3757] lr: 1.000e-02 eta: 1 day, 2:25:34 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 6.0123 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5322 loss: 2.5322 2022/06/27 18:49:01 - mmengine - INFO - Epoch(train) [5][2920/3757] lr: 1.000e-02 eta: 1 day, 2:25:19 time: 0.214 data_time: 0.011 memory: 6238 grad_norm: 5.4602 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2340 loss: 2.2340 2022/06/27 18:49:06 - mmengine - INFO - Epoch(train) [5][2940/3757] lr: 1.000e-02 eta: 1 day, 2:25:05 time: 0.218 data_time: 0.018 memory: 6238 grad_norm: 5.7914 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9641 loss: 2.9641 2022/06/27 18:49:11 - mmengine - INFO - Epoch(train) [5][2960/3757] lr: 1.000e-02 eta: 1 day, 2:25:07 time: 0.226 data_time: 0.009 memory: 6238 grad_norm: 5.9246 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4836 loss: 2.4836 2022/06/27 18:49:14 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:49:16 - mmengine - INFO - Epoch(train) [5][2980/3757] lr: 1.000e-02 eta: 1 day, 2:25:00 time: 0.215 data_time: 0.014 memory: 6238 grad_norm: 6.0416 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4951 loss: 2.4951 2022/06/27 18:49:22 - mmengine - INFO - Epoch(train) [5][3000/3757] lr: 1.000e-02 eta: 1 day, 2:25:00 time: 0.241 data_time: 0.009 memory: 6238 grad_norm: 5.7972 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7246 loss: 2.7246 2022/06/27 18:49:28 - mmengine - INFO - Epoch(train) [5][3020/3757] lr: 1.000e-02 eta: 1 day, 2:25:07 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 4.9696 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1724 loss: 2.1724 2022/06/27 18:49:33 - mmengine - INFO - Epoch(train) [5][3040/3757] lr: 1.000e-02 eta: 1 day, 2:24:58 time: 0.220 data_time: 0.015 memory: 6238 grad_norm: 5.4405 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8321 loss: 2.8321 2022/06/27 18:49:38 - mmengine - INFO - Epoch(train) [5][3060/3757] lr: 1.000e-02 eta: 1 day, 2:24:49 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 5.9182 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8727 loss: 2.8727 2022/06/27 18:49:44 - mmengine - INFO - Epoch(train) [5][3080/3757] lr: 1.000e-02 eta: 1 day, 2:24:57 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.8473 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3467 loss: 2.3467 2022/06/27 18:49:49 - mmengine - INFO - Epoch(train) [5][3100/3757] lr: 1.000e-02 eta: 1 day, 2:24:44 time: 0.216 data_time: 0.013 memory: 6238 grad_norm: 5.6548 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7851 loss: 2.7851 2022/06/27 18:49:55 - mmengine - INFO - Epoch(train) [5][3120/3757] lr: 1.000e-02 eta: 1 day, 2:24:40 time: 0.332 data_time: 0.011 memory: 6238 grad_norm: 5.6458 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2213 loss: 2.2213 2022/06/27 18:50:00 - mmengine - INFO - Epoch(train) [5][3140/3757] lr: 1.000e-02 eta: 1 day, 2:24:30 time: 0.218 data_time: 0.012 memory: 6238 grad_norm: 5.6494 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4799 loss: 2.4799 2022/06/27 18:50:05 - mmengine - INFO - Epoch(train) [5][3160/3757] lr: 1.000e-02 eta: 1 day, 2:24:25 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.6650 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4299 loss: 2.4299 2022/06/27 18:50:10 - mmengine - INFO - Epoch(train) [5][3180/3757] lr: 1.000e-02 eta: 1 day, 2:24:21 time: 0.701 data_time: 0.012 memory: 6238 grad_norm: 5.2686 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7206 loss: 2.7206 2022/06/27 18:50:16 - mmengine - INFO - Epoch(train) [5][3200/3757] lr: 1.000e-02 eta: 1 day, 2:24:30 time: 0.222 data_time: 0.020 memory: 6238 grad_norm: 5.2694 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7082 loss: 2.7082 2022/06/27 18:50:21 - mmengine - INFO - Epoch(train) [5][3220/3757] lr: 1.000e-02 eta: 1 day, 2:24:12 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 6.2151 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4764 loss: 2.4764 2022/06/27 18:50:26 - mmengine - INFO - Epoch(train) [5][3240/3757] lr: 1.000e-02 eta: 1 day, 2:24:04 time: 0.237 data_time: 0.010 memory: 6238 grad_norm: 5.2797 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0643 loss: 3.0643 2022/06/27 18:50:32 - mmengine - INFO - Epoch(train) [5][3260/3757] lr: 1.000e-02 eta: 1 day, 2:23:59 time: 0.221 data_time: 0.014 memory: 6238 grad_norm: 5.3487 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8727 loss: 2.8727 2022/06/27 18:50:37 - mmengine - INFO - Epoch(train) [5][3280/3757] lr: 1.000e-02 eta: 1 day, 2:23:57 time: 0.226 data_time: 0.012 memory: 6238 grad_norm: 5.0425 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7681 loss: 2.7681 2022/06/27 18:50:42 - mmengine - INFO - Epoch(train) [5][3300/3757] lr: 1.000e-02 eta: 1 day, 2:23:46 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 5.8885 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3649 loss: 2.3649 2022/06/27 18:50:48 - mmengine - INFO - Epoch(train) [5][3320/3757] lr: 1.000e-02 eta: 1 day, 2:23:55 time: 0.214 data_time: 0.006 memory: 6238 grad_norm: 5.6138 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5459 loss: 2.5459 2022/06/27 18:50:53 - mmengine - INFO - Epoch(train) [5][3340/3757] lr: 1.000e-02 eta: 1 day, 2:23:43 time: 0.236 data_time: 0.033 memory: 6238 grad_norm: 5.5687 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4823 loss: 2.4823 2022/06/27 18:50:58 - mmengine - INFO - Epoch(train) [5][3360/3757] lr: 1.000e-02 eta: 1 day, 2:23:37 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.7097 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4538 loss: 2.4538 2022/06/27 18:51:04 - mmengine - INFO - Epoch(train) [5][3380/3757] lr: 1.000e-02 eta: 1 day, 2:23:28 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.8569 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9401 loss: 2.9401 2022/06/27 18:51:09 - mmengine - INFO - Epoch(train) [5][3400/3757] lr: 1.000e-02 eta: 1 day, 2:23:22 time: 0.542 data_time: 0.331 memory: 6238 grad_norm: 5.4498 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6091 loss: 2.6091 2022/06/27 18:51:15 - mmengine - INFO - Epoch(train) [5][3420/3757] lr: 1.000e-02 eta: 1 day, 2:23:30 time: 0.415 data_time: 0.007 memory: 6238 grad_norm: 5.7855 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2279 loss: 2.2279 2022/06/27 18:51:20 - mmengine - INFO - Epoch(train) [5][3440/3757] lr: 1.000e-02 eta: 1 day, 2:23:19 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.8685 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8655 loss: 2.8655 2022/06/27 18:51:25 - mmengine - INFO - Epoch(train) [5][3460/3757] lr: 1.000e-02 eta: 1 day, 2:23:11 time: 0.233 data_time: 0.036 memory: 6238 grad_norm: 5.4017 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6885 loss: 2.6885 2022/06/27 18:51:31 - mmengine - INFO - Epoch(train) [5][3480/3757] lr: 1.000e-02 eta: 1 day, 2:23:09 time: 0.422 data_time: 0.009 memory: 6238 grad_norm: 5.3557 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0359 loss: 3.0359 2022/06/27 18:51:36 - mmengine - INFO - Epoch(train) [5][3500/3757] lr: 1.000e-02 eta: 1 day, 2:23:05 time: 0.234 data_time: 0.007 memory: 6238 grad_norm: 6.0584 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6991 loss: 2.6991 2022/06/27 18:51:41 - mmengine - INFO - Epoch(train) [5][3520/3757] lr: 1.000e-02 eta: 1 day, 2:22:58 time: 0.258 data_time: 0.059 memory: 6238 grad_norm: 5.4367 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4097 loss: 2.4097 2022/06/27 18:51:47 - mmengine - INFO - Epoch(train) [5][3540/3757] lr: 1.000e-02 eta: 1 day, 2:22:55 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.9694 top1_acc: 0.1250 top5_acc: 1.0000 loss_cls: 2.2333 loss: 2.2333 2022/06/27 18:51:52 - mmengine - INFO - Epoch(train) [5][3560/3757] lr: 1.000e-02 eta: 1 day, 2:22:51 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.9938 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4575 loss: 2.4575 2022/06/27 18:51:58 - mmengine - INFO - Epoch(train) [5][3580/3757] lr: 1.000e-02 eta: 1 day, 2:23:01 time: 0.227 data_time: 0.029 memory: 6238 grad_norm: 5.4977 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5722 loss: 2.5722 2022/06/27 18:52:03 - mmengine - INFO - Epoch(train) [5][3600/3757] lr: 1.000e-02 eta: 1 day, 2:22:42 time: 0.225 data_time: 0.023 memory: 6238 grad_norm: 5.8508 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6249 loss: 2.6249 2022/06/27 18:52:07 - mmengine - INFO - Epoch(train) [5][3620/3757] lr: 1.000e-02 eta: 1 day, 2:22:21 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 4.8462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4502 loss: 2.4502 2022/06/27 18:52:12 - mmengine - INFO - Epoch(train) [5][3640/3757] lr: 1.000e-02 eta: 1 day, 2:21:59 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 5.3228 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8544 loss: 2.8544 2022/06/27 18:52:17 - mmengine - INFO - Epoch(train) [5][3660/3757] lr: 1.000e-02 eta: 1 day, 2:21:55 time: 0.233 data_time: 0.020 memory: 6238 grad_norm: 6.0514 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3890 loss: 3.3890 2022/06/27 18:52:22 - mmengine - INFO - Epoch(train) [5][3680/3757] lr: 1.000e-02 eta: 1 day, 2:21:45 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.8851 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2702 loss: 2.2702 2022/06/27 18:52:28 - mmengine - INFO - Epoch(train) [5][3700/3757] lr: 1.000e-02 eta: 1 day, 2:21:48 time: 0.222 data_time: 0.020 memory: 6238 grad_norm: 5.2673 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1324 loss: 3.1324 2022/06/27 18:52:33 - mmengine - INFO - Epoch(train) [5][3720/3757] lr: 1.000e-02 eta: 1 day, 2:21:40 time: 0.233 data_time: 0.009 memory: 6238 grad_norm: 5.7298 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8431 loss: 2.8431 2022/06/27 18:52:39 - mmengine - INFO - Epoch(train) [5][3740/3757] lr: 1.000e-02 eta: 1 day, 2:21:52 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 4.8863 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3357 loss: 2.3357 2022/06/27 18:52:43 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:52:43 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/06/27 18:52:54 - mmengine - INFO - Epoch(val) [5][20/310] eta: 0:01:26 time: 0.095 data_time: 0.008 memory: 6238 2022/06/27 18:52:59 - mmengine - INFO - Epoch(val) [5][40/310] eta: 0:01:16 time: 0.137 data_time: 0.047 memory: 1479 2022/06/27 18:53:03 - mmengine - INFO - Epoch(val) [5][60/310] eta: 0:00:22 time: 0.089 data_time: 0.007 memory: 1479 2022/06/27 18:53:09 - mmengine - INFO - Epoch(val) [5][80/310] eta: 0:01:12 time: 0.093 data_time: 0.005 memory: 1479 2022/06/27 18:53:15 - mmengine - INFO - Epoch(val) [5][100/310] eta: 0:01:02 time: 0.282 data_time: 0.182 memory: 1479 2022/06/27 18:53:19 - mmengine - INFO - Epoch(val) [5][120/310] eta: 0:00:21 time: 0.088 data_time: 0.005 memory: 1479 2022/06/27 18:53:25 - mmengine - INFO - Epoch(val) [5][140/310] eta: 0:00:54 time: 0.086 data_time: 0.004 memory: 1479 2022/06/27 18:53:32 - mmengine - INFO - Epoch(val) [5][160/310] eta: 0:00:47 time: 2.152 data_time: 2.048 memory: 1479 2022/06/27 18:53:36 - mmengine - INFO - Epoch(val) [5][180/310] eta: 0:00:40 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 18:53:41 - mmengine - INFO - Epoch(val) [5][200/310] eta: 0:00:32 time: 0.093 data_time: 0.005 memory: 1479 2022/06/27 18:53:47 - mmengine - INFO - Epoch(val) [5][220/310] eta: 0:00:26 time: 0.887 data_time: 0.786 memory: 1479 2022/06/27 18:53:51 - mmengine - INFO - Epoch(val) [5][240/310] eta: 0:00:19 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 18:53:57 - mmengine - INFO - Epoch(val) [5][260/310] eta: 0:00:16 time: 0.096 data_time: 0.006 memory: 1479 2022/06/27 18:54:02 - mmengine - INFO - Epoch(val) [5][280/310] eta: 0:00:07 time: 1.113 data_time: 1.015 memory: 1479 2022/06/27 18:54:05 - mmengine - INFO - Epoch(val) [5][300/310] eta: 0:00:01 time: 0.085 data_time: 0.005 memory: 1479 2022/06/27 18:54:07 - mmengine - INFO - Epoch(val) [5][310/310] acc/top1: 0.4500 acc/top5: 0.7247 acc/mean1: 0.4497 2022/06/27 18:54:15 - mmengine - INFO - Epoch(train) [6][20/3757] lr: 1.000e-02 eta: 1 day, 2:21:51 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.9790 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4033 loss: 2.4033 2022/06/27 18:54:21 - mmengine - INFO - Epoch(train) [6][40/3757] lr: 1.000e-02 eta: 1 day, 2:21:54 time: 0.219 data_time: 0.009 memory: 6238 grad_norm: 5.4094 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7692 loss: 2.7692 2022/06/27 18:54:26 - mmengine - INFO - Epoch(train) [6][60/3757] lr: 1.000e-02 eta: 1 day, 2:21:45 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.9500 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5044 loss: 2.5044 2022/06/27 18:54:31 - mmengine - INFO - Epoch(train) [6][80/3757] lr: 1.000e-02 eta: 1 day, 2:21:38 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 6.1479 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7231 loss: 2.7231 2022/06/27 18:54:37 - mmengine - INFO - Epoch(train) [6][100/3757] lr: 1.000e-02 eta: 1 day, 2:21:35 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.7385 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4596 loss: 2.4596 2022/06/27 18:54:42 - mmengine - INFO - Epoch(train) [6][120/3757] lr: 1.000e-02 eta: 1 day, 2:21:32 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.3497 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8654 loss: 2.8654 2022/06/27 18:54:48 - mmengine - INFO - Epoch(train) [6][140/3757] lr: 1.000e-02 eta: 1 day, 2:21:30 time: 0.212 data_time: 0.010 memory: 6238 grad_norm: 5.5424 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2166 loss: 2.2166 2022/06/27 18:54:52 - mmengine - INFO - Epoch(train) [6][160/3757] lr: 1.000e-02 eta: 1 day, 2:21:16 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.1409 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5626 loss: 2.5626 2022/06/27 18:54:58 - mmengine - INFO - Epoch(train) [6][180/3757] lr: 1.000e-02 eta: 1 day, 2:21:19 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.4156 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8316 loss: 2.8316 2022/06/27 18:55:04 - mmengine - INFO - Epoch(train) [6][200/3757] lr: 1.000e-02 eta: 1 day, 2:21:15 time: 0.222 data_time: 0.017 memory: 6238 grad_norm: 6.0600 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3836 loss: 2.3836 2022/06/27 18:55:07 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:55:08 - mmengine - INFO - Epoch(train) [6][220/3757] lr: 1.000e-02 eta: 1 day, 2:21:00 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.0424 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3697 loss: 2.3697 2022/06/27 18:55:13 - mmengine - INFO - Epoch(train) [6][240/3757] lr: 1.000e-02 eta: 1 day, 2:20:46 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.2189 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4848 loss: 2.4848 2022/06/27 18:55:20 - mmengine - INFO - Epoch(train) [6][260/3757] lr: 1.000e-02 eta: 1 day, 2:20:57 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.5813 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9738 loss: 2.9738 2022/06/27 18:55:26 - mmengine - INFO - Epoch(train) [6][280/3757] lr: 1.000e-02 eta: 1 day, 2:21:10 time: 0.652 data_time: 0.007 memory: 6238 grad_norm: 6.1370 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5057 loss: 2.5057 2022/06/27 18:55:30 - mmengine - INFO - Epoch(train) [6][300/3757] lr: 1.000e-02 eta: 1 day, 2:20:49 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.2296 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9634 loss: 2.9634 2022/06/27 18:55:35 - mmengine - INFO - Epoch(train) [6][320/3757] lr: 1.000e-02 eta: 1 day, 2:20:37 time: 0.248 data_time: 0.008 memory: 6238 grad_norm: 5.8085 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8299 loss: 2.8299 2022/06/27 18:55:40 - mmengine - INFO - Epoch(train) [6][340/3757] lr: 1.000e-02 eta: 1 day, 2:20:29 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.7094 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5599 loss: 2.5599 2022/06/27 18:55:46 - mmengine - INFO - Epoch(train) [6][360/3757] lr: 1.000e-02 eta: 1 day, 2:20:24 time: 0.224 data_time: 0.011 memory: 6238 grad_norm: 6.1231 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0136 loss: 3.0136 2022/06/27 18:55:51 - mmengine - INFO - Epoch(train) [6][380/3757] lr: 1.000e-02 eta: 1 day, 2:20:21 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 7.1194 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8392 loss: 1.8392 2022/06/27 18:55:57 - mmengine - INFO - Epoch(train) [6][400/3757] lr: 1.000e-02 eta: 1 day, 2:20:19 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.3802 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3114 loss: 2.3114 2022/06/27 18:56:02 - mmengine - INFO - Epoch(train) [6][420/3757] lr: 1.000e-02 eta: 1 day, 2:20:08 time: 0.218 data_time: 0.021 memory: 6238 grad_norm: 5.3724 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2346 loss: 2.2346 2022/06/27 18:56:07 - mmengine - INFO - Epoch(train) [6][440/3757] lr: 1.000e-02 eta: 1 day, 2:20:04 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.6672 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.5260 loss: 2.5260 2022/06/27 18:56:12 - mmengine - INFO - Epoch(train) [6][460/3757] lr: 1.000e-02 eta: 1 day, 2:19:56 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 6.0179 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0631 loss: 3.0631 2022/06/27 18:56:18 - mmengine - INFO - Epoch(train) [6][480/3757] lr: 1.000e-02 eta: 1 day, 2:19:57 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.4714 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6229 loss: 2.6229 2022/06/27 18:56:23 - mmengine - INFO - Epoch(train) [6][500/3757] lr: 1.000e-02 eta: 1 day, 2:19:49 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.6951 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5653 loss: 2.5653 2022/06/27 18:56:28 - mmengine - INFO - Epoch(train) [6][520/3757] lr: 1.000e-02 eta: 1 day, 2:19:43 time: 0.220 data_time: 0.014 memory: 6238 grad_norm: 6.0318 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7415 loss: 2.7415 2022/06/27 18:56:33 - mmengine - INFO - Epoch(train) [6][540/3757] lr: 1.000e-02 eta: 1 day, 2:19:32 time: 0.220 data_time: 0.012 memory: 6238 grad_norm: 5.4660 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3058 loss: 2.3058 2022/06/27 18:56:39 - mmengine - INFO - Epoch(train) [6][560/3757] lr: 1.000e-02 eta: 1 day, 2:19:31 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.8842 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6181 loss: 2.6181 2022/06/27 18:56:44 - mmengine - INFO - Epoch(train) [6][580/3757] lr: 1.000e-02 eta: 1 day, 2:19:26 time: 0.210 data_time: 0.012 memory: 6238 grad_norm: 5.9311 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4125 loss: 2.4125 2022/06/27 18:56:50 - mmengine - INFO - Epoch(train) [6][600/3757] lr: 1.000e-02 eta: 1 day, 2:19:22 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.8772 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5048 loss: 2.5048 2022/06/27 18:56:55 - mmengine - INFO - Epoch(train) [6][620/3757] lr: 1.000e-02 eta: 1 day, 2:19:11 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.8076 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3191 loss: 2.3191 2022/06/27 18:57:00 - mmengine - INFO - Epoch(train) [6][640/3757] lr: 1.000e-02 eta: 1 day, 2:19:11 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.8536 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4392 loss: 2.4392 2022/06/27 18:57:06 - mmengine - INFO - Epoch(train) [6][660/3757] lr: 1.000e-02 eta: 1 day, 2:19:07 time: 0.499 data_time: 0.270 memory: 6238 grad_norm: 5.2866 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6379 loss: 2.6379 2022/06/27 18:57:10 - mmengine - INFO - Epoch(train) [6][680/3757] lr: 1.000e-02 eta: 1 day, 2:18:47 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.4454 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6822 loss: 2.6822 2022/06/27 18:57:16 - mmengine - INFO - Epoch(train) [6][700/3757] lr: 1.000e-02 eta: 1 day, 2:18:41 time: 0.457 data_time: 0.011 memory: 6238 grad_norm: 6.1054 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7249 loss: 2.7249 2022/06/27 18:57:21 - mmengine - INFO - Epoch(train) [6][720/3757] lr: 1.000e-02 eta: 1 day, 2:18:34 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.1792 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4651 loss: 2.4651 2022/06/27 18:57:26 - mmengine - INFO - Epoch(train) [6][740/3757] lr: 1.000e-02 eta: 1 day, 2:18:29 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 5.8526 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4435 loss: 2.4435 2022/06/27 18:57:31 - mmengine - INFO - Epoch(train) [6][760/3757] lr: 1.000e-02 eta: 1 day, 2:18:21 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.4888 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6322 loss: 2.6322 2022/06/27 18:57:37 - mmengine - INFO - Epoch(train) [6][780/3757] lr: 1.000e-02 eta: 1 day, 2:18:19 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 5.6770 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7247 loss: 2.7247 2022/06/27 18:57:41 - mmengine - INFO - Epoch(train) [6][800/3757] lr: 1.000e-02 eta: 1 day, 2:18:02 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.5984 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5930 loss: 2.5930 2022/06/27 18:57:48 - mmengine - INFO - Epoch(train) [6][820/3757] lr: 1.000e-02 eta: 1 day, 2:18:10 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.8974 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5584 loss: 2.5584 2022/06/27 18:57:53 - mmengine - INFO - Epoch(train) [6][840/3757] lr: 1.000e-02 eta: 1 day, 2:17:59 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.1107 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0325 loss: 3.0325 2022/06/27 18:57:58 - mmengine - INFO - Epoch(train) [6][860/3757] lr: 1.000e-02 eta: 1 day, 2:17:57 time: 0.214 data_time: 0.009 memory: 6238 grad_norm: 5.6498 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8124 loss: 2.8124 2022/06/27 18:58:03 - mmengine - INFO - Epoch(train) [6][880/3757] lr: 1.000e-02 eta: 1 day, 2:17:42 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.3052 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2769 loss: 2.2769 2022/06/27 18:58:08 - mmengine - INFO - Epoch(train) [6][900/3757] lr: 1.000e-02 eta: 1 day, 2:17:34 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.8669 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0695 loss: 2.0695 2022/06/27 18:58:13 - mmengine - INFO - Epoch(train) [6][920/3757] lr: 1.000e-02 eta: 1 day, 2:17:22 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.0147 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.5204 loss: 2.5204 2022/06/27 18:58:19 - mmengine - INFO - Epoch(train) [6][940/3757] lr: 1.000e-02 eta: 1 day, 2:17:24 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.5406 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6269 loss: 2.6269 2022/06/27 18:58:24 - mmengine - INFO - Epoch(train) [6][960/3757] lr: 1.000e-02 eta: 1 day, 2:17:25 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.7852 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7252 loss: 2.7252 2022/06/27 18:58:29 - mmengine - INFO - Epoch(train) [6][980/3757] lr: 1.000e-02 eta: 1 day, 2:17:09 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 6.2888 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2537 loss: 2.2537 2022/06/27 18:58:34 - mmengine - INFO - Epoch(train) [6][1000/3757] lr: 1.000e-02 eta: 1 day, 2:17:02 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 6.1280 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6220 loss: 2.6220 2022/06/27 18:58:40 - mmengine - INFO - Epoch(train) [6][1020/3757] lr: 1.000e-02 eta: 1 day, 2:17:06 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.7061 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2782 loss: 2.2782 2022/06/27 18:58:45 - mmengine - INFO - Epoch(train) [6][1040/3757] lr: 1.000e-02 eta: 1 day, 2:16:47 time: 0.222 data_time: 0.009 memory: 6238 grad_norm: 6.1641 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9390 loss: 2.9390 2022/06/27 18:58:50 - mmengine - INFO - Epoch(train) [6][1060/3757] lr: 1.000e-02 eta: 1 day, 2:16:42 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.1666 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6634 loss: 2.6634 2022/06/27 18:58:55 - mmengine - INFO - Epoch(train) [6][1080/3757] lr: 1.000e-02 eta: 1 day, 2:16:29 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.6667 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7758 loss: 2.7758 2022/06/27 18:59:00 - mmengine - INFO - Epoch(train) [6][1100/3757] lr: 1.000e-02 eta: 1 day, 2:16:28 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.6279 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4500 loss: 2.4500 2022/06/27 18:59:05 - mmengine - INFO - Epoch(train) [6][1120/3757] lr: 1.000e-02 eta: 1 day, 2:16:15 time: 0.246 data_time: 0.009 memory: 6238 grad_norm: 5.2547 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4359 loss: 2.4359 2022/06/27 18:59:11 - mmengine - INFO - Epoch(train) [6][1140/3757] lr: 1.000e-02 eta: 1 day, 2:16:17 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.7834 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0117 loss: 3.0117 2022/06/27 18:59:17 - mmengine - INFO - Epoch(train) [6][1160/3757] lr: 1.000e-02 eta: 1 day, 2:16:28 time: 0.230 data_time: 0.019 memory: 6238 grad_norm: 5.7341 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4343 loss: 2.4343 2022/06/27 18:59:22 - mmengine - INFO - Epoch(train) [6][1180/3757] lr: 1.000e-02 eta: 1 day, 2:16:09 time: 0.229 data_time: 0.010 memory: 6238 grad_norm: 5.3172 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6083 loss: 2.6083 2022/06/27 18:59:27 - mmengine - INFO - Epoch(train) [6][1200/3757] lr: 1.000e-02 eta: 1 day, 2:15:55 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.8646 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6770 loss: 2.6770 2022/06/27 18:59:30 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 18:59:32 - mmengine - INFO - Epoch(train) [6][1220/3757] lr: 1.000e-02 eta: 1 day, 2:15:54 time: 0.223 data_time: 0.009 memory: 6238 grad_norm: 5.8654 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4793 loss: 2.4793 2022/06/27 18:59:37 - mmengine - INFO - Epoch(train) [6][1240/3757] lr: 1.000e-02 eta: 1 day, 2:15:40 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 6.2119 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6969 loss: 2.6969 2022/06/27 18:59:43 - mmengine - INFO - Epoch(train) [6][1260/3757] lr: 1.000e-02 eta: 1 day, 2:15:41 time: 0.221 data_time: 0.014 memory: 6238 grad_norm: 6.5111 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9591 loss: 2.9591 2022/06/27 18:59:48 - mmengine - INFO - Epoch(train) [6][1280/3757] lr: 1.000e-02 eta: 1 day, 2:15:42 time: 0.234 data_time: 0.006 memory: 6238 grad_norm: 5.9592 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8752 loss: 2.8752 2022/06/27 18:59:53 - mmengine - INFO - Epoch(train) [6][1300/3757] lr: 1.000e-02 eta: 1 day, 2:15:28 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.1246 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2909 loss: 2.2909 2022/06/27 18:59:59 - mmengine - INFO - Epoch(train) [6][1320/3757] lr: 1.000e-02 eta: 1 day, 2:15:24 time: 0.219 data_time: 0.009 memory: 6238 grad_norm: 6.0161 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6754 loss: 2.6754 2022/06/27 19:00:04 - mmengine - INFO - Epoch(train) [6][1340/3757] lr: 1.000e-02 eta: 1 day, 2:15:22 time: 0.244 data_time: 0.040 memory: 6238 grad_norm: 5.6187 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5259 loss: 2.5259 2022/06/27 19:00:09 - mmengine - INFO - Epoch(train) [6][1360/3757] lr: 1.000e-02 eta: 1 day, 2:15:13 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.2716 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6474 loss: 2.6474 2022/06/27 19:00:15 - mmengine - INFO - Epoch(train) [6][1380/3757] lr: 1.000e-02 eta: 1 day, 2:15:12 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 6.0629 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8374 loss: 2.8374 2022/06/27 19:00:20 - mmengine - INFO - Epoch(train) [6][1400/3757] lr: 1.000e-02 eta: 1 day, 2:15:06 time: 0.221 data_time: 0.013 memory: 6238 grad_norm: 5.5289 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2563 loss: 3.2563 2022/06/27 19:00:26 - mmengine - INFO - Epoch(train) [6][1420/3757] lr: 1.000e-02 eta: 1 day, 2:15:03 time: 0.349 data_time: 0.007 memory: 6238 grad_norm: 5.6534 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4592 loss: 2.4592 2022/06/27 19:00:31 - mmengine - INFO - Epoch(train) [6][1440/3757] lr: 1.000e-02 eta: 1 day, 2:14:53 time: 0.240 data_time: 0.013 memory: 6238 grad_norm: 6.0406 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.6872 loss: 2.6872 2022/06/27 19:00:36 - mmengine - INFO - Epoch(train) [6][1460/3757] lr: 1.000e-02 eta: 1 day, 2:14:50 time: 0.250 data_time: 0.010 memory: 6238 grad_norm: 4.9567 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2116 loss: 2.2116 2022/06/27 19:00:41 - mmengine - INFO - Epoch(train) [6][1480/3757] lr: 1.000e-02 eta: 1 day, 2:14:32 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.9570 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0905 loss: 3.0905 2022/06/27 19:00:47 - mmengine - INFO - Epoch(train) [6][1500/3757] lr: 1.000e-02 eta: 1 day, 2:14:37 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.7749 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0057 loss: 3.0057 2022/06/27 19:00:51 - mmengine - INFO - Epoch(train) [6][1520/3757] lr: 1.000e-02 eta: 1 day, 2:14:21 time: 0.217 data_time: 0.012 memory: 6238 grad_norm: 6.0550 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8560 loss: 2.8560 2022/06/27 19:00:56 - mmengine - INFO - Epoch(train) [6][1540/3757] lr: 1.000e-02 eta: 1 day, 2:14:13 time: 0.228 data_time: 0.018 memory: 6238 grad_norm: 5.5917 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0597 loss: 3.0597 2022/06/27 19:01:02 - mmengine - INFO - Epoch(train) [6][1560/3757] lr: 1.000e-02 eta: 1 day, 2:14:11 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.3303 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0153 loss: 3.0153 2022/06/27 19:01:07 - mmengine - INFO - Epoch(train) [6][1580/3757] lr: 1.000e-02 eta: 1 day, 2:14:08 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 6.6763 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7996 loss: 2.7996 2022/06/27 19:01:12 - mmengine - INFO - Epoch(train) [6][1600/3757] lr: 1.000e-02 eta: 1 day, 2:13:56 time: 0.223 data_time: 0.015 memory: 6238 grad_norm: 5.8599 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6772 loss: 2.6772 2022/06/27 19:01:18 - mmengine - INFO - Epoch(train) [6][1620/3757] lr: 1.000e-02 eta: 1 day, 2:14:05 time: 0.228 data_time: 0.008 memory: 6238 grad_norm: 5.7885 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.7946 loss: 2.7946 2022/06/27 19:01:23 - mmengine - INFO - Epoch(train) [6][1640/3757] lr: 1.000e-02 eta: 1 day, 2:13:45 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.9860 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5506 loss: 2.5506 2022/06/27 19:01:28 - mmengine - INFO - Epoch(train) [6][1660/3757] lr: 1.000e-02 eta: 1 day, 2:13:29 time: 0.218 data_time: 0.013 memory: 6238 grad_norm: 5.8379 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7370 loss: 2.7370 2022/06/27 19:01:33 - mmengine - INFO - Epoch(train) [6][1680/3757] lr: 1.000e-02 eta: 1 day, 2:13:18 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.8021 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6603 loss: 2.6603 2022/06/27 19:01:38 - mmengine - INFO - Epoch(train) [6][1700/3757] lr: 1.000e-02 eta: 1 day, 2:13:17 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.7767 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3108 loss: 2.3108 2022/06/27 19:01:44 - mmengine - INFO - Epoch(train) [6][1720/3757] lr: 1.000e-02 eta: 1 day, 2:13:13 time: 0.217 data_time: 0.012 memory: 6238 grad_norm: 5.7678 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3858 loss: 2.3858 2022/06/27 19:01:48 - mmengine - INFO - Epoch(train) [6][1740/3757] lr: 1.000e-02 eta: 1 day, 2:13:01 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.4763 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6749 loss: 2.6749 2022/06/27 19:01:54 - mmengine - INFO - Epoch(train) [6][1760/3757] lr: 1.000e-02 eta: 1 day, 2:12:51 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.6836 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7423 loss: 2.7423 2022/06/27 19:01:59 - mmengine - INFO - Epoch(train) [6][1780/3757] lr: 1.000e-02 eta: 1 day, 2:12:48 time: 0.235 data_time: 0.011 memory: 6238 grad_norm: 6.1833 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8491 loss: 2.8491 2022/06/27 19:02:04 - mmengine - INFO - Epoch(train) [6][1800/3757] lr: 1.000e-02 eta: 1 day, 2:12:41 time: 0.380 data_time: 0.006 memory: 6238 grad_norm: 5.3600 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5773 loss: 2.5773 2022/06/27 19:02:09 - mmengine - INFO - Epoch(train) [6][1820/3757] lr: 1.000e-02 eta: 1 day, 2:12:32 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 6.1150 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1667 loss: 3.1667 2022/06/27 19:02:15 - mmengine - INFO - Epoch(train) [6][1840/3757] lr: 1.000e-02 eta: 1 day, 2:12:37 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.4564 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6701 loss: 2.6701 2022/06/27 19:02:20 - mmengine - INFO - Epoch(train) [6][1860/3757] lr: 1.000e-02 eta: 1 day, 2:12:24 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.2045 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5415 loss: 2.5415 2022/06/27 19:02:26 - mmengine - INFO - Epoch(train) [6][1880/3757] lr: 1.000e-02 eta: 1 day, 2:12:26 time: 0.280 data_time: 0.010 memory: 6238 grad_norm: 5.9682 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3582 loss: 2.3582 2022/06/27 19:02:31 - mmengine - INFO - Epoch(train) [6][1900/3757] lr: 1.000e-02 eta: 1 day, 2:12:22 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.6546 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0605 loss: 3.0605 2022/06/27 19:02:36 - mmengine - INFO - Epoch(train) [6][1920/3757] lr: 1.000e-02 eta: 1 day, 2:12:12 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.1617 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4581 loss: 2.4581 2022/06/27 19:02:41 - mmengine - INFO - Epoch(train) [6][1940/3757] lr: 1.000e-02 eta: 1 day, 2:12:04 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.3572 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3034 loss: 2.3034 2022/06/27 19:02:46 - mmengine - INFO - Epoch(train) [6][1960/3757] lr: 1.000e-02 eta: 1 day, 2:11:49 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 5.3002 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6236 loss: 2.6236 2022/06/27 19:02:52 - mmengine - INFO - Epoch(train) [6][1980/3757] lr: 1.000e-02 eta: 1 day, 2:11:45 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 5.3040 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4016 loss: 2.4016 2022/06/27 19:02:57 - mmengine - INFO - Epoch(train) [6][2000/3757] lr: 1.000e-02 eta: 1 day, 2:11:40 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.3379 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3682 loss: 2.3682 2022/06/27 19:03:02 - mmengine - INFO - Epoch(train) [6][2020/3757] lr: 1.000e-02 eta: 1 day, 2:11:33 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.9291 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3659 loss: 2.3659 2022/06/27 19:03:07 - mmengine - INFO - Epoch(train) [6][2040/3757] lr: 1.000e-02 eta: 1 day, 2:11:28 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.1589 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2570 loss: 2.2570 2022/06/27 19:03:13 - mmengine - INFO - Epoch(train) [6][2060/3757] lr: 1.000e-02 eta: 1 day, 2:11:20 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.0580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5207 loss: 2.5207 2022/06/27 19:03:18 - mmengine - INFO - Epoch(train) [6][2080/3757] lr: 1.000e-02 eta: 1 day, 2:11:13 time: 0.234 data_time: 0.009 memory: 6238 grad_norm: 5.1923 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2382 loss: 2.2382 2022/06/27 19:03:23 - mmengine - INFO - Epoch(train) [6][2100/3757] lr: 1.000e-02 eta: 1 day, 2:11:10 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.3964 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7282 loss: 2.7282 2022/06/27 19:03:28 - mmengine - INFO - Epoch(train) [6][2120/3757] lr: 1.000e-02 eta: 1 day, 2:11:02 time: 0.226 data_time: 0.017 memory: 6238 grad_norm: 5.7698 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2294 loss: 2.2294 2022/06/27 19:03:34 - mmengine - INFO - Epoch(train) [6][2140/3757] lr: 1.000e-02 eta: 1 day, 2:10:55 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.6686 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3532 loss: 2.3532 2022/06/27 19:03:39 - mmengine - INFO - Epoch(train) [6][2160/3757] lr: 1.000e-02 eta: 1 day, 2:10:51 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.0250 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4526 loss: 2.4526 2022/06/27 19:03:44 - mmengine - INFO - Epoch(train) [6][2180/3757] lr: 1.000e-02 eta: 1 day, 2:10:42 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.8855 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5033 loss: 2.5033 2022/06/27 19:03:50 - mmengine - INFO - Epoch(train) [6][2200/3757] lr: 1.000e-02 eta: 1 day, 2:10:37 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 6.3176 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2412 loss: 2.2412 2022/06/27 19:03:53 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:03:55 - mmengine - INFO - Epoch(train) [6][2220/3757] lr: 1.000e-02 eta: 1 day, 2:10:29 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.7813 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9184 loss: 2.9184 2022/06/27 19:04:00 - mmengine - INFO - Epoch(train) [6][2240/3757] lr: 1.000e-02 eta: 1 day, 2:10:31 time: 0.218 data_time: 0.020 memory: 6238 grad_norm: 5.5791 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4223 loss: 2.4223 2022/06/27 19:04:06 - mmengine - INFO - Epoch(train) [6][2260/3757] lr: 1.000e-02 eta: 1 day, 2:10:24 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.0760 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7024 loss: 2.7024 2022/06/27 19:04:11 - mmengine - INFO - Epoch(train) [6][2280/3757] lr: 1.000e-02 eta: 1 day, 2:10:18 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 5.6087 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2635 loss: 3.2635 2022/06/27 19:04:17 - mmengine - INFO - Epoch(train) [6][2300/3757] lr: 1.000e-02 eta: 1 day, 2:10:23 time: 0.226 data_time: 0.030 memory: 6238 grad_norm: 5.3115 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6276 loss: 2.6276 2022/06/27 19:04:22 - mmengine - INFO - Epoch(train) [6][2320/3757] lr: 1.000e-02 eta: 1 day, 2:10:12 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.4251 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9805 loss: 2.9805 2022/06/27 19:04:27 - mmengine - INFO - Epoch(train) [6][2340/3757] lr: 1.000e-02 eta: 1 day, 2:10:04 time: 0.215 data_time: 0.014 memory: 6238 grad_norm: 6.0056 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8728 loss: 2.8728 2022/06/27 19:04:32 - mmengine - INFO - Epoch(train) [6][2360/3757] lr: 1.000e-02 eta: 1 day, 2:10:01 time: 0.216 data_time: 0.012 memory: 6238 grad_norm: 6.1850 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7151 loss: 2.7151 2022/06/27 19:04:38 - mmengine - INFO - Epoch(train) [6][2380/3757] lr: 1.000e-02 eta: 1 day, 2:09:59 time: 0.233 data_time: 0.013 memory: 6238 grad_norm: 5.8956 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4804 loss: 2.4804 2022/06/27 19:04:43 - mmengine - INFO - Epoch(train) [6][2400/3757] lr: 1.000e-02 eta: 1 day, 2:09:50 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.9632 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3490 loss: 2.3490 2022/06/27 19:04:48 - mmengine - INFO - Epoch(train) [6][2420/3757] lr: 1.000e-02 eta: 1 day, 2:09:45 time: 0.223 data_time: 0.023 memory: 6238 grad_norm: 5.8869 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1945 loss: 2.1945 2022/06/27 19:04:54 - mmengine - INFO - Epoch(train) [6][2440/3757] lr: 1.000e-02 eta: 1 day, 2:09:46 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 6.1458 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4605 loss: 2.4605 2022/06/27 19:04:59 - mmengine - INFO - Epoch(train) [6][2460/3757] lr: 1.000e-02 eta: 1 day, 2:09:36 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 6.0666 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0163 loss: 3.0163 2022/06/27 19:05:05 - mmengine - INFO - Epoch(train) [6][2480/3757] lr: 1.000e-02 eta: 1 day, 2:09:37 time: 0.224 data_time: 0.014 memory: 6238 grad_norm: 6.0651 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2814 loss: 2.2814 2022/06/27 19:05:10 - mmengine - INFO - Epoch(train) [6][2500/3757] lr: 1.000e-02 eta: 1 day, 2:09:33 time: 0.232 data_time: 0.010 memory: 6238 grad_norm: 5.7680 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1534 loss: 2.1534 2022/06/27 19:05:15 - mmengine - INFO - Epoch(train) [6][2520/3757] lr: 1.000e-02 eta: 1 day, 2:09:24 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 6.1382 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5058 loss: 2.5058 2022/06/27 19:05:21 - mmengine - INFO - Epoch(train) [6][2540/3757] lr: 1.000e-02 eta: 1 day, 2:09:21 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 5.9702 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6812 loss: 2.6812 2022/06/27 19:05:26 - mmengine - INFO - Epoch(train) [6][2560/3757] lr: 1.000e-02 eta: 1 day, 2:09:18 time: 0.329 data_time: 0.007 memory: 6238 grad_norm: 6.0600 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6305 loss: 2.6305 2022/06/27 19:05:31 - mmengine - INFO - Epoch(train) [6][2580/3757] lr: 1.000e-02 eta: 1 day, 2:09:13 time: 0.217 data_time: 0.013 memory: 6238 grad_norm: 5.9692 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2367 loss: 2.2367 2022/06/27 19:05:37 - mmengine - INFO - Epoch(train) [6][2600/3757] lr: 1.000e-02 eta: 1 day, 2:09:06 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.9513 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1648 loss: 2.1648 2022/06/27 19:05:42 - mmengine - INFO - Epoch(train) [6][2620/3757] lr: 1.000e-02 eta: 1 day, 2:08:54 time: 0.242 data_time: 0.011 memory: 6238 grad_norm: 5.4879 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4046 loss: 2.4046 2022/06/27 19:05:47 - mmengine - INFO - Epoch(train) [6][2640/3757] lr: 1.000e-02 eta: 1 day, 2:08:51 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.2805 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9094 loss: 2.9094 2022/06/27 19:05:53 - mmengine - INFO - Epoch(train) [6][2660/3757] lr: 1.000e-02 eta: 1 day, 2:08:54 time: 0.230 data_time: 0.014 memory: 6238 grad_norm: 5.8080 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6318 loss: 2.6318 2022/06/27 19:05:58 - mmengine - INFO - Epoch(train) [6][2680/3757] lr: 1.000e-02 eta: 1 day, 2:08:41 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 6.3299 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7421 loss: 2.7421 2022/06/27 19:06:03 - mmengine - INFO - Epoch(train) [6][2700/3757] lr: 1.000e-02 eta: 1 day, 2:08:37 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 5.4649 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0962 loss: 3.0962 2022/06/27 19:06:08 - mmengine - INFO - Epoch(train) [6][2720/3757] lr: 1.000e-02 eta: 1 day, 2:08:30 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.7052 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8023 loss: 2.8023 2022/06/27 19:06:13 - mmengine - INFO - Epoch(train) [6][2740/3757] lr: 1.000e-02 eta: 1 day, 2:08:19 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.6310 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.1649 loss: 2.1649 2022/06/27 19:06:19 - mmengine - INFO - Epoch(train) [6][2760/3757] lr: 1.000e-02 eta: 1 day, 2:08:20 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.8782 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8974 loss: 2.8974 2022/06/27 19:06:24 - mmengine - INFO - Epoch(train) [6][2780/3757] lr: 1.000e-02 eta: 1 day, 2:08:13 time: 0.252 data_time: 0.006 memory: 6238 grad_norm: 6.0152 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6135 loss: 2.6135 2022/06/27 19:06:29 - mmengine - INFO - Epoch(train) [6][2800/3757] lr: 1.000e-02 eta: 1 day, 2:08:06 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 5.7538 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7625 loss: 2.7625 2022/06/27 19:06:35 - mmengine - INFO - Epoch(train) [6][2820/3757] lr: 1.000e-02 eta: 1 day, 2:07:58 time: 0.219 data_time: 0.012 memory: 6238 grad_norm: 6.8528 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2379 loss: 2.2379 2022/06/27 19:06:40 - mmengine - INFO - Epoch(train) [6][2840/3757] lr: 1.000e-02 eta: 1 day, 2:07:56 time: 0.218 data_time: 0.012 memory: 6238 grad_norm: 5.7710 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7344 loss: 2.7344 2022/06/27 19:06:45 - mmengine - INFO - Epoch(train) [6][2860/3757] lr: 1.000e-02 eta: 1 day, 2:07:42 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 5.6376 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8441 loss: 2.8441 2022/06/27 19:06:51 - mmengine - INFO - Epoch(train) [6][2880/3757] lr: 1.000e-02 eta: 1 day, 2:07:43 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.8679 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2576 loss: 2.2576 2022/06/27 19:06:56 - mmengine - INFO - Epoch(train) [6][2900/3757] lr: 1.000e-02 eta: 1 day, 2:07:34 time: 0.219 data_time: 0.013 memory: 6238 grad_norm: 5.6197 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5851 loss: 2.5851 2022/06/27 19:07:01 - mmengine - INFO - Epoch(train) [6][2920/3757] lr: 1.000e-02 eta: 1 day, 2:07:24 time: 0.215 data_time: 0.014 memory: 6238 grad_norm: 5.8893 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.8956 loss: 2.8956 2022/06/27 19:07:06 - mmengine - INFO - Epoch(train) [6][2940/3757] lr: 1.000e-02 eta: 1 day, 2:07:17 time: 0.263 data_time: 0.007 memory: 6238 grad_norm: 4.9689 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5869 loss: 2.5869 2022/06/27 19:07:12 - mmengine - INFO - Epoch(train) [6][2960/3757] lr: 1.000e-02 eta: 1 day, 2:07:17 time: 0.223 data_time: 0.018 memory: 6238 grad_norm: 5.8263 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3598 loss: 2.3598 2022/06/27 19:07:17 - mmengine - INFO - Epoch(train) [6][2980/3757] lr: 1.000e-02 eta: 1 day, 2:07:06 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.3049 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8828 loss: 2.8828 2022/06/27 19:07:22 - mmengine - INFO - Epoch(train) [6][3000/3757] lr: 1.000e-02 eta: 1 day, 2:06:55 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.3336 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3428 loss: 2.3428 2022/06/27 19:07:28 - mmengine - INFO - Epoch(train) [6][3020/3757] lr: 1.000e-02 eta: 1 day, 2:07:04 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.0133 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4599 loss: 2.4599 2022/06/27 19:07:32 - mmengine - INFO - Epoch(train) [6][3040/3757] lr: 1.000e-02 eta: 1 day, 2:06:46 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.1725 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3553 loss: 2.3553 2022/06/27 19:07:37 - mmengine - INFO - Epoch(train) [6][3060/3757] lr: 1.000e-02 eta: 1 day, 2:06:27 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.8330 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2371 loss: 2.2371 2022/06/27 19:07:42 - mmengine - INFO - Epoch(train) [6][3080/3757] lr: 1.000e-02 eta: 1 day, 2:06:22 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.2924 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.7280 loss: 2.7280 2022/06/27 19:07:47 - mmengine - INFO - Epoch(train) [6][3100/3757] lr: 1.000e-02 eta: 1 day, 2:06:17 time: 0.221 data_time: 0.024 memory: 6238 grad_norm: 6.4940 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9479 loss: 2.9479 2022/06/27 19:07:53 - mmengine - INFO - Epoch(train) [6][3120/3757] lr: 1.000e-02 eta: 1 day, 2:06:12 time: 0.240 data_time: 0.007 memory: 6238 grad_norm: 5.3026 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4474 loss: 2.4474 2022/06/27 19:07:58 - mmengine - INFO - Epoch(train) [6][3140/3757] lr: 1.000e-02 eta: 1 day, 2:06:01 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.1052 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5069 loss: 2.5069 2022/06/27 19:08:03 - mmengine - INFO - Epoch(train) [6][3160/3757] lr: 1.000e-02 eta: 1 day, 2:05:51 time: 0.221 data_time: 0.018 memory: 6238 grad_norm: 5.3557 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9812 loss: 2.9812 2022/06/27 19:08:08 - mmengine - INFO - Epoch(train) [6][3180/3757] lr: 1.000e-02 eta: 1 day, 2:05:49 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 6.3188 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3005 loss: 2.3005 2022/06/27 19:08:14 - mmengine - INFO - Epoch(train) [6][3200/3757] lr: 1.000e-02 eta: 1 day, 2:05:44 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.6507 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.6432 loss: 2.6432 2022/06/27 19:08:18 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:08:19 - mmengine - INFO - Epoch(train) [6][3220/3757] lr: 1.000e-02 eta: 1 day, 2:05:41 time: 0.216 data_time: 0.015 memory: 6238 grad_norm: 6.0716 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6213 loss: 2.6213 2022/06/27 19:08:25 - mmengine - INFO - Epoch(train) [6][3240/3757] lr: 1.000e-02 eta: 1 day, 2:05:39 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.7811 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6437 loss: 2.6437 2022/06/27 19:08:30 - mmengine - INFO - Epoch(train) [6][3260/3757] lr: 1.000e-02 eta: 1 day, 2:05:31 time: 0.337 data_time: 0.007 memory: 6238 grad_norm: 5.9779 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7457 loss: 2.7457 2022/06/27 19:08:35 - mmengine - INFO - Epoch(train) [6][3280/3757] lr: 1.000e-02 eta: 1 day, 2:05:29 time: 0.226 data_time: 0.014 memory: 6238 grad_norm: 5.9755 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7512 loss: 2.7512 2022/06/27 19:08:41 - mmengine - INFO - Epoch(train) [6][3300/3757] lr: 1.000e-02 eta: 1 day, 2:05:25 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6987 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4684 loss: 2.4684 2022/06/27 19:08:46 - mmengine - INFO - Epoch(train) [6][3320/3757] lr: 1.000e-02 eta: 1 day, 2:05:14 time: 0.232 data_time: 0.010 memory: 6238 grad_norm: 5.8660 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4348 loss: 2.4348 2022/06/27 19:08:51 - mmengine - INFO - Epoch(train) [6][3340/3757] lr: 1.000e-02 eta: 1 day, 2:05:08 time: 0.227 data_time: 0.012 memory: 6238 grad_norm: 6.5759 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6395 loss: 2.6395 2022/06/27 19:08:56 - mmengine - INFO - Epoch(train) [6][3360/3757] lr: 1.000e-02 eta: 1 day, 2:05:06 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.8186 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4958 loss: 2.4958 2022/06/27 19:09:02 - mmengine - INFO - Epoch(train) [6][3380/3757] lr: 1.000e-02 eta: 1 day, 2:05:00 time: 0.244 data_time: 0.010 memory: 6238 grad_norm: 5.4393 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5592 loss: 2.5592 2022/06/27 19:09:07 - mmengine - INFO - Epoch(train) [6][3400/3757] lr: 1.000e-02 eta: 1 day, 2:05:02 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.0453 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5936 loss: 2.5936 2022/06/27 19:09:13 - mmengine - INFO - Epoch(train) [6][3420/3757] lr: 1.000e-02 eta: 1 day, 2:04:59 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 6.0806 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5129 loss: 2.5129 2022/06/27 19:09:18 - mmengine - INFO - Epoch(train) [6][3440/3757] lr: 1.000e-02 eta: 1 day, 2:04:52 time: 0.226 data_time: 0.020 memory: 6238 grad_norm: 5.8790 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7542 loss: 2.7542 2022/06/27 19:09:23 - mmengine - INFO - Epoch(train) [6][3460/3757] lr: 1.000e-02 eta: 1 day, 2:04:44 time: 0.248 data_time: 0.010 memory: 6238 grad_norm: 5.5709 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8767 loss: 2.8767 2022/06/27 19:09:29 - mmengine - INFO - Epoch(train) [6][3480/3757] lr: 1.000e-02 eta: 1 day, 2:04:38 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.0643 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3659 loss: 2.3659 2022/06/27 19:09:34 - mmengine - INFO - Epoch(train) [6][3500/3757] lr: 1.000e-02 eta: 1 day, 2:04:28 time: 0.254 data_time: 0.010 memory: 6238 grad_norm: 5.0151 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1411 loss: 2.1411 2022/06/27 19:09:39 - mmengine - INFO - Epoch(train) [6][3520/3757] lr: 1.000e-02 eta: 1 day, 2:04:24 time: 0.227 data_time: 0.009 memory: 6238 grad_norm: 5.9883 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5880 loss: 2.5880 2022/06/27 19:09:45 - mmengine - INFO - Epoch(train) [6][3540/3757] lr: 1.000e-02 eta: 1 day, 2:04:23 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.3011 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0158 loss: 2.0158 2022/06/27 19:09:50 - mmengine - INFO - Epoch(train) [6][3560/3757] lr: 1.000e-02 eta: 1 day, 2:04:24 time: 0.239 data_time: 0.020 memory: 6238 grad_norm: 5.6924 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5054 loss: 2.5054 2022/06/27 19:09:55 - mmengine - INFO - Epoch(train) [6][3580/3757] lr: 1.000e-02 eta: 1 day, 2:04:12 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.7554 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4043 loss: 2.4043 2022/06/27 19:10:00 - mmengine - INFO - Epoch(train) [6][3600/3757] lr: 1.000e-02 eta: 1 day, 2:04:07 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6461 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9001 loss: 2.9001 2022/06/27 19:10:06 - mmengine - INFO - Epoch(train) [6][3620/3757] lr: 1.000e-02 eta: 1 day, 2:04:04 time: 0.225 data_time: 0.017 memory: 6238 grad_norm: 6.0808 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4496 loss: 2.4496 2022/06/27 19:10:11 - mmengine - INFO - Epoch(train) [6][3640/3757] lr: 1.000e-02 eta: 1 day, 2:03:59 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.1300 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2761 loss: 2.2761 2022/06/27 19:10:17 - mmengine - INFO - Epoch(train) [6][3660/3757] lr: 1.000e-02 eta: 1 day, 2:04:02 time: 0.217 data_time: 0.009 memory: 6238 grad_norm: 5.4194 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5341 loss: 2.5341 2022/06/27 19:10:22 - mmengine - INFO - Epoch(train) [6][3680/3757] lr: 1.000e-02 eta: 1 day, 2:03:49 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 6.0797 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2673 loss: 2.2673 2022/06/27 19:10:28 - mmengine - INFO - Epoch(train) [6][3700/3757] lr: 1.000e-02 eta: 1 day, 2:03:57 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.4093 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4468 loss: 2.4468 2022/06/27 19:10:33 - mmengine - INFO - Epoch(train) [6][3720/3757] lr: 1.000e-02 eta: 1 day, 2:03:39 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.1889 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6809 loss: 2.6809 2022/06/27 19:10:38 - mmengine - INFO - Epoch(train) [6][3740/3757] lr: 1.000e-02 eta: 1 day, 2:03:30 time: 0.235 data_time: 0.006 memory: 6238 grad_norm: 5.9608 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3373 loss: 2.3373 2022/06/27 19:10:41 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:10:48 - mmengine - INFO - Epoch(val) [6][20/310] eta: 0:01:26 time: 0.095 data_time: 0.009 memory: 6238 2022/06/27 19:10:54 - mmengine - INFO - Epoch(val) [6][40/310] eta: 0:01:20 time: 0.319 data_time: 0.237 memory: 1479 2022/06/27 19:10:58 - mmengine - INFO - Epoch(val) [6][60/310] eta: 0:00:23 time: 0.096 data_time: 0.008 memory: 1479 2022/06/27 19:11:04 - mmengine - INFO - Epoch(val) [6][80/310] eta: 0:01:06 time: 0.088 data_time: 0.006 memory: 1479 2022/06/27 19:11:10 - mmengine - INFO - Epoch(val) [6][100/310] eta: 0:01:00 time: 0.126 data_time: 0.034 memory: 1479 2022/06/27 19:11:14 - mmengine - INFO - Epoch(val) [6][120/310] eta: 0:00:17 time: 0.091 data_time: 0.004 memory: 1479 2022/06/27 19:11:20 - mmengine - INFO - Epoch(val) [6][140/310] eta: 0:00:52 time: 0.088 data_time: 0.005 memory: 1479 2022/06/27 19:11:26 - mmengine - INFO - Epoch(val) [6][160/310] eta: 0:00:47 time: 0.982 data_time: 0.891 memory: 1479 2022/06/27 19:11:30 - mmengine - INFO - Epoch(val) [6][180/310] eta: 0:00:25 time: 0.086 data_time: 0.004 memory: 1479 2022/06/27 19:11:36 - mmengine - INFO - Epoch(val) [6][200/310] eta: 0:00:33 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 19:11:42 - mmengine - INFO - Epoch(val) [6][220/310] eta: 0:00:27 time: 0.093 data_time: 0.004 memory: 1479 2022/06/27 19:11:46 - mmengine - INFO - Epoch(val) [6][240/310] eta: 0:00:12 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 19:11:52 - mmengine - INFO - Epoch(val) [6][260/310] eta: 0:00:15 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 19:11:58 - mmengine - INFO - Epoch(val) [6][280/310] eta: 0:00:09 time: 0.093 data_time: 0.005 memory: 1479 2022/06/27 19:12:02 - mmengine - INFO - Epoch(val) [6][300/310] eta: 0:00:02 time: 0.093 data_time: 0.005 memory: 1479 2022/06/27 19:12:04 - mmengine - INFO - Epoch(val) [6][310/310] acc/top1: 0.4762 acc/top5: 0.7427 acc/mean1: 0.4761 2022/06/27 19:12:12 - mmengine - INFO - Epoch(train) [7][20/3757] lr: 1.000e-02 eta: 1 day, 2:03:25 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.9588 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5952 loss: 2.5952 2022/06/27 19:12:18 - mmengine - INFO - Epoch(train) [7][40/3757] lr: 1.000e-02 eta: 1 day, 2:03:27 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.2787 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7515 loss: 2.7515 2022/06/27 19:12:23 - mmengine - INFO - Epoch(train) [7][60/3757] lr: 1.000e-02 eta: 1 day, 2:03:18 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 5.9879 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5630 loss: 2.5630 2022/06/27 19:12:29 - mmengine - INFO - Epoch(train) [7][80/3757] lr: 1.000e-02 eta: 1 day, 2:03:26 time: 0.225 data_time: 0.008 memory: 6238 grad_norm: 5.7982 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3919 loss: 2.3919 2022/06/27 19:12:34 - mmengine - INFO - Epoch(train) [7][100/3757] lr: 1.000e-02 eta: 1 day, 2:03:11 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 6.2694 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2016 loss: 2.2016 2022/06/27 19:12:39 - mmengine - INFO - Epoch(train) [7][120/3757] lr: 1.000e-02 eta: 1 day, 2:03:02 time: 0.219 data_time: 0.014 memory: 6238 grad_norm: 5.5200 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7427 loss: 2.7427 2022/06/27 19:12:45 - mmengine - INFO - Epoch(train) [7][140/3757] lr: 1.000e-02 eta: 1 day, 2:03:01 time: 0.212 data_time: 0.010 memory: 6238 grad_norm: 5.9474 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3131 loss: 2.3131 2022/06/27 19:12:51 - mmengine - INFO - Epoch(train) [7][160/3757] lr: 1.000e-02 eta: 1 day, 2:03:07 time: 0.233 data_time: 0.010 memory: 6238 grad_norm: 5.8924 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4136 loss: 2.4136 2022/06/27 19:12:55 - mmengine - INFO - Epoch(train) [7][180/3757] lr: 1.000e-02 eta: 1 day, 2:02:51 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 5.6886 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6582 loss: 2.6582 2022/06/27 19:13:01 - mmengine - INFO - Epoch(train) [7][200/3757] lr: 1.000e-02 eta: 1 day, 2:02:43 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.3218 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5115 loss: 2.5115 2022/06/27 19:13:06 - mmengine - INFO - Epoch(train) [7][220/3757] lr: 1.000e-02 eta: 1 day, 2:02:38 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.4467 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4481 loss: 2.4481 2022/06/27 19:13:11 - mmengine - INFO - Epoch(train) [7][240/3757] lr: 1.000e-02 eta: 1 day, 2:02:25 time: 0.223 data_time: 0.011 memory: 6238 grad_norm: 5.4278 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0220 loss: 3.0220 2022/06/27 19:13:16 - mmengine - INFO - Epoch(train) [7][260/3757] lr: 1.000e-02 eta: 1 day, 2:02:19 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.3678 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3317 loss: 2.3317 2022/06/27 19:13:21 - mmengine - INFO - Epoch(train) [7][280/3757] lr: 1.000e-02 eta: 1 day, 2:02:16 time: 0.213 data_time: 0.010 memory: 6238 grad_norm: 5.7972 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0556 loss: 2.0556 2022/06/27 19:13:26 - mmengine - INFO - Epoch(train) [7][300/3757] lr: 1.000e-02 eta: 1 day, 2:02:04 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.2812 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3471 loss: 2.3471 2022/06/27 19:13:32 - mmengine - INFO - Epoch(train) [7][320/3757] lr: 1.000e-02 eta: 1 day, 2:02:05 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.1251 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5467 loss: 2.5467 2022/06/27 19:13:38 - mmengine - INFO - Epoch(train) [7][340/3757] lr: 1.000e-02 eta: 1 day, 2:02:02 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.6389 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9383 loss: 1.9383 2022/06/27 19:13:43 - mmengine - INFO - Epoch(train) [7][360/3757] lr: 1.000e-02 eta: 1 day, 2:01:53 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.6313 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4014 loss: 2.4014 2022/06/27 19:13:49 - mmengine - INFO - Epoch(train) [7][380/3757] lr: 1.000e-02 eta: 1 day, 2:01:59 time: 0.222 data_time: 0.009 memory: 6238 grad_norm: 6.0584 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3798 loss: 2.3798 2022/06/27 19:13:54 - mmengine - INFO - Epoch(train) [7][400/3757] lr: 1.000e-02 eta: 1 day, 2:02:00 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 6.0832 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3165 loss: 2.3165 2022/06/27 19:14:00 - mmengine - INFO - Epoch(train) [7][420/3757] lr: 1.000e-02 eta: 1 day, 2:01:52 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.2205 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4446 loss: 2.4446 2022/06/27 19:14:05 - mmengine - INFO - Epoch(train) [7][440/3757] lr: 1.000e-02 eta: 1 day, 2:01:48 time: 0.226 data_time: 0.009 memory: 6238 grad_norm: 5.9062 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9101 loss: 2.9101 2022/06/27 19:14:09 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:14:10 - mmengine - INFO - Epoch(train) [7][460/3757] lr: 1.000e-02 eta: 1 day, 2:01:37 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.4250 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6461 loss: 2.6461 2022/06/27 19:14:15 - mmengine - INFO - Epoch(train) [7][480/3757] lr: 1.000e-02 eta: 1 day, 2:01:31 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 6.2210 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0432 loss: 3.0432 2022/06/27 19:14:21 - mmengine - INFO - Epoch(train) [7][500/3757] lr: 1.000e-02 eta: 1 day, 2:01:31 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 6.2419 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6444 loss: 2.6444 2022/06/27 19:14:26 - mmengine - INFO - Epoch(train) [7][520/3757] lr: 1.000e-02 eta: 1 day, 2:01:22 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.0086 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5987 loss: 2.5987 2022/06/27 19:14:31 - mmengine - INFO - Epoch(train) [7][540/3757] lr: 1.000e-02 eta: 1 day, 2:01:11 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.9290 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5683 loss: 2.5683 2022/06/27 19:14:36 - mmengine - INFO - Epoch(train) [7][560/3757] lr: 1.000e-02 eta: 1 day, 2:01:07 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 5.5939 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3810 loss: 2.3810 2022/06/27 19:14:41 - mmengine - INFO - Epoch(train) [7][580/3757] lr: 1.000e-02 eta: 1 day, 2:00:55 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.6763 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4842 loss: 2.4842 2022/06/27 19:14:46 - mmengine - INFO - Epoch(train) [7][600/3757] lr: 1.000e-02 eta: 1 day, 2:00:50 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.9565 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5425 loss: 2.5425 2022/06/27 19:14:52 - mmengine - INFO - Epoch(train) [7][620/3757] lr: 1.000e-02 eta: 1 day, 2:00:47 time: 0.238 data_time: 0.006 memory: 6238 grad_norm: 6.3948 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4711 loss: 2.4711 2022/06/27 19:14:57 - mmengine - INFO - Epoch(train) [7][640/3757] lr: 1.000e-02 eta: 1 day, 2:00:37 time: 0.248 data_time: 0.007 memory: 6238 grad_norm: 5.3581 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3079 loss: 2.3079 2022/06/27 19:15:02 - mmengine - INFO - Epoch(train) [7][660/3757] lr: 1.000e-02 eta: 1 day, 2:00:27 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.2811 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6421 loss: 2.6421 2022/06/27 19:15:08 - mmengine - INFO - Epoch(train) [7][680/3757] lr: 1.000e-02 eta: 1 day, 2:00:27 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.6098 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3620 loss: 2.3620 2022/06/27 19:15:13 - mmengine - INFO - Epoch(train) [7][700/3757] lr: 1.000e-02 eta: 1 day, 2:00:23 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 5.8603 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4236 loss: 2.4236 2022/06/27 19:15:18 - mmengine - INFO - Epoch(train) [7][720/3757] lr: 1.000e-02 eta: 1 day, 2:00:16 time: 0.214 data_time: 0.009 memory: 6238 grad_norm: 5.3759 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4244 loss: 2.4244 2022/06/27 19:15:24 - mmengine - INFO - Epoch(train) [7][740/3757] lr: 1.000e-02 eta: 1 day, 2:00:12 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.3931 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4453 loss: 2.4453 2022/06/27 19:15:29 - mmengine - INFO - Epoch(train) [7][760/3757] lr: 1.000e-02 eta: 1 day, 2:00:00 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 4.8538 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3380 loss: 2.3380 2022/06/27 19:15:34 - mmengine - INFO - Epoch(train) [7][780/3757] lr: 1.000e-02 eta: 1 day, 1:59:51 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.7173 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1622 loss: 2.1622 2022/06/27 19:15:39 - mmengine - INFO - Epoch(train) [7][800/3757] lr: 1.000e-02 eta: 1 day, 1:59:49 time: 0.426 data_time: 0.007 memory: 6238 grad_norm: 5.3973 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2320 loss: 2.2320 2022/06/27 19:15:44 - mmengine - INFO - Epoch(train) [7][820/3757] lr: 1.000e-02 eta: 1 day, 1:59:40 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.8509 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7815 loss: 2.7815 2022/06/27 19:15:49 - mmengine - INFO - Epoch(train) [7][840/3757] lr: 1.000e-02 eta: 1 day, 1:59:34 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.8755 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6977 loss: 2.6977 2022/06/27 19:15:55 - mmengine - INFO - Epoch(train) [7][860/3757] lr: 1.000e-02 eta: 1 day, 1:59:34 time: 0.677 data_time: 0.007 memory: 6238 grad_norm: 6.3080 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5372 loss: 2.5372 2022/06/27 19:16:00 - mmengine - INFO - Epoch(train) [7][880/3757] lr: 1.000e-02 eta: 1 day, 1:59:30 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 5.9511 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7841 loss: 2.7841 2022/06/27 19:16:05 - mmengine - INFO - Epoch(train) [7][900/3757] lr: 1.000e-02 eta: 1 day, 1:59:19 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 5.8494 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5096 loss: 2.5096 2022/06/27 19:16:11 - mmengine - INFO - Epoch(train) [7][920/3757] lr: 1.000e-02 eta: 1 day, 1:59:12 time: 0.400 data_time: 0.010 memory: 6238 grad_norm: 5.9962 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8353 loss: 2.8353 2022/06/27 19:16:16 - mmengine - INFO - Epoch(train) [7][940/3757] lr: 1.000e-02 eta: 1 day, 1:59:07 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.7961 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7000 loss: 2.7000 2022/06/27 19:16:21 - mmengine - INFO - Epoch(train) [7][960/3757] lr: 1.000e-02 eta: 1 day, 1:59:03 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.2425 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4347 loss: 2.4347 2022/06/27 19:16:27 - mmengine - INFO - Epoch(train) [7][980/3757] lr: 1.000e-02 eta: 1 day, 1:58:59 time: 0.217 data_time: 0.016 memory: 6238 grad_norm: 5.9789 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6245 loss: 2.6245 2022/06/27 19:16:32 - mmengine - INFO - Epoch(train) [7][1000/3757] lr: 1.000e-02 eta: 1 day, 1:58:51 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.3634 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3861 loss: 2.3861 2022/06/27 19:16:37 - mmengine - INFO - Epoch(train) [7][1020/3757] lr: 1.000e-02 eta: 1 day, 1:58:49 time: 0.243 data_time: 0.008 memory: 6238 grad_norm: 5.8952 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4714 loss: 2.4714 2022/06/27 19:16:43 - mmengine - INFO - Epoch(train) [7][1040/3757] lr: 1.000e-02 eta: 1 day, 1:58:41 time: 0.231 data_time: 0.012 memory: 6238 grad_norm: 5.6180 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2316 loss: 2.2316 2022/06/27 19:16:48 - mmengine - INFO - Epoch(train) [7][1060/3757] lr: 1.000e-02 eta: 1 day, 1:58:34 time: 0.221 data_time: 0.017 memory: 6238 grad_norm: 6.3024 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6069 loss: 2.6069 2022/06/27 19:16:53 - mmengine - INFO - Epoch(train) [7][1080/3757] lr: 1.000e-02 eta: 1 day, 1:58:30 time: 0.212 data_time: 0.009 memory: 6238 grad_norm: 6.1359 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5532 loss: 2.5532 2022/06/27 19:16:58 - mmengine - INFO - Epoch(train) [7][1100/3757] lr: 1.000e-02 eta: 1 day, 1:58:21 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 6.2672 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0732 loss: 2.0732 2022/06/27 19:17:03 - mmengine - INFO - Epoch(train) [7][1120/3757] lr: 1.000e-02 eta: 1 day, 1:58:09 time: 0.223 data_time: 0.017 memory: 6238 grad_norm: 5.8694 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6546 loss: 2.6546 2022/06/27 19:17:09 - mmengine - INFO - Epoch(train) [7][1140/3757] lr: 1.000e-02 eta: 1 day, 1:58:06 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.7017 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6242 loss: 2.6242 2022/06/27 19:17:14 - mmengine - INFO - Epoch(train) [7][1160/3757] lr: 1.000e-02 eta: 1 day, 1:57:59 time: 0.533 data_time: 0.006 memory: 6238 grad_norm: 5.4162 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8012 loss: 2.8012 2022/06/27 19:17:19 - mmengine - INFO - Epoch(train) [7][1180/3757] lr: 1.000e-02 eta: 1 day, 1:57:54 time: 0.216 data_time: 0.015 memory: 6238 grad_norm: 5.7758 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3770 loss: 2.3770 2022/06/27 19:17:24 - mmengine - INFO - Epoch(train) [7][1200/3757] lr: 1.000e-02 eta: 1 day, 1:57:49 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 6.2965 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5276 loss: 2.5276 2022/06/27 19:17:30 - mmengine - INFO - Epoch(train) [7][1220/3757] lr: 1.000e-02 eta: 1 day, 1:57:42 time: 0.314 data_time: 0.007 memory: 6238 grad_norm: 6.0946 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6450 loss: 2.6450 2022/06/27 19:17:35 - mmengine - INFO - Epoch(train) [7][1240/3757] lr: 1.000e-02 eta: 1 day, 1:57:30 time: 0.217 data_time: 0.021 memory: 6238 grad_norm: 6.0852 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0269 loss: 2.0269 2022/06/27 19:17:40 - mmengine - INFO - Epoch(train) [7][1260/3757] lr: 1.000e-02 eta: 1 day, 1:57:31 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.9174 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6049 loss: 2.6049 2022/06/27 19:17:46 - mmengine - INFO - Epoch(train) [7][1280/3757] lr: 1.000e-02 eta: 1 day, 1:57:25 time: 0.674 data_time: 0.007 memory: 6238 grad_norm: 6.2723 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3618 loss: 2.3618 2022/06/27 19:17:51 - mmengine - INFO - Epoch(train) [7][1300/3757] lr: 1.000e-02 eta: 1 day, 1:57:17 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.2449 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.9052 loss: 2.9052 2022/06/27 19:17:56 - mmengine - INFO - Epoch(train) [7][1320/3757] lr: 1.000e-02 eta: 1 day, 1:57:11 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.4627 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7953 loss: 2.7953 2022/06/27 19:18:01 - mmengine - INFO - Epoch(train) [7][1340/3757] lr: 1.000e-02 eta: 1 day, 1:57:06 time: 0.412 data_time: 0.006 memory: 6238 grad_norm: 6.4507 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7002 loss: 2.7002 2022/06/27 19:18:07 - mmengine - INFO - Epoch(train) [7][1360/3757] lr: 1.000e-02 eta: 1 day, 1:57:03 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.5958 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8576 loss: 2.8576 2022/06/27 19:18:12 - mmengine - INFO - Epoch(train) [7][1380/3757] lr: 1.000e-02 eta: 1 day, 1:56:50 time: 0.246 data_time: 0.007 memory: 6238 grad_norm: 5.5362 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4496 loss: 2.4496 2022/06/27 19:18:17 - mmengine - INFO - Epoch(train) [7][1400/3757] lr: 1.000e-02 eta: 1 day, 1:56:48 time: 0.234 data_time: 0.006 memory: 6238 grad_norm: 5.2094 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5255 loss: 2.5255 2022/06/27 19:18:22 - mmengine - INFO - Epoch(train) [7][1420/3757] lr: 1.000e-02 eta: 1 day, 1:56:36 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.8199 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6377 loss: 2.6377 2022/06/27 19:18:27 - mmengine - INFO - Epoch(train) [7][1440/3757] lr: 1.000e-02 eta: 1 day, 1:56:31 time: 0.248 data_time: 0.007 memory: 6238 grad_norm: 6.8236 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3635 loss: 2.3635 2022/06/27 19:18:32 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:18:33 - mmengine - INFO - Epoch(train) [7][1460/3757] lr: 1.000e-02 eta: 1 day, 1:56:25 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.3155 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3299 loss: 2.3299 2022/06/27 19:18:38 - mmengine - INFO - Epoch(train) [7][1480/3757] lr: 1.000e-02 eta: 1 day, 1:56:20 time: 0.232 data_time: 0.011 memory: 6238 grad_norm: 5.5274 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1927 loss: 2.1927 2022/06/27 19:18:44 - mmengine - INFO - Epoch(train) [7][1500/3757] lr: 1.000e-02 eta: 1 day, 1:56:22 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.2423 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5810 loss: 2.5810 2022/06/27 19:18:49 - mmengine - INFO - Epoch(train) [7][1520/3757] lr: 1.000e-02 eta: 1 day, 1:56:10 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 5.8305 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1703 loss: 2.1703 2022/06/27 19:18:54 - mmengine - INFO - Epoch(train) [7][1540/3757] lr: 1.000e-02 eta: 1 day, 1:56:06 time: 0.229 data_time: 0.015 memory: 6238 grad_norm: 5.9730 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2069 loss: 2.2069 2022/06/27 19:18:59 - mmengine - INFO - Epoch(train) [7][1560/3757] lr: 1.000e-02 eta: 1 day, 1:56:01 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.0408 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7267 loss: 2.7267 2022/06/27 19:19:05 - mmengine - INFO - Epoch(train) [7][1580/3757] lr: 1.000e-02 eta: 1 day, 1:55:55 time: 0.245 data_time: 0.047 memory: 6238 grad_norm: 6.0306 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8144 loss: 2.8144 2022/06/27 19:19:10 - mmengine - INFO - Epoch(train) [7][1600/3757] lr: 1.000e-02 eta: 1 day, 1:55:50 time: 0.222 data_time: 0.016 memory: 6238 grad_norm: 5.4490 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2546 loss: 2.2546 2022/06/27 19:19:15 - mmengine - INFO - Epoch(train) [7][1620/3757] lr: 1.000e-02 eta: 1 day, 1:55:42 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 5.4652 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6151 loss: 2.6151 2022/06/27 19:19:20 - mmengine - INFO - Epoch(train) [7][1640/3757] lr: 1.000e-02 eta: 1 day, 1:55:31 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.3422 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6056 loss: 2.6056 2022/06/27 19:19:25 - mmengine - INFO - Epoch(train) [7][1660/3757] lr: 1.000e-02 eta: 1 day, 1:55:26 time: 0.219 data_time: 0.015 memory: 6238 grad_norm: 5.6556 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2157 loss: 2.2157 2022/06/27 19:19:31 - mmengine - INFO - Epoch(train) [7][1680/3757] lr: 1.000e-02 eta: 1 day, 1:55:26 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.4048 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7229 loss: 2.7229 2022/06/27 19:19:36 - mmengine - INFO - Epoch(train) [7][1700/3757] lr: 1.000e-02 eta: 1 day, 1:55:16 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.0003 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8169 loss: 2.8169 2022/06/27 19:19:41 - mmengine - INFO - Epoch(train) [7][1720/3757] lr: 1.000e-02 eta: 1 day, 1:55:14 time: 0.256 data_time: 0.019 memory: 6238 grad_norm: 5.6142 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2855 loss: 2.2855 2022/06/27 19:19:47 - mmengine - INFO - Epoch(train) [7][1740/3757] lr: 1.000e-02 eta: 1 day, 1:55:11 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 5.9370 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4134 loss: 2.4134 2022/06/27 19:19:52 - mmengine - INFO - Epoch(train) [7][1760/3757] lr: 1.000e-02 eta: 1 day, 1:54:58 time: 0.219 data_time: 0.012 memory: 6238 grad_norm: 5.4750 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.8812 loss: 2.8812 2022/06/27 19:19:56 - mmengine - INFO - Epoch(train) [7][1780/3757] lr: 1.000e-02 eta: 1 day, 1:54:45 time: 0.223 data_time: 0.013 memory: 6238 grad_norm: 5.4316 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3750 loss: 2.3750 2022/06/27 19:20:02 - mmengine - INFO - Epoch(train) [7][1800/3757] lr: 1.000e-02 eta: 1 day, 1:54:44 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.9485 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2915 loss: 2.2915 2022/06/27 19:20:07 - mmengine - INFO - Epoch(train) [7][1820/3757] lr: 1.000e-02 eta: 1 day, 1:54:39 time: 0.248 data_time: 0.010 memory: 6238 grad_norm: 5.8158 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1847 loss: 2.1847 2022/06/27 19:20:12 - mmengine - INFO - Epoch(train) [7][1840/3757] lr: 1.000e-02 eta: 1 day, 1:54:29 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.9483 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2116 loss: 2.2116 2022/06/27 19:20:18 - mmengine - INFO - Epoch(train) [7][1860/3757] lr: 1.000e-02 eta: 1 day, 1:54:30 time: 0.465 data_time: 0.054 memory: 6238 grad_norm: 5.1726 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4823 loss: 2.4823 2022/06/27 19:20:23 - mmengine - INFO - Epoch(train) [7][1880/3757] lr: 1.000e-02 eta: 1 day, 1:54:16 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.3611 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3079 loss: 2.3079 2022/06/27 19:20:29 - mmengine - INFO - Epoch(train) [7][1900/3757] lr: 1.000e-02 eta: 1 day, 1:54:18 time: 0.224 data_time: 0.011 memory: 6238 grad_norm: 5.7121 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4857 loss: 2.4857 2022/06/27 19:20:34 - mmengine - INFO - Epoch(train) [7][1920/3757] lr: 1.000e-02 eta: 1 day, 1:54:07 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.5347 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6959 loss: 2.6959 2022/06/27 19:20:39 - mmengine - INFO - Epoch(train) [7][1940/3757] lr: 1.000e-02 eta: 1 day, 1:53:59 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.8896 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3632 loss: 2.3632 2022/06/27 19:20:44 - mmengine - INFO - Epoch(train) [7][1960/3757] lr: 1.000e-02 eta: 1 day, 1:53:51 time: 0.224 data_time: 0.009 memory: 6238 grad_norm: 5.8831 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5610 loss: 2.5610 2022/06/27 19:20:49 - mmengine - INFO - Epoch(train) [7][1980/3757] lr: 1.000e-02 eta: 1 day, 1:53:46 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.3258 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7324 loss: 2.7324 2022/06/27 19:20:54 - mmengine - INFO - Epoch(train) [7][2000/3757] lr: 1.000e-02 eta: 1 day, 1:53:38 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.5210 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4092 loss: 2.4092 2022/06/27 19:21:00 - mmengine - INFO - Epoch(train) [7][2020/3757] lr: 1.000e-02 eta: 1 day, 1:53:33 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.8422 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1153 loss: 2.1153 2022/06/27 19:21:05 - mmengine - INFO - Epoch(train) [7][2040/3757] lr: 1.000e-02 eta: 1 day, 1:53:30 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.8296 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2331 loss: 2.2331 2022/06/27 19:21:10 - mmengine - INFO - Epoch(train) [7][2060/3757] lr: 1.000e-02 eta: 1 day, 1:53:19 time: 0.224 data_time: 0.021 memory: 6238 grad_norm: 5.9935 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0572 loss: 2.0572 2022/06/27 19:21:15 - mmengine - INFO - Epoch(train) [7][2080/3757] lr: 1.000e-02 eta: 1 day, 1:53:13 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.7824 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4818 loss: 2.4818 2022/06/27 19:21:21 - mmengine - INFO - Epoch(train) [7][2100/3757] lr: 1.000e-02 eta: 1 day, 1:53:13 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.7023 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3020 loss: 2.3020 2022/06/27 19:21:26 - mmengine - INFO - Epoch(train) [7][2120/3757] lr: 1.000e-02 eta: 1 day, 1:53:03 time: 0.233 data_time: 0.020 memory: 6238 grad_norm: 5.3133 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3888 loss: 2.3888 2022/06/27 19:21:31 - mmengine - INFO - Epoch(train) [7][2140/3757] lr: 1.000e-02 eta: 1 day, 1:52:52 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.7949 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5685 loss: 2.5685 2022/06/27 19:21:36 - mmengine - INFO - Epoch(train) [7][2160/3757] lr: 1.000e-02 eta: 1 day, 1:52:42 time: 0.236 data_time: 0.014 memory: 6238 grad_norm: 5.9133 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5829 loss: 2.5829 2022/06/27 19:21:41 - mmengine - INFO - Epoch(train) [7][2180/3757] lr: 1.000e-02 eta: 1 day, 1:52:36 time: 0.222 data_time: 0.023 memory: 6238 grad_norm: 5.4065 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4867 loss: 2.4867 2022/06/27 19:21:47 - mmengine - INFO - Epoch(train) [7][2200/3757] lr: 1.000e-02 eta: 1 day, 1:52:34 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.6875 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4847 loss: 2.4847 2022/06/27 19:21:52 - mmengine - INFO - Epoch(train) [7][2220/3757] lr: 1.000e-02 eta: 1 day, 1:52:28 time: 0.415 data_time: 0.007 memory: 6238 grad_norm: 5.5945 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2531 loss: 2.2531 2022/06/27 19:21:57 - mmengine - INFO - Epoch(train) [7][2240/3757] lr: 1.000e-02 eta: 1 day, 1:52:22 time: 0.230 data_time: 0.018 memory: 6238 grad_norm: 6.2663 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2875 loss: 2.2875 2022/06/27 19:22:02 - mmengine - INFO - Epoch(train) [7][2260/3757] lr: 1.000e-02 eta: 1 day, 1:52:15 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.6147 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3033 loss: 2.3033 2022/06/27 19:22:08 - mmengine - INFO - Epoch(train) [7][2280/3757] lr: 1.000e-02 eta: 1 day, 1:52:10 time: 0.545 data_time: 0.007 memory: 6238 grad_norm: 5.7386 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7041 loss: 2.7041 2022/06/27 19:22:13 - mmengine - INFO - Epoch(train) [7][2300/3757] lr: 1.000e-02 eta: 1 day, 1:52:05 time: 0.403 data_time: 0.207 memory: 6238 grad_norm: 5.1307 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5343 loss: 2.5343 2022/06/27 19:22:18 - mmengine - INFO - Epoch(train) [7][2320/3757] lr: 1.000e-02 eta: 1 day, 1:52:01 time: 0.225 data_time: 0.008 memory: 6238 grad_norm: 5.1689 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3665 loss: 2.3665 2022/06/27 19:22:24 - mmengine - INFO - Epoch(train) [7][2340/3757] lr: 1.000e-02 eta: 1 day, 1:51:57 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 6.0842 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7416 loss: 2.7416 2022/06/27 19:22:29 - mmengine - INFO - Epoch(train) [7][2360/3757] lr: 1.000e-02 eta: 1 day, 1:51:49 time: 0.509 data_time: 0.303 memory: 6238 grad_norm: 5.7147 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5632 loss: 2.5632 2022/06/27 19:22:34 - mmengine - INFO - Epoch(train) [7][2380/3757] lr: 1.000e-02 eta: 1 day, 1:51:41 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.9947 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4393 loss: 2.4393 2022/06/27 19:22:40 - mmengine - INFO - Epoch(train) [7][2400/3757] lr: 1.000e-02 eta: 1 day, 1:51:39 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.0921 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6091 loss: 2.6091 2022/06/27 19:22:45 - mmengine - INFO - Epoch(train) [7][2420/3757] lr: 1.000e-02 eta: 1 day, 1:51:30 time: 0.222 data_time: 0.016 memory: 6238 grad_norm: 5.3892 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2719 loss: 2.2719 2022/06/27 19:22:50 - mmengine - INFO - Epoch(train) [7][2440/3757] lr: 1.000e-02 eta: 1 day, 1:51:26 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.7567 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2772 loss: 2.2772 2022/06/27 19:22:55 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:22:55 - mmengine - INFO - Epoch(train) [7][2460/3757] lr: 1.000e-02 eta: 1 day, 1:51:18 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.3861 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4071 loss: 2.4071 2022/06/27 19:23:00 - mmengine - INFO - Epoch(train) [7][2480/3757] lr: 1.000e-02 eta: 1 day, 1:51:08 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.9843 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5925 loss: 2.5925 2022/06/27 19:23:06 - mmengine - INFO - Epoch(train) [7][2500/3757] lr: 1.000e-02 eta: 1 day, 1:51:06 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 6.6818 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8007 loss: 2.8007 2022/06/27 19:23:11 - mmengine - INFO - Epoch(train) [7][2520/3757] lr: 1.000e-02 eta: 1 day, 1:51:01 time: 0.235 data_time: 0.011 memory: 6238 grad_norm: 5.9984 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7815 loss: 2.7815 2022/06/27 19:23:16 - mmengine - INFO - Epoch(train) [7][2540/3757] lr: 1.000e-02 eta: 1 day, 1:50:49 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 5.4298 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5605 loss: 2.5605 2022/06/27 19:23:21 - mmengine - INFO - Epoch(train) [7][2560/3757] lr: 1.000e-02 eta: 1 day, 1:50:46 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.5273 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8241 loss: 2.8241 2022/06/27 19:23:26 - mmengine - INFO - Epoch(train) [7][2580/3757] lr: 1.000e-02 eta: 1 day, 1:50:39 time: 0.230 data_time: 0.010 memory: 6238 grad_norm: 5.8540 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2953 loss: 2.2953 2022/06/27 19:23:32 - mmengine - INFO - Epoch(train) [7][2600/3757] lr: 1.000e-02 eta: 1 day, 1:50:33 time: 0.219 data_time: 0.009 memory: 6238 grad_norm: 5.6480 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1879 loss: 2.1879 2022/06/27 19:23:37 - mmengine - INFO - Epoch(train) [7][2620/3757] lr: 1.000e-02 eta: 1 day, 1:50:28 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6564 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5240 loss: 2.5240 2022/06/27 19:23:44 - mmengine - INFO - Epoch(train) [7][2640/3757] lr: 1.000e-02 eta: 1 day, 1:50:41 time: 0.222 data_time: 0.015 memory: 6238 grad_norm: 5.6242 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8337 loss: 2.8337 2022/06/27 19:23:48 - mmengine - INFO - Epoch(train) [7][2660/3757] lr: 1.000e-02 eta: 1 day, 1:50:26 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.6495 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7712 loss: 2.7712 2022/06/27 19:23:53 - mmengine - INFO - Epoch(train) [7][2680/3757] lr: 1.000e-02 eta: 1 day, 1:50:09 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.4676 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0875 loss: 2.0875 2022/06/27 19:23:57 - mmengine - INFO - Epoch(train) [7][2700/3757] lr: 1.000e-02 eta: 1 day, 1:49:53 time: 0.238 data_time: 0.010 memory: 6238 grad_norm: 5.3502 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6610 loss: 2.6610 2022/06/27 19:24:02 - mmengine - INFO - Epoch(train) [7][2720/3757] lr: 1.000e-02 eta: 1 day, 1:49:40 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.7435 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4654 loss: 2.4654 2022/06/27 19:24:07 - mmengine - INFO - Epoch(train) [7][2740/3757] lr: 1.000e-02 eta: 1 day, 1:49:35 time: 0.226 data_time: 0.016 memory: 6238 grad_norm: 5.8672 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3398 loss: 2.3398 2022/06/27 19:24:13 - mmengine - INFO - Epoch(train) [7][2760/3757] lr: 1.000e-02 eta: 1 day, 1:49:37 time: 0.577 data_time: 0.010 memory: 6238 grad_norm: 6.0152 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4176 loss: 2.4176 2022/06/27 19:24:19 - mmengine - INFO - Epoch(train) [7][2780/3757] lr: 1.000e-02 eta: 1 day, 1:49:31 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.6304 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5743 loss: 2.5743 2022/06/27 19:24:24 - mmengine - INFO - Epoch(train) [7][2800/3757] lr: 1.000e-02 eta: 1 day, 1:49:22 time: 0.225 data_time: 0.023 memory: 6238 grad_norm: 5.1216 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3830 loss: 2.3830 2022/06/27 19:24:29 - mmengine - INFO - Epoch(train) [7][2820/3757] lr: 1.000e-02 eta: 1 day, 1:49:16 time: 0.226 data_time: 0.013 memory: 6238 grad_norm: 5.8844 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7675 loss: 2.7675 2022/06/27 19:24:34 - mmengine - INFO - Epoch(train) [7][2840/3757] lr: 1.000e-02 eta: 1 day, 1:49:10 time: 0.235 data_time: 0.011 memory: 6238 grad_norm: 5.4790 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6558 loss: 2.6558 2022/06/27 19:24:40 - mmengine - INFO - Epoch(train) [7][2860/3757] lr: 1.000e-02 eta: 1 day, 1:49:14 time: 0.233 data_time: 0.028 memory: 6238 grad_norm: 6.0769 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4162 loss: 2.4162 2022/06/27 19:24:45 - mmengine - INFO - Epoch(train) [7][2880/3757] lr: 1.000e-02 eta: 1 day, 1:49:09 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.1910 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4800 loss: 2.4800 2022/06/27 19:24:51 - mmengine - INFO - Epoch(train) [7][2900/3757] lr: 1.000e-02 eta: 1 day, 1:49:06 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.7880 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4664 loss: 2.4664 2022/06/27 19:24:56 - mmengine - INFO - Epoch(train) [7][2920/3757] lr: 1.000e-02 eta: 1 day, 1:48:58 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.9167 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4135 loss: 2.4135 2022/06/27 19:25:01 - mmengine - INFO - Epoch(train) [7][2940/3757] lr: 1.000e-02 eta: 1 day, 1:48:52 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.5601 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6440 loss: 2.6440 2022/06/27 19:25:07 - mmengine - INFO - Epoch(train) [7][2960/3757] lr: 1.000e-02 eta: 1 day, 1:48:49 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.9535 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1153 loss: 2.1153 2022/06/27 19:25:12 - mmengine - INFO - Epoch(train) [7][2980/3757] lr: 1.000e-02 eta: 1 day, 1:48:45 time: 0.248 data_time: 0.015 memory: 6238 grad_norm: 5.7211 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6015 loss: 2.6015 2022/06/27 19:25:18 - mmengine - INFO - Epoch(train) [7][3000/3757] lr: 1.000e-02 eta: 1 day, 1:48:50 time: 0.450 data_time: 0.006 memory: 6238 grad_norm: 5.9038 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5000 loss: 2.5000 2022/06/27 19:25:23 - mmengine - INFO - Epoch(train) [7][3020/3757] lr: 1.000e-02 eta: 1 day, 1:48:34 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.8813 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3262 loss: 2.3262 2022/06/27 19:25:28 - mmengine - INFO - Epoch(train) [7][3040/3757] lr: 1.000e-02 eta: 1 day, 1:48:27 time: 0.234 data_time: 0.013 memory: 6238 grad_norm: 5.6518 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9808 loss: 1.9808 2022/06/27 19:25:33 - mmengine - INFO - Epoch(train) [7][3060/3757] lr: 1.000e-02 eta: 1 day, 1:48:21 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.7543 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4942 loss: 2.4942 2022/06/27 19:25:38 - mmengine - INFO - Epoch(train) [7][3080/3757] lr: 1.000e-02 eta: 1 day, 1:48:11 time: 0.337 data_time: 0.007 memory: 6238 grad_norm: 6.2940 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5177 loss: 2.5177 2022/06/27 19:25:44 - mmengine - INFO - Epoch(train) [7][3100/3757] lr: 1.000e-02 eta: 1 day, 1:48:07 time: 0.219 data_time: 0.016 memory: 6238 grad_norm: 5.4761 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5222 loss: 2.5222 2022/06/27 19:25:49 - mmengine - INFO - Epoch(train) [7][3120/3757] lr: 1.000e-02 eta: 1 day, 1:48:07 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.8591 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6673 loss: 2.6673 2022/06/27 19:25:54 - mmengine - INFO - Epoch(train) [7][3140/3757] lr: 1.000e-02 eta: 1 day, 1:47:58 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 6.1882 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5195 loss: 2.5195 2022/06/27 19:26:00 - mmengine - INFO - Epoch(train) [7][3160/3757] lr: 1.000e-02 eta: 1 day, 1:47:53 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.6240 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2837 loss: 2.2837 2022/06/27 19:26:05 - mmengine - INFO - Epoch(train) [7][3180/3757] lr: 1.000e-02 eta: 1 day, 1:47:43 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.9370 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7098 loss: 2.7098 2022/06/27 19:26:10 - mmengine - INFO - Epoch(train) [7][3200/3757] lr: 1.000e-02 eta: 1 day, 1:47:45 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.2373 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5552 loss: 2.5552 2022/06/27 19:26:16 - mmengine - INFO - Epoch(train) [7][3220/3757] lr: 1.000e-02 eta: 1 day, 1:47:43 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.5296 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4290 loss: 2.4290 2022/06/27 19:26:21 - mmengine - INFO - Epoch(train) [7][3240/3757] lr: 1.000e-02 eta: 1 day, 1:47:34 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.4461 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3829 loss: 2.3829 2022/06/27 19:26:26 - mmengine - INFO - Epoch(train) [7][3260/3757] lr: 1.000e-02 eta: 1 day, 1:47:29 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.8909 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3374 loss: 2.3374 2022/06/27 19:26:32 - mmengine - INFO - Epoch(train) [7][3280/3757] lr: 1.000e-02 eta: 1 day, 1:47:25 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.9980 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6084 loss: 2.6084 2022/06/27 19:26:37 - mmengine - INFO - Epoch(train) [7][3300/3757] lr: 1.000e-02 eta: 1 day, 1:47:24 time: 0.233 data_time: 0.007 memory: 6238 grad_norm: 6.0066 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4291 loss: 2.4291 2022/06/27 19:26:43 - mmengine - INFO - Epoch(train) [7][3320/3757] lr: 1.000e-02 eta: 1 day, 1:47:17 time: 0.238 data_time: 0.007 memory: 6238 grad_norm: 4.7265 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4633 loss: 2.4633 2022/06/27 19:26:48 - mmengine - INFO - Epoch(train) [7][3340/3757] lr: 1.000e-02 eta: 1 day, 1:47:11 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.9428 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9163 loss: 2.9163 2022/06/27 19:26:54 - mmengine - INFO - Epoch(train) [7][3360/3757] lr: 1.000e-02 eta: 1 day, 1:47:11 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.4878 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6058 loss: 2.6058 2022/06/27 19:26:58 - mmengine - INFO - Epoch(train) [7][3380/3757] lr: 1.000e-02 eta: 1 day, 1:47:00 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 5.8834 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6417 loss: 2.6417 2022/06/27 19:27:04 - mmengine - INFO - Epoch(train) [7][3400/3757] lr: 1.000e-02 eta: 1 day, 1:46:54 time: 0.216 data_time: 0.012 memory: 6238 grad_norm: 5.9734 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7173 loss: 2.7173 2022/06/27 19:27:09 - mmengine - INFO - Epoch(train) [7][3420/3757] lr: 1.000e-02 eta: 1 day, 1:46:48 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.4541 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6018 loss: 2.6018 2022/06/27 19:27:14 - mmengine - INFO - Epoch(train) [7][3440/3757] lr: 1.000e-02 eta: 1 day, 1:46:41 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 6.1689 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6815 loss: 2.6815 2022/06/27 19:27:19 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:27:20 - mmengine - INFO - Epoch(train) [7][3460/3757] lr: 1.000e-02 eta: 1 day, 1:46:37 time: 0.230 data_time: 0.018 memory: 6238 grad_norm: 5.8384 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5774 loss: 2.5774 2022/06/27 19:27:25 - mmengine - INFO - Epoch(train) [7][3480/3757] lr: 1.000e-02 eta: 1 day, 1:46:32 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.1357 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5770 loss: 2.5770 2022/06/27 19:27:30 - mmengine - INFO - Epoch(train) [7][3500/3757] lr: 1.000e-02 eta: 1 day, 1:46:30 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 4.9725 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4162 loss: 2.4162 2022/06/27 19:27:36 - mmengine - INFO - Epoch(train) [7][3520/3757] lr: 1.000e-02 eta: 1 day, 1:46:23 time: 0.230 data_time: 0.018 memory: 6238 grad_norm: 6.2744 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3723 loss: 2.3723 2022/06/27 19:27:41 - mmengine - INFO - Epoch(train) [7][3540/3757] lr: 1.000e-02 eta: 1 day, 1:46:18 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.1957 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0639 loss: 2.0639 2022/06/27 19:27:46 - mmengine - INFO - Epoch(train) [7][3560/3757] lr: 1.000e-02 eta: 1 day, 1:46:15 time: 0.218 data_time: 0.013 memory: 6238 grad_norm: 5.4988 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3208 loss: 2.3208 2022/06/27 19:27:52 - mmengine - INFO - Epoch(train) [7][3580/3757] lr: 1.000e-02 eta: 1 day, 1:46:14 time: 0.220 data_time: 0.014 memory: 6238 grad_norm: 5.5923 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4913 loss: 2.4913 2022/06/27 19:27:57 - mmengine - INFO - Epoch(train) [7][3600/3757] lr: 1.000e-02 eta: 1 day, 1:46:02 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.4882 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2712 loss: 2.2712 2022/06/27 19:28:02 - mmengine - INFO - Epoch(train) [7][3620/3757] lr: 1.000e-02 eta: 1 day, 1:45:57 time: 0.221 data_time: 0.015 memory: 6238 grad_norm: 5.7711 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9559 loss: 2.9559 2022/06/27 19:28:08 - mmengine - INFO - Epoch(train) [7][3640/3757] lr: 1.000e-02 eta: 1 day, 1:45:58 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.0822 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4066 loss: 2.4066 2022/06/27 19:28:13 - mmengine - INFO - Epoch(train) [7][3660/3757] lr: 1.000e-02 eta: 1 day, 1:45:52 time: 0.241 data_time: 0.007 memory: 6238 grad_norm: 5.2631 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2380 loss: 3.2380 2022/06/27 19:28:19 - mmengine - INFO - Epoch(train) [7][3680/3757] lr: 1.000e-02 eta: 1 day, 1:45:49 time: 0.218 data_time: 0.015 memory: 6238 grad_norm: 5.9494 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6817 loss: 2.6817 2022/06/27 19:28:24 - mmengine - INFO - Epoch(train) [7][3700/3757] lr: 1.000e-02 eta: 1 day, 1:45:45 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6872 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.7284 loss: 2.7284 2022/06/27 19:28:29 - mmengine - INFO - Epoch(train) [7][3720/3757] lr: 1.000e-02 eta: 1 day, 1:45:39 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.8969 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5066 loss: 2.5066 2022/06/27 19:28:35 - mmengine - INFO - Epoch(train) [7][3740/3757] lr: 1.000e-02 eta: 1 day, 1:45:32 time: 0.227 data_time: 0.023 memory: 6238 grad_norm: 5.0646 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5321 loss: 2.5321 2022/06/27 19:28:38 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:28:45 - mmengine - INFO - Epoch(val) [7][20/310] eta: 0:01:30 time: 0.096 data_time: 0.009 memory: 6238 2022/06/27 19:28:51 - mmengine - INFO - Epoch(val) [7][40/310] eta: 0:01:13 time: 0.188 data_time: 0.106 memory: 1479 2022/06/27 19:28:55 - mmengine - INFO - Epoch(val) [7][60/310] eta: 0:00:24 time: 0.088 data_time: 0.005 memory: 1479 2022/06/27 19:29:01 - mmengine - INFO - Epoch(val) [7][80/310] eta: 0:01:05 time: 0.090 data_time: 0.009 memory: 1479 2022/06/27 19:29:07 - mmengine - INFO - Epoch(val) [7][100/310] eta: 0:01:02 time: 0.603 data_time: 0.522 memory: 1479 2022/06/27 19:29:11 - mmengine - INFO - Epoch(val) [7][120/310] eta: 0:00:30 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 19:29:17 - mmengine - INFO - Epoch(val) [7][140/310] eta: 0:00:52 time: 0.092 data_time: 0.006 memory: 1479 2022/06/27 19:29:23 - mmengine - INFO - Epoch(val) [7][160/310] eta: 0:00:42 time: 1.313 data_time: 1.215 memory: 1479 2022/06/27 19:29:27 - mmengine - INFO - Epoch(val) [7][180/310] eta: 0:00:42 time: 0.096 data_time: 0.008 memory: 1479 2022/06/27 19:29:33 - mmengine - INFO - Epoch(val) [7][200/310] eta: 0:00:33 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 19:29:38 - mmengine - INFO - Epoch(val) [7][220/310] eta: 0:00:23 time: 0.352 data_time: 0.253 memory: 1479 2022/06/27 19:29:42 - mmengine - INFO - Epoch(val) [7][240/310] eta: 0:00:16 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 19:29:48 - mmengine - INFO - Epoch(val) [7][260/310] eta: 0:00:14 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 19:29:54 - mmengine - INFO - Epoch(val) [7][280/310] eta: 0:00:08 time: 0.234 data_time: 0.137 memory: 1479 2022/06/27 19:29:58 - mmengine - INFO - Epoch(val) [7][300/310] eta: 0:00:02 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 19:30:01 - mmengine - INFO - Epoch(val) [7][310/310] acc/top1: 0.4830 acc/top5: 0.7514 acc/mean1: 0.4828 2022/06/27 19:30:10 - mmengine - INFO - Epoch(train) [8][20/3757] lr: 1.000e-02 eta: 1 day, 1:45:37 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.6304 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1565 loss: 2.1565 2022/06/27 19:30:16 - mmengine - INFO - Epoch(train) [8][40/3757] lr: 1.000e-02 eta: 1 day, 1:45:35 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 6.0442 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6342 loss: 2.6342 2022/06/27 19:30:21 - mmengine - INFO - Epoch(train) [8][60/3757] lr: 1.000e-02 eta: 1 day, 1:45:29 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6479 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4698 loss: 2.4698 2022/06/27 19:30:26 - mmengine - INFO - Epoch(train) [8][80/3757] lr: 1.000e-02 eta: 1 day, 1:45:26 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 5.7480 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0492 loss: 2.0492 2022/06/27 19:30:32 - mmengine - INFO - Epoch(train) [8][100/3757] lr: 1.000e-02 eta: 1 day, 1:45:24 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.3381 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4940 loss: 2.4940 2022/06/27 19:30:36 - mmengine - INFO - Epoch(train) [8][120/3757] lr: 1.000e-02 eta: 1 day, 1:45:10 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.1742 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2299 loss: 2.2299 2022/06/27 19:30:42 - mmengine - INFO - Epoch(train) [8][140/3757] lr: 1.000e-02 eta: 1 day, 1:45:05 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 4.8929 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5333 loss: 2.5333 2022/06/27 19:30:47 - mmengine - INFO - Epoch(train) [8][160/3757] lr: 1.000e-02 eta: 1 day, 1:45:00 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.3406 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5046 loss: 2.5046 2022/06/27 19:30:52 - mmengine - INFO - Epoch(train) [8][180/3757] lr: 1.000e-02 eta: 1 day, 1:44:49 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.2554 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1001 loss: 2.1001 2022/06/27 19:30:57 - mmengine - INFO - Epoch(train) [8][200/3757] lr: 1.000e-02 eta: 1 day, 1:44:45 time: 0.221 data_time: 0.009 memory: 6238 grad_norm: 5.4518 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3380 loss: 2.3380 2022/06/27 19:31:03 - mmengine - INFO - Epoch(train) [8][220/3757] lr: 1.000e-02 eta: 1 day, 1:44:47 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.3349 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4716 loss: 2.4716 2022/06/27 19:31:08 - mmengine - INFO - Epoch(train) [8][240/3757] lr: 1.000e-02 eta: 1 day, 1:44:37 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.3217 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4678 loss: 2.4678 2022/06/27 19:31:14 - mmengine - INFO - Epoch(train) [8][260/3757] lr: 1.000e-02 eta: 1 day, 1:44:35 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.7811 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0790 loss: 2.0790 2022/06/27 19:31:19 - mmengine - INFO - Epoch(train) [8][280/3757] lr: 1.000e-02 eta: 1 day, 1:44:32 time: 0.249 data_time: 0.013 memory: 6238 grad_norm: 5.9278 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3897 loss: 2.3897 2022/06/27 19:31:24 - mmengine - INFO - Epoch(train) [8][300/3757] lr: 1.000e-02 eta: 1 day, 1:44:21 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 5.4609 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4689 loss: 2.4689 2022/06/27 19:31:30 - mmengine - INFO - Epoch(train) [8][320/3757] lr: 1.000e-02 eta: 1 day, 1:44:19 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.1817 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9566 loss: 1.9566 2022/06/27 19:31:35 - mmengine - INFO - Epoch(train) [8][340/3757] lr: 1.000e-02 eta: 1 day, 1:44:10 time: 0.237 data_time: 0.010 memory: 6238 grad_norm: 5.7991 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3121 loss: 2.3121 2022/06/27 19:31:40 - mmengine - INFO - Epoch(train) [8][360/3757] lr: 1.000e-02 eta: 1 day, 1:44:03 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.0844 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4792 loss: 2.4792 2022/06/27 19:31:45 - mmengine - INFO - Epoch(train) [8][380/3757] lr: 1.000e-02 eta: 1 day, 1:43:54 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.0271 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6267 loss: 2.6267 2022/06/27 19:31:50 - mmengine - INFO - Epoch(train) [8][400/3757] lr: 1.000e-02 eta: 1 day, 1:43:49 time: 0.229 data_time: 0.025 memory: 6238 grad_norm: 5.5910 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5594 loss: 2.5594 2022/06/27 19:31:55 - mmengine - INFO - Epoch(train) [8][420/3757] lr: 1.000e-02 eta: 1 day, 1:43:38 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.7897 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7110 loss: 2.7110 2022/06/27 19:32:01 - mmengine - INFO - Epoch(train) [8][440/3757] lr: 1.000e-02 eta: 1 day, 1:43:35 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.6698 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4946 loss: 2.4946 2022/06/27 19:32:06 - mmengine - INFO - Epoch(train) [8][460/3757] lr: 1.000e-02 eta: 1 day, 1:43:28 time: 0.235 data_time: 0.034 memory: 6238 grad_norm: 5.9525 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4321 loss: 2.4321 2022/06/27 19:32:11 - mmengine - INFO - Epoch(train) [8][480/3757] lr: 1.000e-02 eta: 1 day, 1:43:17 time: 0.221 data_time: 0.013 memory: 6238 grad_norm: 6.0548 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8732 loss: 2.8732 2022/06/27 19:32:16 - mmengine - INFO - Epoch(train) [8][500/3757] lr: 1.000e-02 eta: 1 day, 1:43:13 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.3124 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2621 loss: 2.2621 2022/06/27 19:32:22 - mmengine - INFO - Epoch(train) [8][520/3757] lr: 1.000e-02 eta: 1 day, 1:43:08 time: 0.223 data_time: 0.025 memory: 6238 grad_norm: 5.8682 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2230 loss: 2.2230 2022/06/27 19:32:26 - mmengine - INFO - Epoch(train) [8][540/3757] lr: 1.000e-02 eta: 1 day, 1:42:55 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.3173 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1242 loss: 2.1242 2022/06/27 19:32:32 - mmengine - INFO - Epoch(train) [8][560/3757] lr: 1.000e-02 eta: 1 day, 1:42:52 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 6.1136 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3433 loss: 2.3433 2022/06/27 19:32:38 - mmengine - INFO - Epoch(train) [8][580/3757] lr: 1.000e-02 eta: 1 day, 1:42:53 time: 0.236 data_time: 0.029 memory: 6238 grad_norm: 6.1322 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6780 loss: 2.6780 2022/06/27 19:32:43 - mmengine - INFO - Epoch(train) [8][600/3757] lr: 1.000e-02 eta: 1 day, 1:42:44 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.5878 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6178 loss: 2.6178 2022/06/27 19:32:48 - mmengine - INFO - Epoch(train) [8][620/3757] lr: 1.000e-02 eta: 1 day, 1:42:42 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.7922 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2205 loss: 2.2205 2022/06/27 19:32:53 - mmengine - INFO - Epoch(train) [8][640/3757] lr: 1.000e-02 eta: 1 day, 1:42:36 time: 0.225 data_time: 0.021 memory: 6238 grad_norm: 5.2855 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3501 loss: 2.3501 2022/06/27 19:32:59 - mmengine - INFO - Epoch(train) [8][660/3757] lr: 1.000e-02 eta: 1 day, 1:42:32 time: 0.275 data_time: 0.006 memory: 6238 grad_norm: 5.1445 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3607 loss: 2.3607 2022/06/27 19:33:04 - mmengine - INFO - Epoch(train) [8][680/3757] lr: 1.000e-02 eta: 1 day, 1:42:23 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.9357 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4620 loss: 2.4620 2022/06/27 19:33:10 - mmengine - INFO - Epoch(train) [8][700/3757] lr: 1.000e-02 eta: 1 day, 1:42:23 time: 0.227 data_time: 0.026 memory: 6238 grad_norm: 5.1407 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8755 loss: 2.8755 2022/06/27 19:33:10 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:33:14 - mmengine - INFO - Epoch(train) [8][720/3757] lr: 1.000e-02 eta: 1 day, 1:42:13 time: 0.567 data_time: 0.010 memory: 6238 grad_norm: 5.5590 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3983 loss: 2.3983 2022/06/27 19:33:20 - mmengine - INFO - Epoch(train) [8][740/3757] lr: 1.000e-02 eta: 1 day, 1:42:06 time: 0.241 data_time: 0.007 memory: 6238 grad_norm: 6.3637 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2762 loss: 2.2762 2022/06/27 19:33:26 - mmengine - INFO - Epoch(train) [8][760/3757] lr: 1.000e-02 eta: 1 day, 1:42:10 time: 0.225 data_time: 0.021 memory: 6238 grad_norm: 6.2491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3502 loss: 2.3502 2022/06/27 19:33:31 - mmengine - INFO - Epoch(train) [8][780/3757] lr: 1.000e-02 eta: 1 day, 1:42:02 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 6.3389 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7828 loss: 2.7828 2022/06/27 19:33:35 - mmengine - INFO - Epoch(train) [8][800/3757] lr: 1.000e-02 eta: 1 day, 1:41:48 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.6454 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5282 loss: 2.5282 2022/06/27 19:33:41 - mmengine - INFO - Epoch(train) [8][820/3757] lr: 1.000e-02 eta: 1 day, 1:41:43 time: 0.221 data_time: 0.021 memory: 6238 grad_norm: 5.4929 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6555 loss: 2.6555 2022/06/27 19:33:46 - mmengine - INFO - Epoch(train) [8][840/3757] lr: 1.000e-02 eta: 1 day, 1:41:35 time: 0.229 data_time: 0.009 memory: 6238 grad_norm: 5.5791 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3666 loss: 2.3666 2022/06/27 19:33:51 - mmengine - INFO - Epoch(train) [8][860/3757] lr: 1.000e-02 eta: 1 day, 1:41:29 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.1024 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2923 loss: 2.2923 2022/06/27 19:33:56 - mmengine - INFO - Epoch(train) [8][880/3757] lr: 1.000e-02 eta: 1 day, 1:41:24 time: 0.222 data_time: 0.017 memory: 6238 grad_norm: 5.2534 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9457 loss: 1.9457 2022/06/27 19:34:01 - mmengine - INFO - Epoch(train) [8][900/3757] lr: 1.000e-02 eta: 1 day, 1:41:13 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.5384 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0365 loss: 2.0365 2022/06/27 19:34:07 - mmengine - INFO - Epoch(train) [8][920/3757] lr: 1.000e-02 eta: 1 day, 1:41:07 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.4914 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5015 loss: 2.5015 2022/06/27 19:34:12 - mmengine - INFO - Epoch(train) [8][940/3757] lr: 1.000e-02 eta: 1 day, 1:41:02 time: 0.230 data_time: 0.032 memory: 6238 grad_norm: 6.2887 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9229 loss: 2.9229 2022/06/27 19:34:17 - mmengine - INFO - Epoch(train) [8][960/3757] lr: 1.000e-02 eta: 1 day, 1:40:55 time: 0.499 data_time: 0.007 memory: 6238 grad_norm: 5.9887 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4438 loss: 2.4438 2022/06/27 19:34:23 - mmengine - INFO - Epoch(train) [8][980/3757] lr: 1.000e-02 eta: 1 day, 1:40:54 time: 0.218 data_time: 0.008 memory: 6238 grad_norm: 5.7607 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2542 loss: 2.2542 2022/06/27 19:34:28 - mmengine - INFO - Epoch(train) [8][1000/3757] lr: 1.000e-02 eta: 1 day, 1:40:50 time: 0.231 data_time: 0.027 memory: 6238 grad_norm: 4.9981 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2997 loss: 2.2997 2022/06/27 19:34:33 - mmengine - INFO - Epoch(train) [8][1020/3757] lr: 1.000e-02 eta: 1 day, 1:40:38 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.7472 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0895 loss: 2.0895 2022/06/27 19:34:38 - mmengine - INFO - Epoch(train) [8][1040/3757] lr: 1.000e-02 eta: 1 day, 1:40:29 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.1389 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0389 loss: 2.0389 2022/06/27 19:34:44 - mmengine - INFO - Epoch(train) [8][1060/3757] lr: 1.000e-02 eta: 1 day, 1:40:30 time: 0.284 data_time: 0.027 memory: 6238 grad_norm: 5.8359 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3225 loss: 2.3225 2022/06/27 19:34:49 - mmengine - INFO - Epoch(train) [8][1080/3757] lr: 1.000e-02 eta: 1 day, 1:40:27 time: 0.780 data_time: 0.006 memory: 6238 grad_norm: 5.1552 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5015 loss: 2.5015 2022/06/27 19:34:54 - mmengine - INFO - Epoch(train) [8][1100/3757] lr: 1.000e-02 eta: 1 day, 1:40:19 time: 0.224 data_time: 0.011 memory: 6238 grad_norm: 5.7280 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5056 loss: 2.5056 2022/06/27 19:35:00 - mmengine - INFO - Epoch(train) [8][1120/3757] lr: 1.000e-02 eta: 1 day, 1:40:14 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.5912 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1571 loss: 2.1571 2022/06/27 19:35:05 - mmengine - INFO - Epoch(train) [8][1140/3757] lr: 1.000e-02 eta: 1 day, 1:40:03 time: 0.231 data_time: 0.009 memory: 6238 grad_norm: 5.7600 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6815 loss: 2.6815 2022/06/27 19:35:11 - mmengine - INFO - Epoch(train) [8][1160/3757] lr: 1.000e-02 eta: 1 day, 1:40:12 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 6.1036 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4047 loss: 2.4047 2022/06/27 19:35:15 - mmengine - INFO - Epoch(train) [8][1180/3757] lr: 1.000e-02 eta: 1 day, 1:39:57 time: 0.216 data_time: 0.012 memory: 6238 grad_norm: 5.3262 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9366 loss: 1.9366 2022/06/27 19:35:20 - mmengine - INFO - Epoch(train) [8][1200/3757] lr: 1.000e-02 eta: 1 day, 1:39:43 time: 0.239 data_time: 0.015 memory: 6238 grad_norm: 5.4704 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4069 loss: 2.4069 2022/06/27 19:35:25 - mmengine - INFO - Epoch(train) [8][1220/3757] lr: 1.000e-02 eta: 1 day, 1:39:36 time: 0.226 data_time: 0.023 memory: 6238 grad_norm: 5.6523 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3597 loss: 2.3597 2022/06/27 19:35:31 - mmengine - INFO - Epoch(train) [8][1240/3757] lr: 1.000e-02 eta: 1 day, 1:39:34 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.6437 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4754 loss: 2.4754 2022/06/27 19:35:36 - mmengine - INFO - Epoch(train) [8][1260/3757] lr: 1.000e-02 eta: 1 day, 1:39:26 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.2293 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5209 loss: 2.5209 2022/06/27 19:35:41 - mmengine - INFO - Epoch(train) [8][1280/3757] lr: 1.000e-02 eta: 1 day, 1:39:19 time: 0.229 data_time: 0.012 memory: 6238 grad_norm: 5.9264 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4329 loss: 2.4329 2022/06/27 19:35:47 - mmengine - INFO - Epoch(train) [8][1300/3757] lr: 1.000e-02 eta: 1 day, 1:39:19 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 6.0836 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2700 loss: 2.2700 2022/06/27 19:35:52 - mmengine - INFO - Epoch(train) [8][1320/3757] lr: 1.000e-02 eta: 1 day, 1:39:09 time: 0.227 data_time: 0.014 memory: 6238 grad_norm: 6.2402 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3979 loss: 2.3979 2022/06/27 19:35:57 - mmengine - INFO - Epoch(train) [8][1340/3757] lr: 1.000e-02 eta: 1 day, 1:39:01 time: 0.227 data_time: 0.016 memory: 6238 grad_norm: 6.2354 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5777 loss: 2.5777 2022/06/27 19:36:03 - mmengine - INFO - Epoch(train) [8][1360/3757] lr: 1.000e-02 eta: 1 day, 1:39:02 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 5.5925 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5996 loss: 2.5996 2022/06/27 19:36:07 - mmengine - INFO - Epoch(train) [8][1380/3757] lr: 1.000e-02 eta: 1 day, 1:38:47 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 5.4822 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3567 loss: 2.3567 2022/06/27 19:36:13 - mmengine - INFO - Epoch(train) [8][1400/3757] lr: 1.000e-02 eta: 1 day, 1:38:43 time: 0.237 data_time: 0.007 memory: 6238 grad_norm: 5.2169 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1174 loss: 2.1174 2022/06/27 19:36:18 - mmengine - INFO - Epoch(train) [8][1420/3757] lr: 1.000e-02 eta: 1 day, 1:38:36 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.8598 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7969 loss: 2.7969 2022/06/27 19:36:23 - mmengine - INFO - Epoch(train) [8][1440/3757] lr: 1.000e-02 eta: 1 day, 1:38:30 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.3339 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1974 loss: 2.1974 2022/06/27 19:36:28 - mmengine - INFO - Epoch(train) [8][1460/3757] lr: 1.000e-02 eta: 1 day, 1:38:23 time: 0.232 data_time: 0.009 memory: 6238 grad_norm: 5.6339 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1631 loss: 2.1631 2022/06/27 19:36:34 - mmengine - INFO - Epoch(train) [8][1480/3757] lr: 1.000e-02 eta: 1 day, 1:38:20 time: 0.226 data_time: 0.012 memory: 6238 grad_norm: 6.0952 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9621 loss: 1.9621 2022/06/27 19:36:39 - mmengine - INFO - Epoch(train) [8][1500/3757] lr: 1.000e-02 eta: 1 day, 1:38:11 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.1852 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3164 loss: 2.3164 2022/06/27 19:36:44 - mmengine - INFO - Epoch(train) [8][1520/3757] lr: 1.000e-02 eta: 1 day, 1:38:08 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 6.5019 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5094 loss: 2.5094 2022/06/27 19:36:50 - mmengine - INFO - Epoch(train) [8][1540/3757] lr: 1.000e-02 eta: 1 day, 1:38:06 time: 0.227 data_time: 0.021 memory: 6238 grad_norm: 5.7934 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3280 loss: 2.3280 2022/06/27 19:36:54 - mmengine - INFO - Epoch(train) [8][1560/3757] lr: 1.000e-02 eta: 1 day, 1:37:52 time: 0.213 data_time: 0.006 memory: 6238 grad_norm: 5.9403 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1526 loss: 2.1526 2022/06/27 19:37:00 - mmengine - INFO - Epoch(train) [8][1580/3757] lr: 1.000e-02 eta: 1 day, 1:37:48 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 5.9112 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9760 loss: 2.9760 2022/06/27 19:37:05 - mmengine - INFO - Epoch(train) [8][1600/3757] lr: 1.000e-02 eta: 1 day, 1:37:40 time: 0.232 data_time: 0.031 memory: 6238 grad_norm: 5.3745 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3910 loss: 2.3910 2022/06/27 19:37:10 - mmengine - INFO - Epoch(train) [8][1620/3757] lr: 1.000e-02 eta: 1 day, 1:37:30 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.8123 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3133 loss: 2.3133 2022/06/27 19:37:15 - mmengine - INFO - Epoch(train) [8][1640/3757] lr: 1.000e-02 eta: 1 day, 1:37:28 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.0405 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4788 loss: 2.4788 2022/06/27 19:37:21 - mmengine - INFO - Epoch(train) [8][1660/3757] lr: 1.000e-02 eta: 1 day, 1:37:29 time: 0.231 data_time: 0.011 memory: 6238 grad_norm: 5.9020 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6259 loss: 2.6259 2022/06/27 19:37:26 - mmengine - INFO - Epoch(train) [8][1680/3757] lr: 1.000e-02 eta: 1 day, 1:37:18 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.7143 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2453 loss: 2.2453 2022/06/27 19:37:32 - mmengine - INFO - Epoch(train) [8][1700/3757] lr: 1.000e-02 eta: 1 day, 1:37:14 time: 0.217 data_time: 0.012 memory: 6238 grad_norm: 5.9449 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0006 loss: 2.0006 2022/06/27 19:37:32 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:37:37 - mmengine - INFO - Epoch(train) [8][1720/3757] lr: 1.000e-02 eta: 1 day, 1:37:07 time: 0.231 data_time: 0.014 memory: 6238 grad_norm: 5.5021 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3725 loss: 2.3725 2022/06/27 19:37:42 - mmengine - INFO - Epoch(train) [8][1740/3757] lr: 1.000e-02 eta: 1 day, 1:37:04 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.0178 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5838 loss: 2.5838 2022/06/27 19:37:47 - mmengine - INFO - Epoch(train) [8][1760/3757] lr: 1.000e-02 eta: 1 day, 1:36:55 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5496 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3619 loss: 2.3619 2022/06/27 19:37:53 - mmengine - INFO - Epoch(train) [8][1780/3757] lr: 1.000e-02 eta: 1 day, 1:37:00 time: 0.233 data_time: 0.017 memory: 6238 grad_norm: 5.7556 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1066 loss: 2.1066 2022/06/27 19:37:58 - mmengine - INFO - Epoch(train) [8][1800/3757] lr: 1.000e-02 eta: 1 day, 1:36:51 time: 0.240 data_time: 0.007 memory: 6238 grad_norm: 6.3507 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.5305 loss: 2.5305 2022/06/27 19:38:03 - mmengine - INFO - Epoch(train) [8][1820/3757] lr: 1.000e-02 eta: 1 day, 1:36:41 time: 0.231 data_time: 0.010 memory: 6238 grad_norm: 5.6785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2105 loss: 2.2105 2022/06/27 19:38:09 - mmengine - INFO - Epoch(train) [8][1840/3757] lr: 1.000e-02 eta: 1 day, 1:36:41 time: 0.233 data_time: 0.010 memory: 6238 grad_norm: 6.1848 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5418 loss: 2.5418 2022/06/27 19:38:14 - mmengine - INFO - Epoch(train) [8][1860/3757] lr: 1.000e-02 eta: 1 day, 1:36:29 time: 0.236 data_time: 0.009 memory: 6238 grad_norm: 5.7267 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2931 loss: 2.2931 2022/06/27 19:38:19 - mmengine - INFO - Epoch(train) [8][1880/3757] lr: 1.000e-02 eta: 1 day, 1:36:20 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.1733 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0312 loss: 2.0312 2022/06/27 19:38:24 - mmengine - INFO - Epoch(train) [8][1900/3757] lr: 1.000e-02 eta: 1 day, 1:36:13 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.9499 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7006 loss: 2.7006 2022/06/27 19:38:29 - mmengine - INFO - Epoch(train) [8][1920/3757] lr: 1.000e-02 eta: 1 day, 1:36:05 time: 0.231 data_time: 0.006 memory: 6238 grad_norm: 6.3717 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5766 loss: 2.5766 2022/06/27 19:38:34 - mmengine - INFO - Epoch(train) [8][1940/3757] lr: 1.000e-02 eta: 1 day, 1:36:00 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.0644 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5503 loss: 2.5503 2022/06/27 19:38:40 - mmengine - INFO - Epoch(train) [8][1960/3757] lr: 1.000e-02 eta: 1 day, 1:35:59 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.4816 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1839 loss: 2.1839 2022/06/27 19:38:45 - mmengine - INFO - Epoch(train) [8][1980/3757] lr: 1.000e-02 eta: 1 day, 1:35:51 time: 0.463 data_time: 0.006 memory: 6238 grad_norm: 6.3732 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0281 loss: 2.0281 2022/06/27 19:38:50 - mmengine - INFO - Epoch(train) [8][2000/3757] lr: 1.000e-02 eta: 1 day, 1:35:46 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.6165 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6667 loss: 2.6667 2022/06/27 19:38:56 - mmengine - INFO - Epoch(train) [8][2020/3757] lr: 1.000e-02 eta: 1 day, 1:35:39 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.3626 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3517 loss: 2.3517 2022/06/27 19:39:01 - mmengine - INFO - Epoch(train) [8][2040/3757] lr: 1.000e-02 eta: 1 day, 1:35:40 time: 0.244 data_time: 0.006 memory: 6238 grad_norm: 5.2826 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0130 loss: 2.0130 2022/06/27 19:39:06 - mmengine - INFO - Epoch(train) [8][2060/3757] lr: 1.000e-02 eta: 1 day, 1:35:32 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.8060 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4673 loss: 2.4673 2022/06/27 19:39:12 - mmengine - INFO - Epoch(train) [8][2080/3757] lr: 1.000e-02 eta: 1 day, 1:35:25 time: 0.233 data_time: 0.007 memory: 6238 grad_norm: 5.2566 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4037 loss: 2.4037 2022/06/27 19:39:17 - mmengine - INFO - Epoch(train) [8][2100/3757] lr: 1.000e-02 eta: 1 day, 1:35:20 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.4741 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4026 loss: 2.4026 2022/06/27 19:39:22 - mmengine - INFO - Epoch(train) [8][2120/3757] lr: 1.000e-02 eta: 1 day, 1:35:07 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.9330 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1588 loss: 2.1588 2022/06/27 19:39:27 - mmengine - INFO - Epoch(train) [8][2140/3757] lr: 1.000e-02 eta: 1 day, 1:35:05 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.2026 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3195 loss: 2.3195 2022/06/27 19:39:33 - mmengine - INFO - Epoch(train) [8][2160/3757] lr: 1.000e-02 eta: 1 day, 1:35:01 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.7719 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2435 loss: 2.2435 2022/06/27 19:39:38 - mmengine - INFO - Epoch(train) [8][2180/3757] lr: 1.000e-02 eta: 1 day, 1:34:52 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 5.7383 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4336 loss: 2.4336 2022/06/27 19:39:44 - mmengine - INFO - Epoch(train) [8][2200/3757] lr: 1.000e-02 eta: 1 day, 1:34:53 time: 0.243 data_time: 0.006 memory: 6238 grad_norm: 5.9577 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7969 loss: 2.7969 2022/06/27 19:39:48 - mmengine - INFO - Epoch(train) [8][2220/3757] lr: 1.000e-02 eta: 1 day, 1:34:39 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.3814 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4924 loss: 2.4924 2022/06/27 19:39:53 - mmengine - INFO - Epoch(train) [8][2240/3757] lr: 1.000e-02 eta: 1 day, 1:34:33 time: 0.213 data_time: 0.009 memory: 6238 grad_norm: 5.7156 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7904 loss: 2.7904 2022/06/27 19:39:58 - mmengine - INFO - Epoch(train) [8][2260/3757] lr: 1.000e-02 eta: 1 day, 1:34:23 time: 0.219 data_time: 0.013 memory: 6238 grad_norm: 5.4495 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8368 loss: 2.8368 2022/06/27 19:40:04 - mmengine - INFO - Epoch(train) [8][2280/3757] lr: 1.000e-02 eta: 1 day, 1:34:21 time: 0.233 data_time: 0.010 memory: 6238 grad_norm: 5.6538 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5324 loss: 2.5324 2022/06/27 19:40:09 - mmengine - INFO - Epoch(train) [8][2300/3757] lr: 1.000e-02 eta: 1 day, 1:34:12 time: 0.225 data_time: 0.008 memory: 6238 grad_norm: 4.9902 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4603 loss: 2.4603 2022/06/27 19:40:15 - mmengine - INFO - Epoch(train) [8][2320/3757] lr: 1.000e-02 eta: 1 day, 1:34:12 time: 0.227 data_time: 0.019 memory: 6238 grad_norm: 6.3278 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5199 loss: 2.5199 2022/06/27 19:40:21 - mmengine - INFO - Epoch(train) [8][2340/3757] lr: 1.000e-02 eta: 1 day, 1:34:17 time: 0.241 data_time: 0.009 memory: 6238 grad_norm: 5.5104 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8417 loss: 2.8417 2022/06/27 19:40:26 - mmengine - INFO - Epoch(train) [8][2360/3757] lr: 1.000e-02 eta: 1 day, 1:34:05 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 5.8968 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3393 loss: 2.3393 2022/06/27 19:40:30 - mmengine - INFO - Epoch(train) [8][2380/3757] lr: 1.000e-02 eta: 1 day, 1:33:51 time: 0.216 data_time: 0.011 memory: 6238 grad_norm: 5.0094 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0814 loss: 2.0814 2022/06/27 19:40:35 - mmengine - INFO - Epoch(train) [8][2400/3757] lr: 1.000e-02 eta: 1 day, 1:33:47 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.5269 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9037 loss: 2.9037 2022/06/27 19:40:40 - mmengine - INFO - Epoch(train) [8][2420/3757] lr: 1.000e-02 eta: 1 day, 1:33:38 time: 0.227 data_time: 0.017 memory: 6238 grad_norm: 6.5942 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4276 loss: 2.4276 2022/06/27 19:40:46 - mmengine - INFO - Epoch(train) [8][2440/3757] lr: 1.000e-02 eta: 1 day, 1:33:31 time: 0.243 data_time: 0.012 memory: 6238 grad_norm: 5.6176 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6851 loss: 2.6851 2022/06/27 19:40:51 - mmengine - INFO - Epoch(train) [8][2460/3757] lr: 1.000e-02 eta: 1 day, 1:33:28 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.0373 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1101 loss: 2.1101 2022/06/27 19:40:56 - mmengine - INFO - Epoch(train) [8][2480/3757] lr: 1.000e-02 eta: 1 day, 1:33:19 time: 0.218 data_time: 0.015 memory: 6238 grad_norm: 5.8349 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1385 loss: 2.1385 2022/06/27 19:41:02 - mmengine - INFO - Epoch(train) [8][2500/3757] lr: 1.000e-02 eta: 1 day, 1:33:17 time: 0.227 data_time: 0.022 memory: 6238 grad_norm: 4.7029 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4413 loss: 2.4413 2022/06/27 19:41:07 - mmengine - INFO - Epoch(train) [8][2520/3757] lr: 1.000e-02 eta: 1 day, 1:33:10 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 4.8782 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7546 loss: 2.7546 2022/06/27 19:41:12 - mmengine - INFO - Epoch(train) [8][2540/3757] lr: 1.000e-02 eta: 1 day, 1:33:03 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.7538 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6230 loss: 2.6230 2022/06/27 19:41:17 - mmengine - INFO - Epoch(train) [8][2560/3757] lr: 1.000e-02 eta: 1 day, 1:32:58 time: 0.220 data_time: 0.017 memory: 6238 grad_norm: 5.4995 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3093 loss: 2.3093 2022/06/27 19:41:23 - mmengine - INFO - Epoch(train) [8][2580/3757] lr: 1.000e-02 eta: 1 day, 1:32:55 time: 0.232 data_time: 0.009 memory: 6238 grad_norm: 5.9072 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1845 loss: 2.1845 2022/06/27 19:41:28 - mmengine - INFO - Epoch(train) [8][2600/3757] lr: 1.000e-02 eta: 1 day, 1:32:46 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.7954 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6308 loss: 2.6308 2022/06/27 19:41:34 - mmengine - INFO - Epoch(train) [8][2620/3757] lr: 1.000e-02 eta: 1 day, 1:32:45 time: 0.224 data_time: 0.026 memory: 6238 grad_norm: 5.4619 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3688 loss: 2.3688 2022/06/27 19:41:39 - mmengine - INFO - Epoch(train) [8][2640/3757] lr: 1.000e-02 eta: 1 day, 1:32:41 time: 0.323 data_time: 0.006 memory: 6238 grad_norm: 5.4231 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5746 loss: 2.5746 2022/06/27 19:41:44 - mmengine - INFO - Epoch(train) [8][2660/3757] lr: 1.000e-02 eta: 1 day, 1:32:32 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.4482 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3179 loss: 2.3179 2022/06/27 19:41:49 - mmengine - INFO - Epoch(train) [8][2680/3757] lr: 1.000e-02 eta: 1 day, 1:32:24 time: 0.224 data_time: 0.027 memory: 6238 grad_norm: 4.9800 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3345 loss: 2.3345 2022/06/27 19:41:55 - mmengine - INFO - Epoch(train) [8][2700/3757] lr: 1.000e-02 eta: 1 day, 1:32:21 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.7217 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2737 loss: 2.2737 2022/06/27 19:41:55 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:42:00 - mmengine - INFO - Epoch(train) [8][2720/3757] lr: 1.000e-02 eta: 1 day, 1:32:13 time: 0.351 data_time: 0.007 memory: 6238 grad_norm: 5.7816 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4371 loss: 2.4371 2022/06/27 19:42:05 - mmengine - INFO - Epoch(train) [8][2740/3757] lr: 1.000e-02 eta: 1 day, 1:32:08 time: 0.225 data_time: 0.024 memory: 6238 grad_norm: 5.3271 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4097 loss: 2.4097 2022/06/27 19:42:11 - mmengine - INFO - Epoch(train) [8][2760/3757] lr: 1.000e-02 eta: 1 day, 1:32:07 time: 0.251 data_time: 0.019 memory: 6238 grad_norm: 4.9178 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3466 loss: 2.3466 2022/06/27 19:42:15 - mmengine - INFO - Epoch(train) [8][2780/3757] lr: 1.000e-02 eta: 1 day, 1:31:56 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.5646 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8629 loss: 2.8629 2022/06/27 19:42:22 - mmengine - INFO - Epoch(train) [8][2800/3757] lr: 1.000e-02 eta: 1 day, 1:32:02 time: 0.216 data_time: 0.012 memory: 6238 grad_norm: 5.7164 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5361 loss: 2.5361 2022/06/27 19:42:26 - mmengine - INFO - Epoch(train) [8][2820/3757] lr: 1.000e-02 eta: 1 day, 1:31:49 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.5154 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2462 loss: 2.2462 2022/06/27 19:42:31 - mmengine - INFO - Epoch(train) [8][2840/3757] lr: 1.000e-02 eta: 1 day, 1:31:39 time: 0.221 data_time: 0.014 memory: 6238 grad_norm: 5.4978 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4383 loss: 2.4383 2022/06/27 19:42:37 - mmengine - INFO - Epoch(train) [8][2860/3757] lr: 1.000e-02 eta: 1 day, 1:31:35 time: 0.220 data_time: 0.012 memory: 6238 grad_norm: 5.6516 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3226 loss: 2.3226 2022/06/27 19:42:42 - mmengine - INFO - Epoch(train) [8][2880/3757] lr: 1.000e-02 eta: 1 day, 1:31:30 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 5.9912 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6678 loss: 2.6678 2022/06/27 19:42:47 - mmengine - INFO - Epoch(train) [8][2900/3757] lr: 1.000e-02 eta: 1 day, 1:31:19 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.4488 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5139 loss: 2.5139 2022/06/27 19:42:53 - mmengine - INFO - Epoch(train) [8][2920/3757] lr: 1.000e-02 eta: 1 day, 1:31:19 time: 0.224 data_time: 0.014 memory: 6238 grad_norm: 5.5677 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9950 loss: 1.9950 2022/06/27 19:42:58 - mmengine - INFO - Epoch(train) [8][2940/3757] lr: 1.000e-02 eta: 1 day, 1:31:18 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.9907 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4024 loss: 2.4024 2022/06/27 19:43:04 - mmengine - INFO - Epoch(train) [8][2960/3757] lr: 1.000e-02 eta: 1 day, 1:31:15 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.3527 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8190 loss: 2.8190 2022/06/27 19:43:09 - mmengine - INFO - Epoch(train) [8][2980/3757] lr: 1.000e-02 eta: 1 day, 1:31:06 time: 0.231 data_time: 0.021 memory: 6238 grad_norm: 5.1538 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2792 loss: 2.2792 2022/06/27 19:43:14 - mmengine - INFO - Epoch(train) [8][3000/3757] lr: 1.000e-02 eta: 1 day, 1:31:01 time: 0.228 data_time: 0.016 memory: 6238 grad_norm: 5.6235 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4554 loss: 2.4554 2022/06/27 19:43:20 - mmengine - INFO - Epoch(train) [8][3020/3757] lr: 1.000e-02 eta: 1 day, 1:31:00 time: 0.349 data_time: 0.007 memory: 6238 grad_norm: 5.4392 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2609 loss: 2.2609 2022/06/27 19:43:24 - mmengine - INFO - Epoch(train) [8][3040/3757] lr: 1.000e-02 eta: 1 day, 1:30:46 time: 0.227 data_time: 0.015 memory: 6238 grad_norm: 5.7993 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2058 loss: 2.2058 2022/06/27 19:43:30 - mmengine - INFO - Epoch(train) [8][3060/3757] lr: 1.000e-02 eta: 1 day, 1:30:41 time: 0.216 data_time: 0.011 memory: 6238 grad_norm: 5.7485 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6850 loss: 2.6850 2022/06/27 19:43:35 - mmengine - INFO - Epoch(train) [8][3080/3757] lr: 1.000e-02 eta: 1 day, 1:30:35 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 4.7064 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3578 loss: 2.3578 2022/06/27 19:43:40 - mmengine - INFO - Epoch(train) [8][3100/3757] lr: 1.000e-02 eta: 1 day, 1:30:32 time: 0.642 data_time: 0.006 memory: 6238 grad_norm: 6.2804 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6973 loss: 2.6973 2022/06/27 19:43:45 - mmengine - INFO - Epoch(train) [8][3120/3757] lr: 1.000e-02 eta: 1 day, 1:30:22 time: 0.227 data_time: 0.021 memory: 6238 grad_norm: 5.7029 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4708 loss: 2.4708 2022/06/27 19:43:50 - mmengine - INFO - Epoch(train) [8][3140/3757] lr: 1.000e-02 eta: 1 day, 1:30:11 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.8116 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3526 loss: 2.3526 2022/06/27 19:43:56 - mmengine - INFO - Epoch(train) [8][3160/3757] lr: 1.000e-02 eta: 1 day, 1:30:07 time: 0.230 data_time: 0.010 memory: 6238 grad_norm: 5.9681 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.2263 loss: 2.2263 2022/06/27 19:44:01 - mmengine - INFO - Epoch(train) [8][3180/3757] lr: 1.000e-02 eta: 1 day, 1:30:04 time: 0.232 data_time: 0.031 memory: 6238 grad_norm: 6.1141 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6255 loss: 2.6255 2022/06/27 19:44:06 - mmengine - INFO - Epoch(train) [8][3200/3757] lr: 1.000e-02 eta: 1 day, 1:29:59 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 5.2747 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2027 loss: 2.2027 2022/06/27 19:44:12 - mmengine - INFO - Epoch(train) [8][3220/3757] lr: 1.000e-02 eta: 1 day, 1:29:55 time: 0.219 data_time: 0.009 memory: 6238 grad_norm: 6.2545 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1795 loss: 2.1795 2022/06/27 19:44:17 - mmengine - INFO - Epoch(train) [8][3240/3757] lr: 1.000e-02 eta: 1 day, 1:29:50 time: 0.226 data_time: 0.025 memory: 6238 grad_norm: 5.2601 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4767 loss: 2.4767 2022/06/27 19:44:22 - mmengine - INFO - Epoch(train) [8][3260/3757] lr: 1.000e-02 eta: 1 day, 1:29:44 time: 0.226 data_time: 0.014 memory: 6238 grad_norm: 6.2360 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4509 loss: 2.4509 2022/06/27 19:44:28 - mmengine - INFO - Epoch(train) [8][3280/3757] lr: 1.000e-02 eta: 1 day, 1:29:44 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.9881 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8807 loss: 2.8807 2022/06/27 19:44:34 - mmengine - INFO - Epoch(train) [8][3300/3757] lr: 1.000e-02 eta: 1 day, 1:29:40 time: 0.218 data_time: 0.012 memory: 6238 grad_norm: 5.5903 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0036 loss: 2.0036 2022/06/27 19:44:39 - mmengine - INFO - Epoch(train) [8][3320/3757] lr: 1.000e-02 eta: 1 day, 1:29:31 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 5.6417 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4574 loss: 2.4574 2022/06/27 19:44:44 - mmengine - INFO - Epoch(train) [8][3340/3757] lr: 1.000e-02 eta: 1 day, 1:29:28 time: 0.231 data_time: 0.010 memory: 6238 grad_norm: 6.1514 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3114 loss: 2.3114 2022/06/27 19:44:50 - mmengine - INFO - Epoch(train) [8][3360/3757] lr: 1.000e-02 eta: 1 day, 1:29:27 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.1080 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6938 loss: 2.6938 2022/06/27 19:44:55 - mmengine - INFO - Epoch(train) [8][3380/3757] lr: 1.000e-02 eta: 1 day, 1:29:17 time: 0.228 data_time: 0.013 memory: 6238 grad_norm: 5.7304 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6101 loss: 2.6101 2022/06/27 19:45:00 - mmengine - INFO - Epoch(train) [8][3400/3757] lr: 1.000e-02 eta: 1 day, 1:29:10 time: 0.236 data_time: 0.017 memory: 6238 grad_norm: 5.5139 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4511 loss: 2.4511 2022/06/27 19:45:05 - mmengine - INFO - Epoch(train) [8][3420/3757] lr: 1.000e-02 eta: 1 day, 1:29:08 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.0301 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4775 loss: 2.4775 2022/06/27 19:45:10 - mmengine - INFO - Epoch(train) [8][3440/3757] lr: 1.000e-02 eta: 1 day, 1:28:59 time: 0.243 data_time: 0.008 memory: 6238 grad_norm: 4.9241 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.4094 loss: 2.4094 2022/06/27 19:45:15 - mmengine - INFO - Epoch(train) [8][3460/3757] lr: 1.000e-02 eta: 1 day, 1:28:48 time: 0.238 data_time: 0.010 memory: 6238 grad_norm: 6.6582 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8221 loss: 2.8221 2022/06/27 19:45:21 - mmengine - INFO - Epoch(train) [8][3480/3757] lr: 1.000e-02 eta: 1 day, 1:28:49 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.5209 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4809 loss: 2.4809 2022/06/27 19:45:26 - mmengine - INFO - Epoch(train) [8][3500/3757] lr: 1.000e-02 eta: 1 day, 1:28:40 time: 0.268 data_time: 0.006 memory: 6238 grad_norm: 5.2933 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4423 loss: 2.4423 2022/06/27 19:45:32 - mmengine - INFO - Epoch(train) [8][3520/3757] lr: 1.000e-02 eta: 1 day, 1:28:38 time: 0.432 data_time: 0.010 memory: 6238 grad_norm: 5.1183 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5676 loss: 2.5676 2022/06/27 19:45:37 - mmengine - INFO - Epoch(train) [8][3540/3757] lr: 1.000e-02 eta: 1 day, 1:28:33 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.1141 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1942 loss: 2.1942 2022/06/27 19:45:42 - mmengine - INFO - Epoch(train) [8][3560/3757] lr: 1.000e-02 eta: 1 day, 1:28:27 time: 0.261 data_time: 0.006 memory: 6238 grad_norm: 5.3720 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1695 loss: 2.1695 2022/06/27 19:45:48 - mmengine - INFO - Epoch(train) [8][3580/3757] lr: 1.000e-02 eta: 1 day, 1:28:23 time: 0.321 data_time: 0.016 memory: 6238 grad_norm: 5.6145 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4260 loss: 2.4260 2022/06/27 19:45:53 - mmengine - INFO - Epoch(train) [8][3600/3757] lr: 1.000e-02 eta: 1 day, 1:28:17 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.6949 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2330 loss: 2.2330 2022/06/27 19:45:59 - mmengine - INFO - Epoch(train) [8][3620/3757] lr: 1.000e-02 eta: 1 day, 1:28:17 time: 0.238 data_time: 0.009 memory: 6238 grad_norm: 6.7323 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7855 loss: 2.7855 2022/06/27 19:46:04 - mmengine - INFO - Epoch(train) [8][3640/3757] lr: 1.000e-02 eta: 1 day, 1:28:11 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.9798 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2891 loss: 2.2891 2022/06/27 19:46:09 - mmengine - INFO - Epoch(train) [8][3660/3757] lr: 1.000e-02 eta: 1 day, 1:28:03 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.8864 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5692 loss: 2.5692 2022/06/27 19:46:14 - mmengine - INFO - Epoch(train) [8][3680/3757] lr: 1.000e-02 eta: 1 day, 1:28:00 time: 0.525 data_time: 0.007 memory: 6238 grad_norm: 5.1607 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4474 loss: 2.4474 2022/06/27 19:46:20 - mmengine - INFO - Epoch(train) [8][3700/3757] lr: 1.000e-02 eta: 1 day, 1:27:56 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 6.3491 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4993 loss: 2.4993 2022/06/27 19:46:20 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:46:26 - mmengine - INFO - Epoch(train) [8][3720/3757] lr: 1.000e-02 eta: 1 day, 1:28:00 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.8236 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0958 loss: 2.0958 2022/06/27 19:46:31 - mmengine - INFO - Epoch(train) [8][3740/3757] lr: 1.000e-02 eta: 1 day, 1:27:48 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.7649 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3978 loss: 2.3978 2022/06/27 19:46:34 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:46:41 - mmengine - INFO - Epoch(val) [8][20/310] eta: 0:01:30 time: 0.095 data_time: 0.006 memory: 6238 2022/06/27 19:46:47 - mmengine - INFO - Epoch(val) [8][40/310] eta: 0:01:19 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 19:46:51 - mmengine - INFO - Epoch(val) [8][60/310] eta: 0:00:22 time: 0.091 data_time: 0.009 memory: 1479 2022/06/27 19:46:57 - mmengine - INFO - Epoch(val) [8][80/310] eta: 0:01:14 time: 0.095 data_time: 0.005 memory: 1479 2022/06/27 19:47:03 - mmengine - INFO - Epoch(val) [8][100/310] eta: 0:01:01 time: 0.533 data_time: 0.441 memory: 1479 2022/06/27 19:47:07 - mmengine - INFO - Epoch(val) [8][120/310] eta: 0:00:24 time: 0.097 data_time: 0.009 memory: 1479 2022/06/27 19:47:14 - mmengine - INFO - Epoch(val) [8][140/310] eta: 0:00:53 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 19:47:20 - mmengine - INFO - Epoch(val) [8][160/310] eta: 0:00:50 time: 1.820 data_time: 1.716 memory: 1479 2022/06/27 19:47:24 - mmengine - INFO - Epoch(val) [8][180/310] eta: 0:00:31 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 19:47:30 - mmengine - INFO - Epoch(val) [8][200/310] eta: 0:00:33 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 19:47:35 - mmengine - INFO - Epoch(val) [8][220/310] eta: 0:00:24 time: 0.125 data_time: 0.027 memory: 1479 2022/06/27 19:47:39 - mmengine - INFO - Epoch(val) [8][240/310] eta: 0:00:16 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 19:47:45 - mmengine - INFO - Epoch(val) [8][260/310] eta: 0:00:15 time: 0.093 data_time: 0.006 memory: 1479 2022/06/27 19:47:51 - mmengine - INFO - Epoch(val) [8][280/310] eta: 0:00:08 time: 0.287 data_time: 0.193 memory: 1479 2022/06/27 19:47:55 - mmengine - INFO - Epoch(val) [8][300/310] eta: 0:00:02 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 19:47:58 - mmengine - INFO - Epoch(val) [8][310/310] acc/top1: 0.4923 acc/top5: 0.7603 acc/mean1: 0.4921 2022/06/27 19:48:06 - mmengine - INFO - Epoch(train) [9][20/3757] lr: 1.000e-02 eta: 1 day, 1:27:45 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.4490 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.2648 loss: 2.2648 2022/06/27 19:48:12 - mmengine - INFO - Epoch(train) [9][40/3757] lr: 1.000e-02 eta: 1 day, 1:27:46 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 5.5693 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2778 loss: 2.2778 2022/06/27 19:48:17 - mmengine - INFO - Epoch(train) [9][60/3757] lr: 1.000e-02 eta: 1 day, 1:27:39 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.9318 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6684 loss: 2.6684 2022/06/27 19:48:23 - mmengine - INFO - Epoch(train) [9][80/3757] lr: 1.000e-02 eta: 1 day, 1:27:39 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.4397 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0173 loss: 2.0173 2022/06/27 19:48:29 - mmengine - INFO - Epoch(train) [9][100/3757] lr: 1.000e-02 eta: 1 day, 1:27:37 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.9101 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0313 loss: 2.0313 2022/06/27 19:48:33 - mmengine - INFO - Epoch(train) [9][120/3757] lr: 1.000e-02 eta: 1 day, 1:27:26 time: 0.212 data_time: 0.006 memory: 6238 grad_norm: 5.7185 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3775 loss: 2.3775 2022/06/27 19:48:39 - mmengine - INFO - Epoch(train) [9][140/3757] lr: 1.000e-02 eta: 1 day, 1:27:22 time: 0.219 data_time: 0.013 memory: 6238 grad_norm: 5.3529 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4795 loss: 2.4795 2022/06/27 19:48:44 - mmengine - INFO - Epoch(train) [9][160/3757] lr: 1.000e-02 eta: 1 day, 1:27:18 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.7966 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2061 loss: 2.2061 2022/06/27 19:48:49 - mmengine - INFO - Epoch(train) [9][180/3757] lr: 1.000e-02 eta: 1 day, 1:27:09 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.2922 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1844 loss: 2.1844 2022/06/27 19:48:55 - mmengine - INFO - Epoch(train) [9][200/3757] lr: 1.000e-02 eta: 1 day, 1:27:05 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.7829 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9765 loss: 1.9765 2022/06/27 19:49:00 - mmengine - INFO - Epoch(train) [9][220/3757] lr: 1.000e-02 eta: 1 day, 1:27:02 time: 0.219 data_time: 0.019 memory: 6238 grad_norm: 5.1740 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9154 loss: 1.9154 2022/06/27 19:49:05 - mmengine - INFO - Epoch(train) [9][240/3757] lr: 1.000e-02 eta: 1 day, 1:26:53 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.0453 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2608 loss: 2.2608 2022/06/27 19:49:10 - mmengine - INFO - Epoch(train) [9][260/3757] lr: 1.000e-02 eta: 1 day, 1:26:48 time: 0.281 data_time: 0.045 memory: 6238 grad_norm: 5.5570 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1632 loss: 2.1632 2022/06/27 19:49:16 - mmengine - INFO - Epoch(train) [9][280/3757] lr: 1.000e-02 eta: 1 day, 1:26:40 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.2984 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3236 loss: 2.3236 2022/06/27 19:49:20 - mmengine - INFO - Epoch(train) [9][300/3757] lr: 1.000e-02 eta: 1 day, 1:26:31 time: 0.244 data_time: 0.016 memory: 6238 grad_norm: 6.0407 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7888 loss: 2.7888 2022/06/27 19:49:26 - mmengine - INFO - Epoch(train) [9][320/3757] lr: 1.000e-02 eta: 1 day, 1:26:26 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.1747 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3988 loss: 2.3988 2022/06/27 19:49:32 - mmengine - INFO - Epoch(train) [9][340/3757] lr: 1.000e-02 eta: 1 day, 1:26:27 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.5575 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1821 loss: 2.1821 2022/06/27 19:49:37 - mmengine - INFO - Epoch(train) [9][360/3757] lr: 1.000e-02 eta: 1 day, 1:26:19 time: 0.215 data_time: 0.008 memory: 6238 grad_norm: 6.1389 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.3430 loss: 2.3430 2022/06/27 19:49:42 - mmengine - INFO - Epoch(train) [9][380/3757] lr: 1.000e-02 eta: 1 day, 1:26:13 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.2197 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1533 loss: 2.1533 2022/06/27 19:49:47 - mmengine - INFO - Epoch(train) [9][400/3757] lr: 1.000e-02 eta: 1 day, 1:26:07 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 5.7608 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2400 loss: 2.2400 2022/06/27 19:49:52 - mmengine - INFO - Epoch(train) [9][420/3757] lr: 1.000e-02 eta: 1 day, 1:25:58 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.4439 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2617 loss: 2.2617 2022/06/27 19:49:58 - mmengine - INFO - Epoch(train) [9][440/3757] lr: 1.000e-02 eta: 1 day, 1:25:56 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.6082 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1108 loss: 2.1108 2022/06/27 19:50:04 - mmengine - INFO - Epoch(train) [9][460/3757] lr: 1.000e-02 eta: 1 day, 1:25:55 time: 0.212 data_time: 0.009 memory: 6238 grad_norm: 5.0959 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2353 loss: 2.2353 2022/06/27 19:50:08 - mmengine - INFO - Epoch(train) [9][480/3757] lr: 1.000e-02 eta: 1 day, 1:25:45 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.8078 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6984 loss: 2.6984 2022/06/27 19:50:14 - mmengine - INFO - Epoch(train) [9][500/3757] lr: 1.000e-02 eta: 1 day, 1:25:44 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.8985 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5966 loss: 2.5966 2022/06/27 19:50:19 - mmengine - INFO - Epoch(train) [9][520/3757] lr: 1.000e-02 eta: 1 day, 1:25:38 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.1431 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7076 loss: 2.7076 2022/06/27 19:50:24 - mmengine - INFO - Epoch(train) [9][540/3757] lr: 1.000e-02 eta: 1 day, 1:25:25 time: 0.236 data_time: 0.010 memory: 6238 grad_norm: 5.9760 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3400 loss: 2.3400 2022/06/27 19:50:29 - mmengine - INFO - Epoch(train) [9][560/3757] lr: 1.000e-02 eta: 1 day, 1:25:21 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.4474 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4054 loss: 2.4054 2022/06/27 19:50:35 - mmengine - INFO - Epoch(train) [9][580/3757] lr: 1.000e-02 eta: 1 day, 1:25:19 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.1151 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4042 loss: 2.4042 2022/06/27 19:50:40 - mmengine - INFO - Epoch(train) [9][600/3757] lr: 1.000e-02 eta: 1 day, 1:25:09 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.7217 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3105 loss: 2.3105 2022/06/27 19:50:46 - mmengine - INFO - Epoch(train) [9][620/3757] lr: 1.000e-02 eta: 1 day, 1:25:09 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 6.1362 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1674 loss: 2.1674 2022/06/27 19:50:51 - mmengine - INFO - Epoch(train) [9][640/3757] lr: 1.000e-02 eta: 1 day, 1:25:09 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6542 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4713 loss: 2.4713 2022/06/27 19:50:56 - mmengine - INFO - Epoch(train) [9][660/3757] lr: 1.000e-02 eta: 1 day, 1:24:57 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.1564 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5511 loss: 2.5511 2022/06/27 19:51:02 - mmengine - INFO - Epoch(train) [9][680/3757] lr: 1.000e-02 eta: 1 day, 1:24:55 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.8470 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4906 loss: 2.4906 2022/06/27 19:51:07 - mmengine - INFO - Epoch(train) [9][700/3757] lr: 1.000e-02 eta: 1 day, 1:24:49 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.1671 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2050 loss: 2.2050 2022/06/27 19:51:12 - mmengine - INFO - Epoch(train) [9][720/3757] lr: 1.000e-02 eta: 1 day, 1:24:39 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 6.4448 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4315 loss: 2.4315 2022/06/27 19:51:17 - mmengine - INFO - Epoch(train) [9][740/3757] lr: 1.000e-02 eta: 1 day, 1:24:34 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.6352 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3481 loss: 2.3481 2022/06/27 19:51:23 - mmengine - INFO - Epoch(train) [9][760/3757] lr: 1.000e-02 eta: 1 day, 1:24:32 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.4134 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7617 loss: 2.7617 2022/06/27 19:51:28 - mmengine - INFO - Epoch(train) [9][780/3757] lr: 1.000e-02 eta: 1 day, 1:24:22 time: 0.225 data_time: 0.008 memory: 6238 grad_norm: 5.1664 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5678 loss: 2.5678 2022/06/27 19:51:33 - mmengine - INFO - Epoch(train) [9][800/3757] lr: 1.000e-02 eta: 1 day, 1:24:20 time: 0.233 data_time: 0.017 memory: 6238 grad_norm: 4.6979 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5811 loss: 2.5811 2022/06/27 19:51:39 - mmengine - INFO - Epoch(train) [9][820/3757] lr: 1.000e-02 eta: 1 day, 1:24:15 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.6782 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4584 loss: 2.4584 2022/06/27 19:51:44 - mmengine - INFO - Epoch(train) [9][840/3757] lr: 1.000e-02 eta: 1 day, 1:24:05 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.6348 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2796 loss: 2.2796 2022/06/27 19:51:49 - mmengine - INFO - Epoch(train) [9][860/3757] lr: 1.000e-02 eta: 1 day, 1:24:01 time: 0.222 data_time: 0.012 memory: 6238 grad_norm: 5.3474 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4125 loss: 2.4125 2022/06/27 19:51:54 - mmengine - INFO - Epoch(train) [9][880/3757] lr: 1.000e-02 eta: 1 day, 1:23:54 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.2062 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5765 loss: 2.5765 2022/06/27 19:51:59 - mmengine - INFO - Epoch(train) [9][900/3757] lr: 1.000e-02 eta: 1 day, 1:23:44 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.4408 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8203 loss: 1.8203 2022/06/27 19:52:05 - mmengine - INFO - Epoch(train) [9][920/3757] lr: 1.000e-02 eta: 1 day, 1:23:41 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 4.6506 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6189 loss: 2.6189 2022/06/27 19:52:10 - mmengine - INFO - Epoch(train) [9][940/3757] lr: 1.000e-02 eta: 1 day, 1:23:37 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.1038 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5682 loss: 2.5682 2022/06/27 19:52:11 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:52:15 - mmengine - INFO - Epoch(train) [9][960/3757] lr: 1.000e-02 eta: 1 day, 1:23:29 time: 0.338 data_time: 0.006 memory: 6238 grad_norm: 5.6341 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7049 loss: 2.7049 2022/06/27 19:52:20 - mmengine - INFO - Epoch(train) [9][980/3757] lr: 1.000e-02 eta: 1 day, 1:23:26 time: 0.248 data_time: 0.007 memory: 6238 grad_norm: 5.5762 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4478 loss: 2.4478 2022/06/27 19:52:26 - mmengine - INFO - Epoch(train) [9][1000/3757] lr: 1.000e-02 eta: 1 day, 1:23:25 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.9001 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2531 loss: 2.2531 2022/06/27 19:52:31 - mmengine - INFO - Epoch(train) [9][1020/3757] lr: 1.000e-02 eta: 1 day, 1:23:16 time: 0.252 data_time: 0.007 memory: 6238 grad_norm: 4.6739 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4934 loss: 2.4934 2022/06/27 19:52:37 - mmengine - INFO - Epoch(train) [9][1040/3757] lr: 1.000e-02 eta: 1 day, 1:23:12 time: 0.237 data_time: 0.035 memory: 6238 grad_norm: 5.5215 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0531 loss: 2.0531 2022/06/27 19:52:42 - mmengine - INFO - Epoch(train) [9][1060/3757] lr: 1.000e-02 eta: 1 day, 1:23:02 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.8749 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9087 loss: 1.9087 2022/06/27 19:52:47 - mmengine - INFO - Epoch(train) [9][1080/3757] lr: 1.000e-02 eta: 1 day, 1:22:54 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.3367 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5178 loss: 2.5178 2022/06/27 19:52:52 - mmengine - INFO - Epoch(train) [9][1100/3757] lr: 1.000e-02 eta: 1 day, 1:22:53 time: 0.238 data_time: 0.028 memory: 6238 grad_norm: 5.5754 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6288 loss: 2.6288 2022/06/27 19:52:58 - mmengine - INFO - Epoch(train) [9][1120/3757] lr: 1.000e-02 eta: 1 day, 1:22:49 time: 0.232 data_time: 0.018 memory: 6238 grad_norm: 5.1452 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4760 loss: 2.4760 2022/06/27 19:53:02 - mmengine - INFO - Epoch(train) [9][1140/3757] lr: 1.000e-02 eta: 1 day, 1:22:37 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.5515 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5386 loss: 2.5386 2022/06/27 19:53:08 - mmengine - INFO - Epoch(train) [9][1160/3757] lr: 1.000e-02 eta: 1 day, 1:22:32 time: 0.228 data_time: 0.014 memory: 6238 grad_norm: 5.5642 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9576 loss: 1.9576 2022/06/27 19:53:13 - mmengine - INFO - Epoch(train) [9][1180/3757] lr: 1.000e-02 eta: 1 day, 1:22:26 time: 0.220 data_time: 0.014 memory: 6238 grad_norm: 5.3372 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3593 loss: 2.3593 2022/06/27 19:53:18 - mmengine - INFO - Epoch(train) [9][1200/3757] lr: 1.000e-02 eta: 1 day, 1:22:15 time: 0.232 data_time: 0.009 memory: 6238 grad_norm: 5.5983 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0714 loss: 2.0714 2022/06/27 19:53:23 - mmengine - INFO - Epoch(train) [9][1220/3757] lr: 1.000e-02 eta: 1 day, 1:22:12 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 5.8087 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3787 loss: 2.3787 2022/06/27 19:53:28 - mmengine - INFO - Epoch(train) [9][1240/3757] lr: 1.000e-02 eta: 1 day, 1:22:06 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.4951 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9920 loss: 1.9920 2022/06/27 19:53:33 - mmengine - INFO - Epoch(train) [9][1260/3757] lr: 1.000e-02 eta: 1 day, 1:21:54 time: 0.231 data_time: 0.006 memory: 6238 grad_norm: 5.5362 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0572 loss: 2.0572 2022/06/27 19:53:38 - mmengine - INFO - Epoch(train) [9][1280/3757] lr: 1.000e-02 eta: 1 day, 1:21:47 time: 0.231 data_time: 0.009 memory: 6238 grad_norm: 5.1065 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1253 loss: 2.1253 2022/06/27 19:53:44 - mmengine - INFO - Epoch(train) [9][1300/3757] lr: 1.000e-02 eta: 1 day, 1:21:43 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 6.0435 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5563 loss: 2.5563 2022/06/27 19:53:49 - mmengine - INFO - Epoch(train) [9][1320/3757] lr: 1.000e-02 eta: 1 day, 1:21:35 time: 0.228 data_time: 0.009 memory: 6238 grad_norm: 5.5327 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6157 loss: 2.6157 2022/06/27 19:53:55 - mmengine - INFO - Epoch(train) [9][1340/3757] lr: 1.000e-02 eta: 1 day, 1:21:38 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 5.4896 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3267 loss: 2.3267 2022/06/27 19:53:59 - mmengine - INFO - Epoch(train) [9][1360/3757] lr: 1.000e-02 eta: 1 day, 1:21:23 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.7070 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6316 loss: 2.6316 2022/06/27 19:54:05 - mmengine - INFO - Epoch(train) [9][1380/3757] lr: 1.000e-02 eta: 1 day, 1:21:21 time: 0.941 data_time: 0.018 memory: 6238 grad_norm: 5.6669 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9314 loss: 1.9314 2022/06/27 19:54:10 - mmengine - INFO - Epoch(train) [9][1400/3757] lr: 1.000e-02 eta: 1 day, 1:21:14 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.7957 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2514 loss: 2.2514 2022/06/27 19:54:15 - mmengine - INFO - Epoch(train) [9][1420/3757] lr: 1.000e-02 eta: 1 day, 1:21:08 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.9602 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5529 loss: 2.5529 2022/06/27 19:54:21 - mmengine - INFO - Epoch(train) [9][1440/3757] lr: 1.000e-02 eta: 1 day, 1:21:02 time: 0.450 data_time: 0.007 memory: 6238 grad_norm: 5.0910 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2304 loss: 2.2304 2022/06/27 19:54:26 - mmengine - INFO - Epoch(train) [9][1460/3757] lr: 1.000e-02 eta: 1 day, 1:20:53 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.7771 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5250 loss: 2.5250 2022/06/27 19:54:32 - mmengine - INFO - Epoch(train) [9][1480/3757] lr: 1.000e-02 eta: 1 day, 1:20:57 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.7552 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3615 loss: 2.3615 2022/06/27 19:54:36 - mmengine - INFO - Epoch(train) [9][1500/3757] lr: 1.000e-02 eta: 1 day, 1:20:46 time: 0.395 data_time: 0.007 memory: 6238 grad_norm: 5.1418 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9701 loss: 1.9701 2022/06/27 19:54:42 - mmengine - INFO - Epoch(train) [9][1520/3757] lr: 1.000e-02 eta: 1 day, 1:20:41 time: 0.464 data_time: 0.007 memory: 6238 grad_norm: 6.0270 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5916 loss: 2.5916 2022/06/27 19:54:47 - mmengine - INFO - Epoch(train) [9][1540/3757] lr: 1.000e-02 eta: 1 day, 1:20:33 time: 0.227 data_time: 0.012 memory: 6238 grad_norm: 5.4393 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0394 loss: 2.0394 2022/06/27 19:54:53 - mmengine - INFO - Epoch(train) [9][1560/3757] lr: 1.000e-02 eta: 1 day, 1:20:33 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.2348 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2313 loss: 2.2313 2022/06/27 19:54:58 - mmengine - INFO - Epoch(train) [9][1580/3757] lr: 1.000e-02 eta: 1 day, 1:20:27 time: 0.710 data_time: 0.007 memory: 6238 grad_norm: 5.7523 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5498 loss: 2.5498 2022/06/27 19:55:03 - mmengine - INFO - Epoch(train) [9][1600/3757] lr: 1.000e-02 eta: 1 day, 1:20:21 time: 0.237 data_time: 0.007 memory: 6238 grad_norm: 5.4279 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4185 loss: 2.4185 2022/06/27 19:55:08 - mmengine - INFO - Epoch(train) [9][1620/3757] lr: 1.000e-02 eta: 1 day, 1:20:15 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.4006 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3109 loss: 2.3109 2022/06/27 19:55:14 - mmengine - INFO - Epoch(train) [9][1640/3757] lr: 1.000e-02 eta: 1 day, 1:20:13 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.3809 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0801 loss: 2.0801 2022/06/27 19:55:19 - mmengine - INFO - Epoch(train) [9][1660/3757] lr: 1.000e-02 eta: 1 day, 1:20:05 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.7567 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4933 loss: 2.4933 2022/06/27 19:55:25 - mmengine - INFO - Epoch(train) [9][1680/3757] lr: 1.000e-02 eta: 1 day, 1:20:03 time: 0.544 data_time: 0.006 memory: 6238 grad_norm: 5.3664 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5777 loss: 2.5777 2022/06/27 19:55:30 - mmengine - INFO - Epoch(train) [9][1700/3757] lr: 1.000e-02 eta: 1 day, 1:19:57 time: 0.301 data_time: 0.010 memory: 6238 grad_norm: 5.5459 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4215 loss: 2.4215 2022/06/27 19:55:35 - mmengine - INFO - Epoch(train) [9][1720/3757] lr: 1.000e-02 eta: 1 day, 1:19:54 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 6.2500 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6039 loss: 2.6039 2022/06/27 19:55:41 - mmengine - INFO - Epoch(train) [9][1740/3757] lr: 1.000e-02 eta: 1 day, 1:19:53 time: 0.675 data_time: 0.006 memory: 6238 grad_norm: 5.6507 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9899 loss: 1.9899 2022/06/27 19:55:46 - mmengine - INFO - Epoch(train) [9][1760/3757] lr: 1.000e-02 eta: 1 day, 1:19:45 time: 0.620 data_time: 0.007 memory: 6238 grad_norm: 5.6339 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8267 loss: 1.8267 2022/06/27 19:55:52 - mmengine - INFO - Epoch(train) [9][1780/3757] lr: 1.000e-02 eta: 1 day, 1:19:45 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 6.3008 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2903 loss: 2.2903 2022/06/27 19:55:57 - mmengine - INFO - Epoch(train) [9][1800/3757] lr: 1.000e-02 eta: 1 day, 1:19:40 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.5354 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4491 loss: 2.4491 2022/06/27 19:56:03 - mmengine - INFO - Epoch(train) [9][1820/3757] lr: 1.000e-02 eta: 1 day, 1:19:34 time: 0.520 data_time: 0.007 memory: 6238 grad_norm: 4.9898 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1663 loss: 2.1663 2022/06/27 19:56:08 - mmengine - INFO - Epoch(train) [9][1840/3757] lr: 1.000e-02 eta: 1 day, 1:19:27 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.5665 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3319 loss: 2.3319 2022/06/27 19:56:13 - mmengine - INFO - Epoch(train) [9][1860/3757] lr: 1.000e-02 eta: 1 day, 1:19:24 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.5035 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6003 loss: 2.6003 2022/06/27 19:56:19 - mmengine - INFO - Epoch(train) [9][1880/3757] lr: 1.000e-02 eta: 1 day, 1:19:20 time: 0.679 data_time: 0.013 memory: 6238 grad_norm: 5.0290 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3674 loss: 2.3674 2022/06/27 19:56:24 - mmengine - INFO - Epoch(train) [9][1900/3757] lr: 1.000e-02 eta: 1 day, 1:19:13 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 5.0270 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3817 loss: 2.3817 2022/06/27 19:56:29 - mmengine - INFO - Epoch(train) [9][1920/3757] lr: 1.000e-02 eta: 1 day, 1:19:08 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.7943 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2602 loss: 2.2602 2022/06/27 19:56:34 - mmengine - INFO - Epoch(train) [9][1940/3757] lr: 1.000e-02 eta: 1 day, 1:19:02 time: 0.735 data_time: 0.006 memory: 6238 grad_norm: 5.5858 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2870 loss: 2.2870 2022/06/27 19:56:35 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 19:56:39 - mmengine - INFO - Epoch(train) [9][1960/3757] lr: 1.000e-02 eta: 1 day, 1:18:52 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.9289 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2750 loss: 2.2750 2022/06/27 19:56:45 - mmengine - INFO - Epoch(train) [9][1980/3757] lr: 1.000e-02 eta: 1 day, 1:18:57 time: 0.229 data_time: 0.010 memory: 6238 grad_norm: 5.3509 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4160 loss: 2.4160 2022/06/27 19:56:51 - mmengine - INFO - Epoch(train) [9][2000/3757] lr: 1.000e-02 eta: 1 day, 1:18:54 time: 0.993 data_time: 0.010 memory: 6238 grad_norm: 5.3620 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4238 loss: 2.4238 2022/06/27 19:56:56 - mmengine - INFO - Epoch(train) [9][2020/3757] lr: 1.000e-02 eta: 1 day, 1:18:42 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.1954 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.6853 loss: 2.6853 2022/06/27 19:57:01 - mmengine - INFO - Epoch(train) [9][2040/3757] lr: 1.000e-02 eta: 1 day, 1:18:37 time: 0.242 data_time: 0.010 memory: 6238 grad_norm: 5.6430 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6790 loss: 2.6790 2022/06/27 19:57:07 - mmengine - INFO - Epoch(train) [9][2060/3757] lr: 1.000e-02 eta: 1 day, 1:18:34 time: 0.764 data_time: 0.010 memory: 6238 grad_norm: 6.3488 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0633 loss: 2.0633 2022/06/27 19:57:12 - mmengine - INFO - Epoch(train) [9][2080/3757] lr: 1.000e-02 eta: 1 day, 1:18:28 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.4557 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1222 loss: 2.1222 2022/06/27 19:57:17 - mmengine - INFO - Epoch(train) [9][2100/3757] lr: 1.000e-02 eta: 1 day, 1:18:21 time: 0.222 data_time: 0.012 memory: 6238 grad_norm: 6.1709 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9705 loss: 2.9705 2022/06/27 19:57:22 - mmengine - INFO - Epoch(train) [9][2120/3757] lr: 1.000e-02 eta: 1 day, 1:18:17 time: 0.722 data_time: 0.007 memory: 6238 grad_norm: 6.5142 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0831 loss: 2.0831 2022/06/27 19:57:27 - mmengine - INFO - Epoch(train) [9][2140/3757] lr: 1.000e-02 eta: 1 day, 1:18:09 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.8135 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4231 loss: 2.4231 2022/06/27 19:57:33 - mmengine - INFO - Epoch(train) [9][2160/3757] lr: 1.000e-02 eta: 1 day, 1:18:08 time: 0.229 data_time: 0.011 memory: 6238 grad_norm: 6.0590 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3352 loss: 2.3352 2022/06/27 19:57:38 - mmengine - INFO - Epoch(train) [9][2180/3757] lr: 1.000e-02 eta: 1 day, 1:18:01 time: 0.764 data_time: 0.007 memory: 6238 grad_norm: 5.3332 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4604 loss: 2.4604 2022/06/27 19:57:43 - mmengine - INFO - Epoch(train) [9][2200/3757] lr: 1.000e-02 eta: 1 day, 1:17:49 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.1312 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1962 loss: 2.1962 2022/06/27 19:57:48 - mmengine - INFO - Epoch(train) [9][2220/3757] lr: 1.000e-02 eta: 1 day, 1:17:42 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.5072 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4997 loss: 2.4997 2022/06/27 19:57:53 - mmengine - INFO - Epoch(train) [9][2240/3757] lr: 1.000e-02 eta: 1 day, 1:17:36 time: 0.573 data_time: 0.006 memory: 6238 grad_norm: 5.9299 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1667 loss: 2.1667 2022/06/27 19:57:58 - mmengine - INFO - Epoch(train) [9][2260/3757] lr: 1.000e-02 eta: 1 day, 1:17:26 time: 0.273 data_time: 0.007 memory: 6238 grad_norm: 5.9600 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2405 loss: 2.2405 2022/06/27 19:58:04 - mmengine - INFO - Epoch(train) [9][2280/3757] lr: 1.000e-02 eta: 1 day, 1:17:23 time: 0.233 data_time: 0.015 memory: 6238 grad_norm: 5.5069 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2762 loss: 2.2762 2022/06/27 19:58:09 - mmengine - INFO - Epoch(train) [9][2300/3757] lr: 1.000e-02 eta: 1 day, 1:17:20 time: 0.274 data_time: 0.006 memory: 6238 grad_norm: 4.7306 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2728 loss: 2.2728 2022/06/27 19:58:14 - mmengine - INFO - Epoch(train) [9][2320/3757] lr: 1.000e-02 eta: 1 day, 1:17:11 time: 0.309 data_time: 0.007 memory: 6238 grad_norm: 6.2676 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3673 loss: 2.3673 2022/06/27 19:58:20 - mmengine - INFO - Epoch(train) [9][2340/3757] lr: 1.000e-02 eta: 1 day, 1:17:10 time: 0.231 data_time: 0.032 memory: 6238 grad_norm: 5.4465 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9970 loss: 1.9970 2022/06/27 19:58:26 - mmengine - INFO - Epoch(train) [9][2360/3757] lr: 1.000e-02 eta: 1 day, 1:17:08 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.2191 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4909 loss: 2.4909 2022/06/27 19:58:31 - mmengine - INFO - Epoch(train) [9][2380/3757] lr: 1.000e-02 eta: 1 day, 1:17:00 time: 0.233 data_time: 0.007 memory: 6238 grad_norm: 5.1281 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5896 loss: 2.5896 2022/06/27 19:58:36 - mmengine - INFO - Epoch(train) [9][2400/3757] lr: 1.000e-02 eta: 1 day, 1:16:55 time: 0.237 data_time: 0.039 memory: 6238 grad_norm: 5.8579 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5773 loss: 2.5773 2022/06/27 19:58:41 - mmengine - INFO - Epoch(train) [9][2420/3757] lr: 1.000e-02 eta: 1 day, 1:16:52 time: 0.248 data_time: 0.007 memory: 6238 grad_norm: 5.6247 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9908 loss: 1.9908 2022/06/27 19:58:47 - mmengine - INFO - Epoch(train) [9][2440/3757] lr: 1.000e-02 eta: 1 day, 1:16:45 time: 0.252 data_time: 0.006 memory: 6238 grad_norm: 6.0105 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1481 loss: 2.1481 2022/06/27 19:58:52 - mmengine - INFO - Epoch(train) [9][2460/3757] lr: 1.000e-02 eta: 1 day, 1:16:41 time: 0.228 data_time: 0.026 memory: 6238 grad_norm: 5.2908 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3230 loss: 2.3230 2022/06/27 19:58:57 - mmengine - INFO - Epoch(train) [9][2480/3757] lr: 1.000e-02 eta: 1 day, 1:16:34 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.3754 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5833 loss: 2.5833 2022/06/27 19:59:03 - mmengine - INFO - Epoch(train) [9][2500/3757] lr: 1.000e-02 eta: 1 day, 1:16:32 time: 0.233 data_time: 0.013 memory: 6238 grad_norm: 5.5483 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3307 loss: 2.3307 2022/06/27 19:59:08 - mmengine - INFO - Epoch(train) [9][2520/3757] lr: 1.000e-02 eta: 1 day, 1:16:25 time: 0.237 data_time: 0.020 memory: 6238 grad_norm: 5.6477 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1585 loss: 2.1585 2022/06/27 19:59:14 - mmengine - INFO - Epoch(train) [9][2540/3757] lr: 1.000e-02 eta: 1 day, 1:16:26 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.5836 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4584 loss: 2.4584 2022/06/27 19:59:19 - mmengine - INFO - Epoch(train) [9][2560/3757] lr: 1.000e-02 eta: 1 day, 1:16:21 time: 0.267 data_time: 0.006 memory: 6238 grad_norm: 5.6134 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7687 loss: 2.7687 2022/06/27 19:59:25 - mmengine - INFO - Epoch(train) [9][2580/3757] lr: 1.000e-02 eta: 1 day, 1:16:18 time: 0.239 data_time: 0.009 memory: 6238 grad_norm: 5.5067 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6896 loss: 2.6896 2022/06/27 19:59:30 - mmengine - INFO - Epoch(train) [9][2600/3757] lr: 1.000e-02 eta: 1 day, 1:16:09 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.1080 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4201 loss: 2.4201 2022/06/27 19:59:35 - mmengine - INFO - Epoch(train) [9][2620/3757] lr: 1.000e-02 eta: 1 day, 1:16:02 time: 0.503 data_time: 0.006 memory: 6238 grad_norm: 4.7540 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6192 loss: 2.6192 2022/06/27 19:59:40 - mmengine - INFO - Epoch(train) [9][2640/3757] lr: 1.000e-02 eta: 1 day, 1:15:56 time: 0.220 data_time: 0.016 memory: 6238 grad_norm: 5.9836 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3752 loss: 2.3752 2022/06/27 19:59:46 - mmengine - INFO - Epoch(train) [9][2660/3757] lr: 1.000e-02 eta: 1 day, 1:16:00 time: 0.219 data_time: 0.012 memory: 6238 grad_norm: 5.3282 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0734 loss: 2.0734 2022/06/27 19:59:51 - mmengine - INFO - Epoch(train) [9][2680/3757] lr: 1.000e-02 eta: 1 day, 1:15:52 time: 0.244 data_time: 0.006 memory: 6238 grad_norm: 6.3468 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3621 loss: 2.3621 2022/06/27 19:59:57 - mmengine - INFO - Epoch(train) [9][2700/3757] lr: 1.000e-02 eta: 1 day, 1:15:47 time: 0.226 data_time: 0.024 memory: 6238 grad_norm: 5.4511 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6009 loss: 2.6009 2022/06/27 20:00:02 - mmengine - INFO - Epoch(train) [9][2720/3757] lr: 1.000e-02 eta: 1 day, 1:15:47 time: 0.234 data_time: 0.015 memory: 6238 grad_norm: 5.8106 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7513 loss: 2.7513 2022/06/27 20:00:07 - mmengine - INFO - Epoch(train) [9][2740/3757] lr: 1.000e-02 eta: 1 day, 1:15:34 time: 0.230 data_time: 0.010 memory: 6238 grad_norm: 5.7263 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8110 loss: 2.8110 2022/06/27 20:00:12 - mmengine - INFO - Epoch(train) [9][2760/3757] lr: 1.000e-02 eta: 1 day, 1:15:25 time: 0.217 data_time: 0.009 memory: 6238 grad_norm: 5.4190 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2954 loss: 2.2954 2022/06/27 20:00:17 - mmengine - INFO - Epoch(train) [9][2780/3757] lr: 1.000e-02 eta: 1 day, 1:15:22 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.5037 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1532 loss: 2.1532 2022/06/27 20:00:22 - mmengine - INFO - Epoch(train) [9][2800/3757] lr: 1.000e-02 eta: 1 day, 1:15:13 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.8484 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3220 loss: 2.3220 2022/06/27 20:00:28 - mmengine - INFO - Epoch(train) [9][2820/3757] lr: 1.000e-02 eta: 1 day, 1:15:13 time: 0.212 data_time: 0.011 memory: 6238 grad_norm: 5.9976 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3416 loss: 2.3416 2022/06/27 20:00:34 - mmengine - INFO - Epoch(train) [9][2840/3757] lr: 1.000e-02 eta: 1 day, 1:15:13 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 5.5360 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5309 loss: 2.5309 2022/06/27 20:00:39 - mmengine - INFO - Epoch(train) [9][2860/3757] lr: 1.000e-02 eta: 1 day, 1:15:02 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.5095 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4666 loss: 2.4666 2022/06/27 20:00:45 - mmengine - INFO - Epoch(train) [9][2880/3757] lr: 1.000e-02 eta: 1 day, 1:15:02 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 6.2080 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3903 loss: 2.3903 2022/06/27 20:00:50 - mmengine - INFO - Epoch(train) [9][2900/3757] lr: 1.000e-02 eta: 1 day, 1:14:57 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 5.3076 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1421 loss: 2.1421 2022/06/27 20:00:55 - mmengine - INFO - Epoch(train) [9][2920/3757] lr: 1.000e-02 eta: 1 day, 1:14:52 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.7173 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8815 loss: 2.8815 2022/06/27 20:01:01 - mmengine - INFO - Epoch(train) [9][2940/3757] lr: 1.000e-02 eta: 1 day, 1:14:48 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.7036 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6754 loss: 2.6754 2022/06/27 20:01:02 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:01:06 - mmengine - INFO - Epoch(train) [9][2960/3757] lr: 1.000e-02 eta: 1 day, 1:14:45 time: 0.243 data_time: 0.011 memory: 6238 grad_norm: 5.1414 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1956 loss: 2.1956 2022/06/27 20:01:11 - mmengine - INFO - Epoch(train) [9][2980/3757] lr: 1.000e-02 eta: 1 day, 1:14:35 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 6.4933 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2796 loss: 2.2796 2022/06/27 20:01:17 - mmengine - INFO - Epoch(train) [9][3000/3757] lr: 1.000e-02 eta: 1 day, 1:14:31 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.3232 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2027 loss: 2.2027 2022/06/27 20:01:22 - mmengine - INFO - Epoch(train) [9][3020/3757] lr: 1.000e-02 eta: 1 day, 1:14:22 time: 0.248 data_time: 0.010 memory: 6238 grad_norm: 6.4824 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5205 loss: 2.5205 2022/06/27 20:01:26 - mmengine - INFO - Epoch(train) [9][3040/3757] lr: 1.000e-02 eta: 1 day, 1:14:13 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 6.0774 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7045 loss: 2.7045 2022/06/27 20:01:31 - mmengine - INFO - Epoch(train) [9][3060/3757] lr: 1.000e-02 eta: 1 day, 1:14:04 time: 0.228 data_time: 0.010 memory: 6238 grad_norm: 5.8233 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1046 loss: 2.1046 2022/06/27 20:01:37 - mmengine - INFO - Epoch(train) [9][3080/3757] lr: 1.000e-02 eta: 1 day, 1:14:04 time: 0.228 data_time: 0.020 memory: 6238 grad_norm: 5.6109 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3731 loss: 2.3731 2022/06/27 20:01:42 - mmengine - INFO - Epoch(train) [9][3100/3757] lr: 1.000e-02 eta: 1 day, 1:13:57 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.6870 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1480 loss: 2.1480 2022/06/27 20:01:48 - mmengine - INFO - Epoch(train) [9][3120/3757] lr: 1.000e-02 eta: 1 day, 1:13:52 time: 0.224 data_time: 0.009 memory: 6238 grad_norm: 5.4381 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0544 loss: 2.0544 2022/06/27 20:01:53 - mmengine - INFO - Epoch(train) [9][3140/3757] lr: 1.000e-02 eta: 1 day, 1:13:48 time: 0.218 data_time: 0.015 memory: 6238 grad_norm: 4.9226 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9465 loss: 1.9465 2022/06/27 20:01:58 - mmengine - INFO - Epoch(train) [9][3160/3757] lr: 1.000e-02 eta: 1 day, 1:13:38 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.4587 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5026 loss: 2.5026 2022/06/27 20:02:03 - mmengine - INFO - Epoch(train) [9][3180/3757] lr: 1.000e-02 eta: 1 day, 1:13:34 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.2931 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5519 loss: 2.5519 2022/06/27 20:02:09 - mmengine - INFO - Epoch(train) [9][3200/3757] lr: 1.000e-02 eta: 1 day, 1:13:27 time: 0.221 data_time: 0.012 memory: 6238 grad_norm: 6.5730 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8912 loss: 1.8912 2022/06/27 20:02:13 - mmengine - INFO - Epoch(train) [9][3220/3757] lr: 1.000e-02 eta: 1 day, 1:13:18 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.3519 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2864 loss: 2.2864 2022/06/27 20:02:19 - mmengine - INFO - Epoch(train) [9][3240/3757] lr: 1.000e-02 eta: 1 day, 1:13:13 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.1118 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2369 loss: 2.2369 2022/06/27 20:02:24 - mmengine - INFO - Epoch(train) [9][3260/3757] lr: 1.000e-02 eta: 1 day, 1:13:09 time: 0.247 data_time: 0.007 memory: 6238 grad_norm: 5.7063 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1370 loss: 2.1370 2022/06/27 20:02:29 - mmengine - INFO - Epoch(train) [9][3280/3757] lr: 1.000e-02 eta: 1 day, 1:13:00 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.1483 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1508 loss: 2.1508 2022/06/27 20:02:34 - mmengine - INFO - Epoch(train) [9][3300/3757] lr: 1.000e-02 eta: 1 day, 1:12:54 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.7328 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4534 loss: 2.4534 2022/06/27 20:02:40 - mmengine - INFO - Epoch(train) [9][3320/3757] lr: 1.000e-02 eta: 1 day, 1:12:49 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.3712 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2872 loss: 2.2872 2022/06/27 20:02:45 - mmengine - INFO - Epoch(train) [9][3340/3757] lr: 1.000e-02 eta: 1 day, 1:12:41 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.9821 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3255 loss: 2.3255 2022/06/27 20:02:50 - mmengine - INFO - Epoch(train) [9][3360/3757] lr: 1.000e-02 eta: 1 day, 1:12:38 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.6463 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5997 loss: 2.5997 2022/06/27 20:02:55 - mmengine - INFO - Epoch(train) [9][3380/3757] lr: 1.000e-02 eta: 1 day, 1:12:31 time: 0.227 data_time: 0.008 memory: 6238 grad_norm: 5.3737 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3657 loss: 2.3657 2022/06/27 20:03:01 - mmengine - INFO - Epoch(train) [9][3400/3757] lr: 1.000e-02 eta: 1 day, 1:12:26 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.4255 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2689 loss: 2.2689 2022/06/27 20:03:07 - mmengine - INFO - Epoch(train) [9][3420/3757] lr: 1.000e-02 eta: 1 day, 1:12:26 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.9688 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2076 loss: 2.2076 2022/06/27 20:03:12 - mmengine - INFO - Epoch(train) [9][3440/3757] lr: 1.000e-02 eta: 1 day, 1:12:17 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.9186 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3657 loss: 2.3657 2022/06/27 20:03:17 - mmengine - INFO - Epoch(train) [9][3460/3757] lr: 1.000e-02 eta: 1 day, 1:12:10 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.9178 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5628 loss: 2.5628 2022/06/27 20:03:22 - mmengine - INFO - Epoch(train) [9][3480/3757] lr: 1.000e-02 eta: 1 day, 1:12:03 time: 0.230 data_time: 0.009 memory: 6238 grad_norm: 5.9630 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0418 loss: 2.0418 2022/06/27 20:03:27 - mmengine - INFO - Epoch(train) [9][3500/3757] lr: 1.000e-02 eta: 1 day, 1:11:55 time: 0.397 data_time: 0.007 memory: 6238 grad_norm: 4.6682 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2237 loss: 2.2237 2022/06/27 20:03:32 - mmengine - INFO - Epoch(train) [9][3520/3757] lr: 1.000e-02 eta: 1 day, 1:11:50 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.7045 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4400 loss: 2.4400 2022/06/27 20:03:38 - mmengine - INFO - Epoch(train) [9][3540/3757] lr: 1.000e-02 eta: 1 day, 1:11:46 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.3241 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0937 loss: 2.0937 2022/06/27 20:03:43 - mmengine - INFO - Epoch(train) [9][3560/3757] lr: 1.000e-02 eta: 1 day, 1:11:40 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 6.1848 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3116 loss: 2.3116 2022/06/27 20:03:48 - mmengine - INFO - Epoch(train) [9][3580/3757] lr: 1.000e-02 eta: 1 day, 1:11:37 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 5.2716 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4082 loss: 2.4082 2022/06/27 20:03:54 - mmengine - INFO - Epoch(train) [9][3600/3757] lr: 1.000e-02 eta: 1 day, 1:11:29 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.9644 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4735 loss: 2.4735 2022/06/27 20:03:59 - mmengine - INFO - Epoch(train) [9][3620/3757] lr: 1.000e-02 eta: 1 day, 1:11:21 time: 0.245 data_time: 0.007 memory: 6238 grad_norm: 6.0092 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5005 loss: 2.5005 2022/06/27 20:04:04 - mmengine - INFO - Epoch(train) [9][3640/3757] lr: 1.000e-02 eta: 1 day, 1:11:17 time: 0.213 data_time: 0.006 memory: 6238 grad_norm: 5.4288 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0386 loss: 2.0386 2022/06/27 20:04:09 - mmengine - INFO - Epoch(train) [9][3660/3757] lr: 1.000e-02 eta: 1 day, 1:11:13 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.5468 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4121 loss: 2.4121 2022/06/27 20:04:14 - mmengine - INFO - Epoch(train) [9][3680/3757] lr: 1.000e-02 eta: 1 day, 1:11:03 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.0159 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2746 loss: 2.2746 2022/06/27 20:04:20 - mmengine - INFO - Epoch(train) [9][3700/3757] lr: 1.000e-02 eta: 1 day, 1:11:01 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.5180 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3982 loss: 2.3982 2022/06/27 20:04:25 - mmengine - INFO - Epoch(train) [9][3720/3757] lr: 1.000e-02 eta: 1 day, 1:10:56 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.1932 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3754 loss: 2.3754 2022/06/27 20:04:30 - mmengine - INFO - Epoch(train) [9][3740/3757] lr: 1.000e-02 eta: 1 day, 1:10:49 time: 0.223 data_time: 0.011 memory: 6238 grad_norm: 5.3848 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0409 loss: 2.0409 2022/06/27 20:04:34 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:04:41 - mmengine - INFO - Epoch(val) [9][20/310] eta: 0:01:27 time: 0.095 data_time: 0.008 memory: 6238 2022/06/27 20:04:47 - mmengine - INFO - Epoch(val) [9][40/310] eta: 0:01:20 time: 0.353 data_time: 0.261 memory: 1479 2022/06/27 20:04:51 - mmengine - INFO - Epoch(val) [9][60/310] eta: 0:00:36 time: 0.092 data_time: 0.006 memory: 1479 2022/06/27 20:04:57 - mmengine - INFO - Epoch(val) [9][80/310] eta: 0:01:12 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 20:05:03 - mmengine - INFO - Epoch(val) [9][100/310] eta: 0:01:04 time: 1.408 data_time: 1.315 memory: 1479 2022/06/27 20:05:07 - mmengine - INFO - Epoch(val) [9][120/310] eta: 0:00:43 time: 0.096 data_time: 0.008 memory: 1479 2022/06/27 20:05:14 - mmengine - INFO - Epoch(val) [9][140/310] eta: 0:00:51 time: 0.088 data_time: 0.005 memory: 1479 2022/06/27 20:05:20 - mmengine - INFO - Epoch(val) [9][160/310] eta: 0:00:46 time: 2.256 data_time: 2.157 memory: 1479 2022/06/27 20:05:24 - mmengine - INFO - Epoch(val) [9][180/310] eta: 0:00:41 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 20:05:30 - mmengine - INFO - Epoch(val) [9][200/310] eta: 0:00:33 time: 0.094 data_time: 0.005 memory: 1479 2022/06/27 20:05:35 - mmengine - INFO - Epoch(val) [9][220/310] eta: 0:00:26 time: 1.323 data_time: 1.220 memory: 1479 2022/06/27 20:05:39 - mmengine - INFO - Epoch(val) [9][240/310] eta: 0:00:20 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 20:05:45 - mmengine - INFO - Epoch(val) [9][260/310] eta: 0:00:14 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 20:05:51 - mmengine - INFO - Epoch(val) [9][280/310] eta: 0:00:09 time: 1.365 data_time: 1.271 memory: 1479 2022/06/27 20:05:55 - mmengine - INFO - Epoch(val) [9][300/310] eta: 0:00:02 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 20:05:57 - mmengine - INFO - Epoch(val) [9][310/310] acc/top1: 0.4914 acc/top5: 0.7578 acc/mean1: 0.4912 2022/06/27 20:06:05 - mmengine - INFO - Epoch(train) [10][20/3757] lr: 1.000e-02 eta: 1 day, 1:10:49 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 6.0988 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3043 loss: 2.3043 2022/06/27 20:06:11 - mmengine - INFO - Epoch(train) [10][40/3757] lr: 1.000e-02 eta: 1 day, 1:10:47 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.6614 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1359 loss: 2.1359 2022/06/27 20:06:16 - mmengine - INFO - Epoch(train) [10][60/3757] lr: 1.000e-02 eta: 1 day, 1:10:38 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.3533 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3392 loss: 2.3392 2022/06/27 20:06:21 - mmengine - INFO - Epoch(train) [10][80/3757] lr: 1.000e-02 eta: 1 day, 1:10:34 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.4416 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9519 loss: 1.9519 2022/06/27 20:06:27 - mmengine - INFO - Epoch(train) [10][100/3757] lr: 1.000e-02 eta: 1 day, 1:10:27 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.3888 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3340 loss: 2.3340 2022/06/27 20:06:32 - mmengine - INFO - Epoch(train) [10][120/3757] lr: 1.000e-02 eta: 1 day, 1:10:19 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.3997 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3178 loss: 2.3178 2022/06/27 20:06:37 - mmengine - INFO - Epoch(train) [10][140/3757] lr: 1.000e-02 eta: 1 day, 1:10:15 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.5969 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3390 loss: 2.3390 2022/06/27 20:06:43 - mmengine - INFO - Epoch(train) [10][160/3757] lr: 1.000e-02 eta: 1 day, 1:10:16 time: 0.226 data_time: 0.008 memory: 6238 grad_norm: 6.0166 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4464 loss: 2.4464 2022/06/27 20:06:48 - mmengine - INFO - Epoch(train) [10][180/3757] lr: 1.000e-02 eta: 1 day, 1:10:04 time: 0.219 data_time: 0.009 memory: 6238 grad_norm: 5.7029 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6343 loss: 2.6343 2022/06/27 20:06:50 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:06:53 - mmengine - INFO - Epoch(train) [10][200/3757] lr: 1.000e-02 eta: 1 day, 1:10:04 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.2513 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3207 loss: 2.3207 2022/06/27 20:06:58 - mmengine - INFO - Epoch(train) [10][220/3757] lr: 1.000e-02 eta: 1 day, 1:09:56 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 5.1071 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4768 loss: 2.4768 2022/06/27 20:07:04 - mmengine - INFO - Epoch(train) [10][240/3757] lr: 1.000e-02 eta: 1 day, 1:09:51 time: 0.218 data_time: 0.014 memory: 6238 grad_norm: 5.5214 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3990 loss: 2.3990 2022/06/27 20:07:09 - mmengine - INFO - Epoch(train) [10][260/3757] lr: 1.000e-02 eta: 1 day, 1:09:47 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 6.1006 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9893 loss: 1.9893 2022/06/27 20:07:15 - mmengine - INFO - Epoch(train) [10][280/3757] lr: 1.000e-02 eta: 1 day, 1:09:44 time: 0.210 data_time: 0.008 memory: 6238 grad_norm: 5.3780 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6751 loss: 2.6751 2022/06/27 20:07:19 - mmengine - INFO - Epoch(train) [10][300/3757] lr: 1.000e-02 eta: 1 day, 1:09:30 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.6606 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4567 loss: 2.4567 2022/06/27 20:07:25 - mmengine - INFO - Epoch(train) [10][320/3757] lr: 1.000e-02 eta: 1 day, 1:09:33 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.7185 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3889 loss: 2.3889 2022/06/27 20:07:31 - mmengine - INFO - Epoch(train) [10][340/3757] lr: 1.000e-02 eta: 1 day, 1:09:26 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.3301 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3412 loss: 2.3412 2022/06/27 20:07:35 - mmengine - INFO - Epoch(train) [10][360/3757] lr: 1.000e-02 eta: 1 day, 1:09:17 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.0805 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4489 loss: 2.4489 2022/06/27 20:07:41 - mmengine - INFO - Epoch(train) [10][380/3757] lr: 1.000e-02 eta: 1 day, 1:09:14 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.2362 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2976 loss: 2.2976 2022/06/27 20:07:47 - mmengine - INFO - Epoch(train) [10][400/3757] lr: 1.000e-02 eta: 1 day, 1:09:13 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.4641 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6822 loss: 2.6822 2022/06/27 20:07:52 - mmengine - INFO - Epoch(train) [10][420/3757] lr: 1.000e-02 eta: 1 day, 1:09:07 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.3877 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5629 loss: 2.5629 2022/06/27 20:07:57 - mmengine - INFO - Epoch(train) [10][440/3757] lr: 1.000e-02 eta: 1 day, 1:09:03 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.5034 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2876 loss: 2.2876 2022/06/27 20:08:03 - mmengine - INFO - Epoch(train) [10][460/3757] lr: 1.000e-02 eta: 1 day, 1:09:02 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 4.9723 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1304 loss: 2.1304 2022/06/27 20:08:08 - mmengine - INFO - Epoch(train) [10][480/3757] lr: 1.000e-02 eta: 1 day, 1:08:52 time: 0.227 data_time: 0.015 memory: 6238 grad_norm: 5.6439 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6191 loss: 2.6191 2022/06/27 20:08:13 - mmengine - INFO - Epoch(train) [10][500/3757] lr: 1.000e-02 eta: 1 day, 1:08:40 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.6904 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3134 loss: 2.3134 2022/06/27 20:08:18 - mmengine - INFO - Epoch(train) [10][520/3757] lr: 1.000e-02 eta: 1 day, 1:08:32 time: 0.222 data_time: 0.016 memory: 6238 grad_norm: 5.4054 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3622 loss: 2.3622 2022/06/27 20:08:23 - mmengine - INFO - Epoch(train) [10][540/3757] lr: 1.000e-02 eta: 1 day, 1:08:31 time: 0.231 data_time: 0.009 memory: 6238 grad_norm: 5.5433 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9629 loss: 1.9629 2022/06/27 20:08:28 - mmengine - INFO - Epoch(train) [10][560/3757] lr: 1.000e-02 eta: 1 day, 1:08:22 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 4.5862 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8046 loss: 2.8046 2022/06/27 20:08:34 - mmengine - INFO - Epoch(train) [10][580/3757] lr: 1.000e-02 eta: 1 day, 1:08:22 time: 0.220 data_time: 0.015 memory: 6238 grad_norm: 5.6022 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3880 loss: 2.3880 2022/06/27 20:08:39 - mmengine - INFO - Epoch(train) [10][600/3757] lr: 1.000e-02 eta: 1 day, 1:08:12 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 4.9551 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2124 loss: 2.2124 2022/06/27 20:08:44 - mmengine - INFO - Epoch(train) [10][620/3757] lr: 1.000e-02 eta: 1 day, 1:08:08 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.6940 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1540 loss: 2.1540 2022/06/27 20:08:50 - mmengine - INFO - Epoch(train) [10][640/3757] lr: 1.000e-02 eta: 1 day, 1:08:04 time: 0.222 data_time: 0.015 memory: 6238 grad_norm: 4.9080 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0223 loss: 2.0223 2022/06/27 20:08:55 - mmengine - INFO - Epoch(train) [10][660/3757] lr: 1.000e-02 eta: 1 day, 1:07:58 time: 0.253 data_time: 0.006 memory: 6238 grad_norm: 5.1497 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4162 loss: 2.4162 2022/06/27 20:09:00 - mmengine - INFO - Epoch(train) [10][680/3757] lr: 1.000e-02 eta: 1 day, 1:07:49 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.6838 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3563 loss: 2.3563 2022/06/27 20:09:06 - mmengine - INFO - Epoch(train) [10][700/3757] lr: 1.000e-02 eta: 1 day, 1:07:50 time: 0.219 data_time: 0.016 memory: 6238 grad_norm: 5.7785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8661 loss: 2.8661 2022/06/27 20:09:10 - mmengine - INFO - Epoch(train) [10][720/3757] lr: 1.000e-02 eta: 1 day, 1:07:37 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.0259 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1759 loss: 2.1759 2022/06/27 20:09:16 - mmengine - INFO - Epoch(train) [10][740/3757] lr: 1.000e-02 eta: 1 day, 1:07:32 time: 0.229 data_time: 0.013 memory: 6238 grad_norm: 5.4123 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9702 loss: 1.9702 2022/06/27 20:09:21 - mmengine - INFO - Epoch(train) [10][760/3757] lr: 1.000e-02 eta: 1 day, 1:07:25 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.4920 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6236 loss: 2.6236 2022/06/27 20:09:26 - mmengine - INFO - Epoch(train) [10][780/3757] lr: 1.000e-02 eta: 1 day, 1:07:20 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.4011 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6601 loss: 2.6601 2022/06/27 20:09:32 - mmengine - INFO - Epoch(train) [10][800/3757] lr: 1.000e-02 eta: 1 day, 1:07:16 time: 0.237 data_time: 0.009 memory: 6238 grad_norm: 4.9164 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7704 loss: 1.7704 2022/06/27 20:09:37 - mmengine - INFO - Epoch(train) [10][820/3757] lr: 1.000e-02 eta: 1 day, 1:07:10 time: 0.216 data_time: 0.013 memory: 6238 grad_norm: 6.0230 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3418 loss: 2.3418 2022/06/27 20:09:42 - mmengine - INFO - Epoch(train) [10][840/3757] lr: 1.000e-02 eta: 1 day, 1:07:04 time: 0.243 data_time: 0.009 memory: 6238 grad_norm: 5.3712 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4506 loss: 2.4506 2022/06/27 20:09:47 - mmengine - INFO - Epoch(train) [10][860/3757] lr: 1.000e-02 eta: 1 day, 1:06:56 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.4420 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4030 loss: 2.4030 2022/06/27 20:09:53 - mmengine - INFO - Epoch(train) [10][880/3757] lr: 1.000e-02 eta: 1 day, 1:06:56 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 6.1390 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3322 loss: 2.3322 2022/06/27 20:09:58 - mmengine - INFO - Epoch(train) [10][900/3757] lr: 1.000e-02 eta: 1 day, 1:06:48 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.4376 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1278 loss: 2.1278 2022/06/27 20:10:04 - mmengine - INFO - Epoch(train) [10][920/3757] lr: 1.000e-02 eta: 1 day, 1:06:48 time: 0.247 data_time: 0.006 memory: 6238 grad_norm: 6.2008 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3612 loss: 2.3612 2022/06/27 20:10:10 - mmengine - INFO - Epoch(train) [10][940/3757] lr: 1.000e-02 eta: 1 day, 1:06:45 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 6.1368 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5063 loss: 2.5063 2022/06/27 20:10:14 - mmengine - INFO - Epoch(train) [10][960/3757] lr: 1.000e-02 eta: 1 day, 1:06:34 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 5.6910 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3200 loss: 2.3200 2022/06/27 20:10:19 - mmengine - INFO - Epoch(train) [10][980/3757] lr: 1.000e-02 eta: 1 day, 1:06:27 time: 0.225 data_time: 0.012 memory: 6238 grad_norm: 5.3776 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0270 loss: 2.0270 2022/06/27 20:10:25 - mmengine - INFO - Epoch(train) [10][1000/3757] lr: 1.000e-02 eta: 1 day, 1:06:26 time: 0.236 data_time: 0.020 memory: 6238 grad_norm: 5.5496 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5686 loss: 2.5686 2022/06/27 20:10:30 - mmengine - INFO - Epoch(train) [10][1020/3757] lr: 1.000e-02 eta: 1 day, 1:06:19 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.2902 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7861 loss: 2.7861 2022/06/27 20:10:35 - mmengine - INFO - Epoch(train) [10][1040/3757] lr: 1.000e-02 eta: 1 day, 1:06:12 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 4.9613 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2866 loss: 2.2866 2022/06/27 20:10:40 - mmengine - INFO - Epoch(train) [10][1060/3757] lr: 1.000e-02 eta: 1 day, 1:06:04 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.9982 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3264 loss: 2.3264 2022/06/27 20:10:46 - mmengine - INFO - Epoch(train) [10][1080/3757] lr: 1.000e-02 eta: 1 day, 1:05:58 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 4.6794 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5523 loss: 2.5523 2022/06/27 20:10:51 - mmengine - INFO - Epoch(train) [10][1100/3757] lr: 1.000e-02 eta: 1 day, 1:05:52 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.8153 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0807 loss: 2.0807 2022/06/27 20:10:56 - mmengine - INFO - Epoch(train) [10][1120/3757] lr: 1.000e-02 eta: 1 day, 1:05:45 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 4.9838 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3079 loss: 2.3079 2022/06/27 20:11:01 - mmengine - INFO - Epoch(train) [10][1140/3757] lr: 1.000e-02 eta: 1 day, 1:05:38 time: 0.220 data_time: 0.021 memory: 6238 grad_norm: 5.7579 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0384 loss: 2.0384 2022/06/27 20:11:06 - mmengine - INFO - Epoch(train) [10][1160/3757] lr: 1.000e-02 eta: 1 day, 1:05:28 time: 0.237 data_time: 0.010 memory: 6238 grad_norm: 5.4047 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2884 loss: 2.2884 2022/06/27 20:11:12 - mmengine - INFO - Epoch(train) [10][1180/3757] lr: 1.000e-02 eta: 1 day, 1:05:27 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.8590 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3036 loss: 2.3036 2022/06/27 20:11:14 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:11:17 - mmengine - INFO - Epoch(train) [10][1200/3757] lr: 1.000e-02 eta: 1 day, 1:05:21 time: 0.228 data_time: 0.020 memory: 6238 grad_norm: 5.9028 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3159 loss: 2.3159 2022/06/27 20:11:22 - mmengine - INFO - Epoch(train) [10][1220/3757] lr: 1.000e-02 eta: 1 day, 1:05:16 time: 0.214 data_time: 0.009 memory: 6238 grad_norm: 5.8466 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1267 loss: 2.1267 2022/06/27 20:11:27 - mmengine - INFO - Epoch(train) [10][1240/3757] lr: 1.000e-02 eta: 1 day, 1:05:09 time: 0.223 data_time: 0.009 memory: 6238 grad_norm: 5.6084 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2194 loss: 2.2194 2022/06/27 20:11:33 - mmengine - INFO - Epoch(train) [10][1260/3757] lr: 1.000e-02 eta: 1 day, 1:05:08 time: 0.233 data_time: 0.012 memory: 6238 grad_norm: 6.2926 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9020 loss: 1.9020 2022/06/27 20:11:38 - mmengine - INFO - Epoch(train) [10][1280/3757] lr: 1.000e-02 eta: 1 day, 1:04:57 time: 0.216 data_time: 0.016 memory: 6238 grad_norm: 5.3524 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0886 loss: 2.0886 2022/06/27 20:11:44 - mmengine - INFO - Epoch(train) [10][1300/3757] lr: 1.000e-02 eta: 1 day, 1:04:56 time: 0.223 data_time: 0.013 memory: 6238 grad_norm: 5.0204 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7817 loss: 2.7817 2022/06/27 20:11:49 - mmengine - INFO - Epoch(train) [10][1320/3757] lr: 1.000e-02 eta: 1 day, 1:04:48 time: 0.228 data_time: 0.015 memory: 6238 grad_norm: 6.0174 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2195 loss: 2.2195 2022/06/27 20:11:53 - mmengine - INFO - Epoch(train) [10][1340/3757] lr: 1.000e-02 eta: 1 day, 1:04:37 time: 0.222 data_time: 0.018 memory: 6238 grad_norm: 5.7189 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3937 loss: 2.3937 2022/06/27 20:11:59 - mmengine - INFO - Epoch(train) [10][1360/3757] lr: 1.000e-02 eta: 1 day, 1:04:33 time: 0.434 data_time: 0.012 memory: 6238 grad_norm: 5.7515 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8223 loss: 2.8223 2022/06/27 20:12:04 - mmengine - INFO - Epoch(train) [10][1380/3757] lr: 1.000e-02 eta: 1 day, 1:04:26 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.5789 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9718 loss: 1.9718 2022/06/27 20:12:10 - mmengine - INFO - Epoch(train) [10][1400/3757] lr: 1.000e-02 eta: 1 day, 1:04:23 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.9975 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1852 loss: 2.1852 2022/06/27 20:12:15 - mmengine - INFO - Epoch(train) [10][1420/3757] lr: 1.000e-02 eta: 1 day, 1:04:19 time: 0.228 data_time: 0.009 memory: 6238 grad_norm: 5.5238 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5819 loss: 2.5819 2022/06/27 20:12:20 - mmengine - INFO - Epoch(train) [10][1440/3757] lr: 1.000e-02 eta: 1 day, 1:04:10 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.4401 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6473 loss: 2.6473 2022/06/27 20:12:25 - mmengine - INFO - Epoch(train) [10][1460/3757] lr: 1.000e-02 eta: 1 day, 1:04:07 time: 0.219 data_time: 0.013 memory: 6238 grad_norm: 5.3001 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7424 loss: 2.7424 2022/06/27 20:12:31 - mmengine - INFO - Epoch(train) [10][1480/3757] lr: 1.000e-02 eta: 1 day, 1:04:03 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 6.7241 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5112 loss: 2.5112 2022/06/27 20:12:36 - mmengine - INFO - Epoch(train) [10][1500/3757] lr: 1.000e-02 eta: 1 day, 1:03:53 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.8421 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3961 loss: 2.3961 2022/06/27 20:12:41 - mmengine - INFO - Epoch(train) [10][1520/3757] lr: 1.000e-02 eta: 1 day, 1:03:53 time: 0.232 data_time: 0.009 memory: 6238 grad_norm: 5.5755 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2829 loss: 2.2829 2022/06/27 20:12:47 - mmengine - INFO - Epoch(train) [10][1540/3757] lr: 1.000e-02 eta: 1 day, 1:03:50 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.6263 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2420 loss: 2.2420 2022/06/27 20:12:52 - mmengine - INFO - Epoch(train) [10][1560/3757] lr: 1.000e-02 eta: 1 day, 1:03:39 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.7558 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1329 loss: 2.1329 2022/06/27 20:12:57 - mmengine - INFO - Epoch(train) [10][1580/3757] lr: 1.000e-02 eta: 1 day, 1:03:37 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5109 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7557 loss: 2.7557 2022/06/27 20:13:03 - mmengine - INFO - Epoch(train) [10][1600/3757] lr: 1.000e-02 eta: 1 day, 1:03:35 time: 0.249 data_time: 0.039 memory: 6238 grad_norm: 5.4157 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1773 loss: 2.1773 2022/06/27 20:13:08 - mmengine - INFO - Epoch(train) [10][1620/3757] lr: 1.000e-02 eta: 1 day, 1:03:24 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 5.1710 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4149 loss: 2.4149 2022/06/27 20:13:13 - mmengine - INFO - Epoch(train) [10][1640/3757] lr: 1.000e-02 eta: 1 day, 1:03:15 time: 0.220 data_time: 0.018 memory: 6238 grad_norm: 4.9140 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3164 loss: 2.3164 2022/06/27 20:13:18 - mmengine - INFO - Epoch(train) [10][1660/3757] lr: 1.000e-02 eta: 1 day, 1:03:07 time: 0.233 data_time: 0.010 memory: 6238 grad_norm: 5.3361 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3667 loss: 2.3667 2022/06/27 20:13:23 - mmengine - INFO - Epoch(train) [10][1680/3757] lr: 1.000e-02 eta: 1 day, 1:03:02 time: 0.411 data_time: 0.041 memory: 6238 grad_norm: 5.4092 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6079 loss: 2.6079 2022/06/27 20:13:28 - mmengine - INFO - Epoch(train) [10][1700/3757] lr: 1.000e-02 eta: 1 day, 1:02:58 time: 0.218 data_time: 0.008 memory: 6238 grad_norm: 4.9674 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0931 loss: 2.0931 2022/06/27 20:13:34 - mmengine - INFO - Epoch(train) [10][1720/3757] lr: 1.000e-02 eta: 1 day, 1:02:52 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 5.2680 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3405 loss: 2.3405 2022/06/27 20:13:39 - mmengine - INFO - Epoch(train) [10][1740/3757] lr: 1.000e-02 eta: 1 day, 1:02:45 time: 0.218 data_time: 0.014 memory: 6238 grad_norm: 5.1497 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2016 loss: 2.2016 2022/06/27 20:13:45 - mmengine - INFO - Epoch(train) [10][1760/3757] lr: 1.000e-02 eta: 1 day, 1:02:53 time: 0.228 data_time: 0.010 memory: 6238 grad_norm: 5.7220 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4535 loss: 2.4535 2022/06/27 20:13:50 - mmengine - INFO - Epoch(train) [10][1780/3757] lr: 1.000e-02 eta: 1 day, 1:02:40 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.3988 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6267 loss: 1.6267 2022/06/27 20:13:55 - mmengine - INFO - Epoch(train) [10][1800/3757] lr: 1.000e-02 eta: 1 day, 1:02:27 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 5.7465 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1729 loss: 2.1729 2022/06/27 20:13:59 - mmengine - INFO - Epoch(train) [10][1820/3757] lr: 1.000e-02 eta: 1 day, 1:02:16 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.4846 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7683 loss: 2.7683 2022/06/27 20:14:05 - mmengine - INFO - Epoch(train) [10][1840/3757] lr: 1.000e-02 eta: 1 day, 1:02:11 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.8113 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3370 loss: 2.3370 2022/06/27 20:14:10 - mmengine - INFO - Epoch(train) [10][1860/3757] lr: 1.000e-02 eta: 1 day, 1:02:07 time: 0.591 data_time: 0.010 memory: 6238 grad_norm: 5.6279 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6696 loss: 2.6696 2022/06/27 20:14:15 - mmengine - INFO - Epoch(train) [10][1880/3757] lr: 1.000e-02 eta: 1 day, 1:02:01 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.9234 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6079 loss: 2.6079 2022/06/27 20:14:21 - mmengine - INFO - Epoch(train) [10][1900/3757] lr: 1.000e-02 eta: 1 day, 1:02:00 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.0620 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3750 loss: 2.3750 2022/06/27 20:14:26 - mmengine - INFO - Epoch(train) [10][1920/3757] lr: 1.000e-02 eta: 1 day, 1:01:56 time: 0.593 data_time: 0.009 memory: 6238 grad_norm: 5.7685 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1483 loss: 2.1483 2022/06/27 20:14:32 - mmengine - INFO - Epoch(train) [10][1940/3757] lr: 1.000e-02 eta: 1 day, 1:01:52 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 5.6884 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1872 loss: 2.1872 2022/06/27 20:14:37 - mmengine - INFO - Epoch(train) [10][1960/3757] lr: 1.000e-02 eta: 1 day, 1:01:44 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.6074 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3402 loss: 2.3402 2022/06/27 20:14:43 - mmengine - INFO - Epoch(train) [10][1980/3757] lr: 1.000e-02 eta: 1 day, 1:01:42 time: 0.638 data_time: 0.406 memory: 6238 grad_norm: 5.6190 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2355 loss: 2.2355 2022/06/27 20:14:47 - mmengine - INFO - Epoch(train) [10][2000/3757] lr: 1.000e-02 eta: 1 day, 1:01:33 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.1994 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1676 loss: 2.1676 2022/06/27 20:14:53 - mmengine - INFO - Epoch(train) [10][2020/3757] lr: 1.000e-02 eta: 1 day, 1:01:35 time: 0.239 data_time: 0.007 memory: 6238 grad_norm: 5.3305 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9350 loss: 1.9350 2022/06/27 20:14:59 - mmengine - INFO - Epoch(train) [10][2040/3757] lr: 1.000e-02 eta: 1 day, 1:01:31 time: 0.747 data_time: 0.544 memory: 6238 grad_norm: 5.2123 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3086 loss: 2.3086 2022/06/27 20:15:04 - mmengine - INFO - Epoch(train) [10][2060/3757] lr: 1.000e-02 eta: 1 day, 1:01:27 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.5080 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0390 loss: 2.0390 2022/06/27 20:15:10 - mmengine - INFO - Epoch(train) [10][2080/3757] lr: 1.000e-02 eta: 1 day, 1:01:25 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 6.9277 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0292 loss: 2.0292 2022/06/27 20:15:16 - mmengine - INFO - Epoch(train) [10][2100/3757] lr: 1.000e-02 eta: 1 day, 1:01:25 time: 0.937 data_time: 0.030 memory: 6238 grad_norm: 5.1249 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4776 loss: 2.4776 2022/06/27 20:15:21 - mmengine - INFO - Epoch(train) [10][2120/3757] lr: 1.000e-02 eta: 1 day, 1:01:13 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 5.1949 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2233 loss: 2.2233 2022/06/27 20:15:26 - mmengine - INFO - Epoch(train) [10][2140/3757] lr: 1.000e-02 eta: 1 day, 1:01:06 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.8223 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8578 loss: 2.8578 2022/06/27 20:15:31 - mmengine - INFO - Epoch(train) [10][2160/3757] lr: 1.000e-02 eta: 1 day, 1:01:02 time: 0.310 data_time: 0.014 memory: 6238 grad_norm: 5.7630 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5957 loss: 2.5957 2022/06/27 20:15:36 - mmengine - INFO - Epoch(train) [10][2180/3757] lr: 1.000e-02 eta: 1 day, 1:00:53 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.7947 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3825 loss: 2.3825 2022/06/27 20:15:38 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:15:42 - mmengine - INFO - Epoch(train) [10][2200/3757] lr: 1.000e-02 eta: 1 day, 1:00:53 time: 0.224 data_time: 0.023 memory: 6238 grad_norm: 5.8232 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4695 loss: 2.4695 2022/06/27 20:15:47 - mmengine - INFO - Epoch(train) [10][2220/3757] lr: 1.000e-02 eta: 1 day, 1:00:47 time: 0.660 data_time: 0.012 memory: 6238 grad_norm: 5.6200 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2950 loss: 2.2950 2022/06/27 20:15:52 - mmengine - INFO - Epoch(train) [10][2240/3757] lr: 1.000e-02 eta: 1 day, 1:00:40 time: 0.221 data_time: 0.009 memory: 6238 grad_norm: 5.8956 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3897 loss: 2.3897 2022/06/27 20:15:58 - mmengine - INFO - Epoch(train) [10][2260/3757] lr: 1.000e-02 eta: 1 day, 1:00:38 time: 0.237 data_time: 0.009 memory: 6238 grad_norm: 6.0980 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0256 loss: 2.0256 2022/06/27 20:16:03 - mmengine - INFO - Epoch(train) [10][2280/3757] lr: 1.000e-02 eta: 1 day, 1:00:31 time: 0.591 data_time: 0.017 memory: 6238 grad_norm: 5.1597 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0735 loss: 2.0735 2022/06/27 20:16:08 - mmengine - INFO - Epoch(train) [10][2300/3757] lr: 1.000e-02 eta: 1 day, 1:00:22 time: 0.230 data_time: 0.021 memory: 6238 grad_norm: 5.7181 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2512 loss: 2.2512 2022/06/27 20:16:14 - mmengine - INFO - Epoch(train) [10][2320/3757] lr: 1.000e-02 eta: 1 day, 1:00:21 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.8558 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0272 loss: 2.0272 2022/06/27 20:16:19 - mmengine - INFO - Epoch(train) [10][2340/3757] lr: 1.000e-02 eta: 1 day, 1:00:20 time: 1.185 data_time: 0.015 memory: 6238 grad_norm: 5.6371 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8260 loss: 2.8260 2022/06/27 20:16:24 - mmengine - INFO - Epoch(train) [10][2360/3757] lr: 1.000e-02 eta: 1 day, 1:00:10 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.7585 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9648 loss: 2.9648 2022/06/27 20:16:30 - mmengine - INFO - Epoch(train) [10][2380/3757] lr: 1.000e-02 eta: 1 day, 1:00:07 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.3963 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1914 loss: 2.1914 2022/06/27 20:16:35 - mmengine - INFO - Epoch(train) [10][2400/3757] lr: 1.000e-02 eta: 1 day, 1:00:01 time: 0.381 data_time: 0.015 memory: 6238 grad_norm: 5.5348 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9216 loss: 1.9216 2022/06/27 20:16:40 - mmengine - INFO - Epoch(train) [10][2420/3757] lr: 1.000e-02 eta: 1 day, 0:59:49 time: 0.239 data_time: 0.008 memory: 6238 grad_norm: 4.9069 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4983 loss: 2.4983 2022/06/27 20:16:45 - mmengine - INFO - Epoch(train) [10][2440/3757] lr: 1.000e-02 eta: 1 day, 0:59:42 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 5.5011 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3088 loss: 2.3088 2022/06/27 20:16:50 - mmengine - INFO - Epoch(train) [10][2460/3757] lr: 1.000e-02 eta: 1 day, 0:59:35 time: 0.238 data_time: 0.010 memory: 6238 grad_norm: 5.9564 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3177 loss: 2.3177 2022/06/27 20:16:55 - mmengine - INFO - Epoch(train) [10][2480/3757] lr: 1.000e-02 eta: 1 day, 0:59:27 time: 0.231 data_time: 0.006 memory: 6238 grad_norm: 5.6755 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6759 loss: 2.6759 2022/06/27 20:17:00 - mmengine - INFO - Epoch(train) [10][2500/3757] lr: 1.000e-02 eta: 1 day, 0:59:19 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.0830 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0167 loss: 2.0167 2022/06/27 20:17:06 - mmengine - INFO - Epoch(train) [10][2520/3757] lr: 1.000e-02 eta: 1 day, 0:59:20 time: 0.759 data_time: 0.007 memory: 6238 grad_norm: 5.2955 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1263 loss: 2.1263 2022/06/27 20:17:11 - mmengine - INFO - Epoch(train) [10][2540/3757] lr: 1.000e-02 eta: 1 day, 0:59:12 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.2143 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1974 loss: 2.1974 2022/06/27 20:17:17 - mmengine - INFO - Epoch(train) [10][2560/3757] lr: 1.000e-02 eta: 1 day, 0:59:15 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.3586 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3283 loss: 2.3283 2022/06/27 20:17:22 - mmengine - INFO - Epoch(train) [10][2580/3757] lr: 1.000e-02 eta: 1 day, 0:59:11 time: 0.912 data_time: 0.010 memory: 6238 grad_norm: 5.5227 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4761 loss: 2.4761 2022/06/27 20:17:27 - mmengine - INFO - Epoch(train) [10][2600/3757] lr: 1.000e-02 eta: 1 day, 0:59:01 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.3596 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3414 loss: 2.3414 2022/06/27 20:17:33 - mmengine - INFO - Epoch(train) [10][2620/3757] lr: 1.000e-02 eta: 1 day, 0:58:57 time: 0.246 data_time: 0.011 memory: 6238 grad_norm: 5.0308 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7065 loss: 2.7065 2022/06/27 20:17:38 - mmengine - INFO - Epoch(train) [10][2640/3757] lr: 1.000e-02 eta: 1 day, 0:58:51 time: 0.235 data_time: 0.017 memory: 6238 grad_norm: 5.7569 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5805 loss: 2.5805 2022/06/27 20:17:44 - mmengine - INFO - Epoch(train) [10][2660/3757] lr: 1.000e-02 eta: 1 day, 0:58:55 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 4.8994 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6893 loss: 2.6893 2022/06/27 20:17:49 - mmengine - INFO - Epoch(train) [10][2680/3757] lr: 1.000e-02 eta: 1 day, 0:58:43 time: 0.215 data_time: 0.008 memory: 6238 grad_norm: 6.3378 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0348 loss: 2.0348 2022/06/27 20:17:54 - mmengine - INFO - Epoch(train) [10][2700/3757] lr: 1.000e-02 eta: 1 day, 0:58:32 time: 0.222 data_time: 0.012 memory: 6238 grad_norm: 5.4321 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0356 loss: 2.0356 2022/06/27 20:17:59 - mmengine - INFO - Epoch(train) [10][2720/3757] lr: 1.000e-02 eta: 1 day, 0:58:30 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.6130 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5289 loss: 2.5289 2022/06/27 20:18:05 - mmengine - INFO - Epoch(train) [10][2740/3757] lr: 1.000e-02 eta: 1 day, 0:58:26 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.2297 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4365 loss: 2.4365 2022/06/27 20:18:10 - mmengine - INFO - Epoch(train) [10][2760/3757] lr: 1.000e-02 eta: 1 day, 0:58:20 time: 0.231 data_time: 0.019 memory: 6238 grad_norm: 6.1952 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1723 loss: 2.1723 2022/06/27 20:18:16 - mmengine - INFO - Epoch(train) [10][2780/3757] lr: 1.000e-02 eta: 1 day, 0:58:19 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.0333 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3547 loss: 2.3547 2022/06/27 20:18:21 - mmengine - INFO - Epoch(train) [10][2800/3757] lr: 1.000e-02 eta: 1 day, 0:58:13 time: 0.211 data_time: 0.007 memory: 6238 grad_norm: 5.5642 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1493 loss: 2.1493 2022/06/27 20:18:26 - mmengine - INFO - Epoch(train) [10][2820/3757] lr: 1.000e-02 eta: 1 day, 0:58:08 time: 0.239 data_time: 0.010 memory: 6238 grad_norm: 5.5832 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9540 loss: 1.9540 2022/06/27 20:18:32 - mmengine - INFO - Epoch(train) [10][2840/3757] lr: 1.000e-02 eta: 1 day, 0:58:02 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.0949 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9626 loss: 1.9626 2022/06/27 20:18:37 - mmengine - INFO - Epoch(train) [10][2860/3757] lr: 1.000e-02 eta: 1 day, 0:57:57 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.4260 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6629 loss: 2.6629 2022/06/27 20:18:42 - mmengine - INFO - Epoch(train) [10][2880/3757] lr: 1.000e-02 eta: 1 day, 0:57:50 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 6.3858 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2628 loss: 2.2628 2022/06/27 20:18:48 - mmengine - INFO - Epoch(train) [10][2900/3757] lr: 1.000e-02 eta: 1 day, 0:57:47 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 6.0277 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5110 loss: 2.5110 2022/06/27 20:18:53 - mmengine - INFO - Epoch(train) [10][2920/3757] lr: 1.000e-02 eta: 1 day, 0:57:40 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 5.2772 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6137 loss: 2.6137 2022/06/27 20:18:58 - mmengine - INFO - Epoch(train) [10][2940/3757] lr: 1.000e-02 eta: 1 day, 0:57:40 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.8299 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1676 loss: 2.1676 2022/06/27 20:19:05 - mmengine - INFO - Epoch(train) [10][2960/3757] lr: 1.000e-02 eta: 1 day, 0:57:43 time: 0.234 data_time: 0.013 memory: 6238 grad_norm: 5.8939 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2615 loss: 2.2615 2022/06/27 20:19:09 - mmengine - INFO - Epoch(train) [10][2980/3757] lr: 1.000e-02 eta: 1 day, 0:57:32 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.6515 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5257 loss: 2.5257 2022/06/27 20:19:14 - mmengine - INFO - Epoch(train) [10][3000/3757] lr: 1.000e-02 eta: 1 day, 0:57:19 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.3189 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1168 loss: 2.1168 2022/06/27 20:19:19 - mmengine - INFO - Epoch(train) [10][3020/3757] lr: 1.000e-02 eta: 1 day, 0:57:14 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 6.2338 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3184 loss: 2.3184 2022/06/27 20:19:24 - mmengine - INFO - Epoch(train) [10][3040/3757] lr: 1.000e-02 eta: 1 day, 0:57:07 time: 0.221 data_time: 0.014 memory: 6238 grad_norm: 5.8066 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4507 loss: 2.4507 2022/06/27 20:19:30 - mmengine - INFO - Epoch(train) [10][3060/3757] lr: 1.000e-02 eta: 1 day, 0:57:03 time: 0.222 data_time: 0.013 memory: 6238 grad_norm: 5.1538 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0904 loss: 2.0904 2022/06/27 20:19:36 - mmengine - INFO - Epoch(train) [10][3080/3757] lr: 1.000e-02 eta: 1 day, 0:57:02 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.3957 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1638 loss: 2.1638 2022/06/27 20:19:40 - mmengine - INFO - Epoch(train) [10][3100/3757] lr: 1.000e-02 eta: 1 day, 0:56:53 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 6.6064 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.8661 loss: 2.8661 2022/06/27 20:19:46 - mmengine - INFO - Epoch(train) [10][3120/3757] lr: 1.000e-02 eta: 1 day, 0:56:48 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 4.9850 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9343 loss: 1.9343 2022/06/27 20:19:51 - mmengine - INFO - Epoch(train) [10][3140/3757] lr: 1.000e-02 eta: 1 day, 0:56:44 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.7048 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2401 loss: 2.2401 2022/06/27 20:19:57 - mmengine - INFO - Epoch(train) [10][3160/3757] lr: 1.000e-02 eta: 1 day, 0:56:39 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.8391 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5703 loss: 2.5703 2022/06/27 20:20:02 - mmengine - INFO - Epoch(train) [10][3180/3757] lr: 1.000e-02 eta: 1 day, 0:56:36 time: 0.214 data_time: 0.006 memory: 6238 grad_norm: 5.4349 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3410 loss: 2.3410 2022/06/27 20:20:05 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:20:08 - mmengine - INFO - Epoch(train) [10][3200/3757] lr: 1.000e-02 eta: 1 day, 0:56:32 time: 0.219 data_time: 0.013 memory: 6238 grad_norm: 6.6683 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2743 loss: 2.2743 2022/06/27 20:20:13 - mmengine - INFO - Epoch(train) [10][3220/3757] lr: 1.000e-02 eta: 1 day, 0:56:30 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.3685 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4191 loss: 2.4191 2022/06/27 20:20:18 - mmengine - INFO - Epoch(train) [10][3240/3757] lr: 1.000e-02 eta: 1 day, 0:56:20 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.2345 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9903 loss: 1.9903 2022/06/27 20:20:24 - mmengine - INFO - Epoch(train) [10][3260/3757] lr: 1.000e-02 eta: 1 day, 0:56:17 time: 0.308 data_time: 0.035 memory: 6238 grad_norm: 5.1683 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3976 loss: 2.3976 2022/06/27 20:20:29 - mmengine - INFO - Epoch(train) [10][3280/3757] lr: 1.000e-02 eta: 1 day, 0:56:11 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.5950 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6115 loss: 2.6115 2022/06/27 20:20:34 - mmengine - INFO - Epoch(train) [10][3300/3757] lr: 1.000e-02 eta: 1 day, 0:56:09 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 6.0657 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5156 loss: 2.5156 2022/06/27 20:20:40 - mmengine - INFO - Epoch(train) [10][3320/3757] lr: 1.000e-02 eta: 1 day, 0:56:01 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.5530 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9909 loss: 1.9909 2022/06/27 20:20:45 - mmengine - INFO - Epoch(train) [10][3340/3757] lr: 1.000e-02 eta: 1 day, 0:56:01 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.4615 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5025 loss: 2.5025 2022/06/27 20:20:50 - mmengine - INFO - Epoch(train) [10][3360/3757] lr: 1.000e-02 eta: 1 day, 0:55:54 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 5.0490 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1923 loss: 2.1923 2022/06/27 20:20:55 - mmengine - INFO - Epoch(train) [10][3380/3757] lr: 1.000e-02 eta: 1 day, 0:55:46 time: 0.220 data_time: 0.015 memory: 6238 grad_norm: 5.4215 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3596 loss: 2.3596 2022/06/27 20:21:01 - mmengine - INFO - Epoch(train) [10][3400/3757] lr: 1.000e-02 eta: 1 day, 0:55:40 time: 0.232 data_time: 0.010 memory: 6238 grad_norm: 4.5745 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9944 loss: 1.9944 2022/06/27 20:21:06 - mmengine - INFO - Epoch(train) [10][3420/3757] lr: 1.000e-02 eta: 1 day, 0:55:34 time: 0.219 data_time: 0.014 memory: 6238 grad_norm: 5.3369 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3145 loss: 2.3145 2022/06/27 20:21:12 - mmengine - INFO - Epoch(train) [10][3440/3757] lr: 1.000e-02 eta: 1 day, 0:55:32 time: 0.235 data_time: 0.010 memory: 6238 grad_norm: 6.0289 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3023 loss: 2.3023 2022/06/27 20:21:17 - mmengine - INFO - Epoch(train) [10][3460/3757] lr: 1.000e-02 eta: 1 day, 0:55:29 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.6298 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1518 loss: 2.1518 2022/06/27 20:21:22 - mmengine - INFO - Epoch(train) [10][3480/3757] lr: 1.000e-02 eta: 1 day, 0:55:18 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.9962 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8229 loss: 2.8229 2022/06/27 20:21:27 - mmengine - INFO - Epoch(train) [10][3500/3757] lr: 1.000e-02 eta: 1 day, 0:55:15 time: 0.215 data_time: 0.008 memory: 6238 grad_norm: 5.3708 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4139 loss: 2.4139 2022/06/27 20:21:33 - mmengine - INFO - Epoch(train) [10][3520/3757] lr: 1.000e-02 eta: 1 day, 0:55:11 time: 0.227 data_time: 0.009 memory: 6238 grad_norm: 5.6967 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4477 loss: 2.4477 2022/06/27 20:21:38 - mmengine - INFO - Epoch(train) [10][3540/3757] lr: 1.000e-02 eta: 1 day, 0:55:04 time: 0.223 data_time: 0.014 memory: 6238 grad_norm: 5.9593 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7580 loss: 2.7580 2022/06/27 20:21:44 - mmengine - INFO - Epoch(train) [10][3560/3757] lr: 1.000e-02 eta: 1 day, 0:55:05 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.0363 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8813 loss: 2.8813 2022/06/27 20:21:49 - mmengine - INFO - Epoch(train) [10][3580/3757] lr: 1.000e-02 eta: 1 day, 0:54:54 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.7143 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4568 loss: 2.4568 2022/06/27 20:21:54 - mmengine - INFO - Epoch(train) [10][3600/3757] lr: 1.000e-02 eta: 1 day, 0:54:46 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 6.1558 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5055 loss: 2.5055 2022/06/27 20:21:59 - mmengine - INFO - Epoch(train) [10][3620/3757] lr: 1.000e-02 eta: 1 day, 0:54:41 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.5955 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.5031 loss: 2.5031 2022/06/27 20:22:05 - mmengine - INFO - Epoch(train) [10][3640/3757] lr: 1.000e-02 eta: 1 day, 0:54:42 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 4.9423 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0882 loss: 2.0882 2022/06/27 20:22:10 - mmengine - INFO - Epoch(train) [10][3660/3757] lr: 1.000e-02 eta: 1 day, 0:54:36 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.0982 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3116 loss: 2.3116 2022/06/27 20:22:16 - mmengine - INFO - Epoch(train) [10][3680/3757] lr: 1.000e-02 eta: 1 day, 0:54:33 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.5270 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4060 loss: 2.4060 2022/06/27 20:22:21 - mmengine - INFO - Epoch(train) [10][3700/3757] lr: 1.000e-02 eta: 1 day, 0:54:25 time: 0.217 data_time: 0.012 memory: 6238 grad_norm: 5.9634 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1027 loss: 2.1027 2022/06/27 20:22:27 - mmengine - INFO - Epoch(train) [10][3720/3757] lr: 1.000e-02 eta: 1 day, 0:54:27 time: 0.212 data_time: 0.009 memory: 6238 grad_norm: 5.4843 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3093 loss: 2.3093 2022/06/27 20:22:31 - mmengine - INFO - Epoch(train) [10][3740/3757] lr: 1.000e-02 eta: 1 day, 0:54:15 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.9074 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2535 loss: 2.2535 2022/06/27 20:22:35 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:22:35 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/06/27 20:22:46 - mmengine - INFO - Epoch(val) [10][20/310] eta: 0:01:28 time: 0.092 data_time: 0.005 memory: 6238 2022/06/27 20:22:52 - mmengine - INFO - Epoch(val) [10][40/310] eta: 0:01:18 time: 0.126 data_time: 0.044 memory: 1479 2022/06/27 20:22:55 - mmengine - INFO - Epoch(val) [10][60/310] eta: 0:00:26 time: 0.098 data_time: 0.008 memory: 1479 2022/06/27 20:23:02 - mmengine - INFO - Epoch(val) [10][80/310] eta: 0:01:13 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 20:23:08 - mmengine - INFO - Epoch(val) [10][100/310] eta: 0:01:01 time: 0.979 data_time: 0.891 memory: 1479 2022/06/27 20:23:11 - mmengine - INFO - Epoch(val) [10][120/310] eta: 0:00:32 time: 0.086 data_time: 0.004 memory: 1479 2022/06/27 20:23:18 - mmengine - INFO - Epoch(val) [10][140/310] eta: 0:00:50 time: 0.093 data_time: 0.005 memory: 1479 2022/06/27 20:23:23 - mmengine - INFO - Epoch(val) [10][160/310] eta: 0:00:46 time: 1.530 data_time: 1.447 memory: 1479 2022/06/27 20:23:28 - mmengine - INFO - Epoch(val) [10][180/310] eta: 0:00:35 time: 0.092 data_time: 0.008 memory: 1479 2022/06/27 20:23:33 - mmengine - INFO - Epoch(val) [10][200/310] eta: 0:00:27 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 20:23:38 - mmengine - INFO - Epoch(val) [10][220/310] eta: 0:00:23 time: 0.097 data_time: 0.004 memory: 1479 2022/06/27 20:23:42 - mmengine - INFO - Epoch(val) [10][240/310] eta: 0:00:15 time: 0.088 data_time: 0.007 memory: 1479 2022/06/27 20:23:48 - mmengine - INFO - Epoch(val) [10][260/310] eta: 0:00:15 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 20:23:54 - mmengine - INFO - Epoch(val) [10][280/310] eta: 0:00:09 time: 0.102 data_time: 0.009 memory: 1479 2022/06/27 20:23:57 - mmengine - INFO - Epoch(val) [10][300/310] eta: 0:00:01 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 20:23:59 - mmengine - INFO - Epoch(val) [10][310/310] acc/top1: 0.4992 acc/top5: 0.7585 acc/mean1: 0.4992 2022/06/27 20:24:07 - mmengine - INFO - Epoch(train) [11][20/3757] lr: 1.000e-02 eta: 1 day, 0:54:11 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.4109 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0344 loss: 2.0344 2022/06/27 20:24:13 - mmengine - INFO - Epoch(train) [11][40/3757] lr: 1.000e-02 eta: 1 day, 0:54:08 time: 0.233 data_time: 0.010 memory: 6238 grad_norm: 6.4419 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2929 loss: 2.2929 2022/06/27 20:24:18 - mmengine - INFO - Epoch(train) [11][60/3757] lr: 1.000e-02 eta: 1 day, 0:53:58 time: 0.212 data_time: 0.007 memory: 6238 grad_norm: 5.8232 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2167 loss: 2.2167 2022/06/27 20:24:23 - mmengine - INFO - Epoch(train) [11][80/3757] lr: 1.000e-02 eta: 1 day, 0:53:54 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.0848 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9914 loss: 1.9914 2022/06/27 20:24:29 - mmengine - INFO - Epoch(train) [11][100/3757] lr: 1.000e-02 eta: 1 day, 0:53:53 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.5144 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1114 loss: 2.1114 2022/06/27 20:24:34 - mmengine - INFO - Epoch(train) [11][120/3757] lr: 1.000e-02 eta: 1 day, 0:53:48 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 5.6165 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0781 loss: 2.0781 2022/06/27 20:24:39 - mmengine - INFO - Epoch(train) [11][140/3757] lr: 1.000e-02 eta: 1 day, 0:53:43 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.2171 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6613 loss: 1.6613 2022/06/27 20:24:45 - mmengine - INFO - Epoch(train) [11][160/3757] lr: 1.000e-02 eta: 1 day, 0:53:38 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.5090 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1202 loss: 2.1202 2022/06/27 20:24:50 - mmengine - INFO - Epoch(train) [11][180/3757] lr: 1.000e-02 eta: 1 day, 0:53:30 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.0502 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1419 loss: 2.1419 2022/06/27 20:24:55 - mmengine - INFO - Epoch(train) [11][200/3757] lr: 1.000e-02 eta: 1 day, 0:53:26 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.1269 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1155 loss: 2.1155 2022/06/27 20:25:01 - mmengine - INFO - Epoch(train) [11][220/3757] lr: 1.000e-02 eta: 1 day, 0:53:21 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.1352 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2704 loss: 2.2704 2022/06/27 20:25:06 - mmengine - INFO - Epoch(train) [11][240/3757] lr: 1.000e-02 eta: 1 day, 0:53:15 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.1954 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9661 loss: 1.9661 2022/06/27 20:25:11 - mmengine - INFO - Epoch(train) [11][260/3757] lr: 1.000e-02 eta: 1 day, 0:53:11 time: 0.232 data_time: 0.011 memory: 6238 grad_norm: 4.9976 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2513 loss: 2.2513 2022/06/27 20:25:17 - mmengine - INFO - Epoch(train) [11][280/3757] lr: 1.000e-02 eta: 1 day, 0:53:09 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 6.1358 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3909 loss: 2.3909 2022/06/27 20:25:22 - mmengine - INFO - Epoch(train) [11][300/3757] lr: 1.000e-02 eta: 1 day, 0:52:59 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.4997 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1477 loss: 2.1477 2022/06/27 20:25:27 - mmengine - INFO - Epoch(train) [11][320/3757] lr: 1.000e-02 eta: 1 day, 0:52:54 time: 0.215 data_time: 0.015 memory: 6238 grad_norm: 5.2034 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9952 loss: 1.9952 2022/06/27 20:25:33 - mmengine - INFO - Epoch(train) [11][340/3757] lr: 1.000e-02 eta: 1 day, 0:52:51 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.3350 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6448 loss: 1.6448 2022/06/27 20:25:38 - mmengine - INFO - Epoch(train) [11][360/3757] lr: 1.000e-02 eta: 1 day, 0:52:44 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 6.3118 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2852 loss: 2.2852 2022/06/27 20:25:43 - mmengine - INFO - Epoch(train) [11][380/3757] lr: 1.000e-02 eta: 1 day, 0:52:37 time: 0.224 data_time: 0.015 memory: 6238 grad_norm: 6.7441 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0706 loss: 2.0706 2022/06/27 20:25:49 - mmengine - INFO - Epoch(train) [11][400/3757] lr: 1.000e-02 eta: 1 day, 0:52:35 time: 0.242 data_time: 0.006 memory: 6238 grad_norm: 5.1556 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3578 loss: 2.3578 2022/06/27 20:25:54 - mmengine - INFO - Epoch(train) [11][420/3757] lr: 1.000e-02 eta: 1 day, 0:52:27 time: 0.233 data_time: 0.010 memory: 6238 grad_norm: 5.6334 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9828 loss: 1.9828 2022/06/27 20:25:56 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:25:59 - mmengine - INFO - Epoch(train) [11][440/3757] lr: 1.000e-02 eta: 1 day, 0:52:20 time: 0.218 data_time: 0.016 memory: 6238 grad_norm: 5.5611 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5226 loss: 2.5226 2022/06/27 20:26:04 - mmengine - INFO - Epoch(train) [11][460/3757] lr: 1.000e-02 eta: 1 day, 0:52:16 time: 0.238 data_time: 0.029 memory: 6238 grad_norm: 5.2449 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6077 loss: 2.6077 2022/06/27 20:26:09 - mmengine - INFO - Epoch(train) [11][480/3757] lr: 1.000e-02 eta: 1 day, 0:52:11 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.9822 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0788 loss: 2.0788 2022/06/27 20:26:15 - mmengine - INFO - Epoch(train) [11][500/3757] lr: 1.000e-02 eta: 1 day, 0:52:07 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.7631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0706 loss: 2.0706 2022/06/27 20:26:20 - mmengine - INFO - Epoch(train) [11][520/3757] lr: 1.000e-02 eta: 1 day, 0:51:59 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.3725 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7187 loss: 2.7187 2022/06/27 20:26:25 - mmengine - INFO - Epoch(train) [11][540/3757] lr: 1.000e-02 eta: 1 day, 0:51:54 time: 0.223 data_time: 0.021 memory: 6238 grad_norm: 5.2460 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2223 loss: 2.2223 2022/06/27 20:26:30 - mmengine - INFO - Epoch(train) [11][560/3757] lr: 1.000e-02 eta: 1 day, 0:51:47 time: 0.229 data_time: 0.023 memory: 6238 grad_norm: 5.7213 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0494 loss: 2.0494 2022/06/27 20:26:36 - mmengine - INFO - Epoch(train) [11][580/3757] lr: 1.000e-02 eta: 1 day, 0:51:41 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.7665 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9713 loss: 1.9713 2022/06/27 20:26:41 - mmengine - INFO - Epoch(train) [11][600/3757] lr: 1.000e-02 eta: 1 day, 0:51:32 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.0356 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0875 loss: 2.0875 2022/06/27 20:26:46 - mmengine - INFO - Epoch(train) [11][620/3757] lr: 1.000e-02 eta: 1 day, 0:51:32 time: 0.221 data_time: 0.015 memory: 6238 grad_norm: 6.0104 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4299 loss: 2.4299 2022/06/27 20:26:52 - mmengine - INFO - Epoch(train) [11][640/3757] lr: 1.000e-02 eta: 1 day, 0:51:26 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.9300 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4311 loss: 2.4311 2022/06/27 20:26:56 - mmengine - INFO - Epoch(train) [11][660/3757] lr: 1.000e-02 eta: 1 day, 0:51:17 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.4983 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3162 loss: 2.3162 2022/06/27 20:27:02 - mmengine - INFO - Epoch(train) [11][680/3757] lr: 1.000e-02 eta: 1 day, 0:51:09 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.0043 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3756 loss: 2.3756 2022/06/27 20:27:06 - mmengine - INFO - Epoch(train) [11][700/3757] lr: 1.000e-02 eta: 1 day, 0:51:01 time: 0.227 data_time: 0.016 memory: 6238 grad_norm: 4.6385 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3183 loss: 2.3183 2022/06/27 20:27:12 - mmengine - INFO - Epoch(train) [11][720/3757] lr: 1.000e-02 eta: 1 day, 0:50:53 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 4.9078 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2376 loss: 2.2376 2022/06/27 20:27:17 - mmengine - INFO - Epoch(train) [11][740/3757] lr: 1.000e-02 eta: 1 day, 0:50:47 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 6.2338 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9052 loss: 1.9052 2022/06/27 20:27:22 - mmengine - INFO - Epoch(train) [11][760/3757] lr: 1.000e-02 eta: 1 day, 0:50:43 time: 0.231 data_time: 0.016 memory: 6238 grad_norm: 5.7407 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5649 loss: 2.5649 2022/06/27 20:27:27 - mmengine - INFO - Epoch(train) [11][780/3757] lr: 1.000e-02 eta: 1 day, 0:50:35 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 6.0933 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0653 loss: 2.0653 2022/06/27 20:27:32 - mmengine - INFO - Epoch(train) [11][800/3757] lr: 1.000e-02 eta: 1 day, 0:50:28 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 5.4700 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5093 loss: 2.5093 2022/06/27 20:27:38 - mmengine - INFO - Epoch(train) [11][820/3757] lr: 1.000e-02 eta: 1 day, 0:50:22 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.4452 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0689 loss: 2.0689 2022/06/27 20:27:43 - mmengine - INFO - Epoch(train) [11][840/3757] lr: 1.000e-02 eta: 1 day, 0:50:16 time: 0.229 data_time: 0.009 memory: 6238 grad_norm: 4.9688 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1103 loss: 2.1103 2022/06/27 20:27:48 - mmengine - INFO - Epoch(train) [11][860/3757] lr: 1.000e-02 eta: 1 day, 0:50:10 time: 0.218 data_time: 0.014 memory: 6238 grad_norm: 6.1585 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8214 loss: 1.8214 2022/06/27 20:27:53 - mmengine - INFO - Epoch(train) [11][880/3757] lr: 1.000e-02 eta: 1 day, 0:50:06 time: 0.449 data_time: 0.008 memory: 6238 grad_norm: 5.8634 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4782 loss: 2.4782 2022/06/27 20:27:59 - mmengine - INFO - Epoch(train) [11][900/3757] lr: 1.000e-02 eta: 1 day, 0:50:02 time: 0.411 data_time: 0.006 memory: 6238 grad_norm: 6.4005 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5810 loss: 2.5810 2022/06/27 20:28:04 - mmengine - INFO - Epoch(train) [11][920/3757] lr: 1.000e-02 eta: 1 day, 0:49:55 time: 0.276 data_time: 0.010 memory: 6238 grad_norm: 5.7637 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1797 loss: 2.1797 2022/06/27 20:28:09 - mmengine - INFO - Epoch(train) [11][940/3757] lr: 1.000e-02 eta: 1 day, 0:49:50 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.6024 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1546 loss: 2.1546 2022/06/27 20:28:15 - mmengine - INFO - Epoch(train) [11][960/3757] lr: 1.000e-02 eta: 1 day, 0:49:46 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.4413 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1115 loss: 2.1115 2022/06/27 20:28:20 - mmengine - INFO - Epoch(train) [11][980/3757] lr: 1.000e-02 eta: 1 day, 0:49:40 time: 0.238 data_time: 0.012 memory: 6238 grad_norm: 6.4402 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2866 loss: 2.2866 2022/06/27 20:28:25 - mmengine - INFO - Epoch(train) [11][1000/3757] lr: 1.000e-02 eta: 1 day, 0:49:35 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.3699 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4095 loss: 2.4095 2022/06/27 20:28:31 - mmengine - INFO - Epoch(train) [11][1020/3757] lr: 1.000e-02 eta: 1 day, 0:49:30 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.3367 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9452 loss: 1.9452 2022/06/27 20:28:36 - mmengine - INFO - Epoch(train) [11][1040/3757] lr: 1.000e-02 eta: 1 day, 0:49:27 time: 0.235 data_time: 0.015 memory: 6238 grad_norm: 5.5286 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0241 loss: 2.0241 2022/06/27 20:28:41 - mmengine - INFO - Epoch(train) [11][1060/3757] lr: 1.000e-02 eta: 1 day, 0:49:19 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.4979 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2939 loss: 2.2939 2022/06/27 20:28:46 - mmengine - INFO - Epoch(train) [11][1080/3757] lr: 1.000e-02 eta: 1 day, 0:49:09 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.7119 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0811 loss: 2.0811 2022/06/27 20:28:52 - mmengine - INFO - Epoch(train) [11][1100/3757] lr: 1.000e-02 eta: 1 day, 0:49:06 time: 0.229 data_time: 0.025 memory: 6238 grad_norm: 4.7436 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1278 loss: 2.1278 2022/06/27 20:28:57 - mmengine - INFO - Epoch(train) [11][1120/3757] lr: 1.000e-02 eta: 1 day, 0:48:59 time: 0.271 data_time: 0.013 memory: 6238 grad_norm: 4.9878 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2470 loss: 2.2470 2022/06/27 20:29:02 - mmengine - INFO - Epoch(train) [11][1140/3757] lr: 1.000e-02 eta: 1 day, 0:48:58 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.2709 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1963 loss: 2.1963 2022/06/27 20:29:08 - mmengine - INFO - Epoch(train) [11][1160/3757] lr: 1.000e-02 eta: 1 day, 0:48:57 time: 0.239 data_time: 0.024 memory: 6238 grad_norm: 5.1637 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4383 loss: 2.4383 2022/06/27 20:29:13 - mmengine - INFO - Epoch(train) [11][1180/3757] lr: 1.000e-02 eta: 1 day, 0:48:49 time: 0.232 data_time: 0.009 memory: 6238 grad_norm: 4.9801 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8468 loss: 1.8468 2022/06/27 20:29:19 - mmengine - INFO - Epoch(train) [11][1200/3757] lr: 1.000e-02 eta: 1 day, 0:48:47 time: 0.233 data_time: 0.010 memory: 6238 grad_norm: 5.9867 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5512 loss: 2.5512 2022/06/27 20:29:24 - mmengine - INFO - Epoch(train) [11][1220/3757] lr: 1.000e-02 eta: 1 day, 0:48:38 time: 0.234 data_time: 0.013 memory: 6238 grad_norm: 5.9543 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4577 loss: 2.4577 2022/06/27 20:29:30 - mmengine - INFO - Epoch(train) [11][1240/3757] lr: 1.000e-02 eta: 1 day, 0:48:36 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.3510 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4186 loss: 2.4186 2022/06/27 20:29:35 - mmengine - INFO - Epoch(train) [11][1260/3757] lr: 1.000e-02 eta: 1 day, 0:48:35 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.0138 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1514 loss: 2.1514 2022/06/27 20:29:40 - mmengine - INFO - Epoch(train) [11][1280/3757] lr: 1.000e-02 eta: 1 day, 0:48:28 time: 0.263 data_time: 0.024 memory: 6238 grad_norm: 5.2352 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1299 loss: 2.1299 2022/06/27 20:29:46 - mmengine - INFO - Epoch(train) [11][1300/3757] lr: 1.000e-02 eta: 1 day, 0:48:22 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.9176 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3372 loss: 2.3372 2022/06/27 20:29:51 - mmengine - INFO - Epoch(train) [11][1320/3757] lr: 1.000e-02 eta: 1 day, 0:48:21 time: 0.256 data_time: 0.006 memory: 6238 grad_norm: 5.2951 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1577 loss: 2.1577 2022/06/27 20:29:57 - mmengine - INFO - Epoch(train) [11][1340/3757] lr: 1.000e-02 eta: 1 day, 0:48:17 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 5.5740 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0316 loss: 2.0316 2022/06/27 20:30:02 - mmengine - INFO - Epoch(train) [11][1360/3757] lr: 1.000e-02 eta: 1 day, 0:48:05 time: 0.219 data_time: 0.015 memory: 6238 grad_norm: 5.7386 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1732 loss: 2.1732 2022/06/27 20:30:07 - mmengine - INFO - Epoch(train) [11][1380/3757] lr: 1.000e-02 eta: 1 day, 0:48:01 time: 0.229 data_time: 0.010 memory: 6238 grad_norm: 5.5485 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9870 loss: 1.9870 2022/06/27 20:30:12 - mmengine - INFO - Epoch(train) [11][1400/3757] lr: 1.000e-02 eta: 1 day, 0:47:53 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.1286 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2455 loss: 2.2455 2022/06/27 20:30:18 - mmengine - INFO - Epoch(train) [11][1420/3757] lr: 1.000e-02 eta: 1 day, 0:47:50 time: 0.220 data_time: 0.016 memory: 6238 grad_norm: 5.5124 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4253 loss: 2.4253 2022/06/27 20:30:21 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:30:24 - mmengine - INFO - Epoch(train) [11][1440/3757] lr: 1.000e-02 eta: 1 day, 0:47:51 time: 0.228 data_time: 0.013 memory: 6238 grad_norm: 6.2684 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1045 loss: 2.1045 2022/06/27 20:30:28 - mmengine - INFO - Epoch(train) [11][1460/3757] lr: 1.000e-02 eta: 1 day, 0:47:40 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.2120 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5498 loss: 2.5498 2022/06/27 20:30:34 - mmengine - INFO - Epoch(train) [11][1480/3757] lr: 1.000e-02 eta: 1 day, 0:47:37 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.6629 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1885 loss: 2.1885 2022/06/27 20:30:39 - mmengine - INFO - Epoch(train) [11][1500/3757] lr: 1.000e-02 eta: 1 day, 0:47:32 time: 0.239 data_time: 0.006 memory: 6238 grad_norm: 5.6195 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2706 loss: 2.2706 2022/06/27 20:30:44 - mmengine - INFO - Epoch(train) [11][1520/3757] lr: 1.000e-02 eta: 1 day, 0:47:23 time: 0.222 data_time: 0.014 memory: 6238 grad_norm: 4.7633 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2680 loss: 2.2680 2022/06/27 20:30:49 - mmengine - INFO - Epoch(train) [11][1540/3757] lr: 1.000e-02 eta: 1 day, 0:47:16 time: 0.228 data_time: 0.012 memory: 6238 grad_norm: 5.7179 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2989 loss: 2.2989 2022/06/27 20:30:55 - mmengine - INFO - Epoch(train) [11][1560/3757] lr: 1.000e-02 eta: 1 day, 0:47:16 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.5760 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1944 loss: 2.1944 2022/06/27 20:31:00 - mmengine - INFO - Epoch(train) [11][1580/3757] lr: 1.000e-02 eta: 1 day, 0:47:09 time: 0.228 data_time: 0.023 memory: 6238 grad_norm: 5.2514 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5079 loss: 2.5079 2022/06/27 20:31:05 - mmengine - INFO - Epoch(train) [11][1600/3757] lr: 1.000e-02 eta: 1 day, 0:47:02 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.2450 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5887 loss: 2.5887 2022/06/27 20:31:11 - mmengine - INFO - Epoch(train) [11][1620/3757] lr: 1.000e-02 eta: 1 day, 0:46:59 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 5.7092 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0215 loss: 2.0215 2022/06/27 20:31:16 - mmengine - INFO - Epoch(train) [11][1640/3757] lr: 1.000e-02 eta: 1 day, 0:46:49 time: 0.225 data_time: 0.017 memory: 6238 grad_norm: 5.0171 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1668 loss: 2.1668 2022/06/27 20:31:21 - mmengine - INFO - Epoch(train) [11][1660/3757] lr: 1.000e-02 eta: 1 day, 0:46:47 time: 0.301 data_time: 0.010 memory: 6238 grad_norm: 5.4501 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2626 loss: 2.2626 2022/06/27 20:31:26 - mmengine - INFO - Epoch(train) [11][1680/3757] lr: 1.000e-02 eta: 1 day, 0:46:39 time: 0.213 data_time: 0.013 memory: 6238 grad_norm: 5.3108 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4076 loss: 2.4076 2022/06/27 20:31:31 - mmengine - INFO - Epoch(train) [11][1700/3757] lr: 1.000e-02 eta: 1 day, 0:46:32 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.5456 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4594 loss: 2.4594 2022/06/27 20:31:37 - mmengine - INFO - Epoch(train) [11][1720/3757] lr: 1.000e-02 eta: 1 day, 0:46:30 time: 0.241 data_time: 0.007 memory: 6238 grad_norm: 5.0515 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9609 loss: 1.9609 2022/06/27 20:31:42 - mmengine - INFO - Epoch(train) [11][1740/3757] lr: 1.000e-02 eta: 1 day, 0:46:25 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 4.6072 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9737 loss: 1.9737 2022/06/27 20:31:48 - mmengine - INFO - Epoch(train) [11][1760/3757] lr: 1.000e-02 eta: 1 day, 0:46:19 time: 0.242 data_time: 0.044 memory: 6238 grad_norm: 4.6797 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4132 loss: 2.4132 2022/06/27 20:31:53 - mmengine - INFO - Epoch(train) [11][1780/3757] lr: 1.000e-02 eta: 1 day, 0:46:15 time: 0.446 data_time: 0.007 memory: 6238 grad_norm: 4.6925 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2095 loss: 2.2095 2022/06/27 20:31:58 - mmengine - INFO - Epoch(train) [11][1800/3757] lr: 1.000e-02 eta: 1 day, 0:46:10 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 4.8739 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7825 loss: 1.7825 2022/06/27 20:32:04 - mmengine - INFO - Epoch(train) [11][1820/3757] lr: 1.000e-02 eta: 1 day, 0:46:06 time: 0.230 data_time: 0.022 memory: 6238 grad_norm: 5.7325 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1687 loss: 2.1687 2022/06/27 20:32:09 - mmengine - INFO - Epoch(train) [11][1840/3757] lr: 1.000e-02 eta: 1 day, 0:46:02 time: 0.453 data_time: 0.007 memory: 6238 grad_norm: 5.4379 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4512 loss: 2.4512 2022/06/27 20:32:15 - mmengine - INFO - Epoch(train) [11][1860/3757] lr: 1.000e-02 eta: 1 day, 0:45:57 time: 0.241 data_time: 0.010 memory: 6238 grad_norm: 6.1024 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1043 loss: 2.1043 2022/06/27 20:32:20 - mmengine - INFO - Epoch(train) [11][1880/3757] lr: 1.000e-02 eta: 1 day, 0:45:49 time: 0.234 data_time: 0.011 memory: 6238 grad_norm: 4.8710 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7071 loss: 1.7071 2022/06/27 20:32:25 - mmengine - INFO - Epoch(train) [11][1900/3757] lr: 1.000e-02 eta: 1 day, 0:45:45 time: 0.289 data_time: 0.010 memory: 6238 grad_norm: 6.0043 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3340 loss: 2.3340 2022/06/27 20:32:30 - mmengine - INFO - Epoch(train) [11][1920/3757] lr: 1.000e-02 eta: 1 day, 0:45:40 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 5.5113 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2975 loss: 2.2975 2022/06/27 20:32:36 - mmengine - INFO - Epoch(train) [11][1940/3757] lr: 1.000e-02 eta: 1 day, 0:45:37 time: 0.234 data_time: 0.014 memory: 6238 grad_norm: 5.4988 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4618 loss: 2.4618 2022/06/27 20:32:41 - mmengine - INFO - Epoch(train) [11][1960/3757] lr: 1.000e-02 eta: 1 day, 0:45:30 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.3613 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7298 loss: 2.7298 2022/06/27 20:32:47 - mmengine - INFO - Epoch(train) [11][1980/3757] lr: 1.000e-02 eta: 1 day, 0:45:25 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.4100 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3850 loss: 2.3850 2022/06/27 20:32:52 - mmengine - INFO - Epoch(train) [11][2000/3757] lr: 1.000e-02 eta: 1 day, 0:45:19 time: 0.246 data_time: 0.006 memory: 6238 grad_norm: 5.4102 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4146 loss: 2.4146 2022/06/27 20:32:57 - mmengine - INFO - Epoch(train) [11][2020/3757] lr: 1.000e-02 eta: 1 day, 0:45:17 time: 0.241 data_time: 0.006 memory: 6238 grad_norm: 5.3903 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2365 loss: 2.2365 2022/06/27 20:33:03 - mmengine - INFO - Epoch(train) [11][2040/3757] lr: 1.000e-02 eta: 1 day, 0:45:11 time: 0.214 data_time: 0.009 memory: 6238 grad_norm: 5.6648 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4004 loss: 2.4004 2022/06/27 20:33:08 - mmengine - INFO - Epoch(train) [11][2060/3757] lr: 1.000e-02 eta: 1 day, 0:45:07 time: 0.235 data_time: 0.006 memory: 6238 grad_norm: 5.9285 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3997 loss: 2.3997 2022/06/27 20:33:13 - mmengine - INFO - Epoch(train) [11][2080/3757] lr: 1.000e-02 eta: 1 day, 0:45:02 time: 0.541 data_time: 0.012 memory: 6238 grad_norm: 5.4031 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3101 loss: 2.3101 2022/06/27 20:33:19 - mmengine - INFO - Epoch(train) [11][2100/3757] lr: 1.000e-02 eta: 1 day, 0:44:57 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.0889 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1054 loss: 2.1054 2022/06/27 20:33:24 - mmengine - INFO - Epoch(train) [11][2120/3757] lr: 1.000e-02 eta: 1 day, 0:44:52 time: 0.231 data_time: 0.006 memory: 6238 grad_norm: 5.4090 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4871 loss: 2.4871 2022/06/27 20:33:29 - mmengine - INFO - Epoch(train) [11][2140/3757] lr: 1.000e-02 eta: 1 day, 0:44:46 time: 0.231 data_time: 0.016 memory: 6238 grad_norm: 5.0956 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3750 loss: 2.3750 2022/06/27 20:33:35 - mmengine - INFO - Epoch(train) [11][2160/3757] lr: 1.000e-02 eta: 1 day, 0:44:42 time: 0.284 data_time: 0.010 memory: 6238 grad_norm: 5.3767 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6133 loss: 2.6133 2022/06/27 20:33:40 - mmengine - INFO - Epoch(train) [11][2180/3757] lr: 1.000e-02 eta: 1 day, 0:44:34 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.5910 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0461 loss: 2.0461 2022/06/27 20:33:45 - mmengine - INFO - Epoch(train) [11][2200/3757] lr: 1.000e-02 eta: 1 day, 0:44:30 time: 0.245 data_time: 0.010 memory: 6238 grad_norm: 5.9545 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0304 loss: 2.0304 2022/06/27 20:33:51 - mmengine - INFO - Epoch(train) [11][2220/3757] lr: 1.000e-02 eta: 1 day, 0:44:28 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.9507 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0264 loss: 2.0264 2022/06/27 20:33:56 - mmengine - INFO - Epoch(train) [11][2240/3757] lr: 1.000e-02 eta: 1 day, 0:44:22 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.4088 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3824 loss: 2.3824 2022/06/27 20:34:01 - mmengine - INFO - Epoch(train) [11][2260/3757] lr: 1.000e-02 eta: 1 day, 0:44:12 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.6566 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3147 loss: 2.3147 2022/06/27 20:34:07 - mmengine - INFO - Epoch(train) [11][2280/3757] lr: 1.000e-02 eta: 1 day, 0:44:12 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.8254 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3723 loss: 2.3723 2022/06/27 20:34:12 - mmengine - INFO - Epoch(train) [11][2300/3757] lr: 1.000e-02 eta: 1 day, 0:44:00 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.0700 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8919 loss: 1.8919 2022/06/27 20:34:17 - mmengine - INFO - Epoch(train) [11][2320/3757] lr: 1.000e-02 eta: 1 day, 0:43:59 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.7859 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4038 loss: 2.4038 2022/06/27 20:34:22 - mmengine - INFO - Epoch(train) [11][2340/3757] lr: 1.000e-02 eta: 1 day, 0:43:49 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.7096 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3503 loss: 2.3503 2022/06/27 20:34:27 - mmengine - INFO - Epoch(train) [11][2360/3757] lr: 1.000e-02 eta: 1 day, 0:43:42 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.3126 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4333 loss: 2.4333 2022/06/27 20:34:32 - mmengine - INFO - Epoch(train) [11][2380/3757] lr: 1.000e-02 eta: 1 day, 0:43:38 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.8053 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5764 loss: 2.5764 2022/06/27 20:34:38 - mmengine - INFO - Epoch(train) [11][2400/3757] lr: 1.000e-02 eta: 1 day, 0:43:35 time: 0.240 data_time: 0.007 memory: 6238 grad_norm: 5.3679 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3207 loss: 2.3207 2022/06/27 20:34:43 - mmengine - INFO - Epoch(train) [11][2420/3757] lr: 1.000e-02 eta: 1 day, 0:43:24 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.6439 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0911 loss: 2.0911 2022/06/27 20:34:45 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:34:48 - mmengine - INFO - Epoch(train) [11][2440/3757] lr: 1.000e-02 eta: 1 day, 0:43:22 time: 0.249 data_time: 0.008 memory: 6238 grad_norm: 5.7897 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4141 loss: 2.4141 2022/06/27 20:34:53 - mmengine - INFO - Epoch(train) [11][2460/3757] lr: 1.000e-02 eta: 1 day, 0:43:14 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.4322 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0512 loss: 2.0512 2022/06/27 20:34:58 - mmengine - INFO - Epoch(train) [11][2480/3757] lr: 1.000e-02 eta: 1 day, 0:43:06 time: 0.238 data_time: 0.007 memory: 6238 grad_norm: 5.3511 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3257 loss: 2.3257 2022/06/27 20:35:04 - mmengine - INFO - Epoch(train) [11][2500/3757] lr: 1.000e-02 eta: 1 day, 0:43:02 time: 0.484 data_time: 0.011 memory: 6238 grad_norm: 4.6987 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0802 loss: 2.0802 2022/06/27 20:35:09 - mmengine - INFO - Epoch(train) [11][2520/3757] lr: 1.000e-02 eta: 1 day, 0:42:54 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 6.0237 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2495 loss: 2.2495 2022/06/27 20:35:14 - mmengine - INFO - Epoch(train) [11][2540/3757] lr: 1.000e-02 eta: 1 day, 0:42:47 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.5027 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8879 loss: 1.8879 2022/06/27 20:35:20 - mmengine - INFO - Epoch(train) [11][2560/3757] lr: 1.000e-02 eta: 1 day, 0:42:45 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.2741 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4203 loss: 2.4203 2022/06/27 20:35:25 - mmengine - INFO - Epoch(train) [11][2580/3757] lr: 1.000e-02 eta: 1 day, 0:42:40 time: 0.246 data_time: 0.008 memory: 6238 grad_norm: 6.3016 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1628 loss: 2.1628 2022/06/27 20:35:30 - mmengine - INFO - Epoch(train) [11][2600/3757] lr: 1.000e-02 eta: 1 day, 0:42:34 time: 0.245 data_time: 0.010 memory: 6238 grad_norm: 5.2346 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0732 loss: 2.0732 2022/06/27 20:35:36 - mmengine - INFO - Epoch(train) [11][2620/3757] lr: 1.000e-02 eta: 1 day, 0:42:29 time: 0.230 data_time: 0.023 memory: 6238 grad_norm: 6.1869 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5366 loss: 2.5366 2022/06/27 20:35:41 - mmengine - INFO - Epoch(train) [11][2640/3757] lr: 1.000e-02 eta: 1 day, 0:42:24 time: 0.221 data_time: 0.016 memory: 6238 grad_norm: 5.5467 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0076 loss: 2.0076 2022/06/27 20:35:46 - mmengine - INFO - Epoch(train) [11][2660/3757] lr: 1.000e-02 eta: 1 day, 0:42:20 time: 0.251 data_time: 0.011 memory: 6238 grad_norm: 5.4598 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9042 loss: 1.9042 2022/06/27 20:35:51 - mmengine - INFO - Epoch(train) [11][2680/3757] lr: 1.000e-02 eta: 1 day, 0:42:12 time: 0.227 data_time: 0.014 memory: 6238 grad_norm: 5.2909 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4340 loss: 2.4340 2022/06/27 20:35:57 - mmengine - INFO - Epoch(train) [11][2700/3757] lr: 1.000e-02 eta: 1 day, 0:42:12 time: 0.218 data_time: 0.016 memory: 6238 grad_norm: 5.4856 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0569 loss: 2.0569 2022/06/27 20:36:02 - mmengine - INFO - Epoch(train) [11][2720/3757] lr: 1.000e-02 eta: 1 day, 0:42:00 time: 0.229 data_time: 0.010 memory: 6238 grad_norm: 5.5102 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3138 loss: 2.3138 2022/06/27 20:36:07 - mmengine - INFO - Epoch(train) [11][2740/3757] lr: 1.000e-02 eta: 1 day, 0:41:52 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.7178 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8499 loss: 1.8499 2022/06/27 20:36:13 - mmengine - INFO - Epoch(train) [11][2760/3757] lr: 1.000e-02 eta: 1 day, 0:41:53 time: 0.228 data_time: 0.018 memory: 6238 grad_norm: 5.6191 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9818 loss: 1.9818 2022/06/27 20:36:18 - mmengine - INFO - Epoch(train) [11][2780/3757] lr: 1.000e-02 eta: 1 day, 0:41:48 time: 0.444 data_time: 0.012 memory: 6238 grad_norm: 5.8732 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8423 loss: 2.8423 2022/06/27 20:36:23 - mmengine - INFO - Epoch(train) [11][2800/3757] lr: 1.000e-02 eta: 1 day, 0:41:40 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.4758 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0976 loss: 2.0976 2022/06/27 20:36:29 - mmengine - INFO - Epoch(train) [11][2820/3757] lr: 1.000e-02 eta: 1 day, 0:41:36 time: 0.221 data_time: 0.018 memory: 6238 grad_norm: 5.2165 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5091 loss: 2.5091 2022/06/27 20:36:34 - mmengine - INFO - Epoch(train) [11][2840/3757] lr: 1.000e-02 eta: 1 day, 0:41:29 time: 0.674 data_time: 0.010 memory: 6238 grad_norm: 5.0672 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2210 loss: 2.2210 2022/06/27 20:36:38 - mmengine - INFO - Epoch(train) [11][2860/3757] lr: 1.000e-02 eta: 1 day, 0:41:20 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.4942 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1276 loss: 2.1276 2022/06/27 20:36:44 - mmengine - INFO - Epoch(train) [11][2880/3757] lr: 1.000e-02 eta: 1 day, 0:41:16 time: 0.219 data_time: 0.016 memory: 6238 grad_norm: 5.4585 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8803 loss: 1.8803 2022/06/27 20:36:49 - mmengine - INFO - Epoch(train) [11][2900/3757] lr: 1.000e-02 eta: 1 day, 0:41:09 time: 0.353 data_time: 0.009 memory: 6238 grad_norm: 5.0533 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1809 loss: 2.1809 2022/06/27 20:36:54 - mmengine - INFO - Epoch(train) [11][2920/3757] lr: 1.000e-02 eta: 1 day, 0:41:02 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 5.7355 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4650 loss: 2.4650 2022/06/27 20:36:59 - mmengine - INFO - Epoch(train) [11][2940/3757] lr: 1.000e-02 eta: 1 day, 0:40:55 time: 0.231 data_time: 0.029 memory: 6238 grad_norm: 4.9373 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5596 loss: 2.5596 2022/06/27 20:37:05 - mmengine - INFO - Epoch(train) [11][2960/3757] lr: 1.000e-02 eta: 1 day, 0:40:55 time: 0.492 data_time: 0.006 memory: 6238 grad_norm: 5.9370 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2006 loss: 2.2006 2022/06/27 20:37:10 - mmengine - INFO - Epoch(train) [11][2980/3757] lr: 1.000e-02 eta: 1 day, 0:40:47 time: 0.232 data_time: 0.015 memory: 6238 grad_norm: 6.1309 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5897 loss: 2.5897 2022/06/27 20:37:15 - mmengine - INFO - Epoch(train) [11][3000/3757] lr: 1.000e-02 eta: 1 day, 0:40:41 time: 0.216 data_time: 0.012 memory: 6238 grad_norm: 5.8504 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1376 loss: 2.1376 2022/06/27 20:37:21 - mmengine - INFO - Epoch(train) [11][3020/3757] lr: 1.000e-02 eta: 1 day, 0:40:36 time: 0.243 data_time: 0.006 memory: 6238 grad_norm: 5.6234 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5841 loss: 2.5841 2022/06/27 20:37:26 - mmengine - INFO - Epoch(train) [11][3040/3757] lr: 1.000e-02 eta: 1 day, 0:40:30 time: 0.235 data_time: 0.013 memory: 6238 grad_norm: 5.5083 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1967 loss: 2.1967 2022/06/27 20:37:31 - mmengine - INFO - Epoch(train) [11][3060/3757] lr: 1.000e-02 eta: 1 day, 0:40:25 time: 0.216 data_time: 0.012 memory: 6238 grad_norm: 5.3901 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1430 loss: 2.1430 2022/06/27 20:37:37 - mmengine - INFO - Epoch(train) [11][3080/3757] lr: 1.000e-02 eta: 1 day, 0:40:24 time: 0.241 data_time: 0.006 memory: 6238 grad_norm: 5.4153 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0569 loss: 2.0569 2022/06/27 20:37:42 - mmengine - INFO - Epoch(train) [11][3100/3757] lr: 1.000e-02 eta: 1 day, 0:40:13 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.1050 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4254 loss: 2.4254 2022/06/27 20:37:47 - mmengine - INFO - Epoch(train) [11][3120/3757] lr: 1.000e-02 eta: 1 day, 0:40:07 time: 0.223 data_time: 0.013 memory: 6238 grad_norm: 5.5364 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3929 loss: 2.3929 2022/06/27 20:37:53 - mmengine - INFO - Epoch(train) [11][3140/3757] lr: 1.000e-02 eta: 1 day, 0:40:04 time: 0.517 data_time: 0.006 memory: 6238 grad_norm: 5.2249 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3827 loss: 2.3827 2022/06/27 20:37:58 - mmengine - INFO - Epoch(train) [11][3160/3757] lr: 1.000e-02 eta: 1 day, 0:39:58 time: 0.228 data_time: 0.010 memory: 6238 grad_norm: 5.8090 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0760 loss: 2.0760 2022/06/27 20:38:03 - mmengine - INFO - Epoch(train) [11][3180/3757] lr: 1.000e-02 eta: 1 day, 0:39:52 time: 0.229 data_time: 0.013 memory: 6238 grad_norm: 5.3572 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0593 loss: 2.0593 2022/06/27 20:38:09 - mmengine - INFO - Epoch(train) [11][3200/3757] lr: 1.000e-02 eta: 1 day, 0:39:49 time: 0.679 data_time: 0.007 memory: 6238 grad_norm: 5.8300 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5411 loss: 2.5411 2022/06/27 20:38:13 - mmengine - INFO - Epoch(train) [11][3220/3757] lr: 1.000e-02 eta: 1 day, 0:39:37 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.2463 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2013 loss: 2.2013 2022/06/27 20:38:19 - mmengine - INFO - Epoch(train) [11][3240/3757] lr: 1.000e-02 eta: 1 day, 0:39:33 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 5.5751 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1174 loss: 2.1174 2022/06/27 20:38:24 - mmengine - INFO - Epoch(train) [11][3260/3757] lr: 1.000e-02 eta: 1 day, 0:39:30 time: 0.816 data_time: 0.009 memory: 6238 grad_norm: 5.2950 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2266 loss: 2.2266 2022/06/27 20:38:29 - mmengine - INFO - Epoch(train) [11][3280/3757] lr: 1.000e-02 eta: 1 day, 0:39:20 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6484 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3608 loss: 2.3608 2022/06/27 20:38:34 - mmengine - INFO - Epoch(train) [11][3300/3757] lr: 1.000e-02 eta: 1 day, 0:39:15 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.4192 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9553 loss: 1.9553 2022/06/27 20:38:40 - mmengine - INFO - Epoch(train) [11][3320/3757] lr: 1.000e-02 eta: 1 day, 0:39:13 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.9354 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2873 loss: 2.2873 2022/06/27 20:38:45 - mmengine - INFO - Epoch(train) [11][3340/3757] lr: 1.000e-02 eta: 1 day, 0:39:06 time: 0.290 data_time: 0.007 memory: 6238 grad_norm: 5.9309 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4096 loss: 2.4096 2022/06/27 20:38:51 - mmengine - INFO - Epoch(train) [11][3360/3757] lr: 1.000e-02 eta: 1 day, 0:39:03 time: 0.222 data_time: 0.009 memory: 6238 grad_norm: 5.4838 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5201 loss: 2.5201 2022/06/27 20:38:56 - mmengine - INFO - Epoch(train) [11][3380/3757] lr: 1.000e-02 eta: 1 day, 0:39:01 time: 0.855 data_time: 0.008 memory: 6238 grad_norm: 5.6816 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6123 loss: 2.6123 2022/06/27 20:39:01 - mmengine - INFO - Epoch(train) [11][3400/3757] lr: 1.000e-02 eta: 1 day, 0:38:55 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.0563 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8931 loss: 1.8931 2022/06/27 20:39:07 - mmengine - INFO - Epoch(train) [11][3420/3757] lr: 1.000e-02 eta: 1 day, 0:38:48 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 4.9854 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0362 loss: 2.0362 2022/06/27 20:39:09 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:39:12 - mmengine - INFO - Epoch(train) [11][3440/3757] lr: 1.000e-02 eta: 1 day, 0:38:40 time: 0.445 data_time: 0.009 memory: 6238 grad_norm: 5.7173 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1973 loss: 2.1973 2022/06/27 20:39:17 - mmengine - INFO - Epoch(train) [11][3460/3757] lr: 1.000e-02 eta: 1 day, 0:38:35 time: 0.686 data_time: 0.006 memory: 6238 grad_norm: 6.1695 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4762 loss: 2.4762 2022/06/27 20:39:22 - mmengine - INFO - Epoch(train) [11][3480/3757] lr: 1.000e-02 eta: 1 day, 0:38:29 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.7830 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0990 loss: 2.0990 2022/06/27 20:39:28 - mmengine - INFO - Epoch(train) [11][3500/3757] lr: 1.000e-02 eta: 1 day, 0:38:25 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.2678 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7093 loss: 1.7093 2022/06/27 20:39:33 - mmengine - INFO - Epoch(train) [11][3520/3757] lr: 1.000e-02 eta: 1 day, 0:38:23 time: 0.718 data_time: 0.012 memory: 6238 grad_norm: 4.9325 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4694 loss: 2.4694 2022/06/27 20:39:38 - mmengine - INFO - Epoch(train) [11][3540/3757] lr: 1.000e-02 eta: 1 day, 0:38:14 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.5040 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0757 loss: 2.0757 2022/06/27 20:39:44 - mmengine - INFO - Epoch(train) [11][3560/3757] lr: 1.000e-02 eta: 1 day, 0:38:12 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.3865 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8569 loss: 1.8569 2022/06/27 20:39:49 - mmengine - INFO - Epoch(train) [11][3580/3757] lr: 1.000e-02 eta: 1 day, 0:38:06 time: 0.682 data_time: 0.014 memory: 6238 grad_norm: 5.0621 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3481 loss: 2.3481 2022/06/27 20:39:54 - mmengine - INFO - Epoch(train) [11][3600/3757] lr: 1.000e-02 eta: 1 day, 0:37:59 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.0973 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4030 loss: 2.4030 2022/06/27 20:40:00 - mmengine - INFO - Epoch(train) [11][3620/3757] lr: 1.000e-02 eta: 1 day, 0:37:56 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.8567 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4307 loss: 2.4307 2022/06/27 20:40:06 - mmengine - INFO - Epoch(train) [11][3640/3757] lr: 1.000e-02 eta: 1 day, 0:37:57 time: 1.382 data_time: 0.017 memory: 6238 grad_norm: 5.1926 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8349 loss: 1.8349 2022/06/27 20:40:10 - mmengine - INFO - Epoch(train) [11][3660/3757] lr: 1.000e-02 eta: 1 day, 0:37:45 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.8813 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1213 loss: 2.1213 2022/06/27 20:40:15 - mmengine - INFO - Epoch(train) [11][3680/3757] lr: 1.000e-02 eta: 1 day, 0:37:34 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.7316 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4026 loss: 2.4026 2022/06/27 20:40:20 - mmengine - INFO - Epoch(train) [11][3700/3757] lr: 1.000e-02 eta: 1 day, 0:37:28 time: 0.224 data_time: 0.017 memory: 6238 grad_norm: 5.5186 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1152 loss: 2.1152 2022/06/27 20:40:26 - mmengine - INFO - Epoch(train) [11][3720/3757] lr: 1.000e-02 eta: 1 day, 0:37:27 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 5.2056 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0173 loss: 2.0173 2022/06/27 20:40:31 - mmengine - INFO - Epoch(train) [11][3740/3757] lr: 1.000e-02 eta: 1 day, 0:37:21 time: 0.412 data_time: 0.006 memory: 6238 grad_norm: 5.6408 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3859 loss: 2.3859 2022/06/27 20:40:35 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:40:42 - mmengine - INFO - Epoch(val) [11][20/310] eta: 0:01:28 time: 0.093 data_time: 0.005 memory: 6238 2022/06/27 20:40:48 - mmengine - INFO - Epoch(val) [11][40/310] eta: 0:01:15 time: 0.089 data_time: 0.007 memory: 1479 2022/06/27 20:40:51 - mmengine - INFO - Epoch(val) [11][60/310] eta: 0:00:23 time: 0.096 data_time: 0.009 memory: 1479 2022/06/27 20:40:57 - mmengine - INFO - Epoch(val) [11][80/310] eta: 0:01:12 time: 0.089 data_time: 0.005 memory: 1479 2022/06/27 20:41:03 - mmengine - INFO - Epoch(val) [11][100/310] eta: 0:00:59 time: 0.491 data_time: 0.408 memory: 1479 2022/06/27 20:41:07 - mmengine - INFO - Epoch(val) [11][120/310] eta: 0:00:21 time: 0.091 data_time: 0.009 memory: 1479 2022/06/27 20:41:13 - mmengine - INFO - Epoch(val) [11][140/310] eta: 0:00:53 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 20:41:20 - mmengine - INFO - Epoch(val) [11][160/310] eta: 0:00:46 time: 0.851 data_time: 0.764 memory: 1479 2022/06/27 20:41:24 - mmengine - INFO - Epoch(val) [11][180/310] eta: 0:00:23 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 20:41:29 - mmengine - INFO - Epoch(val) [11][200/310] eta: 0:00:31 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 20:41:35 - mmengine - INFO - Epoch(val) [11][220/310] eta: 0:00:26 time: 1.112 data_time: 0.995 memory: 1479 2022/06/27 20:41:39 - mmengine - INFO - Epoch(val) [11][240/310] eta: 0:00:14 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 20:41:45 - mmengine - INFO - Epoch(val) [11][260/310] eta: 0:00:15 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 20:41:51 - mmengine - INFO - Epoch(val) [11][280/310] eta: 0:00:09 time: 1.488 data_time: 1.401 memory: 1479 2022/06/27 20:41:55 - mmengine - INFO - Epoch(val) [11][300/310] eta: 0:00:02 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 20:41:58 - mmengine - INFO - Epoch(val) [11][310/310] acc/top1: 0.5082 acc/top5: 0.7679 acc/mean1: 0.5081 2022/06/27 20:42:07 - mmengine - INFO - Epoch(train) [12][20/3757] lr: 1.000e-02 eta: 1 day, 0:37:21 time: 0.216 data_time: 0.011 memory: 6238 grad_norm: 5.3006 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3401 loss: 2.3401 2022/06/27 20:42:12 - mmengine - INFO - Epoch(train) [12][40/3757] lr: 1.000e-02 eta: 1 day, 0:37:17 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.1382 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4564 loss: 2.4564 2022/06/27 20:42:17 - mmengine - INFO - Epoch(train) [12][60/3757] lr: 1.000e-02 eta: 1 day, 0:37:10 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.1463 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0842 loss: 2.0842 2022/06/27 20:42:22 - mmengine - INFO - Epoch(train) [12][80/3757] lr: 1.000e-02 eta: 1 day, 0:37:05 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.8764 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3667 loss: 2.3667 2022/06/27 20:42:28 - mmengine - INFO - Epoch(train) [12][100/3757] lr: 1.000e-02 eta: 1 day, 0:37:01 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 5.6158 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1946 loss: 2.1946 2022/06/27 20:42:33 - mmengine - INFO - Epoch(train) [12][120/3757] lr: 1.000e-02 eta: 1 day, 0:36:53 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.0200 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1075 loss: 2.1075 2022/06/27 20:42:39 - mmengine - INFO - Epoch(train) [12][140/3757] lr: 1.000e-02 eta: 1 day, 0:36:50 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.5889 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4289 loss: 2.4289 2022/06/27 20:42:44 - mmengine - INFO - Epoch(train) [12][160/3757] lr: 1.000e-02 eta: 1 day, 0:36:46 time: 0.214 data_time: 0.008 memory: 6238 grad_norm: 4.9079 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2350 loss: 2.2350 2022/06/27 20:42:49 - mmengine - INFO - Epoch(train) [12][180/3757] lr: 1.000e-02 eta: 1 day, 0:36:39 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.9546 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2789 loss: 2.2789 2022/06/27 20:42:55 - mmengine - INFO - Epoch(train) [12][200/3757] lr: 1.000e-02 eta: 1 day, 0:36:35 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 4.7004 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9412 loss: 1.9412 2022/06/27 20:43:00 - mmengine - INFO - Epoch(train) [12][220/3757] lr: 1.000e-02 eta: 1 day, 0:36:31 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.6652 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2787 loss: 2.2787 2022/06/27 20:43:05 - mmengine - INFO - Epoch(train) [12][240/3757] lr: 1.000e-02 eta: 1 day, 0:36:21 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.5859 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4678 loss: 2.4678 2022/06/27 20:43:10 - mmengine - INFO - Epoch(train) [12][260/3757] lr: 1.000e-02 eta: 1 day, 0:36:19 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 5.7620 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.2872 loss: 2.2872 2022/06/27 20:43:16 - mmengine - INFO - Epoch(train) [12][280/3757] lr: 1.000e-02 eta: 1 day, 0:36:14 time: 0.234 data_time: 0.006 memory: 6238 grad_norm: 6.3511 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1156 loss: 2.1156 2022/06/27 20:43:21 - mmengine - INFO - Epoch(train) [12][300/3757] lr: 1.000e-02 eta: 1 day, 0:36:04 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 4.6730 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1311 loss: 2.1311 2022/06/27 20:43:26 - mmengine - INFO - Epoch(train) [12][320/3757] lr: 1.000e-02 eta: 1 day, 0:36:00 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.8246 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0348 loss: 2.0348 2022/06/27 20:43:31 - mmengine - INFO - Epoch(train) [12][340/3757] lr: 1.000e-02 eta: 1 day, 0:35:54 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 4.9064 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8659 loss: 1.8659 2022/06/27 20:43:36 - mmengine - INFO - Epoch(train) [12][360/3757] lr: 1.000e-02 eta: 1 day, 0:35:46 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 6.7205 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1879 loss: 2.1879 2022/06/27 20:43:41 - mmengine - INFO - Epoch(train) [12][380/3757] lr: 1.000e-02 eta: 1 day, 0:35:40 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.3110 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1343 loss: 2.1343 2022/06/27 20:43:47 - mmengine - INFO - Epoch(train) [12][400/3757] lr: 1.000e-02 eta: 1 day, 0:35:34 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5475 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0507 loss: 2.0507 2022/06/27 20:43:52 - mmengine - INFO - Epoch(train) [12][420/3757] lr: 1.000e-02 eta: 1 day, 0:35:28 time: 0.225 data_time: 0.015 memory: 6238 grad_norm: 5.6894 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0761 loss: 2.0761 2022/06/27 20:43:57 - mmengine - INFO - Epoch(train) [12][440/3757] lr: 1.000e-02 eta: 1 day, 0:35:24 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.5371 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0860 loss: 2.0860 2022/06/27 20:44:03 - mmengine - INFO - Epoch(train) [12][460/3757] lr: 1.000e-02 eta: 1 day, 0:35:20 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 4.6698 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8616 loss: 1.8616 2022/06/27 20:44:08 - mmengine - INFO - Epoch(train) [12][480/3757] lr: 1.000e-02 eta: 1 day, 0:35:13 time: 0.225 data_time: 0.018 memory: 6238 grad_norm: 5.5769 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0654 loss: 2.0654 2022/06/27 20:44:13 - mmengine - INFO - Epoch(train) [12][500/3757] lr: 1.000e-02 eta: 1 day, 0:35:08 time: 0.220 data_time: 0.012 memory: 6238 grad_norm: 5.3985 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4216 loss: 2.4216 2022/06/27 20:44:19 - mmengine - INFO - Epoch(train) [12][520/3757] lr: 1.000e-02 eta: 1 day, 0:35:04 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 6.3719 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5867 loss: 2.5867 2022/06/27 20:44:24 - mmengine - INFO - Epoch(train) [12][540/3757] lr: 1.000e-02 eta: 1 day, 0:34:56 time: 0.237 data_time: 0.034 memory: 6238 grad_norm: 5.1995 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0765 loss: 2.0765 2022/06/27 20:44:29 - mmengine - INFO - Epoch(train) [12][560/3757] lr: 1.000e-02 eta: 1 day, 0:34:51 time: 0.224 data_time: 0.009 memory: 6238 grad_norm: 5.3698 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0082 loss: 2.0082 2022/06/27 20:44:34 - mmengine - INFO - Epoch(train) [12][580/3757] lr: 1.000e-02 eta: 1 day, 0:34:46 time: 0.236 data_time: 0.007 memory: 6238 grad_norm: 5.2022 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1622 loss: 2.1622 2022/06/27 20:44:39 - mmengine - INFO - Epoch(train) [12][600/3757] lr: 1.000e-02 eta: 1 day, 0:34:35 time: 0.219 data_time: 0.012 memory: 6238 grad_norm: 5.7853 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4373 loss: 2.4373 2022/06/27 20:44:44 - mmengine - INFO - Epoch(train) [12][620/3757] lr: 1.000e-02 eta: 1 day, 0:34:32 time: 0.217 data_time: 0.019 memory: 6238 grad_norm: 5.2219 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2307 loss: 2.2307 2022/06/27 20:44:50 - mmengine - INFO - Epoch(train) [12][640/3757] lr: 1.000e-02 eta: 1 day, 0:34:25 time: 0.214 data_time: 0.011 memory: 6238 grad_norm: 6.0442 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1455 loss: 2.1455 2022/06/27 20:44:55 - mmengine - INFO - Epoch(train) [12][660/3757] lr: 1.000e-02 eta: 1 day, 0:34:18 time: 0.217 data_time: 0.012 memory: 6238 grad_norm: 5.4912 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2527 loss: 2.2527 2022/06/27 20:44:59 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:45:00 - mmengine - INFO - Epoch(train) [12][680/3757] lr: 1.000e-02 eta: 1 day, 0:34:14 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 5.5097 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3391 loss: 2.3391 2022/06/27 20:45:06 - mmengine - INFO - Epoch(train) [12][700/3757] lr: 1.000e-02 eta: 1 day, 0:34:14 time: 0.543 data_time: 0.011 memory: 6238 grad_norm: 5.9000 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4781 loss: 2.4781 2022/06/27 20:45:11 - mmengine - INFO - Epoch(train) [12][720/3757] lr: 1.000e-02 eta: 1 day, 0:34:03 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.7966 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7421 loss: 2.7421 2022/06/27 20:45:16 - mmengine - INFO - Epoch(train) [12][740/3757] lr: 1.000e-02 eta: 1 day, 0:34:01 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.9902 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.3461 loss: 2.3461 2022/06/27 20:45:21 - mmengine - INFO - Epoch(train) [12][760/3757] lr: 1.000e-02 eta: 1 day, 0:33:52 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.4649 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8023 loss: 1.8023 2022/06/27 20:45:27 - mmengine - INFO - Epoch(train) [12][780/3757] lr: 1.000e-02 eta: 1 day, 0:33:46 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.6593 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1191 loss: 2.1191 2022/06/27 20:45:32 - mmengine - INFO - Epoch(train) [12][800/3757] lr: 1.000e-02 eta: 1 day, 0:33:38 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 6.0033 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1653 loss: 2.1653 2022/06/27 20:45:37 - mmengine - INFO - Epoch(train) [12][820/3757] lr: 1.000e-02 eta: 1 day, 0:33:32 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 6.0479 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4941 loss: 2.4941 2022/06/27 20:45:42 - mmengine - INFO - Epoch(train) [12][840/3757] lr: 1.000e-02 eta: 1 day, 0:33:25 time: 0.239 data_time: 0.006 memory: 6238 grad_norm: 6.3618 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9050 loss: 1.9050 2022/06/27 20:45:48 - mmengine - INFO - Epoch(train) [12][860/3757] lr: 1.000e-02 eta: 1 day, 0:33:25 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.9032 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9617 loss: 1.9617 2022/06/27 20:45:53 - mmengine - INFO - Epoch(train) [12][880/3757] lr: 1.000e-02 eta: 1 day, 0:33:20 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.9747 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8689 loss: 1.8689 2022/06/27 20:45:58 - mmengine - INFO - Epoch(train) [12][900/3757] lr: 1.000e-02 eta: 1 day, 0:33:13 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 4.9454 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9072 loss: 1.9072 2022/06/27 20:46:03 - mmengine - INFO - Epoch(train) [12][920/3757] lr: 1.000e-02 eta: 1 day, 0:33:06 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.8373 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4300 loss: 2.4300 2022/06/27 20:46:08 - mmengine - INFO - Epoch(train) [12][940/3757] lr: 1.000e-02 eta: 1 day, 0:33:00 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 6.0049 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9281 loss: 1.9281 2022/06/27 20:46:14 - mmengine - INFO - Epoch(train) [12][960/3757] lr: 1.000e-02 eta: 1 day, 0:32:55 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.7513 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5869 loss: 2.5869 2022/06/27 20:46:19 - mmengine - INFO - Epoch(train) [12][980/3757] lr: 1.000e-02 eta: 1 day, 0:32:47 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.5988 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1055 loss: 2.1055 2022/06/27 20:46:25 - mmengine - INFO - Epoch(train) [12][1000/3757] lr: 1.000e-02 eta: 1 day, 0:32:50 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.7525 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0993 loss: 2.0993 2022/06/27 20:46:30 - mmengine - INFO - Epoch(train) [12][1020/3757] lr: 1.000e-02 eta: 1 day, 0:32:40 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.4598 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2690 loss: 2.2690 2022/06/27 20:46:35 - mmengine - INFO - Epoch(train) [12][1040/3757] lr: 1.000e-02 eta: 1 day, 0:32:32 time: 0.219 data_time: 0.013 memory: 6238 grad_norm: 5.5002 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4928 loss: 2.4928 2022/06/27 20:46:40 - mmengine - INFO - Epoch(train) [12][1060/3757] lr: 1.000e-02 eta: 1 day, 0:32:26 time: 0.227 data_time: 0.012 memory: 6238 grad_norm: 5.3895 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8538 loss: 1.8538 2022/06/27 20:46:46 - mmengine - INFO - Epoch(train) [12][1080/3757] lr: 1.000e-02 eta: 1 day, 0:32:22 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 4.6616 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3769 loss: 2.3769 2022/06/27 20:46:50 - mmengine - INFO - Epoch(train) [12][1100/3757] lr: 1.000e-02 eta: 1 day, 0:32:13 time: 0.227 data_time: 0.022 memory: 6238 grad_norm: 5.3752 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1580 loss: 2.1580 2022/06/27 20:46:56 - mmengine - INFO - Epoch(train) [12][1120/3757] lr: 1.000e-02 eta: 1 day, 0:32:09 time: 0.323 data_time: 0.011 memory: 6238 grad_norm: 6.0556 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0512 loss: 2.0512 2022/06/27 20:47:01 - mmengine - INFO - Epoch(train) [12][1140/3757] lr: 1.000e-02 eta: 1 day, 0:32:07 time: 0.226 data_time: 0.012 memory: 6238 grad_norm: 5.2567 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5259 loss: 2.5259 2022/06/27 20:47:06 - mmengine - INFO - Epoch(train) [12][1160/3757] lr: 1.000e-02 eta: 1 day, 0:31:57 time: 0.227 data_time: 0.019 memory: 6238 grad_norm: 5.5467 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2545 loss: 2.2545 2022/06/27 20:47:12 - mmengine - INFO - Epoch(train) [12][1180/3757] lr: 1.000e-02 eta: 1 day, 0:31:52 time: 0.232 data_time: 0.010 memory: 6238 grad_norm: 5.2261 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3200 loss: 2.3200 2022/06/27 20:47:17 - mmengine - INFO - Epoch(train) [12][1200/3757] lr: 1.000e-02 eta: 1 day, 0:31:47 time: 0.224 data_time: 0.014 memory: 6238 grad_norm: 5.9508 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5131 loss: 2.5131 2022/06/27 20:47:22 - mmengine - INFO - Epoch(train) [12][1220/3757] lr: 1.000e-02 eta: 1 day, 0:31:39 time: 0.218 data_time: 0.018 memory: 6238 grad_norm: 6.1953 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3762 loss: 2.3762 2022/06/27 20:47:28 - mmengine - INFO - Epoch(train) [12][1240/3757] lr: 1.000e-02 eta: 1 day, 0:31:42 time: 0.230 data_time: 0.011 memory: 6238 grad_norm: 6.6271 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5553 loss: 2.5553 2022/06/27 20:47:33 - mmengine - INFO - Epoch(train) [12][1260/3757] lr: 1.000e-02 eta: 1 day, 0:31:30 time: 0.225 data_time: 0.012 memory: 6238 grad_norm: 5.7868 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.0835 loss: 2.0835 2022/06/27 20:47:38 - mmengine - INFO - Epoch(train) [12][1280/3757] lr: 1.000e-02 eta: 1 day, 0:31:25 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.9392 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0260 loss: 2.0260 2022/06/27 20:47:44 - mmengine - INFO - Epoch(train) [12][1300/3757] lr: 1.000e-02 eta: 1 day, 0:31:25 time: 0.826 data_time: 0.013 memory: 6238 grad_norm: 5.9618 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6458 loss: 2.6458 2022/06/27 20:47:49 - mmengine - INFO - Epoch(train) [12][1320/3757] lr: 1.000e-02 eta: 1 day, 0:31:18 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.9178 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9958 loss: 1.9958 2022/06/27 20:47:54 - mmengine - INFO - Epoch(train) [12][1340/3757] lr: 1.000e-02 eta: 1 day, 0:31:13 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.1732 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9022 loss: 1.9022 2022/06/27 20:48:00 - mmengine - INFO - Epoch(train) [12][1360/3757] lr: 1.000e-02 eta: 1 day, 0:31:09 time: 0.907 data_time: 0.009 memory: 6238 grad_norm: 5.5709 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8858 loss: 1.8858 2022/06/27 20:48:05 - mmengine - INFO - Epoch(train) [12][1380/3757] lr: 1.000e-02 eta: 1 day, 0:30:59 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 5.3375 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4723 loss: 2.4723 2022/06/27 20:48:10 - mmengine - INFO - Epoch(train) [12][1400/3757] lr: 1.000e-02 eta: 1 day, 0:30:52 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.3776 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8805 loss: 2.8805 2022/06/27 20:48:15 - mmengine - INFO - Epoch(train) [12][1420/3757] lr: 1.000e-02 eta: 1 day, 0:30:48 time: 0.271 data_time: 0.014 memory: 6238 grad_norm: 5.7027 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5363 loss: 2.5363 2022/06/27 20:48:21 - mmengine - INFO - Epoch(train) [12][1440/3757] lr: 1.000e-02 eta: 1 day, 0:30:43 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 6.4086 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3174 loss: 2.3174 2022/06/27 20:48:26 - mmengine - INFO - Epoch(train) [12][1460/3757] lr: 1.000e-02 eta: 1 day, 0:30:39 time: 0.329 data_time: 0.007 memory: 6238 grad_norm: 4.8188 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1220 loss: 2.1220 2022/06/27 20:48:32 - mmengine - INFO - Epoch(train) [12][1480/3757] lr: 1.000e-02 eta: 1 day, 0:30:37 time: 0.614 data_time: 0.013 memory: 6238 grad_norm: 5.4376 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3573 loss: 2.3573 2022/06/27 20:48:37 - mmengine - INFO - Epoch(train) [12][1500/3757] lr: 1.000e-02 eta: 1 day, 0:30:32 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.5953 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0539 loss: 2.0539 2022/06/27 20:48:42 - mmengine - INFO - Epoch(train) [12][1520/3757] lr: 1.000e-02 eta: 1 day, 0:30:27 time: 0.241 data_time: 0.007 memory: 6238 grad_norm: 5.4110 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5120 loss: 2.5120 2022/06/27 20:48:48 - mmengine - INFO - Epoch(train) [12][1540/3757] lr: 1.000e-02 eta: 1 day, 0:30:23 time: 0.238 data_time: 0.010 memory: 6238 grad_norm: 6.2734 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3509 loss: 2.3509 2022/06/27 20:48:53 - mmengine - INFO - Epoch(train) [12][1560/3757] lr: 1.000e-02 eta: 1 day, 0:30:16 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 5.7031 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0439 loss: 2.0439 2022/06/27 20:48:59 - mmengine - INFO - Epoch(train) [12][1580/3757] lr: 1.000e-02 eta: 1 day, 0:30:13 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.1540 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1799 loss: 2.1799 2022/06/27 20:49:04 - mmengine - INFO - Epoch(train) [12][1600/3757] lr: 1.000e-02 eta: 1 day, 0:30:11 time: 0.260 data_time: 0.013 memory: 6238 grad_norm: 6.4087 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.3825 loss: 2.3825 2022/06/27 20:49:09 - mmengine - INFO - Epoch(train) [12][1620/3757] lr: 1.000e-02 eta: 1 day, 0:30:03 time: 0.228 data_time: 0.014 memory: 6238 grad_norm: 6.2647 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4460 loss: 2.4460 2022/06/27 20:49:15 - mmengine - INFO - Epoch(train) [12][1640/3757] lr: 1.000e-02 eta: 1 day, 0:29:59 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.0077 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0736 loss: 2.0736 2022/06/27 20:49:20 - mmengine - INFO - Epoch(train) [12][1660/3757] lr: 1.000e-02 eta: 1 day, 0:29:56 time: 0.923 data_time: 0.010 memory: 6238 grad_norm: 5.3081 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1055 loss: 2.1055 2022/06/27 20:49:24 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:49:25 - mmengine - INFO - Epoch(train) [12][1680/3757] lr: 1.000e-02 eta: 1 day, 0:29:48 time: 0.259 data_time: 0.007 memory: 6238 grad_norm: 5.5653 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4568 loss: 2.4568 2022/06/27 20:49:31 - mmengine - INFO - Epoch(train) [12][1700/3757] lr: 1.000e-02 eta: 1 day, 0:29:43 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.5658 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1317 loss: 2.1317 2022/06/27 20:49:36 - mmengine - INFO - Epoch(train) [12][1720/3757] lr: 1.000e-02 eta: 1 day, 0:29:38 time: 0.685 data_time: 0.006 memory: 6238 grad_norm: 5.7014 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8212 loss: 1.8212 2022/06/27 20:49:41 - mmengine - INFO - Epoch(train) [12][1740/3757] lr: 1.000e-02 eta: 1 day, 0:29:30 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.9866 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5519 loss: 2.5519 2022/06/27 20:49:47 - mmengine - INFO - Epoch(train) [12][1760/3757] lr: 1.000e-02 eta: 1 day, 0:29:30 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.6605 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3077 loss: 2.3077 2022/06/27 20:49:52 - mmengine - INFO - Epoch(train) [12][1780/3757] lr: 1.000e-02 eta: 1 day, 0:29:24 time: 0.767 data_time: 0.016 memory: 6238 grad_norm: 5.6798 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6073 loss: 2.6073 2022/06/27 20:49:58 - mmengine - INFO - Epoch(train) [12][1800/3757] lr: 1.000e-02 eta: 1 day, 0:29:21 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.5652 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4415 loss: 2.4415 2022/06/27 20:50:03 - mmengine - INFO - Epoch(train) [12][1820/3757] lr: 1.000e-02 eta: 1 day, 0:29:14 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.2797 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3473 loss: 2.3473 2022/06/27 20:50:08 - mmengine - INFO - Epoch(train) [12][1840/3757] lr: 1.000e-02 eta: 1 day, 0:29:08 time: 0.262 data_time: 0.006 memory: 6238 grad_norm: 5.4730 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3805 loss: 2.3805 2022/06/27 20:50:13 - mmengine - INFO - Epoch(train) [12][1860/3757] lr: 1.000e-02 eta: 1 day, 0:28:56 time: 0.221 data_time: 0.013 memory: 6238 grad_norm: 5.1338 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1344 loss: 2.1344 2022/06/27 20:50:18 - mmengine - INFO - Epoch(train) [12][1880/3757] lr: 1.000e-02 eta: 1 day, 0:28:54 time: 0.217 data_time: 0.013 memory: 6238 grad_norm: 5.0352 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3288 loss: 2.3288 2022/06/27 20:50:24 - mmengine - INFO - Epoch(train) [12][1900/3757] lr: 1.000e-02 eta: 1 day, 0:28:53 time: 0.597 data_time: 0.007 memory: 6238 grad_norm: 5.7575 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5883 loss: 2.5883 2022/06/27 20:50:29 - mmengine - INFO - Epoch(train) [12][1920/3757] lr: 1.000e-02 eta: 1 day, 0:28:46 time: 0.226 data_time: 0.008 memory: 6238 grad_norm: 5.5683 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2943 loss: 2.2943 2022/06/27 20:50:35 - mmengine - INFO - Epoch(train) [12][1940/3757] lr: 1.000e-02 eta: 1 day, 0:28:41 time: 0.233 data_time: 0.013 memory: 6238 grad_norm: 5.4996 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3151 loss: 2.3151 2022/06/27 20:50:40 - mmengine - INFO - Epoch(train) [12][1960/3757] lr: 1.000e-02 eta: 1 day, 0:28:38 time: 0.873 data_time: 0.007 memory: 6238 grad_norm: 6.2076 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0106 loss: 2.0106 2022/06/27 20:50:45 - mmengine - INFO - Epoch(train) [12][1980/3757] lr: 1.000e-02 eta: 1 day, 0:28:31 time: 0.226 data_time: 0.008 memory: 6238 grad_norm: 5.6632 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1595 loss: 2.1595 2022/06/27 20:50:51 - mmengine - INFO - Epoch(train) [12][2000/3757] lr: 1.000e-02 eta: 1 day, 0:28:27 time: 0.235 data_time: 0.009 memory: 6238 grad_norm: 5.3631 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9458 loss: 1.9458 2022/06/27 20:50:57 - mmengine - INFO - Epoch(train) [12][2020/3757] lr: 1.000e-02 eta: 1 day, 0:28:27 time: 0.781 data_time: 0.006 memory: 6238 grad_norm: 5.5245 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9062 loss: 1.9062 2022/06/27 20:51:01 - mmengine - INFO - Epoch(train) [12][2040/3757] lr: 1.000e-02 eta: 1 day, 0:28:17 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.6182 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2487 loss: 2.2487 2022/06/27 20:51:07 - mmengine - INFO - Epoch(train) [12][2060/3757] lr: 1.000e-02 eta: 1 day, 0:28:13 time: 0.237 data_time: 0.012 memory: 6238 grad_norm: 5.8741 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5175 loss: 2.5175 2022/06/27 20:51:11 - mmengine - INFO - Epoch(train) [12][2080/3757] lr: 1.000e-02 eta: 1 day, 0:28:02 time: 0.234 data_time: 0.008 memory: 6238 grad_norm: 5.0744 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3791 loss: 2.3791 2022/06/27 20:51:16 - mmengine - INFO - Epoch(train) [12][2100/3757] lr: 1.000e-02 eta: 1 day, 0:27:53 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 6.7397 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0475 loss: 2.0475 2022/06/27 20:51:22 - mmengine - INFO - Epoch(train) [12][2120/3757] lr: 1.000e-02 eta: 1 day, 0:27:49 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 5.9258 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4180 loss: 2.4180 2022/06/27 20:51:27 - mmengine - INFO - Epoch(train) [12][2140/3757] lr: 1.000e-02 eta: 1 day, 0:27:46 time: 0.402 data_time: 0.007 memory: 6238 grad_norm: 5.5814 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2931 loss: 2.2931 2022/06/27 20:51:32 - mmengine - INFO - Epoch(train) [12][2160/3757] lr: 1.000e-02 eta: 1 day, 0:27:38 time: 0.233 data_time: 0.009 memory: 6238 grad_norm: 5.8600 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0344 loss: 2.0344 2022/06/27 20:51:38 - mmengine - INFO - Epoch(train) [12][2180/3757] lr: 1.000e-02 eta: 1 day, 0:27:33 time: 0.224 data_time: 0.014 memory: 6238 grad_norm: 4.9765 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2310 loss: 2.2310 2022/06/27 20:51:44 - mmengine - INFO - Epoch(train) [12][2200/3757] lr: 1.000e-02 eta: 1 day, 0:27:34 time: 0.766 data_time: 0.007 memory: 6238 grad_norm: 6.1584 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5701 loss: 2.5701 2022/06/27 20:51:49 - mmengine - INFO - Epoch(train) [12][2220/3757] lr: 1.000e-02 eta: 1 day, 0:27:27 time: 0.222 data_time: 0.024 memory: 6238 grad_norm: 5.3064 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9705 loss: 1.9705 2022/06/27 20:51:54 - mmengine - INFO - Epoch(train) [12][2240/3757] lr: 1.000e-02 eta: 1 day, 0:27:19 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.4112 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2261 loss: 2.2261 2022/06/27 20:51:59 - mmengine - INFO - Epoch(train) [12][2260/3757] lr: 1.000e-02 eta: 1 day, 0:27:17 time: 0.471 data_time: 0.007 memory: 6238 grad_norm: 5.8648 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5297 loss: 2.5297 2022/06/27 20:52:05 - mmengine - INFO - Epoch(train) [12][2280/3757] lr: 1.000e-02 eta: 1 day, 0:27:13 time: 0.636 data_time: 0.431 memory: 6238 grad_norm: 5.5543 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0113 loss: 2.0113 2022/06/27 20:52:10 - mmengine - INFO - Epoch(train) [12][2300/3757] lr: 1.000e-02 eta: 1 day, 0:27:06 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.5279 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1362 loss: 2.1362 2022/06/27 20:52:15 - mmengine - INFO - Epoch(train) [12][2320/3757] lr: 1.000e-02 eta: 1 day, 0:27:02 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 6.0898 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5367 loss: 2.5367 2022/06/27 20:52:21 - mmengine - INFO - Epoch(train) [12][2340/3757] lr: 1.000e-02 eta: 1 day, 0:27:00 time: 0.817 data_time: 0.619 memory: 6238 grad_norm: 4.9283 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4259 loss: 2.4259 2022/06/27 20:52:27 - mmengine - INFO - Epoch(train) [12][2360/3757] lr: 1.000e-02 eta: 1 day, 0:26:56 time: 0.260 data_time: 0.008 memory: 6238 grad_norm: 5.0941 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3018 loss: 2.3018 2022/06/27 20:52:32 - mmengine - INFO - Epoch(train) [12][2380/3757] lr: 1.000e-02 eta: 1 day, 0:26:48 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 4.5307 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0415 loss: 2.0415 2022/06/27 20:52:37 - mmengine - INFO - Epoch(train) [12][2400/3757] lr: 1.000e-02 eta: 1 day, 0:26:42 time: 0.355 data_time: 0.156 memory: 6238 grad_norm: 5.9467 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9913 loss: 1.9913 2022/06/27 20:52:42 - mmengine - INFO - Epoch(train) [12][2420/3757] lr: 1.000e-02 eta: 1 day, 0:26:36 time: 0.241 data_time: 0.007 memory: 6238 grad_norm: 5.2109 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8881 loss: 1.8881 2022/06/27 20:52:47 - mmengine - INFO - Epoch(train) [12][2440/3757] lr: 1.000e-02 eta: 1 day, 0:26:31 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.3438 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1986 loss: 2.1986 2022/06/27 20:52:53 - mmengine - INFO - Epoch(train) [12][2460/3757] lr: 1.000e-02 eta: 1 day, 0:26:25 time: 0.229 data_time: 0.027 memory: 6238 grad_norm: 5.4344 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5727 loss: 2.5727 2022/06/27 20:52:58 - mmengine - INFO - Epoch(train) [12][2480/3757] lr: 1.000e-02 eta: 1 day, 0:26:20 time: 0.249 data_time: 0.007 memory: 6238 grad_norm: 5.6634 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2634 loss: 2.2634 2022/06/27 20:53:03 - mmengine - INFO - Epoch(train) [12][2500/3757] lr: 1.000e-02 eta: 1 day, 0:26:14 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 5.9424 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5855 loss: 2.5855 2022/06/27 20:53:09 - mmengine - INFO - Epoch(train) [12][2520/3757] lr: 1.000e-02 eta: 1 day, 0:26:09 time: 0.232 data_time: 0.034 memory: 6238 grad_norm: 5.1328 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3435 loss: 2.3435 2022/06/27 20:53:14 - mmengine - INFO - Epoch(train) [12][2540/3757] lr: 1.000e-02 eta: 1 day, 0:26:03 time: 0.291 data_time: 0.018 memory: 6238 grad_norm: 5.8165 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3558 loss: 2.3558 2022/06/27 20:53:19 - mmengine - INFO - Epoch(train) [12][2560/3757] lr: 1.000e-02 eta: 1 day, 0:26:00 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.4886 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2090 loss: 2.2090 2022/06/27 20:53:25 - mmengine - INFO - Epoch(train) [12][2580/3757] lr: 1.000e-02 eta: 1 day, 0:25:56 time: 0.849 data_time: 0.652 memory: 6238 grad_norm: 6.4545 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9045 loss: 1.9045 2022/06/27 20:53:30 - mmengine - INFO - Epoch(train) [12][2600/3757] lr: 1.000e-02 eta: 1 day, 0:25:48 time: 0.226 data_time: 0.014 memory: 6238 grad_norm: 5.1976 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3108 loss: 2.3108 2022/06/27 20:53:36 - mmengine - INFO - Epoch(train) [12][2620/3757] lr: 1.000e-02 eta: 1 day, 0:25:46 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.8531 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1983 loss: 2.1983 2022/06/27 20:53:41 - mmengine - INFO - Epoch(train) [12][2640/3757] lr: 1.000e-02 eta: 1 day, 0:25:40 time: 0.625 data_time: 0.413 memory: 6238 grad_norm: 5.4879 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.8538 loss: 1.8538 2022/06/27 20:53:46 - mmengine - INFO - Epoch(train) [12][2660/3757] lr: 1.000e-02 eta: 1 day, 0:25:31 time: 0.247 data_time: 0.013 memory: 6238 grad_norm: 5.6848 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3639 loss: 2.3639 2022/06/27 20:53:49 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:53:51 - mmengine - INFO - Epoch(train) [12][2680/3757] lr: 1.000e-02 eta: 1 day, 0:25:28 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.7060 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1909 loss: 2.1909 2022/06/27 20:53:57 - mmengine - INFO - Epoch(train) [12][2700/3757] lr: 1.000e-02 eta: 1 day, 0:25:25 time: 0.640 data_time: 0.035 memory: 6238 grad_norm: 4.9881 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3657 loss: 2.3657 2022/06/27 20:54:02 - mmengine - INFO - Epoch(train) [12][2720/3757] lr: 1.000e-02 eta: 1 day, 0:25:17 time: 0.240 data_time: 0.017 memory: 6238 grad_norm: 4.7128 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1192 loss: 2.1192 2022/06/27 20:54:08 - mmengine - INFO - Epoch(train) [12][2740/3757] lr: 1.000e-02 eta: 1 day, 0:25:17 time: 0.236 data_time: 0.007 memory: 6238 grad_norm: 6.2020 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3473 loss: 2.3473 2022/06/27 20:54:13 - mmengine - INFO - Epoch(train) [12][2760/3757] lr: 1.000e-02 eta: 1 day, 0:25:09 time: 0.759 data_time: 0.020 memory: 6238 grad_norm: 4.9407 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0223 loss: 2.0223 2022/06/27 20:54:18 - mmengine - INFO - Epoch(train) [12][2780/3757] lr: 1.000e-02 eta: 1 day, 0:25:02 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 6.0757 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2920 loss: 2.2920 2022/06/27 20:54:23 - mmengine - INFO - Epoch(train) [12][2800/3757] lr: 1.000e-02 eta: 1 day, 0:24:59 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.0219 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1614 loss: 2.1614 2022/06/27 20:54:29 - mmengine - INFO - Epoch(train) [12][2820/3757] lr: 1.000e-02 eta: 1 day, 0:24:53 time: 0.230 data_time: 0.031 memory: 6238 grad_norm: 5.7278 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6593 loss: 2.6593 2022/06/27 20:54:34 - mmengine - INFO - Epoch(train) [12][2840/3757] lr: 1.000e-02 eta: 1 day, 0:24:49 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.8215 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4581 loss: 2.4581 2022/06/27 20:54:39 - mmengine - INFO - Epoch(train) [12][2860/3757] lr: 1.000e-02 eta: 1 day, 0:24:44 time: 0.308 data_time: 0.007 memory: 6238 grad_norm: 6.2832 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3219 loss: 2.3219 2022/06/27 20:54:45 - mmengine - INFO - Epoch(train) [12][2880/3757] lr: 1.000e-02 eta: 1 day, 0:24:38 time: 0.230 data_time: 0.031 memory: 6238 grad_norm: 5.1041 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1692 loss: 2.1692 2022/06/27 20:54:50 - mmengine - INFO - Epoch(train) [12][2900/3757] lr: 1.000e-02 eta: 1 day, 0:24:35 time: 0.498 data_time: 0.006 memory: 6238 grad_norm: 5.2291 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3690 loss: 2.3690 2022/06/27 20:54:55 - mmengine - INFO - Epoch(train) [12][2920/3757] lr: 1.000e-02 eta: 1 day, 0:24:27 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.3625 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1579 loss: 2.1579 2022/06/27 20:55:00 - mmengine - INFO - Epoch(train) [12][2940/3757] lr: 1.000e-02 eta: 1 day, 0:24:21 time: 0.231 data_time: 0.028 memory: 6238 grad_norm: 6.3245 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2925 loss: 2.2925 2022/06/27 20:55:06 - mmengine - INFO - Epoch(train) [12][2960/3757] lr: 1.000e-02 eta: 1 day, 0:24:17 time: 0.367 data_time: 0.007 memory: 6238 grad_norm: 5.1804 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2756 loss: 2.2756 2022/06/27 20:55:11 - mmengine - INFO - Epoch(train) [12][2980/3757] lr: 1.000e-02 eta: 1 day, 0:24:10 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.6647 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2749 loss: 2.2749 2022/06/27 20:55:16 - mmengine - INFO - Epoch(train) [12][3000/3757] lr: 1.000e-02 eta: 1 day, 0:24:05 time: 0.250 data_time: 0.045 memory: 6238 grad_norm: 5.5050 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2222 loss: 2.2222 2022/06/27 20:55:22 - mmengine - INFO - Epoch(train) [12][3020/3757] lr: 1.000e-02 eta: 1 day, 0:24:00 time: 0.291 data_time: 0.006 memory: 6238 grad_norm: 5.0911 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1862 loss: 2.1862 2022/06/27 20:55:27 - mmengine - INFO - Epoch(train) [12][3040/3757] lr: 1.000e-02 eta: 1 day, 0:23:55 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.2791 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1601 loss: 2.1601 2022/06/27 20:55:32 - mmengine - INFO - Epoch(train) [12][3060/3757] lr: 1.000e-02 eta: 1 day, 0:23:50 time: 0.232 data_time: 0.016 memory: 6238 grad_norm: 5.3032 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2426 loss: 2.2426 2022/06/27 20:55:38 - mmengine - INFO - Epoch(train) [12][3080/3757] lr: 1.000e-02 eta: 1 day, 0:23:48 time: 0.718 data_time: 0.007 memory: 6238 grad_norm: 6.2692 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1987 loss: 2.1987 2022/06/27 20:55:43 - mmengine - INFO - Epoch(train) [12][3100/3757] lr: 1.000e-02 eta: 1 day, 0:23:42 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 5.1640 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6967 loss: 1.6967 2022/06/27 20:55:49 - mmengine - INFO - Epoch(train) [12][3120/3757] lr: 1.000e-02 eta: 1 day, 0:23:36 time: 0.227 data_time: 0.020 memory: 6238 grad_norm: 5.3953 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2279 loss: 2.2279 2022/06/27 20:55:54 - mmengine - INFO - Epoch(train) [12][3140/3757] lr: 1.000e-02 eta: 1 day, 0:23:29 time: 0.318 data_time: 0.007 memory: 6238 grad_norm: 5.5274 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5035 loss: 2.5035 2022/06/27 20:55:59 - mmengine - INFO - Epoch(train) [12][3160/3757] lr: 1.000e-02 eta: 1 day, 0:23:24 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.8543 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2988 loss: 2.2988 2022/06/27 20:56:04 - mmengine - INFO - Epoch(train) [12][3180/3757] lr: 1.000e-02 eta: 1 day, 0:23:16 time: 0.229 data_time: 0.025 memory: 6238 grad_norm: 5.0190 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0031 loss: 2.0031 2022/06/27 20:56:09 - mmengine - INFO - Epoch(train) [12][3200/3757] lr: 1.000e-02 eta: 1 day, 0:23:12 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.5147 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3677 loss: 2.3677 2022/06/27 20:56:15 - mmengine - INFO - Epoch(train) [12][3220/3757] lr: 1.000e-02 eta: 1 day, 0:23:10 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 6.4075 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1720 loss: 2.1720 2022/06/27 20:56:20 - mmengine - INFO - Epoch(train) [12][3240/3757] lr: 1.000e-02 eta: 1 day, 0:23:03 time: 0.228 data_time: 0.015 memory: 6238 grad_norm: 5.2071 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7444 loss: 2.7444 2022/06/27 20:56:26 - mmengine - INFO - Epoch(train) [12][3260/3757] lr: 1.000e-02 eta: 1 day, 0:23:02 time: 0.292 data_time: 0.006 memory: 6238 grad_norm: 4.9492 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1332 loss: 2.1332 2022/06/27 20:56:31 - mmengine - INFO - Epoch(train) [12][3280/3757] lr: 1.000e-02 eta: 1 day, 0:22:54 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.1728 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3400 loss: 2.3400 2022/06/27 20:56:37 - mmengine - INFO - Epoch(train) [12][3300/3757] lr: 1.000e-02 eta: 1 day, 0:22:51 time: 0.247 data_time: 0.010 memory: 6238 grad_norm: 5.5917 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7901 loss: 2.7901 2022/06/27 20:56:42 - mmengine - INFO - Epoch(train) [12][3320/3757] lr: 1.000e-02 eta: 1 day, 0:22:44 time: 0.281 data_time: 0.007 memory: 6238 grad_norm: 5.1264 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1267 loss: 2.1267 2022/06/27 20:56:47 - mmengine - INFO - Epoch(train) [12][3340/3757] lr: 1.000e-02 eta: 1 day, 0:22:41 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.4044 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1916 loss: 2.1916 2022/06/27 20:56:52 - mmengine - INFO - Epoch(train) [12][3360/3757] lr: 1.000e-02 eta: 1 day, 0:22:33 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.0703 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2688 loss: 2.2688 2022/06/27 20:56:57 - mmengine - INFO - Epoch(train) [12][3380/3757] lr: 1.000e-02 eta: 1 day, 0:22:26 time: 0.231 data_time: 0.006 memory: 6238 grad_norm: 5.7942 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2993 loss: 2.2993 2022/06/27 20:57:03 - mmengine - INFO - Epoch(train) [12][3400/3757] lr: 1.000e-02 eta: 1 day, 0:22:21 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.8355 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3120 loss: 2.3120 2022/06/27 20:57:08 - mmengine - INFO - Epoch(train) [12][3420/3757] lr: 1.000e-02 eta: 1 day, 0:22:18 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.7969 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7843 loss: 2.7843 2022/06/27 20:57:13 - mmengine - INFO - Epoch(train) [12][3440/3757] lr: 1.000e-02 eta: 1 day, 0:22:08 time: 0.238 data_time: 0.007 memory: 6238 grad_norm: 5.1861 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3838 loss: 2.3838 2022/06/27 20:57:18 - mmengine - INFO - Epoch(train) [12][3460/3757] lr: 1.000e-02 eta: 1 day, 0:22:02 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 4.9203 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0504 loss: 2.0504 2022/06/27 20:57:23 - mmengine - INFO - Epoch(train) [12][3480/3757] lr: 1.000e-02 eta: 1 day, 0:21:54 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.3594 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0877 loss: 3.0877 2022/06/27 20:57:29 - mmengine - INFO - Epoch(train) [12][3500/3757] lr: 1.000e-02 eta: 1 day, 0:21:51 time: 0.240 data_time: 0.010 memory: 6238 grad_norm: 5.1091 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2381 loss: 2.2381 2022/06/27 20:57:34 - mmengine - INFO - Epoch(train) [12][3520/3757] lr: 1.000e-02 eta: 1 day, 0:21:48 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.4499 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8802 loss: 1.8802 2022/06/27 20:57:39 - mmengine - INFO - Epoch(train) [12][3540/3757] lr: 1.000e-02 eta: 1 day, 0:21:40 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 6.4236 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6664 loss: 2.6664 2022/06/27 20:57:45 - mmengine - INFO - Epoch(train) [12][3560/3757] lr: 1.000e-02 eta: 1 day, 0:21:38 time: 0.434 data_time: 0.006 memory: 6238 grad_norm: 6.0830 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3401 loss: 2.3401 2022/06/27 20:57:51 - mmengine - INFO - Epoch(train) [12][3580/3757] lr: 1.000e-02 eta: 1 day, 0:21:34 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.6142 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7788 loss: 2.7788 2022/06/27 20:57:56 - mmengine - INFO - Epoch(train) [12][3600/3757] lr: 1.000e-02 eta: 1 day, 0:21:28 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 6.4252 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2204 loss: 2.2204 2022/06/27 20:58:02 - mmengine - INFO - Epoch(train) [12][3620/3757] lr: 1.000e-02 eta: 1 day, 0:21:26 time: 0.240 data_time: 0.007 memory: 6238 grad_norm: 4.8453 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3340 loss: 2.3340 2022/06/27 20:58:07 - mmengine - INFO - Epoch(train) [12][3640/3757] lr: 1.000e-02 eta: 1 day, 0:21:22 time: 0.378 data_time: 0.042 memory: 6238 grad_norm: 5.3885 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5047 loss: 2.5047 2022/06/27 20:58:12 - mmengine - INFO - Epoch(train) [12][3660/3757] lr: 1.000e-02 eta: 1 day, 0:21:11 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.8327 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9883 loss: 1.9883 2022/06/27 20:58:15 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:58:17 - mmengine - INFO - Epoch(train) [12][3680/3757] lr: 1.000e-02 eta: 1 day, 0:21:06 time: 0.234 data_time: 0.006 memory: 6238 grad_norm: 6.3479 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3138 loss: 2.3138 2022/06/27 20:58:22 - mmengine - INFO - Epoch(train) [12][3700/3757] lr: 1.000e-02 eta: 1 day, 0:21:03 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 6.2104 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9484 loss: 1.9484 2022/06/27 20:58:28 - mmengine - INFO - Epoch(train) [12][3720/3757] lr: 1.000e-02 eta: 1 day, 0:20:58 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.8693 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1414 loss: 2.1414 2022/06/27 20:58:32 - mmengine - INFO - Epoch(train) [12][3740/3757] lr: 1.000e-02 eta: 1 day, 0:20:47 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.8710 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5360 loss: 2.5360 2022/06/27 20:58:36 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 20:58:43 - mmengine - INFO - Epoch(val) [12][20/310] eta: 0:01:26 time: 0.087 data_time: 0.006 memory: 6238 2022/06/27 20:58:49 - mmengine - INFO - Epoch(val) [12][40/310] eta: 0:01:15 time: 0.099 data_time: 0.005 memory: 1479 2022/06/27 20:58:53 - mmengine - INFO - Epoch(val) [12][60/310] eta: 0:00:28 time: 0.094 data_time: 0.005 memory: 1479 2022/06/27 20:58:59 - mmengine - INFO - Epoch(val) [12][80/310] eta: 0:01:12 time: 0.091 data_time: 0.010 memory: 1479 2022/06/27 20:59:05 - mmengine - INFO - Epoch(val) [12][100/310] eta: 0:01:03 time: 0.493 data_time: 0.394 memory: 1479 2022/06/27 20:59:09 - mmengine - INFO - Epoch(val) [12][120/310] eta: 0:00:39 time: 0.091 data_time: 0.008 memory: 1479 2022/06/27 20:59:15 - mmengine - INFO - Epoch(val) [12][140/310] eta: 0:00:51 time: 0.090 data_time: 0.005 memory: 1479 2022/06/27 20:59:21 - mmengine - INFO - Epoch(val) [12][160/310] eta: 0:00:46 time: 1.620 data_time: 1.526 memory: 1479 2022/06/27 20:59:25 - mmengine - INFO - Epoch(val) [12][180/310] eta: 0:00:41 time: 0.100 data_time: 0.008 memory: 1479 2022/06/27 20:59:31 - mmengine - INFO - Epoch(val) [12][200/310] eta: 0:00:31 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 20:59:36 - mmengine - INFO - Epoch(val) [12][220/310] eta: 0:00:25 time: 0.735 data_time: 0.638 memory: 1479 2022/06/27 20:59:40 - mmengine - INFO - Epoch(val) [12][240/310] eta: 0:00:18 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 20:59:46 - mmengine - INFO - Epoch(val) [12][260/310] eta: 0:00:15 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 20:59:52 - mmengine - INFO - Epoch(val) [12][280/310] eta: 0:00:08 time: 0.748 data_time: 0.654 memory: 1479 2022/06/27 20:59:56 - mmengine - INFO - Epoch(val) [12][300/310] eta: 0:00:02 time: 0.087 data_time: 0.004 memory: 1479 2022/06/27 20:59:59 - mmengine - INFO - Epoch(val) [12][310/310] acc/top1: 0.5220 acc/top5: 0.7752 acc/mean1: 0.5218 2022/06/27 21:00:07 - mmengine - INFO - Epoch(train) [13][20/3757] lr: 1.000e-02 eta: 1 day, 0:20:45 time: 0.229 data_time: 0.012 memory: 6238 grad_norm: 5.9184 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0329 loss: 2.0329 2022/06/27 21:00:13 - mmengine - INFO - Epoch(train) [13][40/3757] lr: 1.000e-02 eta: 1 day, 0:20:42 time: 0.225 data_time: 0.011 memory: 6238 grad_norm: 5.7738 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3129 loss: 2.3129 2022/06/27 21:00:18 - mmengine - INFO - Epoch(train) [13][60/3757] lr: 1.000e-02 eta: 1 day, 0:20:37 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.7806 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8908 loss: 1.8908 2022/06/27 21:00:24 - mmengine - INFO - Epoch(train) [13][80/3757] lr: 1.000e-02 eta: 1 day, 0:20:34 time: 0.234 data_time: 0.011 memory: 6238 grad_norm: 6.1038 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2151 loss: 2.2151 2022/06/27 21:00:29 - mmengine - INFO - Epoch(train) [13][100/3757] lr: 1.000e-02 eta: 1 day, 0:20:28 time: 0.228 data_time: 0.026 memory: 6238 grad_norm: 5.6634 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0385 loss: 2.0385 2022/06/27 21:00:34 - mmengine - INFO - Epoch(train) [13][120/3757] lr: 1.000e-02 eta: 1 day, 0:20:19 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.4808 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1754 loss: 2.1754 2022/06/27 21:00:39 - mmengine - INFO - Epoch(train) [13][140/3757] lr: 1.000e-02 eta: 1 day, 0:20:15 time: 0.225 data_time: 0.013 memory: 6238 grad_norm: 5.8946 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0491 loss: 2.0491 2022/06/27 21:00:45 - mmengine - INFO - Epoch(train) [13][160/3757] lr: 1.000e-02 eta: 1 day, 0:20:09 time: 0.234 data_time: 0.006 memory: 6238 grad_norm: 6.2469 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2110 loss: 2.2110 2022/06/27 21:00:50 - mmengine - INFO - Epoch(train) [13][180/3757] lr: 1.000e-02 eta: 1 day, 0:20:01 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.5786 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9187 loss: 1.9187 2022/06/27 21:00:55 - mmengine - INFO - Epoch(train) [13][200/3757] lr: 1.000e-02 eta: 1 day, 0:20:01 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.8419 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2747 loss: 2.2747 2022/06/27 21:01:01 - mmengine - INFO - Epoch(train) [13][220/3757] lr: 1.000e-02 eta: 1 day, 0:19:59 time: 0.235 data_time: 0.009 memory: 6238 grad_norm: 5.2351 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2677 loss: 2.2677 2022/06/27 21:01:06 - mmengine - INFO - Epoch(train) [13][240/3757] lr: 1.000e-02 eta: 1 day, 0:19:47 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.9052 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1706 loss: 2.1706 2022/06/27 21:01:11 - mmengine - INFO - Epoch(train) [13][260/3757] lr: 1.000e-02 eta: 1 day, 0:19:42 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 6.4523 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4915 loss: 2.4915 2022/06/27 21:01:17 - mmengine - INFO - Epoch(train) [13][280/3757] lr: 1.000e-02 eta: 1 day, 0:19:38 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.1103 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7900 loss: 2.7900 2022/06/27 21:01:21 - mmengine - INFO - Epoch(train) [13][300/3757] lr: 1.000e-02 eta: 1 day, 0:19:30 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 5.1675 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1702 loss: 2.1702 2022/06/27 21:01:27 - mmengine - INFO - Epoch(train) [13][320/3757] lr: 1.000e-02 eta: 1 day, 0:19:24 time: 0.220 data_time: 0.018 memory: 6238 grad_norm: 5.3721 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3237 loss: 2.3237 2022/06/27 21:01:32 - mmengine - INFO - Epoch(train) [13][340/3757] lr: 1.000e-02 eta: 1 day, 0:19:19 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.6710 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7927 loss: 2.7927 2022/06/27 21:01:37 - mmengine - INFO - Epoch(train) [13][360/3757] lr: 1.000e-02 eta: 1 day, 0:19:14 time: 0.394 data_time: 0.006 memory: 6238 grad_norm: 5.7768 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1081 loss: 2.1081 2022/06/27 21:01:43 - mmengine - INFO - Epoch(train) [13][380/3757] lr: 1.000e-02 eta: 1 day, 0:19:10 time: 0.219 data_time: 0.018 memory: 6238 grad_norm: 5.7268 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2831 loss: 2.2831 2022/06/27 21:01:48 - mmengine - INFO - Epoch(train) [13][400/3757] lr: 1.000e-02 eta: 1 day, 0:19:06 time: 0.228 data_time: 0.010 memory: 6238 grad_norm: 5.1312 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1006 loss: 2.1006 2022/06/27 21:01:53 - mmengine - INFO - Epoch(train) [13][420/3757] lr: 1.000e-02 eta: 1 day, 0:18:56 time: 0.224 data_time: 0.011 memory: 6238 grad_norm: 5.9356 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2326 loss: 2.2326 2022/06/27 21:01:58 - mmengine - INFO - Epoch(train) [13][440/3757] lr: 1.000e-02 eta: 1 day, 0:18:51 time: 0.223 data_time: 0.009 memory: 6238 grad_norm: 4.6707 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1127 loss: 2.1127 2022/06/27 21:02:03 - mmengine - INFO - Epoch(train) [13][460/3757] lr: 1.000e-02 eta: 1 day, 0:18:43 time: 0.220 data_time: 0.014 memory: 6238 grad_norm: 5.2840 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3290 loss: 2.3290 2022/06/27 21:02:08 - mmengine - INFO - Epoch(train) [13][480/3757] lr: 1.000e-02 eta: 1 day, 0:18:35 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.0542 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1909 loss: 2.1909 2022/06/27 21:02:13 - mmengine - INFO - Epoch(train) [13][500/3757] lr: 1.000e-02 eta: 1 day, 0:18:30 time: 0.449 data_time: 0.017 memory: 6238 grad_norm: 5.6238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9995 loss: 1.9995 2022/06/27 21:02:19 - mmengine - INFO - Epoch(train) [13][520/3757] lr: 1.000e-02 eta: 1 day, 0:18:25 time: 0.223 data_time: 0.016 memory: 6238 grad_norm: 5.2651 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4096 loss: 2.4096 2022/06/27 21:02:24 - mmengine - INFO - Epoch(train) [13][540/3757] lr: 1.000e-02 eta: 1 day, 0:18:17 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.0158 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2076 loss: 2.2076 2022/06/27 21:02:29 - mmengine - INFO - Epoch(train) [13][560/3757] lr: 1.000e-02 eta: 1 day, 0:18:13 time: 0.230 data_time: 0.016 memory: 6238 grad_norm: 5.6455 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2032 loss: 2.2032 2022/06/27 21:02:34 - mmengine - INFO - Epoch(train) [13][580/3757] lr: 1.000e-02 eta: 1 day, 0:18:06 time: 0.217 data_time: 0.013 memory: 6238 grad_norm: 5.4919 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5177 loss: 2.5177 2022/06/27 21:02:39 - mmengine - INFO - Epoch(train) [13][600/3757] lr: 1.000e-02 eta: 1 day, 0:17:58 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.8544 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5192 loss: 2.5192 2022/06/27 21:02:45 - mmengine - INFO - Epoch(train) [13][620/3757] lr: 1.000e-02 eta: 1 day, 0:17:53 time: 0.230 data_time: 0.024 memory: 6238 grad_norm: 5.5262 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9906 loss: 1.9906 2022/06/27 21:02:51 - mmengine - INFO - Epoch(train) [13][640/3757] lr: 1.000e-02 eta: 1 day, 0:17:52 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 4.8709 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9232 loss: 1.9232 2022/06/27 21:02:55 - mmengine - INFO - Epoch(train) [13][660/3757] lr: 1.000e-02 eta: 1 day, 0:17:43 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.1198 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8385 loss: 1.8385 2022/06/27 21:03:01 - mmengine - INFO - Epoch(train) [13][680/3757] lr: 1.000e-02 eta: 1 day, 0:17:40 time: 0.231 data_time: 0.033 memory: 6238 grad_norm: 5.7152 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3097 loss: 2.3097 2022/06/27 21:03:06 - mmengine - INFO - Epoch(train) [13][700/3757] lr: 1.000e-02 eta: 1 day, 0:17:35 time: 0.218 data_time: 0.012 memory: 6238 grad_norm: 6.8515 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0476 loss: 2.0476 2022/06/27 21:03:12 - mmengine - INFO - Epoch(train) [13][720/3757] lr: 1.000e-02 eta: 1 day, 0:17:29 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.0907 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3929 loss: 2.3929 2022/06/27 21:03:17 - mmengine - INFO - Epoch(train) [13][740/3757] lr: 1.000e-02 eta: 1 day, 0:17:25 time: 0.229 data_time: 0.025 memory: 6238 grad_norm: 6.2098 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7921 loss: 1.7921 2022/06/27 21:03:22 - mmengine - INFO - Epoch(train) [13][760/3757] lr: 1.000e-02 eta: 1 day, 0:17:18 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 6.2569 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9879 loss: 1.9879 2022/06/27 21:03:27 - mmengine - INFO - Epoch(train) [13][780/3757] lr: 1.000e-02 eta: 1 day, 0:17:11 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 6.2732 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1471 loss: 2.1471 2022/06/27 21:03:33 - mmengine - INFO - Epoch(train) [13][800/3757] lr: 1.000e-02 eta: 1 day, 0:17:08 time: 0.221 data_time: 0.012 memory: 6238 grad_norm: 5.9533 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1000 loss: 2.1000 2022/06/27 21:03:38 - mmengine - INFO - Epoch(train) [13][820/3757] lr: 1.000e-02 eta: 1 day, 0:17:03 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.2976 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2036 loss: 2.2036 2022/06/27 21:03:43 - mmengine - INFO - Epoch(train) [13][840/3757] lr: 1.000e-02 eta: 1 day, 0:16:57 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.4251 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9621 loss: 1.9621 2022/06/27 21:03:49 - mmengine - INFO - Epoch(train) [13][860/3757] lr: 1.000e-02 eta: 1 day, 0:16:53 time: 0.225 data_time: 0.012 memory: 6238 grad_norm: 5.6682 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5158 loss: 2.5158 2022/06/27 21:03:54 - mmengine - INFO - Epoch(train) [13][880/3757] lr: 1.000e-02 eta: 1 day, 0:16:49 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.5593 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0299 loss: 2.0299 2022/06/27 21:04:00 - mmengine - INFO - Epoch(train) [13][900/3757] lr: 1.000e-02 eta: 1 day, 0:16:43 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.5484 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2103 loss: 2.2103 2022/06/27 21:04:04 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:04:05 - mmengine - INFO - Epoch(train) [13][920/3757] lr: 1.000e-02 eta: 1 day, 0:16:39 time: 0.222 data_time: 0.016 memory: 6238 grad_norm: 6.2053 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8402 loss: 1.8402 2022/06/27 21:04:10 - mmengine - INFO - Epoch(train) [13][940/3757] lr: 1.000e-02 eta: 1 day, 0:16:35 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.3954 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4873 loss: 2.4873 2022/06/27 21:04:16 - mmengine - INFO - Epoch(train) [13][960/3757] lr: 1.000e-02 eta: 1 day, 0:16:31 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 5.6721 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4925 loss: 2.4925 2022/06/27 21:04:21 - mmengine - INFO - Epoch(train) [13][980/3757] lr: 1.000e-02 eta: 1 day, 0:16:26 time: 0.231 data_time: 0.023 memory: 6238 grad_norm: 5.3382 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5840 loss: 2.5840 2022/06/27 21:04:27 - mmengine - INFO - Epoch(train) [13][1000/3757] lr: 1.000e-02 eta: 1 day, 0:16:23 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.1292 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2638 loss: 2.2638 2022/06/27 21:04:32 - mmengine - INFO - Epoch(train) [13][1020/3757] lr: 1.000e-02 eta: 1 day, 0:16:17 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.7769 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9199 loss: 1.9199 2022/06/27 21:04:38 - mmengine - INFO - Epoch(train) [13][1040/3757] lr: 1.000e-02 eta: 1 day, 0:16:15 time: 0.234 data_time: 0.028 memory: 6238 grad_norm: 6.1529 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2191 loss: 2.2191 2022/06/27 21:04:42 - mmengine - INFO - Epoch(train) [13][1060/3757] lr: 1.000e-02 eta: 1 day, 0:16:04 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.2785 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4087 loss: 2.4087 2022/06/27 21:04:47 - mmengine - INFO - Epoch(train) [13][1080/3757] lr: 1.000e-02 eta: 1 day, 0:15:56 time: 0.208 data_time: 0.009 memory: 6238 grad_norm: 5.9518 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3341 loss: 2.3341 2022/06/27 21:04:53 - mmengine - INFO - Epoch(train) [13][1100/3757] lr: 1.000e-02 eta: 1 day, 0:15:51 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 4.6559 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4612 loss: 2.4612 2022/06/27 21:04:59 - mmengine - INFO - Epoch(train) [13][1120/3757] lr: 1.000e-02 eta: 1 day, 0:15:50 time: 0.221 data_time: 0.013 memory: 6238 grad_norm: 5.6809 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5502 loss: 2.5502 2022/06/27 21:05:03 - mmengine - INFO - Epoch(train) [13][1140/3757] lr: 1.000e-02 eta: 1 day, 0:15:40 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.7042 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3224 loss: 2.3224 2022/06/27 21:05:09 - mmengine - INFO - Epoch(train) [13][1160/3757] lr: 1.000e-02 eta: 1 day, 0:15:40 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.5199 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1666 loss: 2.1666 2022/06/27 21:05:15 - mmengine - INFO - Epoch(train) [13][1180/3757] lr: 1.000e-02 eta: 1 day, 0:15:36 time: 0.236 data_time: 0.013 memory: 6238 grad_norm: 5.4718 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4320 loss: 2.4320 2022/06/27 21:05:20 - mmengine - INFO - Epoch(train) [13][1200/3757] lr: 1.000e-02 eta: 1 day, 0:15:27 time: 0.233 data_time: 0.007 memory: 6238 grad_norm: 5.9996 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9586 loss: 1.9586 2022/06/27 21:05:25 - mmengine - INFO - Epoch(train) [13][1220/3757] lr: 1.000e-02 eta: 1 day, 0:15:23 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.1328 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1195 loss: 2.1195 2022/06/27 21:05:31 - mmengine - INFO - Epoch(train) [13][1240/3757] lr: 1.000e-02 eta: 1 day, 0:15:19 time: 0.242 data_time: 0.006 memory: 6238 grad_norm: 5.8391 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2154 loss: 2.2154 2022/06/27 21:05:35 - mmengine - INFO - Epoch(train) [13][1260/3757] lr: 1.000e-02 eta: 1 day, 0:15:11 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.0049 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0105 loss: 2.0105 2022/06/27 21:05:41 - mmengine - INFO - Epoch(train) [13][1280/3757] lr: 1.000e-02 eta: 1 day, 0:15:06 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.6803 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1652 loss: 2.1652 2022/06/27 21:05:46 - mmengine - INFO - Epoch(train) [13][1300/3757] lr: 1.000e-02 eta: 1 day, 0:15:02 time: 0.244 data_time: 0.009 memory: 6238 grad_norm: 5.8005 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3140 loss: 2.3140 2022/06/27 21:05:51 - mmengine - INFO - Epoch(train) [13][1320/3757] lr: 1.000e-02 eta: 1 day, 0:14:52 time: 0.296 data_time: 0.007 memory: 6238 grad_norm: 5.4779 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5289 loss: 2.5289 2022/06/27 21:05:56 - mmengine - INFO - Epoch(train) [13][1340/3757] lr: 1.000e-02 eta: 1 day, 0:14:46 time: 0.230 data_time: 0.010 memory: 6238 grad_norm: 6.6237 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8895 loss: 1.8895 2022/06/27 21:06:02 - mmengine - INFO - Epoch(train) [13][1360/3757] lr: 1.000e-02 eta: 1 day, 0:14:42 time: 0.224 data_time: 0.011 memory: 6238 grad_norm: 5.1598 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2117 loss: 2.2117 2022/06/27 21:06:07 - mmengine - INFO - Epoch(train) [13][1380/3757] lr: 1.000e-02 eta: 1 day, 0:14:38 time: 0.529 data_time: 0.007 memory: 6238 grad_norm: 5.8556 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3399 loss: 2.3399 2022/06/27 21:06:12 - mmengine - INFO - Epoch(train) [13][1400/3757] lr: 1.000e-02 eta: 1 day, 0:14:32 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.7985 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4964 loss: 2.4964 2022/06/27 21:06:18 - mmengine - INFO - Epoch(train) [13][1420/3757] lr: 1.000e-02 eta: 1 day, 0:14:30 time: 0.239 data_time: 0.007 memory: 6238 grad_norm: 6.2891 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.9788 loss: 1.9788 2022/06/27 21:06:23 - mmengine - INFO - Epoch(train) [13][1440/3757] lr: 1.000e-02 eta: 1 day, 0:14:22 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.9613 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0028 loss: 2.0028 2022/06/27 21:06:29 - mmengine - INFO - Epoch(train) [13][1460/3757] lr: 1.000e-02 eta: 1 day, 0:14:19 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 6.1702 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9308 loss: 2.9308 2022/06/27 21:06:34 - mmengine - INFO - Epoch(train) [13][1480/3757] lr: 1.000e-02 eta: 1 day, 0:14:16 time: 0.589 data_time: 0.007 memory: 6238 grad_norm: 5.8960 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5808 loss: 2.5808 2022/06/27 21:06:40 - mmengine - INFO - Epoch(train) [13][1500/3757] lr: 1.000e-02 eta: 1 day, 0:14:11 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5863 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2566 loss: 2.2566 2022/06/27 21:06:45 - mmengine - INFO - Epoch(train) [13][1520/3757] lr: 1.000e-02 eta: 1 day, 0:14:03 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.6266 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0094 loss: 2.0094 2022/06/27 21:06:50 - mmengine - INFO - Epoch(train) [13][1540/3757] lr: 1.000e-02 eta: 1 day, 0:14:01 time: 0.242 data_time: 0.008 memory: 6238 grad_norm: 5.4295 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3694 loss: 2.3694 2022/06/27 21:06:55 - mmengine - INFO - Epoch(train) [13][1560/3757] lr: 1.000e-02 eta: 1 day, 0:13:54 time: 0.246 data_time: 0.007 memory: 6238 grad_norm: 5.3296 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9756 loss: 1.9756 2022/06/27 21:07:01 - mmengine - INFO - Epoch(train) [13][1580/3757] lr: 1.000e-02 eta: 1 day, 0:13:51 time: 0.213 data_time: 0.009 memory: 6238 grad_norm: 5.2973 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2489 loss: 2.2489 2022/06/27 21:07:06 - mmengine - INFO - Epoch(train) [13][1600/3757] lr: 1.000e-02 eta: 1 day, 0:13:46 time: 0.475 data_time: 0.006 memory: 6238 grad_norm: 5.0182 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0881 loss: 2.0881 2022/06/27 21:07:12 - mmengine - INFO - Epoch(train) [13][1620/3757] lr: 1.000e-02 eta: 1 day, 0:13:42 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.8353 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4650 loss: 2.4650 2022/06/27 21:07:17 - mmengine - INFO - Epoch(train) [13][1640/3757] lr: 1.000e-02 eta: 1 day, 0:13:37 time: 0.248 data_time: 0.008 memory: 6238 grad_norm: 5.5215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7677 loss: 1.7677 2022/06/27 21:07:23 - mmengine - INFO - Epoch(train) [13][1660/3757] lr: 1.000e-02 eta: 1 day, 0:13:33 time: 0.259 data_time: 0.006 memory: 6238 grad_norm: 5.7134 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0150 loss: 2.0150 2022/06/27 21:07:28 - mmengine - INFO - Epoch(train) [13][1680/3757] lr: 1.000e-02 eta: 1 day, 0:13:26 time: 0.237 data_time: 0.007 memory: 6238 grad_norm: 5.7452 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3022 loss: 2.3022 2022/06/27 21:07:33 - mmengine - INFO - Epoch(train) [13][1700/3757] lr: 1.000e-02 eta: 1 day, 0:13:20 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.4531 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4762 loss: 2.4762 2022/06/27 21:07:38 - mmengine - INFO - Epoch(train) [13][1720/3757] lr: 1.000e-02 eta: 1 day, 0:13:16 time: 0.244 data_time: 0.006 memory: 6238 grad_norm: 5.6755 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4610 loss: 2.4610 2022/06/27 21:07:44 - mmengine - INFO - Epoch(train) [13][1740/3757] lr: 1.000e-02 eta: 1 day, 0:13:11 time: 0.370 data_time: 0.006 memory: 6238 grad_norm: 5.6216 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9801 loss: 1.9801 2022/06/27 21:07:50 - mmengine - INFO - Epoch(train) [13][1760/3757] lr: 1.000e-02 eta: 1 day, 0:13:08 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.8714 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2479 loss: 2.2479 2022/06/27 21:07:55 - mmengine - INFO - Epoch(train) [13][1780/3757] lr: 1.000e-02 eta: 1 day, 0:13:04 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 5.0055 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3818 loss: 2.3818 2022/06/27 21:08:00 - mmengine - INFO - Epoch(train) [13][1800/3757] lr: 1.000e-02 eta: 1 day, 0:12:57 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.5622 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0955 loss: 2.0955 2022/06/27 21:08:05 - mmengine - INFO - Epoch(train) [13][1820/3757] lr: 1.000e-02 eta: 1 day, 0:12:49 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 6.2151 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2503 loss: 2.2503 2022/06/27 21:08:11 - mmengine - INFO - Epoch(train) [13][1840/3757] lr: 1.000e-02 eta: 1 day, 0:12:48 time: 0.223 data_time: 0.015 memory: 6238 grad_norm: 4.6885 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2688 loss: 2.2688 2022/06/27 21:08:16 - mmengine - INFO - Epoch(train) [13][1860/3757] lr: 1.000e-02 eta: 1 day, 0:12:39 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.8263 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9862 loss: 1.9862 2022/06/27 21:08:21 - mmengine - INFO - Epoch(train) [13][1880/3757] lr: 1.000e-02 eta: 1 day, 0:12:35 time: 0.219 data_time: 0.009 memory: 6238 grad_norm: 5.2009 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8466 loss: 1.8466 2022/06/27 21:08:26 - mmengine - INFO - Epoch(train) [13][1900/3757] lr: 1.000e-02 eta: 1 day, 0:12:29 time: 0.221 data_time: 0.019 memory: 6238 grad_norm: 5.0401 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8718 loss: 1.8718 2022/06/27 21:08:30 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:08:31 - mmengine - INFO - Epoch(train) [13][1920/3757] lr: 1.000e-02 eta: 1 day, 0:12:22 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.3697 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5722 loss: 2.5722 2022/06/27 21:08:37 - mmengine - INFO - Epoch(train) [13][1940/3757] lr: 1.000e-02 eta: 1 day, 0:12:16 time: 0.217 data_time: 0.012 memory: 6238 grad_norm: 5.3075 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3078 loss: 2.3078 2022/06/27 21:08:42 - mmengine - INFO - Epoch(train) [13][1960/3757] lr: 1.000e-02 eta: 1 day, 0:12:11 time: 0.221 data_time: 0.009 memory: 6238 grad_norm: 5.4604 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0658 loss: 2.0658 2022/06/27 21:08:47 - mmengine - INFO - Epoch(train) [13][1980/3757] lr: 1.000e-02 eta: 1 day, 0:12:04 time: 0.235 data_time: 0.006 memory: 6238 grad_norm: 6.4411 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3333 loss: 2.3333 2022/06/27 21:08:52 - mmengine - INFO - Epoch(train) [13][2000/3757] lr: 1.000e-02 eta: 1 day, 0:12:00 time: 0.230 data_time: 0.008 memory: 6238 grad_norm: 6.1009 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2858 loss: 2.2858 2022/06/27 21:08:58 - mmengine - INFO - Epoch(train) [13][2020/3757] lr: 1.000e-02 eta: 1 day, 0:11:59 time: 0.362 data_time: 0.007 memory: 6238 grad_norm: 5.4957 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0901 loss: 2.0901 2022/06/27 21:09:03 - mmengine - INFO - Epoch(train) [13][2040/3757] lr: 1.000e-02 eta: 1 day, 0:11:50 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.2828 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5409 loss: 2.5409 2022/06/27 21:09:09 - mmengine - INFO - Epoch(train) [13][2060/3757] lr: 1.000e-02 eta: 1 day, 0:11:48 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 6.1053 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9885 loss: 1.9885 2022/06/27 21:09:14 - mmengine - INFO - Epoch(train) [13][2080/3757] lr: 1.000e-02 eta: 1 day, 0:11:43 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6922 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1547 loss: 2.1547 2022/06/27 21:09:19 - mmengine - INFO - Epoch(train) [13][2100/3757] lr: 1.000e-02 eta: 1 day, 0:11:36 time: 0.245 data_time: 0.007 memory: 6238 grad_norm: 5.7587 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5733 loss: 2.5733 2022/06/27 21:09:25 - mmengine - INFO - Epoch(train) [13][2120/3757] lr: 1.000e-02 eta: 1 day, 0:11:32 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 6.2365 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0126 loss: 2.0126 2022/06/27 21:09:30 - mmengine - INFO - Epoch(train) [13][2140/3757] lr: 1.000e-02 eta: 1 day, 0:11:27 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.8642 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0057 loss: 2.0057 2022/06/27 21:09:35 - mmengine - INFO - Epoch(train) [13][2160/3757] lr: 1.000e-02 eta: 1 day, 0:11:18 time: 0.226 data_time: 0.008 memory: 6238 grad_norm: 5.2954 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5200 loss: 2.5200 2022/06/27 21:09:41 - mmengine - INFO - Epoch(train) [13][2180/3757] lr: 1.000e-02 eta: 1 day, 0:11:14 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.0127 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1537 loss: 2.1537 2022/06/27 21:09:46 - mmengine - INFO - Epoch(train) [13][2200/3757] lr: 1.000e-02 eta: 1 day, 0:11:07 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.0630 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1152 loss: 2.1152 2022/06/27 21:09:51 - mmengine - INFO - Epoch(train) [13][2220/3757] lr: 1.000e-02 eta: 1 day, 0:11:03 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 4.8427 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3864 loss: 2.3864 2022/06/27 21:09:57 - mmengine - INFO - Epoch(train) [13][2240/3757] lr: 1.000e-02 eta: 1 day, 0:10:59 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.2877 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5863 loss: 2.5863 2022/06/27 21:10:02 - mmengine - INFO - Epoch(train) [13][2260/3757] lr: 1.000e-02 eta: 1 day, 0:10:53 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.8351 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1268 loss: 2.1268 2022/06/27 21:10:07 - mmengine - INFO - Epoch(train) [13][2280/3757] lr: 1.000e-02 eta: 1 day, 0:10:50 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.4540 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5308 loss: 2.5308 2022/06/27 21:10:13 - mmengine - INFO - Epoch(train) [13][2300/3757] lr: 1.000e-02 eta: 1 day, 0:10:46 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.4417 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2824 loss: 2.2824 2022/06/27 21:10:18 - mmengine - INFO - Epoch(train) [13][2320/3757] lr: 1.000e-02 eta: 1 day, 0:10:40 time: 0.285 data_time: 0.010 memory: 6238 grad_norm: 5.2942 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8776 loss: 1.8776 2022/06/27 21:10:23 - mmengine - INFO - Epoch(train) [13][2340/3757] lr: 1.000e-02 eta: 1 day, 0:10:33 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.6738 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1411 loss: 2.1411 2022/06/27 21:10:29 - mmengine - INFO - Epoch(train) [13][2360/3757] lr: 1.000e-02 eta: 1 day, 0:10:29 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.5433 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2925 loss: 2.2925 2022/06/27 21:10:34 - mmengine - INFO - Epoch(train) [13][2380/3757] lr: 1.000e-02 eta: 1 day, 0:10:24 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.3958 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5259 loss: 2.5259 2022/06/27 21:10:40 - mmengine - INFO - Epoch(train) [13][2400/3757] lr: 1.000e-02 eta: 1 day, 0:10:20 time: 0.237 data_time: 0.012 memory: 6238 grad_norm: 5.1768 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5399 loss: 2.5399 2022/06/27 21:10:44 - mmengine - INFO - Epoch(train) [13][2420/3757] lr: 1.000e-02 eta: 1 day, 0:10:12 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.0322 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3640 loss: 2.3640 2022/06/27 21:10:50 - mmengine - INFO - Epoch(train) [13][2440/3757] lr: 1.000e-02 eta: 1 day, 0:10:11 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.8931 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0673 loss: 2.0673 2022/06/27 21:10:55 - mmengine - INFO - Epoch(train) [13][2460/3757] lr: 1.000e-02 eta: 1 day, 0:10:03 time: 0.245 data_time: 0.006 memory: 6238 grad_norm: 5.1891 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2952 loss: 2.2952 2022/06/27 21:11:01 - mmengine - INFO - Epoch(train) [13][2480/3757] lr: 1.000e-02 eta: 1 day, 0:09:57 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.6535 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4393 loss: 2.4393 2022/06/27 21:11:06 - mmengine - INFO - Epoch(train) [13][2500/3757] lr: 1.000e-02 eta: 1 day, 0:09:53 time: 0.243 data_time: 0.007 memory: 6238 grad_norm: 5.5075 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3973 loss: 2.3973 2022/06/27 21:11:11 - mmengine - INFO - Epoch(train) [13][2520/3757] lr: 1.000e-02 eta: 1 day, 0:09:47 time: 0.519 data_time: 0.007 memory: 6238 grad_norm: 5.9526 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2841 loss: 2.2841 2022/06/27 21:11:17 - mmengine - INFO - Epoch(train) [13][2540/3757] lr: 1.000e-02 eta: 1 day, 0:09:44 time: 0.245 data_time: 0.007 memory: 6238 grad_norm: 5.3455 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3187 loss: 2.3187 2022/06/27 21:11:22 - mmengine - INFO - Epoch(train) [13][2560/3757] lr: 1.000e-02 eta: 1 day, 0:09:38 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.7235 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2473 loss: 2.2473 2022/06/27 21:11:28 - mmengine - INFO - Epoch(train) [13][2580/3757] lr: 1.000e-02 eta: 1 day, 0:09:34 time: 0.497 data_time: 0.010 memory: 6238 grad_norm: 5.5749 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1627 loss: 2.1627 2022/06/27 21:11:33 - mmengine - INFO - Epoch(train) [13][2600/3757] lr: 1.000e-02 eta: 1 day, 0:09:30 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.4993 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0008 loss: 2.0008 2022/06/27 21:11:38 - mmengine - INFO - Epoch(train) [13][2620/3757] lr: 1.000e-02 eta: 1 day, 0:09:26 time: 0.541 data_time: 0.006 memory: 6238 grad_norm: 5.3007 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3281 loss: 2.3281 2022/06/27 21:11:43 - mmengine - INFO - Epoch(train) [13][2640/3757] lr: 1.000e-02 eta: 1 day, 0:09:17 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.9471 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1121 loss: 2.1121 2022/06/27 21:11:49 - mmengine - INFO - Epoch(train) [13][2660/3757] lr: 1.000e-02 eta: 1 day, 0:09:14 time: 0.216 data_time: 0.011 memory: 6238 grad_norm: 5.1689 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2068 loss: 2.2068 2022/06/27 21:11:54 - mmengine - INFO - Epoch(train) [13][2680/3757] lr: 1.000e-02 eta: 1 day, 0:09:06 time: 0.452 data_time: 0.007 memory: 6238 grad_norm: 5.5871 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9880 loss: 1.9880 2022/06/27 21:11:59 - mmengine - INFO - Epoch(train) [13][2700/3757] lr: 1.000e-02 eta: 1 day, 0:09:01 time: 0.231 data_time: 0.009 memory: 6238 grad_norm: 5.9481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3833 loss: 2.3833 2022/06/27 21:12:05 - mmengine - INFO - Epoch(train) [13][2720/3757] lr: 1.000e-02 eta: 1 day, 0:08:56 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.7707 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3270 loss: 2.3270 2022/06/27 21:12:10 - mmengine - INFO - Epoch(train) [13][2740/3757] lr: 1.000e-02 eta: 1 day, 0:08:53 time: 0.246 data_time: 0.010 memory: 6238 grad_norm: 6.7527 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1529 loss: 2.1529 2022/06/27 21:12:15 - mmengine - INFO - Epoch(train) [13][2760/3757] lr: 1.000e-02 eta: 1 day, 0:08:45 time: 0.225 data_time: 0.011 memory: 6238 grad_norm: 5.5766 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7121 loss: 1.7121 2022/06/27 21:12:20 - mmengine - INFO - Epoch(train) [13][2780/3757] lr: 1.000e-02 eta: 1 day, 0:08:39 time: 0.214 data_time: 0.009 memory: 6238 grad_norm: 5.4180 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4405 loss: 2.4405 2022/06/27 21:12:25 - mmengine - INFO - Epoch(train) [13][2800/3757] lr: 1.000e-02 eta: 1 day, 0:08:33 time: 0.249 data_time: 0.006 memory: 6238 grad_norm: 5.9765 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9385 loss: 1.9385 2022/06/27 21:12:31 - mmengine - INFO - Epoch(train) [13][2820/3757] lr: 1.000e-02 eta: 1 day, 0:08:26 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 6.0301 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1977 loss: 2.1977 2022/06/27 21:12:36 - mmengine - INFO - Epoch(train) [13][2840/3757] lr: 1.000e-02 eta: 1 day, 0:08:23 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.1984 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9613 loss: 1.9613 2022/06/27 21:12:41 - mmengine - INFO - Epoch(train) [13][2860/3757] lr: 1.000e-02 eta: 1 day, 0:08:17 time: 0.233 data_time: 0.007 memory: 6238 grad_norm: 5.1925 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5508 loss: 2.5508 2022/06/27 21:12:46 - mmengine - INFO - Epoch(train) [13][2880/3757] lr: 1.000e-02 eta: 1 day, 0:08:09 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.9177 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3494 loss: 2.3494 2022/06/27 21:12:52 - mmengine - INFO - Epoch(train) [13][2900/3757] lr: 1.000e-02 eta: 1 day, 0:08:04 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.0697 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2999 loss: 2.2999 2022/06/27 21:12:56 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:12:57 - mmengine - INFO - Epoch(train) [13][2920/3757] lr: 1.000e-02 eta: 1 day, 0:08:02 time: 0.694 data_time: 0.012 memory: 6238 grad_norm: 5.5075 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3966 loss: 2.3966 2022/06/27 21:13:02 - mmengine - INFO - Epoch(train) [13][2940/3757] lr: 1.000e-02 eta: 1 day, 0:07:53 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.6769 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2134 loss: 2.2134 2022/06/27 21:13:08 - mmengine - INFO - Epoch(train) [13][2960/3757] lr: 1.000e-02 eta: 1 day, 0:07:48 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 5.1084 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2436 loss: 2.2436 2022/06/27 21:13:13 - mmengine - INFO - Epoch(train) [13][2980/3757] lr: 1.000e-02 eta: 1 day, 0:07:42 time: 0.270 data_time: 0.007 memory: 6238 grad_norm: 6.1369 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2271 loss: 2.2271 2022/06/27 21:13:18 - mmengine - INFO - Epoch(train) [13][3000/3757] lr: 1.000e-02 eta: 1 day, 0:07:37 time: 0.222 data_time: 0.014 memory: 6238 grad_norm: 5.2085 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9355 loss: 1.9355 2022/06/27 21:13:24 - mmengine - INFO - Epoch(train) [13][3020/3757] lr: 1.000e-02 eta: 1 day, 0:07:34 time: 0.240 data_time: 0.019 memory: 6238 grad_norm: 5.1534 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2101 loss: 2.2101 2022/06/27 21:13:29 - mmengine - INFO - Epoch(train) [13][3040/3757] lr: 1.000e-02 eta: 1 day, 0:07:30 time: 0.237 data_time: 0.011 memory: 6238 grad_norm: 5.5408 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.0274 loss: 2.0274 2022/06/27 21:13:34 - mmengine - INFO - Epoch(train) [13][3060/3757] lr: 1.000e-02 eta: 1 day, 0:07:20 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.2594 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1980 loss: 2.1980 2022/06/27 21:13:40 - mmengine - INFO - Epoch(train) [13][3080/3757] lr: 1.000e-02 eta: 1 day, 0:07:17 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 6.3600 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4746 loss: 2.4746 2022/06/27 21:13:44 - mmengine - INFO - Epoch(train) [13][3100/3757] lr: 1.000e-02 eta: 1 day, 0:07:09 time: 0.237 data_time: 0.010 memory: 6238 grad_norm: 5.7277 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3019 loss: 2.3019 2022/06/27 21:13:50 - mmengine - INFO - Epoch(train) [13][3120/3757] lr: 1.000e-02 eta: 1 day, 0:07:06 time: 0.253 data_time: 0.055 memory: 6238 grad_norm: 5.3025 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4646 loss: 2.4646 2022/06/27 21:13:55 - mmengine - INFO - Epoch(train) [13][3140/3757] lr: 1.000e-02 eta: 1 day, 0:06:58 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.5795 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1625 loss: 2.1625 2022/06/27 21:14:00 - mmengine - INFO - Epoch(train) [13][3160/3757] lr: 1.000e-02 eta: 1 day, 0:06:51 time: 0.226 data_time: 0.013 memory: 6238 grad_norm: 6.6694 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6330 loss: 2.6330 2022/06/27 21:14:05 - mmengine - INFO - Epoch(train) [13][3180/3757] lr: 1.000e-02 eta: 1 day, 0:06:43 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.7425 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2069 loss: 2.2069 2022/06/27 21:14:11 - mmengine - INFO - Epoch(train) [13][3200/3757] lr: 1.000e-02 eta: 1 day, 0:06:40 time: 0.223 data_time: 0.018 memory: 6238 grad_norm: 5.7347 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3299 loss: 2.3299 2022/06/27 21:14:16 - mmengine - INFO - Epoch(train) [13][3220/3757] lr: 1.000e-02 eta: 1 day, 0:06:34 time: 0.240 data_time: 0.012 memory: 6238 grad_norm: 5.2148 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4815 loss: 2.4815 2022/06/27 21:14:21 - mmengine - INFO - Epoch(train) [13][3240/3757] lr: 1.000e-02 eta: 1 day, 0:06:26 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.7279 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4959 loss: 2.4959 2022/06/27 21:14:26 - mmengine - INFO - Epoch(train) [13][3260/3757] lr: 1.000e-02 eta: 1 day, 0:06:21 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.3517 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3244 loss: 2.3244 2022/06/27 21:14:32 - mmengine - INFO - Epoch(train) [13][3280/3757] lr: 1.000e-02 eta: 1 day, 0:06:18 time: 0.255 data_time: 0.014 memory: 6238 grad_norm: 5.0434 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6720 loss: 2.6720 2022/06/27 21:14:37 - mmengine - INFO - Epoch(train) [13][3300/3757] lr: 1.000e-02 eta: 1 day, 0:06:11 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.5437 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1906 loss: 2.1906 2022/06/27 21:14:42 - mmengine - INFO - Epoch(train) [13][3320/3757] lr: 1.000e-02 eta: 1 day, 0:06:03 time: 0.234 data_time: 0.007 memory: 6238 grad_norm: 5.4695 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4301 loss: 2.4301 2022/06/27 21:14:47 - mmengine - INFO - Epoch(train) [13][3340/3757] lr: 1.000e-02 eta: 1 day, 0:05:58 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 6.0806 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9028 loss: 1.9028 2022/06/27 21:14:52 - mmengine - INFO - Epoch(train) [13][3360/3757] lr: 1.000e-02 eta: 1 day, 0:05:52 time: 0.232 data_time: 0.008 memory: 6238 grad_norm: 5.9849 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2427 loss: 2.2427 2022/06/27 21:14:58 - mmengine - INFO - Epoch(train) [13][3380/3757] lr: 1.000e-02 eta: 1 day, 0:05:47 time: 0.230 data_time: 0.013 memory: 6238 grad_norm: 4.6326 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1181 loss: 2.1181 2022/06/27 21:15:03 - mmengine - INFO - Epoch(train) [13][3400/3757] lr: 1.000e-02 eta: 1 day, 0:05:44 time: 0.226 data_time: 0.009 memory: 6238 grad_norm: 5.2111 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1468 loss: 2.1468 2022/06/27 21:15:09 - mmengine - INFO - Epoch(train) [13][3420/3757] lr: 1.000e-02 eta: 1 day, 0:05:39 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 5.5904 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0860 loss: 2.0860 2022/06/27 21:15:14 - mmengine - INFO - Epoch(train) [13][3440/3757] lr: 1.000e-02 eta: 1 day, 0:05:34 time: 0.229 data_time: 0.016 memory: 6238 grad_norm: 5.6542 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9901 loss: 1.9901 2022/06/27 21:15:20 - mmengine - INFO - Epoch(train) [13][3460/3757] lr: 1.000e-02 eta: 1 day, 0:05:31 time: 0.225 data_time: 0.008 memory: 6238 grad_norm: 4.8603 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2503 loss: 2.2503 2022/06/27 21:15:24 - mmengine - INFO - Epoch(train) [13][3480/3757] lr: 1.000e-02 eta: 1 day, 0:05:22 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.9911 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1162 loss: 2.1162 2022/06/27 21:15:30 - mmengine - INFO - Epoch(train) [13][3500/3757] lr: 1.000e-02 eta: 1 day, 0:05:16 time: 0.226 data_time: 0.009 memory: 6238 grad_norm: 5.4060 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1366 loss: 2.1366 2022/06/27 21:15:34 - mmengine - INFO - Epoch(train) [13][3520/3757] lr: 1.000e-02 eta: 1 day, 0:05:08 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 6.4572 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1393 loss: 2.1393 2022/06/27 21:15:40 - mmengine - INFO - Epoch(train) [13][3540/3757] lr: 1.000e-02 eta: 1 day, 0:05:02 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.2030 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0854 loss: 2.0854 2022/06/27 21:15:45 - mmengine - INFO - Epoch(train) [13][3560/3757] lr: 1.000e-02 eta: 1 day, 0:04:57 time: 0.230 data_time: 0.025 memory: 6238 grad_norm: 5.7475 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8262 loss: 1.8262 2022/06/27 21:15:51 - mmengine - INFO - Epoch(train) [13][3580/3757] lr: 1.000e-02 eta: 1 day, 0:04:58 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.5079 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1071 loss: 2.1071 2022/06/27 21:15:56 - mmengine - INFO - Epoch(train) [13][3600/3757] lr: 1.000e-02 eta: 1 day, 0:04:50 time: 0.221 data_time: 0.009 memory: 6238 grad_norm: 6.0002 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3698 loss: 2.3698 2022/06/27 21:16:02 - mmengine - INFO - Epoch(train) [13][3620/3757] lr: 1.000e-02 eta: 1 day, 0:04:46 time: 0.220 data_time: 0.014 memory: 6238 grad_norm: 6.2104 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6429 loss: 2.6429 2022/06/27 21:16:07 - mmengine - INFO - Epoch(train) [13][3640/3757] lr: 1.000e-02 eta: 1 day, 0:04:41 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 4.9762 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0618 loss: 2.0618 2022/06/27 21:16:12 - mmengine - INFO - Epoch(train) [13][3660/3757] lr: 1.000e-02 eta: 1 day, 0:04:35 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.3433 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2132 loss: 2.2132 2022/06/27 21:16:18 - mmengine - INFO - Epoch(train) [13][3680/3757] lr: 1.000e-02 eta: 1 day, 0:04:30 time: 0.216 data_time: 0.014 memory: 6238 grad_norm: 5.0337 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2193 loss: 2.2193 2022/06/27 21:16:23 - mmengine - INFO - Epoch(train) [13][3700/3757] lr: 1.000e-02 eta: 1 day, 0:04:28 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.7961 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1791 loss: 2.1791 2022/06/27 21:16:28 - mmengine - INFO - Epoch(train) [13][3720/3757] lr: 1.000e-02 eta: 1 day, 0:04:20 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.6928 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3256 loss: 2.3256 2022/06/27 21:16:33 - mmengine - INFO - Epoch(train) [13][3740/3757] lr: 1.000e-02 eta: 1 day, 0:04:14 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 5.6733 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6532 loss: 1.6532 2022/06/27 21:16:37 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:16:44 - mmengine - INFO - Epoch(val) [13][20/310] eta: 0:01:30 time: 0.097 data_time: 0.009 memory: 6238 2022/06/27 21:16:50 - mmengine - INFO - Epoch(val) [13][40/310] eta: 0:01:16 time: 0.211 data_time: 0.130 memory: 1479 2022/06/27 21:16:54 - mmengine - INFO - Epoch(val) [13][60/310] eta: 0:00:22 time: 0.088 data_time: 0.006 memory: 1479 2022/06/27 21:17:00 - mmengine - INFO - Epoch(val) [13][80/310] eta: 0:01:12 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 21:17:06 - mmengine - INFO - Epoch(val) [13][100/310] eta: 0:01:04 time: 0.461 data_time: 0.373 memory: 1479 2022/06/27 21:17:10 - mmengine - INFO - Epoch(val) [13][120/310] eta: 0:00:23 time: 0.086 data_time: 0.004 memory: 1479 2022/06/27 21:17:16 - mmengine - INFO - Epoch(val) [13][140/310] eta: 0:00:51 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 21:17:22 - mmengine - INFO - Epoch(val) [13][160/310] eta: 0:00:42 time: 1.142 data_time: 1.051 memory: 1479 2022/06/27 21:17:26 - mmengine - INFO - Epoch(val) [13][180/310] eta: 0:00:29 time: 0.087 data_time: 0.004 memory: 1479 2022/06/27 21:17:32 - mmengine - INFO - Epoch(val) [13][200/310] eta: 0:00:33 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 21:17:37 - mmengine - INFO - Epoch(val) [13][220/310] eta: 0:00:23 time: 0.872 data_time: 0.790 memory: 1479 2022/06/27 21:17:41 - mmengine - INFO - Epoch(val) [13][240/310] eta: 0:00:12 time: 0.095 data_time: 0.005 memory: 1479 2022/06/27 21:17:47 - mmengine - INFO - Epoch(val) [13][260/310] eta: 0:00:15 time: 0.088 data_time: 0.005 memory: 1479 2022/06/27 21:17:53 - mmengine - INFO - Epoch(val) [13][280/310] eta: 0:00:08 time: 1.179 data_time: 1.094 memory: 1479 2022/06/27 21:17:57 - mmengine - INFO - Epoch(val) [13][300/310] eta: 0:00:02 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 21:18:00 - mmengine - INFO - Epoch(val) [13][310/310] acc/top1: 0.5223 acc/top5: 0.7766 acc/mean1: 0.5220 2022/06/27 21:18:09 - mmengine - INFO - Epoch(train) [14][20/3757] lr: 1.000e-02 eta: 1 day, 0:04:10 time: 0.219 data_time: 0.012 memory: 6238 grad_norm: 5.5464 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0266 loss: 2.0266 2022/06/27 21:18:14 - mmengine - INFO - Epoch(train) [14][40/3757] lr: 1.000e-02 eta: 1 day, 0:04:05 time: 0.237 data_time: 0.007 memory: 6238 grad_norm: 5.2817 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1434 loss: 2.1434 2022/06/27 21:18:19 - mmengine - INFO - Epoch(train) [14][60/3757] lr: 1.000e-02 eta: 1 day, 0:04:00 time: 0.223 data_time: 0.011 memory: 6238 grad_norm: 6.6069 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9709 loss: 1.9709 2022/06/27 21:18:25 - mmengine - INFO - Epoch(train) [14][80/3757] lr: 1.000e-02 eta: 1 day, 0:03:57 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 6.0819 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1669 loss: 2.1669 2022/06/27 21:18:30 - mmengine - INFO - Epoch(train) [14][100/3757] lr: 1.000e-02 eta: 1 day, 0:03:51 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.3230 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2771 loss: 2.2771 2022/06/27 21:18:35 - mmengine - INFO - Epoch(train) [14][120/3757] lr: 1.000e-02 eta: 1 day, 0:03:44 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.2215 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0006 loss: 2.0006 2022/06/27 21:18:41 - mmengine - INFO - Epoch(train) [14][140/3757] lr: 1.000e-02 eta: 1 day, 0:03:41 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 6.0249 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4770 loss: 2.4770 2022/06/27 21:18:46 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:18:46 - mmengine - INFO - Epoch(train) [14][160/3757] lr: 1.000e-02 eta: 1 day, 0:03:34 time: 0.419 data_time: 0.007 memory: 6238 grad_norm: 5.1277 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1429 loss: 2.1429 2022/06/27 21:18:51 - mmengine - INFO - Epoch(train) [14][180/3757] lr: 1.000e-02 eta: 1 day, 0:03:28 time: 0.223 data_time: 0.012 memory: 6238 grad_norm: 5.5124 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0740 loss: 2.0740 2022/06/27 21:18:57 - mmengine - INFO - Epoch(train) [14][200/3757] lr: 1.000e-02 eta: 1 day, 0:03:24 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.3603 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6500 loss: 2.6500 2022/06/27 21:19:02 - mmengine - INFO - Epoch(train) [14][220/3757] lr: 1.000e-02 eta: 1 day, 0:03:18 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.7719 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3126 loss: 2.3126 2022/06/27 21:19:07 - mmengine - INFO - Epoch(train) [14][240/3757] lr: 1.000e-02 eta: 1 day, 0:03:12 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.1726 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0151 loss: 2.0151 2022/06/27 21:19:12 - mmengine - INFO - Epoch(train) [14][260/3757] lr: 1.000e-02 eta: 1 day, 0:03:05 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.0319 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1549 loss: 2.1549 2022/06/27 21:19:18 - mmengine - INFO - Epoch(train) [14][280/3757] lr: 1.000e-02 eta: 1 day, 0:03:02 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.5942 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9812 loss: 1.9812 2022/06/27 21:19:23 - mmengine - INFO - Epoch(train) [14][300/3757] lr: 1.000e-02 eta: 1 day, 0:02:55 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.3558 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2032 loss: 2.2032 2022/06/27 21:19:28 - mmengine - INFO - Epoch(train) [14][320/3757] lr: 1.000e-02 eta: 1 day, 0:02:52 time: 0.235 data_time: 0.010 memory: 6238 grad_norm: 5.3150 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2977 loss: 2.2977 2022/06/27 21:19:34 - mmengine - INFO - Epoch(train) [14][340/3757] lr: 1.000e-02 eta: 1 day, 0:02:47 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.0508 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4066 loss: 2.4066 2022/06/27 21:19:39 - mmengine - INFO - Epoch(train) [14][360/3757] lr: 1.000e-02 eta: 1 day, 0:02:38 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.5292 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4879 loss: 2.4879 2022/06/27 21:19:44 - mmengine - INFO - Epoch(train) [14][380/3757] lr: 1.000e-02 eta: 1 day, 0:02:32 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.6127 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2175 loss: 2.2175 2022/06/27 21:19:50 - mmengine - INFO - Epoch(train) [14][400/3757] lr: 1.000e-02 eta: 1 day, 0:02:30 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.6161 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1154 loss: 2.1154 2022/06/27 21:19:55 - mmengine - INFO - Epoch(train) [14][420/3757] lr: 1.000e-02 eta: 1 day, 0:02:22 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.6377 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2705 loss: 2.2705 2022/06/27 21:20:00 - mmengine - INFO - Epoch(train) [14][440/3757] lr: 1.000e-02 eta: 1 day, 0:02:20 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 4.8998 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9674 loss: 1.9674 2022/06/27 21:20:05 - mmengine - INFO - Epoch(train) [14][460/3757] lr: 1.000e-02 eta: 1 day, 0:02:11 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.0710 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3479 loss: 2.3479 2022/06/27 21:20:10 - mmengine - INFO - Epoch(train) [14][480/3757] lr: 1.000e-02 eta: 1 day, 0:02:02 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 5.3244 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1524 loss: 2.1524 2022/06/27 21:20:15 - mmengine - INFO - Epoch(train) [14][500/3757] lr: 1.000e-02 eta: 1 day, 0:01:59 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 6.1771 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1377 loss: 2.1377 2022/06/27 21:20:21 - mmengine - INFO - Epoch(train) [14][520/3757] lr: 1.000e-02 eta: 1 day, 0:01:55 time: 0.275 data_time: 0.007 memory: 6238 grad_norm: 6.2230 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7225 loss: 2.7225 2022/06/27 21:20:26 - mmengine - INFO - Epoch(train) [14][540/3757] lr: 1.000e-02 eta: 1 day, 0:01:47 time: 0.215 data_time: 0.013 memory: 6238 grad_norm: 5.5038 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3839 loss: 2.3839 2022/06/27 21:20:31 - mmengine - INFO - Epoch(train) [14][560/3757] lr: 1.000e-02 eta: 1 day, 0:01:43 time: 0.227 data_time: 0.009 memory: 6238 grad_norm: 4.8786 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5957 loss: 1.5957 2022/06/27 21:20:37 - mmengine - INFO - Epoch(train) [14][580/3757] lr: 1.000e-02 eta: 1 day, 0:01:41 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.5966 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2793 loss: 2.2793 2022/06/27 21:20:42 - mmengine - INFO - Epoch(train) [14][600/3757] lr: 1.000e-02 eta: 1 day, 0:01:35 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.3896 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1437 loss: 2.1437 2022/06/27 21:20:48 - mmengine - INFO - Epoch(train) [14][620/3757] lr: 1.000e-02 eta: 1 day, 0:01:31 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.2592 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0568 loss: 2.0568 2022/06/27 21:20:53 - mmengine - INFO - Epoch(train) [14][640/3757] lr: 1.000e-02 eta: 1 day, 0:01:26 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.7058 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0238 loss: 2.0238 2022/06/27 21:20:58 - mmengine - INFO - Epoch(train) [14][660/3757] lr: 1.000e-02 eta: 1 day, 0:01:19 time: 0.216 data_time: 0.012 memory: 6238 grad_norm: 5.9324 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2484 loss: 2.2484 2022/06/27 21:21:04 - mmengine - INFO - Epoch(train) [14][680/3757] lr: 1.000e-02 eta: 1 day, 0:01:15 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.7956 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3076 loss: 2.3076 2022/06/27 21:21:10 - mmengine - INFO - Epoch(train) [14][700/3757] lr: 1.000e-02 eta: 1 day, 0:01:15 time: 1.100 data_time: 0.006 memory: 6238 grad_norm: 5.4762 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2249 loss: 2.2249 2022/06/27 21:21:14 - mmengine - INFO - Epoch(train) [14][720/3757] lr: 1.000e-02 eta: 1 day, 0:01:05 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 6.3173 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1240 loss: 2.1240 2022/06/27 21:21:20 - mmengine - INFO - Epoch(train) [14][740/3757] lr: 1.000e-02 eta: 1 day, 0:01:00 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.2119 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1661 loss: 2.1661 2022/06/27 21:21:25 - mmengine - INFO - Epoch(train) [14][760/3757] lr: 1.000e-02 eta: 1 day, 0:00:56 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.3229 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4243 loss: 2.4243 2022/06/27 21:21:30 - mmengine - INFO - Epoch(train) [14][780/3757] lr: 1.000e-02 eta: 1 day, 0:00:49 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.4909 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1573 loss: 2.1573 2022/06/27 21:21:36 - mmengine - INFO - Epoch(train) [14][800/3757] lr: 1.000e-02 eta: 1 day, 0:00:46 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.8642 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9736 loss: 1.9736 2022/06/27 21:21:41 - mmengine - INFO - Epoch(train) [14][820/3757] lr: 1.000e-02 eta: 1 day, 0:00:42 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.9682 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2215 loss: 2.2215 2022/06/27 21:21:47 - mmengine - INFO - Epoch(train) [14][840/3757] lr: 1.000e-02 eta: 1 day, 0:00:35 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.9113 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9766 loss: 1.9766 2022/06/27 21:21:52 - mmengine - INFO - Epoch(train) [14][860/3757] lr: 1.000e-02 eta: 1 day, 0:00:32 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.2068 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9534 loss: 1.9534 2022/06/27 21:21:58 - mmengine - INFO - Epoch(train) [14][880/3757] lr: 1.000e-02 eta: 1 day, 0:00:30 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 5.9714 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2249 loss: 2.2249 2022/06/27 21:22:03 - mmengine - INFO - Epoch(train) [14][900/3757] lr: 1.000e-02 eta: 1 day, 0:00:21 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.7241 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9761 loss: 1.9761 2022/06/27 21:22:08 - mmengine - INFO - Epoch(train) [14][920/3757] lr: 1.000e-02 eta: 1 day, 0:00:16 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.3069 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9784 loss: 1.9784 2022/06/27 21:22:14 - mmengine - INFO - Epoch(train) [14][940/3757] lr: 1.000e-02 eta: 1 day, 0:00:11 time: 0.237 data_time: 0.007 memory: 6238 grad_norm: 5.9635 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3490 loss: 2.3490 2022/06/27 21:22:19 - mmengine - INFO - Epoch(train) [14][960/3757] lr: 1.000e-02 eta: 1 day, 0:00:05 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.1229 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4623 loss: 2.4623 2022/06/27 21:22:24 - mmengine - INFO - Epoch(train) [14][980/3757] lr: 1.000e-02 eta: 1 day, 0:00:00 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.9910 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4140 loss: 2.4140 2022/06/27 21:22:30 - mmengine - INFO - Epoch(train) [14][1000/3757] lr: 1.000e-02 eta: 23:59:56 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 6.0750 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9374 loss: 1.9374 2022/06/27 21:22:35 - mmengine - INFO - Epoch(train) [14][1020/3757] lr: 1.000e-02 eta: 23:59:49 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.0007 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2024 loss: 2.2024 2022/06/27 21:22:40 - mmengine - INFO - Epoch(train) [14][1040/3757] lr: 1.000e-02 eta: 23:59:45 time: 0.236 data_time: 0.006 memory: 6238 grad_norm: 5.9529 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0688 loss: 2.0688 2022/06/27 21:22:45 - mmengine - INFO - Epoch(train) [14][1060/3757] lr: 1.000e-02 eta: 23:59:39 time: 0.581 data_time: 0.007 memory: 6238 grad_norm: 5.3624 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5851 loss: 2.5851 2022/06/27 21:22:50 - mmengine - INFO - Epoch(train) [14][1080/3757] lr: 1.000e-02 eta: 23:59:33 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 4.8984 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6105 loss: 1.6105 2022/06/27 21:22:56 - mmengine - INFO - Epoch(train) [14][1100/3757] lr: 1.000e-02 eta: 23:59:29 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.7038 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0975 loss: 2.0975 2022/06/27 21:23:02 - mmengine - INFO - Epoch(train) [14][1120/3757] lr: 1.000e-02 eta: 23:59:27 time: 0.573 data_time: 0.010 memory: 6238 grad_norm: 5.5047 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2734 loss: 2.2734 2022/06/27 21:23:07 - mmengine - INFO - Epoch(train) [14][1140/3757] lr: 1.000e-02 eta: 23:59:20 time: 0.232 data_time: 0.010 memory: 6238 grad_norm: 6.0470 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0987 loss: 2.0987 2022/06/27 21:23:12 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:23:12 - mmengine - INFO - Epoch(train) [14][1160/3757] lr: 1.000e-02 eta: 23:59:12 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 4.6299 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1496 loss: 2.1496 2022/06/27 21:23:17 - mmengine - INFO - Epoch(train) [14][1180/3757] lr: 1.000e-02 eta: 23:59:10 time: 0.486 data_time: 0.007 memory: 6238 grad_norm: 5.4466 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8086 loss: 1.8086 2022/06/27 21:23:23 - mmengine - INFO - Epoch(train) [14][1200/3757] lr: 1.000e-02 eta: 23:59:04 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.2364 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2022 loss: 2.2022 2022/06/27 21:23:29 - mmengine - INFO - Epoch(train) [14][1220/3757] lr: 1.000e-02 eta: 23:59:02 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.6869 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2457 loss: 2.2457 2022/06/27 21:23:34 - mmengine - INFO - Epoch(train) [14][1240/3757] lr: 1.000e-02 eta: 23:58:58 time: 0.404 data_time: 0.006 memory: 6238 grad_norm: 6.2498 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4558 loss: 2.4558 2022/06/27 21:23:39 - mmengine - INFO - Epoch(train) [14][1260/3757] lr: 1.000e-02 eta: 23:58:50 time: 0.221 data_time: 0.014 memory: 6238 grad_norm: 5.9226 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2064 loss: 2.2064 2022/06/27 21:23:44 - mmengine - INFO - Epoch(train) [14][1280/3757] lr: 1.000e-02 eta: 23:58:43 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.9128 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8619 loss: 1.8619 2022/06/27 21:23:50 - mmengine - INFO - Epoch(train) [14][1300/3757] lr: 1.000e-02 eta: 23:58:40 time: 0.893 data_time: 0.007 memory: 6238 grad_norm: 5.7355 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4265 loss: 2.4265 2022/06/27 21:23:54 - mmengine - INFO - Epoch(train) [14][1320/3757] lr: 1.000e-02 eta: 23:58:30 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.4838 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4027 loss: 2.4027 2022/06/27 21:24:00 - mmengine - INFO - Epoch(train) [14][1340/3757] lr: 1.000e-02 eta: 23:58:29 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 5.5227 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6450 loss: 2.6450 2022/06/27 21:24:05 - mmengine - INFO - Epoch(train) [14][1360/3757] lr: 1.000e-02 eta: 23:58:23 time: 0.392 data_time: 0.008 memory: 6238 grad_norm: 4.9925 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3517 loss: 2.3517 2022/06/27 21:24:10 - mmengine - INFO - Epoch(train) [14][1380/3757] lr: 1.000e-02 eta: 23:58:15 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.4670 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8274 loss: 1.8274 2022/06/27 21:24:16 - mmengine - INFO - Epoch(train) [14][1400/3757] lr: 1.000e-02 eta: 23:58:10 time: 0.213 data_time: 0.012 memory: 6238 grad_norm: 6.1655 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3306 loss: 2.3306 2022/06/27 21:24:22 - mmengine - INFO - Epoch(train) [14][1420/3757] lr: 1.000e-02 eta: 23:58:09 time: 0.242 data_time: 0.007 memory: 6238 grad_norm: 5.6613 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7983 loss: 1.7983 2022/06/27 21:24:26 - mmengine - INFO - Epoch(train) [14][1440/3757] lr: 1.000e-02 eta: 23:58:00 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.5697 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5195 loss: 2.5195 2022/06/27 21:24:31 - mmengine - INFO - Epoch(train) [14][1460/3757] lr: 1.000e-02 eta: 23:57:53 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.2272 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3741 loss: 2.3741 2022/06/27 21:24:36 - mmengine - INFO - Epoch(train) [14][1480/3757] lr: 1.000e-02 eta: 23:57:46 time: 0.230 data_time: 0.008 memory: 6238 grad_norm: 4.9529 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3254 loss: 2.3254 2022/06/27 21:24:42 - mmengine - INFO - Epoch(train) [14][1500/3757] lr: 1.000e-02 eta: 23:57:43 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.3920 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3936 loss: 2.3936 2022/06/27 21:24:47 - mmengine - INFO - Epoch(train) [14][1520/3757] lr: 1.000e-02 eta: 23:57:34 time: 0.226 data_time: 0.014 memory: 6238 grad_norm: 5.7043 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8051 loss: 1.8051 2022/06/27 21:24:53 - mmengine - INFO - Epoch(train) [14][1540/3757] lr: 1.000e-02 eta: 23:57:33 time: 1.116 data_time: 0.007 memory: 6238 grad_norm: 5.8283 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1627 loss: 2.1627 2022/06/27 21:24:58 - mmengine - INFO - Epoch(train) [14][1560/3757] lr: 1.000e-02 eta: 23:57:26 time: 0.224 data_time: 0.019 memory: 6238 grad_norm: 5.6121 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9263 loss: 1.9263 2022/06/27 21:25:03 - mmengine - INFO - Epoch(train) [14][1580/3757] lr: 1.000e-02 eta: 23:57:22 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.3270 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.9325 loss: 1.9325 2022/06/27 21:25:09 - mmengine - INFO - Epoch(train) [14][1600/3757] lr: 1.000e-02 eta: 23:57:19 time: 0.868 data_time: 0.007 memory: 6238 grad_norm: 5.1293 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0621 loss: 2.0621 2022/06/27 21:25:14 - mmengine - INFO - Epoch(train) [14][1620/3757] lr: 1.000e-02 eta: 23:57:13 time: 0.226 data_time: 0.011 memory: 6238 grad_norm: 5.0783 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2037 loss: 2.2037 2022/06/27 21:25:19 - mmengine - INFO - Epoch(train) [14][1640/3757] lr: 1.000e-02 eta: 23:57:05 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 6.0612 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4959 loss: 2.4959 2022/06/27 21:25:25 - mmengine - INFO - Epoch(train) [14][1660/3757] lr: 1.000e-02 eta: 23:57:05 time: 1.085 data_time: 0.010 memory: 6238 grad_norm: 5.6502 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0245 loss: 2.0245 2022/06/27 21:25:30 - mmengine - INFO - Epoch(train) [14][1680/3757] lr: 1.000e-02 eta: 23:56:56 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.2844 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0787 loss: 2.0787 2022/06/27 21:25:36 - mmengine - INFO - Epoch(train) [14][1700/3757] lr: 1.000e-02 eta: 23:56:54 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.2813 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0780 loss: 2.0780 2022/06/27 21:25:41 - mmengine - INFO - Epoch(train) [14][1720/3757] lr: 1.000e-02 eta: 23:56:48 time: 0.350 data_time: 0.007 memory: 6238 grad_norm: 5.7760 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0860 loss: 2.0860 2022/06/27 21:25:46 - mmengine - INFO - Epoch(train) [14][1740/3757] lr: 1.000e-02 eta: 23:56:42 time: 0.218 data_time: 0.008 memory: 6238 grad_norm: 5.3900 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0065 loss: 2.0065 2022/06/27 21:25:52 - mmengine - INFO - Epoch(train) [14][1760/3757] lr: 1.000e-02 eta: 23:56:38 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.9504 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1171 loss: 2.1171 2022/06/27 21:25:57 - mmengine - INFO - Epoch(train) [14][1780/3757] lr: 1.000e-02 eta: 23:56:31 time: 0.238 data_time: 0.011 memory: 6238 grad_norm: 5.7734 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3047 loss: 2.3047 2022/06/27 21:26:02 - mmengine - INFO - Epoch(train) [14][1800/3757] lr: 1.000e-02 eta: 23:56:25 time: 0.231 data_time: 0.013 memory: 6238 grad_norm: 6.0761 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3814 loss: 2.3814 2022/06/27 21:26:08 - mmengine - INFO - Epoch(train) [14][1820/3757] lr: 1.000e-02 eta: 23:56:21 time: 0.255 data_time: 0.007 memory: 6238 grad_norm: 5.9655 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8604 loss: 1.8604 2022/06/27 21:26:13 - mmengine - INFO - Epoch(train) [14][1840/3757] lr: 1.000e-02 eta: 23:56:14 time: 0.232 data_time: 0.016 memory: 6238 grad_norm: 5.8482 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3621 loss: 2.3621 2022/06/27 21:26:18 - mmengine - INFO - Epoch(train) [14][1860/3757] lr: 1.000e-02 eta: 23:56:08 time: 0.227 data_time: 0.014 memory: 6238 grad_norm: 5.0908 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2800 loss: 2.2800 2022/06/27 21:26:23 - mmengine - INFO - Epoch(train) [14][1880/3757] lr: 1.000e-02 eta: 23:56:03 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 6.8027 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0733 loss: 2.0733 2022/06/27 21:26:29 - mmengine - INFO - Epoch(train) [14][1900/3757] lr: 1.000e-02 eta: 23:55:59 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.3898 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9913 loss: 1.9913 2022/06/27 21:26:34 - mmengine - INFO - Epoch(train) [14][1920/3757] lr: 1.000e-02 eta: 23:55:53 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 4.6558 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1105 loss: 2.1105 2022/06/27 21:26:39 - mmengine - INFO - Epoch(train) [14][1940/3757] lr: 1.000e-02 eta: 23:55:48 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 5.5207 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2211 loss: 2.2211 2022/06/27 21:26:44 - mmengine - INFO - Epoch(train) [14][1960/3757] lr: 1.000e-02 eta: 23:55:43 time: 0.248 data_time: 0.007 memory: 6238 grad_norm: 5.2321 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2442 loss: 2.2442 2022/06/27 21:26:49 - mmengine - INFO - Epoch(train) [14][1980/3757] lr: 1.000e-02 eta: 23:55:36 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.3696 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3462 loss: 2.3462 2022/06/27 21:26:55 - mmengine - INFO - Epoch(train) [14][2000/3757] lr: 1.000e-02 eta: 23:55:30 time: 0.240 data_time: 0.007 memory: 6238 grad_norm: 5.8910 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6003 loss: 2.6003 2022/06/27 21:27:01 - mmengine - INFO - Epoch(train) [14][2020/3757] lr: 1.000e-02 eta: 23:55:31 time: 0.257 data_time: 0.009 memory: 6238 grad_norm: 5.8229 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6525 loss: 2.6525 2022/06/27 21:27:06 - mmengine - INFO - Epoch(train) [14][2040/3757] lr: 1.000e-02 eta: 23:55:21 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 6.0272 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3468 loss: 2.3468 2022/06/27 21:27:10 - mmengine - INFO - Epoch(train) [14][2060/3757] lr: 1.000e-02 eta: 23:55:11 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.9512 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9605 loss: 1.9605 2022/06/27 21:27:16 - mmengine - INFO - Epoch(train) [14][2080/3757] lr: 1.000e-02 eta: 23:55:07 time: 0.488 data_time: 0.007 memory: 6238 grad_norm: 5.5845 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4443 loss: 2.4443 2022/06/27 21:27:21 - mmengine - INFO - Epoch(train) [14][2100/3757] lr: 1.000e-02 eta: 23:55:01 time: 0.216 data_time: 0.012 memory: 6238 grad_norm: 5.8694 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0432 loss: 2.0432 2022/06/27 21:27:26 - mmengine - INFO - Epoch(train) [14][2120/3757] lr: 1.000e-02 eta: 23:54:57 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.6022 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0031 loss: 2.0031 2022/06/27 21:27:32 - mmengine - INFO - Epoch(train) [14][2140/3757] lr: 1.000e-02 eta: 23:54:54 time: 0.312 data_time: 0.006 memory: 6238 grad_norm: 5.6776 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5565 loss: 2.5565 2022/06/27 21:27:37 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:27:37 - mmengine - INFO - Epoch(train) [14][2160/3757] lr: 1.000e-02 eta: 23:54:48 time: 0.236 data_time: 0.013 memory: 6238 grad_norm: 4.9574 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5270 loss: 2.5270 2022/06/27 21:27:43 - mmengine - INFO - Epoch(train) [14][2180/3757] lr: 1.000e-02 eta: 23:54:48 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.5471 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8852 loss: 1.8852 2022/06/27 21:27:49 - mmengine - INFO - Epoch(train) [14][2200/3757] lr: 1.000e-02 eta: 23:54:43 time: 0.692 data_time: 0.008 memory: 6238 grad_norm: 5.2508 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0023 loss: 2.0023 2022/06/27 21:27:54 - mmengine - INFO - Epoch(train) [14][2220/3757] lr: 1.000e-02 eta: 23:54:35 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.1158 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3996 loss: 2.3996 2022/06/27 21:27:59 - mmengine - INFO - Epoch(train) [14][2240/3757] lr: 1.000e-02 eta: 23:54:29 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.5007 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6677 loss: 2.6677 2022/06/27 21:28:05 - mmengine - INFO - Epoch(train) [14][2260/3757] lr: 1.000e-02 eta: 23:54:27 time: 0.352 data_time: 0.007 memory: 6238 grad_norm: 5.3758 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4805 loss: 2.4805 2022/06/27 21:28:10 - mmengine - INFO - Epoch(train) [14][2280/3757] lr: 1.000e-02 eta: 23:54:19 time: 0.234 data_time: 0.006 memory: 6238 grad_norm: 5.3422 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2261 loss: 2.2261 2022/06/27 21:28:15 - mmengine - INFO - Epoch(train) [14][2300/3757] lr: 1.000e-02 eta: 23:54:15 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.9189 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0822 loss: 2.0822 2022/06/27 21:28:20 - mmengine - INFO - Epoch(train) [14][2320/3757] lr: 1.000e-02 eta: 23:54:10 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.2480 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9396 loss: 1.9396 2022/06/27 21:28:26 - mmengine - INFO - Epoch(train) [14][2340/3757] lr: 1.000e-02 eta: 23:54:06 time: 0.673 data_time: 0.006 memory: 6238 grad_norm: 5.8501 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5112 loss: 2.5112 2022/06/27 21:28:31 - mmengine - INFO - Epoch(train) [14][2360/3757] lr: 1.000e-02 eta: 23:54:02 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.6267 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4128 loss: 2.4128 2022/06/27 21:28:37 - mmengine - INFO - Epoch(train) [14][2380/3757] lr: 1.000e-02 eta: 23:53:58 time: 0.672 data_time: 0.006 memory: 6238 grad_norm: 5.7326 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1631 loss: 2.1631 2022/06/27 21:28:42 - mmengine - INFO - Epoch(train) [14][2400/3757] lr: 1.000e-02 eta: 23:53:52 time: 0.240 data_time: 0.007 memory: 6238 grad_norm: 5.9093 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0883 loss: 2.0883 2022/06/27 21:28:47 - mmengine - INFO - Epoch(train) [14][2420/3757] lr: 1.000e-02 eta: 23:53:47 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 6.0698 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1726 loss: 2.1726 2022/06/27 21:28:53 - mmengine - INFO - Epoch(train) [14][2440/3757] lr: 1.000e-02 eta: 23:53:42 time: 0.340 data_time: 0.007 memory: 6238 grad_norm: 5.4960 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0309 loss: 2.0309 2022/06/27 21:28:58 - mmengine - INFO - Epoch(train) [14][2460/3757] lr: 1.000e-02 eta: 23:53:35 time: 0.243 data_time: 0.012 memory: 6238 grad_norm: 5.5591 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3400 loss: 2.3400 2022/06/27 21:29:03 - mmengine - INFO - Epoch(train) [14][2480/3757] lr: 1.000e-02 eta: 23:53:30 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 5.4039 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9215 loss: 1.9215 2022/06/27 21:29:09 - mmengine - INFO - Epoch(train) [14][2500/3757] lr: 1.000e-02 eta: 23:53:28 time: 0.898 data_time: 0.006 memory: 6238 grad_norm: 5.3811 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4093 loss: 2.4093 2022/06/27 21:29:14 - mmengine - INFO - Epoch(train) [14][2520/3757] lr: 1.000e-02 eta: 23:53:20 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.7934 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2812 loss: 2.2812 2022/06/27 21:29:19 - mmengine - INFO - Epoch(train) [14][2540/3757] lr: 1.000e-02 eta: 23:53:14 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.4739 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0909 loss: 2.0909 2022/06/27 21:29:25 - mmengine - INFO - Epoch(train) [14][2560/3757] lr: 1.000e-02 eta: 23:53:10 time: 0.441 data_time: 0.007 memory: 6238 grad_norm: 5.9323 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4922 loss: 2.4922 2022/06/27 21:29:30 - mmengine - INFO - Epoch(train) [14][2580/3757] lr: 1.000e-02 eta: 23:53:03 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5382 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4275 loss: 2.4275 2022/06/27 21:29:35 - mmengine - INFO - Epoch(train) [14][2600/3757] lr: 1.000e-02 eta: 23:52:57 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 4.7405 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1948 loss: 2.1948 2022/06/27 21:29:40 - mmengine - INFO - Epoch(train) [14][2620/3757] lr: 1.000e-02 eta: 23:52:53 time: 0.423 data_time: 0.008 memory: 6238 grad_norm: 5.8063 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3270 loss: 2.3270 2022/06/27 21:29:46 - mmengine - INFO - Epoch(train) [14][2640/3757] lr: 1.000e-02 eta: 23:52:47 time: 0.237 data_time: 0.007 memory: 6238 grad_norm: 6.1801 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4481 loss: 2.4481 2022/06/27 21:29:51 - mmengine - INFO - Epoch(train) [14][2660/3757] lr: 1.000e-02 eta: 23:52:44 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.1499 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1103 loss: 2.1103 2022/06/27 21:29:57 - mmengine - INFO - Epoch(train) [14][2680/3757] lr: 1.000e-02 eta: 23:52:40 time: 0.713 data_time: 0.007 memory: 6238 grad_norm: 5.4519 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9179 loss: 1.9179 2022/06/27 21:30:02 - mmengine - INFO - Epoch(train) [14][2700/3757] lr: 1.000e-02 eta: 23:52:33 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.0487 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1658 loss: 2.1658 2022/06/27 21:30:08 - mmengine - INFO - Epoch(train) [14][2720/3757] lr: 1.000e-02 eta: 23:52:30 time: 0.256 data_time: 0.007 memory: 6238 grad_norm: 6.0194 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1285 loss: 2.1285 2022/06/27 21:30:13 - mmengine - INFO - Epoch(train) [14][2740/3757] lr: 1.000e-02 eta: 23:52:24 time: 0.594 data_time: 0.006 memory: 6238 grad_norm: 5.7924 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9145 loss: 1.9145 2022/06/27 21:30:18 - mmengine - INFO - Epoch(train) [14][2760/3757] lr: 1.000e-02 eta: 23:52:18 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.4936 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6327 loss: 1.6327 2022/06/27 21:30:24 - mmengine - INFO - Epoch(train) [14][2780/3757] lr: 1.000e-02 eta: 23:52:16 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.0871 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8095 loss: 1.8095 2022/06/27 21:30:29 - mmengine - INFO - Epoch(train) [14][2800/3757] lr: 1.000e-02 eta: 23:52:09 time: 0.240 data_time: 0.006 memory: 6238 grad_norm: 6.0512 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1858 loss: 2.1858 2022/06/27 21:30:34 - mmengine - INFO - Epoch(train) [14][2820/3757] lr: 1.000e-02 eta: 23:52:02 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.0700 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2842 loss: 2.2842 2022/06/27 21:30:39 - mmengine - INFO - Epoch(train) [14][2840/3757] lr: 1.000e-02 eta: 23:51:59 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.0982 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1881 loss: 2.1881 2022/06/27 21:30:45 - mmengine - INFO - Epoch(train) [14][2860/3757] lr: 1.000e-02 eta: 23:51:55 time: 0.696 data_time: 0.006 memory: 6238 grad_norm: 5.9210 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3697 loss: 2.3697 2022/06/27 21:30:50 - mmengine - INFO - Epoch(train) [14][2880/3757] lr: 1.000e-02 eta: 23:51:49 time: 0.229 data_time: 0.009 memory: 6238 grad_norm: 5.7194 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3613 loss: 2.3613 2022/06/27 21:30:56 - mmengine - INFO - Epoch(train) [14][2900/3757] lr: 1.000e-02 eta: 23:51:46 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 5.5378 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8469 loss: 1.8469 2022/06/27 21:31:01 - mmengine - INFO - Epoch(train) [14][2920/3757] lr: 1.000e-02 eta: 23:51:41 time: 0.257 data_time: 0.010 memory: 6238 grad_norm: 5.1914 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0956 loss: 2.0956 2022/06/27 21:31:06 - mmengine - INFO - Epoch(train) [14][2940/3757] lr: 1.000e-02 eta: 23:51:33 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 5.6191 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2633 loss: 2.2633 2022/06/27 21:31:12 - mmengine - INFO - Epoch(train) [14][2960/3757] lr: 1.000e-02 eta: 23:51:30 time: 0.219 data_time: 0.012 memory: 6238 grad_norm: 5.5601 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2769 loss: 2.2769 2022/06/27 21:31:17 - mmengine - INFO - Epoch(train) [14][2980/3757] lr: 1.000e-02 eta: 23:51:22 time: 0.593 data_time: 0.010 memory: 6238 grad_norm: 5.4071 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4126 loss: 2.4126 2022/06/27 21:31:22 - mmengine - INFO - Epoch(train) [14][3000/3757] lr: 1.000e-02 eta: 23:51:19 time: 0.230 data_time: 0.010 memory: 6238 grad_norm: 5.9821 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4798 loss: 2.4798 2022/06/27 21:31:27 - mmengine - INFO - Epoch(train) [14][3020/3757] lr: 1.000e-02 eta: 23:51:09 time: 0.221 data_time: 0.014 memory: 6238 grad_norm: 6.3508 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5116 loss: 2.5116 2022/06/27 21:31:32 - mmengine - INFO - Epoch(train) [14][3040/3757] lr: 1.000e-02 eta: 23:51:02 time: 0.564 data_time: 0.007 memory: 6238 grad_norm: 5.8388 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9852 loss: 1.9852 2022/06/27 21:31:37 - mmengine - INFO - Epoch(train) [14][3060/3757] lr: 1.000e-02 eta: 23:50:55 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.9653 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9174 loss: 1.9174 2022/06/27 21:31:43 - mmengine - INFO - Epoch(train) [14][3080/3757] lr: 1.000e-02 eta: 23:50:51 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.2646 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5657 loss: 2.5657 2022/06/27 21:31:48 - mmengine - INFO - Epoch(train) [14][3100/3757] lr: 1.000e-02 eta: 23:50:48 time: 0.781 data_time: 0.006 memory: 6238 grad_norm: 5.6006 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4530 loss: 2.4530 2022/06/27 21:31:53 - mmengine - INFO - Epoch(train) [14][3120/3757] lr: 1.000e-02 eta: 23:50:38 time: 0.230 data_time: 0.014 memory: 6238 grad_norm: 6.3241 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3293 loss: 2.3293 2022/06/27 21:31:58 - mmengine - INFO - Epoch(train) [14][3140/3757] lr: 1.000e-02 eta: 23:50:35 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 5.9932 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2770 loss: 2.2770 2022/06/27 21:32:03 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:32:04 - mmengine - INFO - Epoch(train) [14][3160/3757] lr: 1.000e-02 eta: 23:50:29 time: 0.244 data_time: 0.007 memory: 6238 grad_norm: 5.8654 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0478 loss: 2.0478 2022/06/27 21:32:08 - mmengine - INFO - Epoch(train) [14][3180/3757] lr: 1.000e-02 eta: 23:50:21 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.7361 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1006 loss: 2.1006 2022/06/27 21:32:14 - mmengine - INFO - Epoch(train) [14][3200/3757] lr: 1.000e-02 eta: 23:50:19 time: 0.213 data_time: 0.006 memory: 6238 grad_norm: 5.4467 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0502 loss: 2.0502 2022/06/27 21:32:20 - mmengine - INFO - Epoch(train) [14][3220/3757] lr: 1.000e-02 eta: 23:50:16 time: 0.977 data_time: 0.006 memory: 6238 grad_norm: 6.2491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5734 loss: 2.5734 2022/06/27 21:32:25 - mmengine - INFO - Epoch(train) [14][3240/3757] lr: 1.000e-02 eta: 23:50:07 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 5.4283 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3311 loss: 2.3311 2022/06/27 21:32:29 - mmengine - INFO - Epoch(train) [14][3260/3757] lr: 1.000e-02 eta: 23:49:58 time: 0.221 data_time: 0.014 memory: 6238 grad_norm: 5.1303 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9363 loss: 1.9363 2022/06/27 21:32:35 - mmengine - INFO - Epoch(train) [14][3280/3757] lr: 1.000e-02 eta: 23:49:55 time: 0.243 data_time: 0.007 memory: 6238 grad_norm: 5.0297 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4700 loss: 2.4700 2022/06/27 21:32:40 - mmengine - INFO - Epoch(train) [14][3300/3757] lr: 1.000e-02 eta: 23:49:49 time: 0.348 data_time: 0.014 memory: 6238 grad_norm: 5.4208 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2719 loss: 2.2719 2022/06/27 21:32:45 - mmengine - INFO - Epoch(train) [14][3320/3757] lr: 1.000e-02 eta: 23:49:43 time: 0.214 data_time: 0.016 memory: 6238 grad_norm: 5.9981 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2315 loss: 2.2315 2022/06/27 21:32:51 - mmengine - INFO - Epoch(train) [14][3340/3757] lr: 1.000e-02 eta: 23:49:40 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.7148 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0766 loss: 2.0766 2022/06/27 21:32:57 - mmengine - INFO - Epoch(train) [14][3360/3757] lr: 1.000e-02 eta: 23:49:35 time: 0.213 data_time: 0.012 memory: 6238 grad_norm: 5.1607 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8980 loss: 1.8980 2022/06/27 21:33:02 - mmengine - INFO - Epoch(train) [14][3380/3757] lr: 1.000e-02 eta: 23:49:31 time: 0.226 data_time: 0.018 memory: 6238 grad_norm: 6.0750 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9842 loss: 1.9842 2022/06/27 21:33:08 - mmengine - INFO - Epoch(train) [14][3400/3757] lr: 1.000e-02 eta: 23:49:28 time: 0.239 data_time: 0.007 memory: 6238 grad_norm: 5.4736 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4524 loss: 2.4524 2022/06/27 21:33:13 - mmengine - INFO - Epoch(train) [14][3420/3757] lr: 1.000e-02 eta: 23:49:20 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.5609 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1328 loss: 2.1328 2022/06/27 21:33:18 - mmengine - INFO - Epoch(train) [14][3440/3757] lr: 1.000e-02 eta: 23:49:15 time: 0.223 data_time: 0.019 memory: 6238 grad_norm: 5.8356 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1696 loss: 2.1696 2022/06/27 21:33:24 - mmengine - INFO - Epoch(train) [14][3460/3757] lr: 1.000e-02 eta: 23:49:13 time: 0.249 data_time: 0.006 memory: 6238 grad_norm: 5.3213 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1255 loss: 2.1255 2022/06/27 21:33:28 - mmengine - INFO - Epoch(train) [14][3480/3757] lr: 1.000e-02 eta: 23:49:03 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.5469 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8696 loss: 1.8696 2022/06/27 21:33:33 - mmengine - INFO - Epoch(train) [14][3500/3757] lr: 1.000e-02 eta: 23:48:56 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.7408 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1864 loss: 2.1864 2022/06/27 21:33:39 - mmengine - INFO - Epoch(train) [14][3520/3757] lr: 1.000e-02 eta: 23:48:53 time: 0.227 data_time: 0.008 memory: 6238 grad_norm: 5.1173 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1985 loss: 2.1985 2022/06/27 21:33:44 - mmengine - INFO - Epoch(train) [14][3540/3757] lr: 1.000e-02 eta: 23:48:46 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.9696 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4048 loss: 2.4048 2022/06/27 21:33:50 - mmengine - INFO - Epoch(train) [14][3560/3757] lr: 1.000e-02 eta: 23:48:43 time: 0.227 data_time: 0.009 memory: 6238 grad_norm: 5.2578 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1116 loss: 2.1116 2022/06/27 21:33:55 - mmengine - INFO - Epoch(train) [14][3580/3757] lr: 1.000e-02 eta: 23:48:40 time: 0.409 data_time: 0.007 memory: 6238 grad_norm: 5.5688 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3799 loss: 2.3799 2022/06/27 21:34:01 - mmengine - INFO - Epoch(train) [14][3600/3757] lr: 1.000e-02 eta: 23:48:36 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.9907 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2128 loss: 2.2128 2022/06/27 21:34:06 - mmengine - INFO - Epoch(train) [14][3620/3757] lr: 1.000e-02 eta: 23:48:29 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.6792 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9367 loss: 1.9367 2022/06/27 21:34:12 - mmengine - INFO - Epoch(train) [14][3640/3757] lr: 1.000e-02 eta: 23:48:27 time: 0.956 data_time: 0.007 memory: 6238 grad_norm: 4.3372 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2193 loss: 2.2193 2022/06/27 21:34:17 - mmengine - INFO - Epoch(train) [14][3660/3757] lr: 1.000e-02 eta: 23:48:19 time: 0.219 data_time: 0.014 memory: 6238 grad_norm: 5.3730 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8853 loss: 1.8853 2022/06/27 21:34:22 - mmengine - INFO - Epoch(train) [14][3680/3757] lr: 1.000e-02 eta: 23:48:14 time: 0.241 data_time: 0.006 memory: 6238 grad_norm: 6.3129 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2931 loss: 2.2931 2022/06/27 21:34:27 - mmengine - INFO - Epoch(train) [14][3700/3757] lr: 1.000e-02 eta: 23:48:09 time: 0.551 data_time: 0.007 memory: 6238 grad_norm: 5.2341 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1087 loss: 2.1087 2022/06/27 21:34:33 - mmengine - INFO - Epoch(train) [14][3720/3757] lr: 1.000e-02 eta: 23:48:04 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.1558 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3890 loss: 2.3890 2022/06/27 21:34:38 - mmengine - INFO - Epoch(train) [14][3740/3757] lr: 1.000e-02 eta: 23:47:56 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.1068 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1972 loss: 2.1972 2022/06/27 21:34:41 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:34:48 - mmengine - INFO - Epoch(val) [14][20/310] eta: 0:01:29 time: 0.092 data_time: 0.012 memory: 6238 2022/06/27 21:34:54 - mmengine - INFO - Epoch(val) [14][40/310] eta: 0:01:14 time: 0.101 data_time: 0.018 memory: 1479 2022/06/27 21:34:58 - mmengine - INFO - Epoch(val) [14][60/310] eta: 0:00:23 time: 0.089 data_time: 0.008 memory: 1479 2022/06/27 21:35:04 - mmengine - INFO - Epoch(val) [14][80/310] eta: 0:01:11 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 21:35:10 - mmengine - INFO - Epoch(val) [14][100/310] eta: 0:01:00 time: 0.431 data_time: 0.340 memory: 1479 2022/06/27 21:35:14 - mmengine - INFO - Epoch(val) [14][120/310] eta: 0:00:23 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 21:35:20 - mmengine - INFO - Epoch(val) [14][140/310] eta: 0:00:52 time: 0.102 data_time: 0.015 memory: 1479 2022/06/27 21:35:26 - mmengine - INFO - Epoch(val) [14][160/310] eta: 0:00:47 time: 0.713 data_time: 0.625 memory: 1479 2022/06/27 21:35:30 - mmengine - INFO - Epoch(val) [14][180/310] eta: 0:00:32 time: 0.086 data_time: 0.004 memory: 1479 2022/06/27 21:35:36 - mmengine - INFO - Epoch(val) [14][200/310] eta: 0:00:31 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 21:35:42 - mmengine - INFO - Epoch(val) [14][220/310] eta: 0:00:29 time: 0.091 data_time: 0.004 memory: 1479 2022/06/27 21:35:46 - mmengine - INFO - Epoch(val) [14][240/310] eta: 0:00:19 time: 0.093 data_time: 0.005 memory: 1479 2022/06/27 21:35:52 - mmengine - INFO - Epoch(val) [14][260/310] eta: 0:00:15 time: 0.094 data_time: 0.008 memory: 1479 2022/06/27 21:35:58 - mmengine - INFO - Epoch(val) [14][280/310] eta: 0:00:09 time: 0.098 data_time: 0.005 memory: 1479 2022/06/27 21:36:02 - mmengine - INFO - Epoch(val) [14][300/310] eta: 0:00:02 time: 0.086 data_time: 0.004 memory: 1479 2022/06/27 21:36:05 - mmengine - INFO - Epoch(val) [14][310/310] acc/top1: 0.5354 acc/top5: 0.7823 acc/mean1: 0.5354 2022/06/27 21:36:14 - mmengine - INFO - Epoch(train) [15][20/3757] lr: 1.000e-02 eta: 23:47:51 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.9027 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9072 loss: 1.9072 2022/06/27 21:36:19 - mmengine - INFO - Epoch(train) [15][40/3757] lr: 1.000e-02 eta: 23:47:48 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.3127 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8265 loss: 1.8265 2022/06/27 21:36:24 - mmengine - INFO - Epoch(train) [15][60/3757] lr: 1.000e-02 eta: 23:47:41 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 5.4792 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6911 loss: 1.6911 2022/06/27 21:36:30 - mmengine - INFO - Epoch(train) [15][80/3757] lr: 1.000e-02 eta: 23:47:38 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.4101 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1545 loss: 2.1545 2022/06/27 21:36:35 - mmengine - INFO - Epoch(train) [15][100/3757] lr: 1.000e-02 eta: 23:47:33 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.2939 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1169 loss: 2.1169 2022/06/27 21:36:41 - mmengine - INFO - Epoch(train) [15][120/3757] lr: 1.000e-02 eta: 23:47:28 time: 0.382 data_time: 0.007 memory: 6238 grad_norm: 5.3510 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1141 loss: 2.1141 2022/06/27 21:36:46 - mmengine - INFO - Epoch(train) [15][140/3757] lr: 1.000e-02 eta: 23:47:23 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5105 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4155 loss: 2.4155 2022/06/27 21:36:51 - mmengine - INFO - Epoch(train) [15][160/3757] lr: 1.000e-02 eta: 23:47:18 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 4.9425 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1139 loss: 2.1139 2022/06/27 21:36:56 - mmengine - INFO - Epoch(train) [15][180/3757] lr: 1.000e-02 eta: 23:47:11 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.0411 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2737 loss: 2.2737 2022/06/27 21:37:03 - mmengine - INFO - Epoch(train) [15][200/3757] lr: 1.000e-02 eta: 23:47:12 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.5271 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7105 loss: 2.7105 2022/06/27 21:37:07 - mmengine - INFO - Epoch(train) [15][220/3757] lr: 1.000e-02 eta: 23:47:02 time: 0.237 data_time: 0.007 memory: 6238 grad_norm: 5.7564 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4524 loss: 2.4524 2022/06/27 21:37:13 - mmengine - INFO - Epoch(train) [15][240/3757] lr: 1.000e-02 eta: 23:46:56 time: 0.224 data_time: 0.009 memory: 6238 grad_norm: 5.7230 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2404 loss: 2.2404 2022/06/27 21:37:18 - mmengine - INFO - Epoch(train) [15][260/3757] lr: 1.000e-02 eta: 23:46:53 time: 0.219 data_time: 0.012 memory: 6238 grad_norm: 6.0400 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3753 loss: 2.3753 2022/06/27 21:37:23 - mmengine - INFO - Epoch(train) [15][280/3757] lr: 1.000e-02 eta: 23:46:47 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.3875 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8542 loss: 1.8542 2022/06/27 21:37:28 - mmengine - INFO - Epoch(train) [15][300/3757] lr: 1.000e-02 eta: 23:46:39 time: 0.219 data_time: 0.009 memory: 6238 grad_norm: 6.2286 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3487 loss: 2.3487 2022/06/27 21:37:34 - mmengine - INFO - Epoch(train) [15][320/3757] lr: 1.000e-02 eta: 23:46:34 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.7626 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0613 loss: 2.0613 2022/06/27 21:37:40 - mmengine - INFO - Epoch(train) [15][340/3757] lr: 1.000e-02 eta: 23:46:32 time: 0.213 data_time: 0.010 memory: 6238 grad_norm: 5.5523 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2203 loss: 2.2203 2022/06/27 21:37:45 - mmengine - INFO - Epoch(train) [15][360/3757] lr: 1.000e-02 eta: 23:46:25 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.9185 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1553 loss: 2.1553 2022/06/27 21:37:50 - mmengine - INFO - Epoch(train) [15][380/3757] lr: 1.000e-02 eta: 23:46:22 time: 0.234 data_time: 0.006 memory: 6238 grad_norm: 5.5864 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4067 loss: 2.4067 2022/06/27 21:37:56 - mmengine - INFO - Epoch(train) [15][400/3757] lr: 1.000e-02 eta: 23:46:16 time: 0.218 data_time: 0.008 memory: 6238 grad_norm: 5.9911 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1965 loss: 2.1965 2022/06/27 21:37:56 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:38:00 - mmengine - INFO - Epoch(train) [15][420/3757] lr: 1.000e-02 eta: 23:46:09 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.6026 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9401 loss: 1.9401 2022/06/27 21:38:06 - mmengine - INFO - Epoch(train) [15][440/3757] lr: 1.000e-02 eta: 23:46:04 time: 0.233 data_time: 0.018 memory: 6238 grad_norm: 5.4081 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1771 loss: 2.1771 2022/06/27 21:38:12 - mmengine - INFO - Epoch(train) [15][460/3757] lr: 1.000e-02 eta: 23:46:01 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.1929 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1147 loss: 2.1147 2022/06/27 21:38:16 - mmengine - INFO - Epoch(train) [15][480/3757] lr: 1.000e-02 eta: 23:45:53 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 6.3214 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1425 loss: 2.1425 2022/06/27 21:38:23 - mmengine - INFO - Epoch(train) [15][500/3757] lr: 1.000e-02 eta: 23:45:56 time: 0.267 data_time: 0.007 memory: 6238 grad_norm: 5.9649 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2288 loss: 2.2288 2022/06/27 21:38:28 - mmengine - INFO - Epoch(train) [15][520/3757] lr: 1.000e-02 eta: 23:45:46 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.4590 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0192 loss: 2.0192 2022/06/27 21:38:32 - mmengine - INFO - Epoch(train) [15][540/3757] lr: 1.000e-02 eta: 23:45:36 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.6044 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3007 loss: 2.3007 2022/06/27 21:38:38 - mmengine - INFO - Epoch(train) [15][560/3757] lr: 1.000e-02 eta: 23:45:31 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.3624 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0891 loss: 2.0891 2022/06/27 21:38:44 - mmengine - INFO - Epoch(train) [15][580/3757] lr: 1.000e-02 eta: 23:45:30 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.1050 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0080 loss: 2.0080 2022/06/27 21:38:48 - mmengine - INFO - Epoch(train) [15][600/3757] lr: 1.000e-02 eta: 23:45:20 time: 0.224 data_time: 0.015 memory: 6238 grad_norm: 5.4792 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1824 loss: 2.1824 2022/06/27 21:38:53 - mmengine - INFO - Epoch(train) [15][620/3757] lr: 1.000e-02 eta: 23:45:13 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.0499 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0417 loss: 2.0417 2022/06/27 21:38:59 - mmengine - INFO - Epoch(train) [15][640/3757] lr: 1.000e-02 eta: 23:45:12 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.4816 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5424 loss: 2.5424 2022/06/27 21:39:04 - mmengine - INFO - Epoch(train) [15][660/3757] lr: 1.000e-02 eta: 23:45:07 time: 0.220 data_time: 0.012 memory: 6238 grad_norm: 5.5223 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0724 loss: 2.0724 2022/06/27 21:39:10 - mmengine - INFO - Epoch(train) [15][680/3757] lr: 1.000e-02 eta: 23:45:01 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.0471 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3895 loss: 2.3895 2022/06/27 21:39:15 - mmengine - INFO - Epoch(train) [15][700/3757] lr: 1.000e-02 eta: 23:44:58 time: 0.225 data_time: 0.008 memory: 6238 grad_norm: 5.7972 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9202 loss: 1.9202 2022/06/27 21:39:21 - mmengine - INFO - Epoch(train) [15][720/3757] lr: 1.000e-02 eta: 23:44:53 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.7181 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5546 loss: 2.5546 2022/06/27 21:39:26 - mmengine - INFO - Epoch(train) [15][740/3757] lr: 1.000e-02 eta: 23:44:46 time: 0.221 data_time: 0.013 memory: 6238 grad_norm: 6.2246 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0086 loss: 2.0086 2022/06/27 21:39:31 - mmengine - INFO - Epoch(train) [15][760/3757] lr: 1.000e-02 eta: 23:44:43 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 6.3025 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3468 loss: 2.3468 2022/06/27 21:39:37 - mmengine - INFO - Epoch(train) [15][780/3757] lr: 1.000e-02 eta: 23:44:39 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 6.2607 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2564 loss: 2.2564 2022/06/27 21:39:42 - mmengine - INFO - Epoch(train) [15][800/3757] lr: 1.000e-02 eta: 23:44:35 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 5.4198 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1800 loss: 2.1800 2022/06/27 21:39:47 - mmengine - INFO - Epoch(train) [15][820/3757] lr: 1.000e-02 eta: 23:44:25 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.1112 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0891 loss: 2.0891 2022/06/27 21:39:52 - mmengine - INFO - Epoch(train) [15][840/3757] lr: 1.000e-02 eta: 23:44:20 time: 0.231 data_time: 0.011 memory: 6238 grad_norm: 6.1072 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3285 loss: 2.3285 2022/06/27 21:39:58 - mmengine - INFO - Epoch(train) [15][860/3757] lr: 1.000e-02 eta: 23:44:14 time: 0.214 data_time: 0.011 memory: 6238 grad_norm: 6.1720 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3294 loss: 2.3294 2022/06/27 21:40:03 - mmengine - INFO - Epoch(train) [15][880/3757] lr: 1.000e-02 eta: 23:44:11 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 4.8464 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2928 loss: 2.2928 2022/06/27 21:40:09 - mmengine - INFO - Epoch(train) [15][900/3757] lr: 1.000e-02 eta: 23:44:09 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.0524 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1673 loss: 2.1673 2022/06/27 21:40:14 - mmengine - INFO - Epoch(train) [15][920/3757] lr: 1.000e-02 eta: 23:44:02 time: 0.219 data_time: 0.019 memory: 6238 grad_norm: 5.0424 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4770 loss: 2.4770 2022/06/27 21:40:20 - mmengine - INFO - Epoch(train) [15][940/3757] lr: 1.000e-02 eta: 23:43:58 time: 0.236 data_time: 0.012 memory: 6238 grad_norm: 4.6027 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9458 loss: 1.9458 2022/06/27 21:40:25 - mmengine - INFO - Epoch(train) [15][960/3757] lr: 1.000e-02 eta: 23:43:53 time: 0.215 data_time: 0.015 memory: 6238 grad_norm: 5.7715 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3057 loss: 2.3057 2022/06/27 21:40:30 - mmengine - INFO - Epoch(train) [15][980/3757] lr: 1.000e-02 eta: 23:43:47 time: 0.245 data_time: 0.014 memory: 6238 grad_norm: 5.6368 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4247 loss: 2.4247 2022/06/27 21:40:36 - mmengine - INFO - Epoch(train) [15][1000/3757] lr: 1.000e-02 eta: 23:43:43 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.2595 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2739 loss: 2.2739 2022/06/27 21:40:41 - mmengine - INFO - Epoch(train) [15][1020/3757] lr: 1.000e-02 eta: 23:43:38 time: 0.226 data_time: 0.014 memory: 6238 grad_norm: 6.0507 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5479 loss: 2.5479 2022/06/27 21:40:46 - mmengine - INFO - Epoch(train) [15][1040/3757] lr: 1.000e-02 eta: 23:43:31 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.1185 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5996 loss: 2.5996 2022/06/27 21:40:52 - mmengine - INFO - Epoch(train) [15][1060/3757] lr: 1.000e-02 eta: 23:43:27 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 4.9709 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6027 loss: 2.6027 2022/06/27 21:40:57 - mmengine - INFO - Epoch(train) [15][1080/3757] lr: 1.000e-02 eta: 23:43:19 time: 0.321 data_time: 0.029 memory: 6238 grad_norm: 5.9536 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0914 loss: 2.0914 2022/06/27 21:41:01 - mmengine - INFO - Epoch(train) [15][1100/3757] lr: 1.000e-02 eta: 23:43:11 time: 0.243 data_time: 0.018 memory: 6238 grad_norm: 4.7203 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9245 loss: 1.9245 2022/06/27 21:41:07 - mmengine - INFO - Epoch(train) [15][1120/3757] lr: 1.000e-02 eta: 23:43:07 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.5164 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2146 loss: 2.2146 2022/06/27 21:41:13 - mmengine - INFO - Epoch(train) [15][1140/3757] lr: 1.000e-02 eta: 23:43:05 time: 0.237 data_time: 0.019 memory: 6238 grad_norm: 5.8992 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1537 loss: 2.1537 2022/06/27 21:41:18 - mmengine - INFO - Epoch(train) [15][1160/3757] lr: 1.000e-02 eta: 23:42:57 time: 0.230 data_time: 0.024 memory: 6238 grad_norm: 5.8631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8457 loss: 1.8457 2022/06/27 21:41:23 - mmengine - INFO - Epoch(train) [15][1180/3757] lr: 1.000e-02 eta: 23:42:53 time: 0.566 data_time: 0.008 memory: 6238 grad_norm: 6.2047 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0387 loss: 2.0387 2022/06/27 21:41:28 - mmengine - INFO - Epoch(train) [15][1200/3757] lr: 1.000e-02 eta: 23:42:48 time: 0.221 data_time: 0.015 memory: 6238 grad_norm: 6.1229 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.4854 loss: 2.4854 2022/06/27 21:41:34 - mmengine - INFO - Epoch(train) [15][1220/3757] lr: 1.000e-02 eta: 23:42:43 time: 0.237 data_time: 0.023 memory: 6238 grad_norm: 4.7462 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9767 loss: 1.9767 2022/06/27 21:41:39 - mmengine - INFO - Epoch(train) [15][1240/3757] lr: 1.000e-02 eta: 23:42:37 time: 0.233 data_time: 0.007 memory: 6238 grad_norm: 5.6486 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4992 loss: 2.4992 2022/06/27 21:41:44 - mmengine - INFO - Epoch(train) [15][1260/3757] lr: 1.000e-02 eta: 23:42:32 time: 0.222 data_time: 0.016 memory: 6238 grad_norm: 5.0673 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8682 loss: 1.8682 2022/06/27 21:41:50 - mmengine - INFO - Epoch(train) [15][1280/3757] lr: 1.000e-02 eta: 23:42:26 time: 0.262 data_time: 0.029 memory: 6238 grad_norm: 6.0265 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2915 loss: 2.2915 2022/06/27 21:41:55 - mmengine - INFO - Epoch(train) [15][1300/3757] lr: 1.000e-02 eta: 23:42:22 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.6025 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2878 loss: 2.2878 2022/06/27 21:42:00 - mmengine - INFO - Epoch(train) [15][1320/3757] lr: 1.000e-02 eta: 23:42:15 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.5437 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0685 loss: 2.0685 2022/06/27 21:42:05 - mmengine - INFO - Epoch(train) [15][1340/3757] lr: 1.000e-02 eta: 23:42:10 time: 0.232 data_time: 0.027 memory: 6238 grad_norm: 5.3510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4708 loss: 2.4708 2022/06/27 21:42:11 - mmengine - INFO - Epoch(train) [15][1360/3757] lr: 1.000e-02 eta: 23:42:04 time: 0.232 data_time: 0.008 memory: 6238 grad_norm: 5.9614 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1720 loss: 2.1720 2022/06/27 21:42:16 - mmengine - INFO - Epoch(train) [15][1380/3757] lr: 1.000e-02 eta: 23:41:57 time: 0.218 data_time: 0.012 memory: 6238 grad_norm: 5.7330 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3951 loss: 2.3951 2022/06/27 21:42:21 - mmengine - INFO - Epoch(train) [15][1400/3757] lr: 1.000e-02 eta: 23:41:52 time: 0.247 data_time: 0.007 memory: 6238 grad_norm: 4.8859 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7299 loss: 1.7299 2022/06/27 21:42:22 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:42:27 - mmengine - INFO - Epoch(train) [15][1420/3757] lr: 1.000e-02 eta: 23:41:48 time: 0.251 data_time: 0.007 memory: 6238 grad_norm: 5.3035 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0478 loss: 2.0478 2022/06/27 21:42:32 - mmengine - INFO - Epoch(train) [15][1440/3757] lr: 1.000e-02 eta: 23:41:43 time: 0.225 data_time: 0.011 memory: 6238 grad_norm: 5.4814 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4637 loss: 2.4637 2022/06/27 21:42:37 - mmengine - INFO - Epoch(train) [15][1460/3757] lr: 1.000e-02 eta: 23:41:39 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.5685 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5890 loss: 2.5890 2022/06/27 21:42:43 - mmengine - INFO - Epoch(train) [15][1480/3757] lr: 1.000e-02 eta: 23:41:32 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.5217 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3902 loss: 2.3902 2022/06/27 21:42:48 - mmengine - INFO - Epoch(train) [15][1500/3757] lr: 1.000e-02 eta: 23:41:26 time: 0.221 data_time: 0.019 memory: 6238 grad_norm: 4.8353 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9960 loss: 1.9960 2022/06/27 21:42:53 - mmengine - INFO - Epoch(train) [15][1520/3757] lr: 1.000e-02 eta: 23:41:23 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.2582 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3234 loss: 2.3234 2022/06/27 21:42:58 - mmengine - INFO - Epoch(train) [15][1540/3757] lr: 1.000e-02 eta: 23:41:17 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.5044 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0173 loss: 2.0173 2022/06/27 21:43:04 - mmengine - INFO - Epoch(train) [15][1560/3757] lr: 1.000e-02 eta: 23:41:09 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.5804 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1376 loss: 2.1376 2022/06/27 21:43:09 - mmengine - INFO - Epoch(train) [15][1580/3757] lr: 1.000e-02 eta: 23:41:07 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 6.3697 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9164 loss: 1.9164 2022/06/27 21:43:14 - mmengine - INFO - Epoch(train) [15][1600/3757] lr: 1.000e-02 eta: 23:40:59 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.7670 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1231 loss: 2.1231 2022/06/27 21:43:20 - mmengine - INFO - Epoch(train) [15][1620/3757] lr: 1.000e-02 eta: 23:40:55 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.8343 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2006 loss: 2.2006 2022/06/27 21:43:25 - mmengine - INFO - Epoch(train) [15][1640/3757] lr: 1.000e-02 eta: 23:40:52 time: 0.233 data_time: 0.005 memory: 6238 grad_norm: 5.2204 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2203 loss: 2.2203 2022/06/27 21:43:30 - mmengine - INFO - Epoch(train) [15][1660/3757] lr: 1.000e-02 eta: 23:40:46 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 5.0713 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9934 loss: 1.9934 2022/06/27 21:43:36 - mmengine - INFO - Epoch(train) [15][1680/3757] lr: 1.000e-02 eta: 23:40:41 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 6.0465 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8947 loss: 1.8947 2022/06/27 21:43:41 - mmengine - INFO - Epoch(train) [15][1700/3757] lr: 1.000e-02 eta: 23:40:37 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.9097 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9049 loss: 1.9049 2022/06/27 21:43:46 - mmengine - INFO - Epoch(train) [15][1720/3757] lr: 1.000e-02 eta: 23:40:28 time: 0.223 data_time: 0.012 memory: 6238 grad_norm: 5.7146 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9166 loss: 1.9166 2022/06/27 21:43:52 - mmengine - INFO - Epoch(train) [15][1740/3757] lr: 1.000e-02 eta: 23:40:24 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.9565 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0382 loss: 2.0382 2022/06/27 21:43:57 - mmengine - INFO - Epoch(train) [15][1760/3757] lr: 1.000e-02 eta: 23:40:22 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.8744 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2617 loss: 2.2617 2022/06/27 21:44:03 - mmengine - INFO - Epoch(train) [15][1780/3757] lr: 1.000e-02 eta: 23:40:16 time: 0.230 data_time: 0.013 memory: 6238 grad_norm: 5.0239 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2943 loss: 2.2943 2022/06/27 21:44:08 - mmengine - INFO - Epoch(train) [15][1800/3757] lr: 1.000e-02 eta: 23:40:11 time: 0.237 data_time: 0.008 memory: 6238 grad_norm: 5.9189 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2678 loss: 2.2678 2022/06/27 21:44:13 - mmengine - INFO - Epoch(train) [15][1820/3757] lr: 1.000e-02 eta: 23:40:06 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.1806 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9774 loss: 1.9774 2022/06/27 21:44:18 - mmengine - INFO - Epoch(train) [15][1840/3757] lr: 1.000e-02 eta: 23:39:58 time: 0.227 data_time: 0.016 memory: 6238 grad_norm: 4.9697 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1315 loss: 2.1315 2022/06/27 21:44:24 - mmengine - INFO - Epoch(train) [15][1860/3757] lr: 1.000e-02 eta: 23:39:54 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 6.0132 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3451 loss: 2.3451 2022/06/27 21:44:29 - mmengine - INFO - Epoch(train) [15][1880/3757] lr: 1.000e-02 eta: 23:39:49 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.2494 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3401 loss: 2.3401 2022/06/27 21:44:34 - mmengine - INFO - Epoch(train) [15][1900/3757] lr: 1.000e-02 eta: 23:39:44 time: 0.235 data_time: 0.034 memory: 6238 grad_norm: 5.7115 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5100 loss: 2.5100 2022/06/27 21:44:39 - mmengine - INFO - Epoch(train) [15][1920/3757] lr: 1.000e-02 eta: 23:39:36 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.1003 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1066 loss: 2.1066 2022/06/27 21:44:45 - mmengine - INFO - Epoch(train) [15][1940/3757] lr: 1.000e-02 eta: 23:39:33 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.4673 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0444 loss: 2.0444 2022/06/27 21:44:50 - mmengine - INFO - Epoch(train) [15][1960/3757] lr: 1.000e-02 eta: 23:39:26 time: 0.225 data_time: 0.022 memory: 6238 grad_norm: 5.5749 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2036 loss: 2.2036 2022/06/27 21:44:55 - mmengine - INFO - Epoch(train) [15][1980/3757] lr: 1.000e-02 eta: 23:39:19 time: 0.220 data_time: 0.012 memory: 6238 grad_norm: 5.1111 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7307 loss: 1.7307 2022/06/27 21:45:01 - mmengine - INFO - Epoch(train) [15][2000/3757] lr: 1.000e-02 eta: 23:39:15 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.5260 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2077 loss: 2.2077 2022/06/27 21:45:06 - mmengine - INFO - Epoch(train) [15][2020/3757] lr: 1.000e-02 eta: 23:39:09 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 5.4306 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6413 loss: 1.6413 2022/06/27 21:45:12 - mmengine - INFO - Epoch(train) [15][2040/3757] lr: 1.000e-02 eta: 23:39:09 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 5.2144 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9199 loss: 1.9199 2022/06/27 21:45:17 - mmengine - INFO - Epoch(train) [15][2060/3757] lr: 1.000e-02 eta: 23:39:02 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 5.6317 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0081 loss: 2.0081 2022/06/27 21:45:22 - mmengine - INFO - Epoch(train) [15][2080/3757] lr: 1.000e-02 eta: 23:38:54 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 4.6102 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6593 loss: 1.6593 2022/06/27 21:45:27 - mmengine - INFO - Epoch(train) [15][2100/3757] lr: 1.000e-02 eta: 23:38:49 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.9000 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3520 loss: 2.3520 2022/06/27 21:45:33 - mmengine - INFO - Epoch(train) [15][2120/3757] lr: 1.000e-02 eta: 23:38:44 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 4.9922 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0539 loss: 2.0539 2022/06/27 21:45:37 - mmengine - INFO - Epoch(train) [15][2140/3757] lr: 1.000e-02 eta: 23:38:36 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 6.1125 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8055 loss: 1.8055 2022/06/27 21:45:43 - mmengine - INFO - Epoch(train) [15][2160/3757] lr: 1.000e-02 eta: 23:38:33 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.5543 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2446 loss: 2.2446 2022/06/27 21:45:48 - mmengine - INFO - Epoch(train) [15][2180/3757] lr: 1.000e-02 eta: 23:38:27 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.3910 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1114 loss: 2.1114 2022/06/27 21:45:54 - mmengine - INFO - Epoch(train) [15][2200/3757] lr: 1.000e-02 eta: 23:38:23 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 6.1240 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0769 loss: 2.0769 2022/06/27 21:45:59 - mmengine - INFO - Epoch(train) [15][2220/3757] lr: 1.000e-02 eta: 23:38:17 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.7462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4128 loss: 2.4128 2022/06/27 21:46:04 - mmengine - INFO - Epoch(train) [15][2240/3757] lr: 1.000e-02 eta: 23:38:12 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.4492 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1957 loss: 2.1957 2022/06/27 21:46:10 - mmengine - INFO - Epoch(train) [15][2260/3757] lr: 1.000e-02 eta: 23:38:05 time: 0.222 data_time: 0.019 memory: 6238 grad_norm: 5.6611 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3739 loss: 2.3739 2022/06/27 21:46:15 - mmengine - INFO - Epoch(train) [15][2280/3757] lr: 1.000e-02 eta: 23:38:00 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 5.4038 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2591 loss: 2.2591 2022/06/27 21:46:21 - mmengine - INFO - Epoch(train) [15][2300/3757] lr: 1.000e-02 eta: 23:37:58 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.3463 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.0379 loss: 2.0379 2022/06/27 21:46:26 - mmengine - INFO - Epoch(train) [15][2320/3757] lr: 1.000e-02 eta: 23:37:52 time: 0.425 data_time: 0.010 memory: 6238 grad_norm: 6.6113 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2025 loss: 2.2025 2022/06/27 21:46:31 - mmengine - INFO - Epoch(train) [15][2340/3757] lr: 1.000e-02 eta: 23:37:47 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.6541 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8634 loss: 1.8634 2022/06/27 21:46:37 - mmengine - INFO - Epoch(train) [15][2360/3757] lr: 1.000e-02 eta: 23:37:42 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.7891 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0115 loss: 2.0115 2022/06/27 21:46:43 - mmengine - INFO - Epoch(train) [15][2380/3757] lr: 1.000e-02 eta: 23:37:41 time: 0.232 data_time: 0.012 memory: 6238 grad_norm: 5.8528 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2927 loss: 2.2927 2022/06/27 21:46:47 - mmengine - INFO - Epoch(train) [15][2400/3757] lr: 1.000e-02 eta: 23:37:31 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.5919 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0228 loss: 2.0228 2022/06/27 21:46:48 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:46:53 - mmengine - INFO - Epoch(train) [15][2420/3757] lr: 1.000e-02 eta: 23:37:26 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.5767 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1123 loss: 2.1123 2022/06/27 21:46:58 - mmengine - INFO - Epoch(train) [15][2440/3757] lr: 1.000e-02 eta: 23:37:21 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.9282 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3975 loss: 2.3975 2022/06/27 21:47:03 - mmengine - INFO - Epoch(train) [15][2460/3757] lr: 1.000e-02 eta: 23:37:17 time: 0.211 data_time: 0.009 memory: 6238 grad_norm: 5.1186 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0057 loss: 2.0057 2022/06/27 21:47:08 - mmengine - INFO - Epoch(train) [15][2480/3757] lr: 1.000e-02 eta: 23:37:09 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.6662 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9963 loss: 1.9963 2022/06/27 21:47:14 - mmengine - INFO - Epoch(train) [15][2500/3757] lr: 1.000e-02 eta: 23:37:04 time: 0.241 data_time: 0.009 memory: 6238 grad_norm: 5.4396 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1780 loss: 2.1780 2022/06/27 21:47:19 - mmengine - INFO - Epoch(train) [15][2520/3757] lr: 1.000e-02 eta: 23:37:00 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.2371 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0127 loss: 2.0127 2022/06/27 21:47:24 - mmengine - INFO - Epoch(train) [15][2540/3757] lr: 1.000e-02 eta: 23:36:55 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.6256 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2181 loss: 2.2181 2022/06/27 21:47:30 - mmengine - INFO - Epoch(train) [15][2560/3757] lr: 1.000e-02 eta: 23:36:49 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.7169 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0931 loss: 2.0931 2022/06/27 21:47:35 - mmengine - INFO - Epoch(train) [15][2580/3757] lr: 1.000e-02 eta: 23:36:41 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.7474 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0736 loss: 2.0736 2022/06/27 21:47:40 - mmengine - INFO - Epoch(train) [15][2600/3757] lr: 1.000e-02 eta: 23:36:36 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.8871 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1994 loss: 2.1994 2022/06/27 21:47:46 - mmengine - INFO - Epoch(train) [15][2620/3757] lr: 1.000e-02 eta: 23:36:33 time: 0.220 data_time: 0.012 memory: 6238 grad_norm: 6.1241 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4010 loss: 2.4010 2022/06/27 21:47:51 - mmengine - INFO - Epoch(train) [15][2640/3757] lr: 1.000e-02 eta: 23:36:26 time: 0.240 data_time: 0.007 memory: 6238 grad_norm: 5.7570 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3519 loss: 2.3519 2022/06/27 21:47:56 - mmengine - INFO - Epoch(train) [15][2660/3757] lr: 1.000e-02 eta: 23:36:22 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 6.2368 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1453 loss: 2.1453 2022/06/27 21:48:01 - mmengine - INFO - Epoch(train) [15][2680/3757] lr: 1.000e-02 eta: 23:36:16 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 5.4081 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1119 loss: 2.1119 2022/06/27 21:48:07 - mmengine - INFO - Epoch(train) [15][2700/3757] lr: 1.000e-02 eta: 23:36:11 time: 0.233 data_time: 0.024 memory: 6238 grad_norm: 5.7651 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0953 loss: 2.0953 2022/06/27 21:48:11 - mmengine - INFO - Epoch(train) [15][2720/3757] lr: 1.000e-02 eta: 23:36:01 time: 0.225 data_time: 0.014 memory: 6238 grad_norm: 5.3009 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7371 loss: 1.7371 2022/06/27 21:48:17 - mmengine - INFO - Epoch(train) [15][2740/3757] lr: 1.000e-02 eta: 23:35:56 time: 0.366 data_time: 0.014 memory: 6238 grad_norm: 5.5737 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4078 loss: 2.4078 2022/06/27 21:48:22 - mmengine - INFO - Epoch(train) [15][2760/3757] lr: 1.000e-02 eta: 23:35:50 time: 0.354 data_time: 0.027 memory: 6238 grad_norm: 5.0697 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1055 loss: 2.1055 2022/06/27 21:48:27 - mmengine - INFO - Epoch(train) [15][2780/3757] lr: 1.000e-02 eta: 23:35:46 time: 0.227 data_time: 0.011 memory: 6238 grad_norm: 5.4803 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5403 loss: 2.5403 2022/06/27 21:48:33 - mmengine - INFO - Epoch(train) [15][2800/3757] lr: 1.000e-02 eta: 23:35:43 time: 0.226 data_time: 0.021 memory: 6238 grad_norm: 5.7528 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9696 loss: 1.9696 2022/06/27 21:48:38 - mmengine - INFO - Epoch(train) [15][2820/3757] lr: 1.000e-02 eta: 23:35:37 time: 0.225 data_time: 0.020 memory: 6238 grad_norm: 5.3648 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3448 loss: 2.3448 2022/06/27 21:48:43 - mmengine - INFO - Epoch(train) [15][2840/3757] lr: 1.000e-02 eta: 23:35:31 time: 0.219 data_time: 0.012 memory: 6238 grad_norm: 5.7768 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9098 loss: 1.9098 2022/06/27 21:48:49 - mmengine - INFO - Epoch(train) [15][2860/3757] lr: 1.000e-02 eta: 23:35:26 time: 0.258 data_time: 0.011 memory: 6238 grad_norm: 5.3078 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2377 loss: 2.2377 2022/06/27 21:48:54 - mmengine - INFO - Epoch(train) [15][2880/3757] lr: 1.000e-02 eta: 23:35:21 time: 0.233 data_time: 0.035 memory: 6238 grad_norm: 5.0844 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5753 loss: 1.5753 2022/06/27 21:48:59 - mmengine - INFO - Epoch(train) [15][2900/3757] lr: 1.000e-02 eta: 23:35:14 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.2590 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6713 loss: 2.6713 2022/06/27 21:49:05 - mmengine - INFO - Epoch(train) [15][2920/3757] lr: 1.000e-02 eta: 23:35:11 time: 0.221 data_time: 0.013 memory: 6238 grad_norm: 5.4072 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1700 loss: 2.1700 2022/06/27 21:49:10 - mmengine - INFO - Epoch(train) [15][2940/3757] lr: 1.000e-02 eta: 23:35:03 time: 0.225 data_time: 0.016 memory: 6238 grad_norm: 5.5347 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8858 loss: 1.8858 2022/06/27 21:49:15 - mmengine - INFO - Epoch(train) [15][2960/3757] lr: 1.000e-02 eta: 23:34:58 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 6.0109 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9611 loss: 1.9611 2022/06/27 21:49:20 - mmengine - INFO - Epoch(train) [15][2980/3757] lr: 1.000e-02 eta: 23:34:50 time: 0.224 data_time: 0.015 memory: 6238 grad_norm: 5.4327 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2236 loss: 2.2236 2022/06/27 21:49:25 - mmengine - INFO - Epoch(train) [15][3000/3757] lr: 1.000e-02 eta: 23:34:43 time: 0.224 data_time: 0.016 memory: 6238 grad_norm: 5.8700 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2053 loss: 2.2053 2022/06/27 21:49:30 - mmengine - INFO - Epoch(train) [15][3020/3757] lr: 1.000e-02 eta: 23:34:37 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.7557 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9268 loss: 1.9268 2022/06/27 21:49:36 - mmengine - INFO - Epoch(train) [15][3040/3757] lr: 1.000e-02 eta: 23:34:36 time: 0.225 data_time: 0.012 memory: 6238 grad_norm: 4.7530 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5317 loss: 2.5317 2022/06/27 21:49:41 - mmengine - INFO - Epoch(train) [15][3060/3757] lr: 1.000e-02 eta: 23:34:27 time: 0.216 data_time: 0.017 memory: 6238 grad_norm: 5.2407 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8228 loss: 2.8228 2022/06/27 21:49:47 - mmengine - INFO - Epoch(train) [15][3080/3757] lr: 1.000e-02 eta: 23:34:25 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.8315 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7473 loss: 1.7473 2022/06/27 21:49:52 - mmengine - INFO - Epoch(train) [15][3100/3757] lr: 1.000e-02 eta: 23:34:18 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.0339 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6400 loss: 2.6400 2022/06/27 21:49:56 - mmengine - INFO - Epoch(train) [15][3120/3757] lr: 1.000e-02 eta: 23:34:09 time: 0.232 data_time: 0.027 memory: 6238 grad_norm: 4.7096 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3832 loss: 2.3832 2022/06/27 21:50:03 - mmengine - INFO - Epoch(train) [15][3140/3757] lr: 1.000e-02 eta: 23:34:11 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.7266 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1592 loss: 2.1592 2022/06/27 21:50:08 - mmengine - INFO - Epoch(train) [15][3160/3757] lr: 1.000e-02 eta: 23:34:04 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 4.6730 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2563 loss: 2.2563 2022/06/27 21:50:13 - mmengine - INFO - Epoch(train) [15][3180/3757] lr: 1.000e-02 eta: 23:33:57 time: 0.237 data_time: 0.031 memory: 6238 grad_norm: 5.9456 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2312 loss: 2.2312 2022/06/27 21:50:18 - mmengine - INFO - Epoch(train) [15][3200/3757] lr: 1.000e-02 eta: 23:33:52 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 4.6156 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6263 loss: 2.6263 2022/06/27 21:50:24 - mmengine - INFO - Epoch(train) [15][3220/3757] lr: 1.000e-02 eta: 23:33:48 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.3418 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0010 loss: 2.0010 2022/06/27 21:50:28 - mmengine - INFO - Epoch(train) [15][3240/3757] lr: 1.000e-02 eta: 23:33:38 time: 0.227 data_time: 0.030 memory: 6238 grad_norm: 5.5494 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1439 loss: 2.1439 2022/06/27 21:50:34 - mmengine - INFO - Epoch(train) [15][3260/3757] lr: 1.000e-02 eta: 23:33:33 time: 0.218 data_time: 0.015 memory: 6238 grad_norm: 5.7708 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9416 loss: 1.9416 2022/06/27 21:50:39 - mmengine - INFO - Epoch(train) [15][3280/3757] lr: 1.000e-02 eta: 23:33:30 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.4146 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5128 loss: 2.5128 2022/06/27 21:50:45 - mmengine - INFO - Epoch(train) [15][3300/3757] lr: 1.000e-02 eta: 23:33:26 time: 0.229 data_time: 0.024 memory: 6238 grad_norm: 5.1894 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1040 loss: 2.1040 2022/06/27 21:50:50 - mmengine - INFO - Epoch(train) [15][3320/3757] lr: 1.000e-02 eta: 23:33:20 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.8009 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4302 loss: 2.4302 2022/06/27 21:50:56 - mmengine - INFO - Epoch(train) [15][3340/3757] lr: 1.000e-02 eta: 23:33:16 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.4621 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0515 loss: 2.0515 2022/06/27 21:51:01 - mmengine - INFO - Epoch(train) [15][3360/3757] lr: 1.000e-02 eta: 23:33:10 time: 0.239 data_time: 0.031 memory: 6238 grad_norm: 6.2334 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0728 loss: 2.0728 2022/06/27 21:51:06 - mmengine - INFO - Epoch(train) [15][3380/3757] lr: 1.000e-02 eta: 23:33:05 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.2869 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6200 loss: 1.6200 2022/06/27 21:51:11 - mmengine - INFO - Epoch(train) [15][3400/3757] lr: 1.000e-02 eta: 23:32:56 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.4361 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0227 loss: 2.0227 2022/06/27 21:51:11 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:51:15 - mmengine - INFO - Epoch(train) [15][3420/3757] lr: 1.000e-02 eta: 23:32:46 time: 0.216 data_time: 0.019 memory: 6238 grad_norm: 5.8591 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.5516 loss: 2.5516 2022/06/27 21:51:21 - mmengine - INFO - Epoch(train) [15][3440/3757] lr: 1.000e-02 eta: 23:32:42 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 4.5631 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0699 loss: 2.0699 2022/06/27 21:51:26 - mmengine - INFO - Epoch(train) [15][3460/3757] lr: 1.000e-02 eta: 23:32:36 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.3985 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7047 loss: 2.7047 2022/06/27 21:51:31 - mmengine - INFO - Epoch(train) [15][3480/3757] lr: 1.000e-02 eta: 23:32:29 time: 0.310 data_time: 0.014 memory: 6238 grad_norm: 5.3097 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3530 loss: 2.3530 2022/06/27 21:51:36 - mmengine - INFO - Epoch(train) [15][3500/3757] lr: 1.000e-02 eta: 23:32:23 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 4.6839 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0756 loss: 2.0756 2022/06/27 21:51:42 - mmengine - INFO - Epoch(train) [15][3520/3757] lr: 1.000e-02 eta: 23:32:19 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 6.0440 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2897 loss: 2.2897 2022/06/27 21:51:47 - mmengine - INFO - Epoch(train) [15][3540/3757] lr: 1.000e-02 eta: 23:32:12 time: 0.272 data_time: 0.016 memory: 6238 grad_norm: 5.1290 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1842 loss: 2.1842 2022/06/27 21:51:53 - mmengine - INFO - Epoch(train) [15][3560/3757] lr: 1.000e-02 eta: 23:32:09 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.3296 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4075 loss: 2.4075 2022/06/27 21:51:58 - mmengine - INFO - Epoch(train) [15][3580/3757] lr: 1.000e-02 eta: 23:32:06 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.0213 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0255 loss: 2.0255 2022/06/27 21:52:04 - mmengine - INFO - Epoch(train) [15][3600/3757] lr: 1.000e-02 eta: 23:32:03 time: 0.239 data_time: 0.007 memory: 6238 grad_norm: 5.4674 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.4333 loss: 2.4333 2022/06/27 21:52:09 - mmengine - INFO - Epoch(train) [15][3620/3757] lr: 1.000e-02 eta: 23:31:55 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.2763 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7097 loss: 1.7097 2022/06/27 21:52:14 - mmengine - INFO - Epoch(train) [15][3640/3757] lr: 1.000e-02 eta: 23:31:51 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.9521 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3443 loss: 2.3443 2022/06/27 21:52:19 - mmengine - INFO - Epoch(train) [15][3660/3757] lr: 1.000e-02 eta: 23:31:43 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.5834 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3280 loss: 2.3280 2022/06/27 21:52:25 - mmengine - INFO - Epoch(train) [15][3680/3757] lr: 1.000e-02 eta: 23:31:39 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.0931 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2683 loss: 2.2683 2022/06/27 21:52:30 - mmengine - INFO - Epoch(train) [15][3700/3757] lr: 1.000e-02 eta: 23:31:34 time: 0.324 data_time: 0.006 memory: 6238 grad_norm: 4.9888 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4283 loss: 2.4283 2022/06/27 21:52:35 - mmengine - INFO - Epoch(train) [15][3720/3757] lr: 1.000e-02 eta: 23:31:28 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.4327 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2413 loss: 2.2413 2022/06/27 21:52:41 - mmengine - INFO - Epoch(train) [15][3740/3757] lr: 1.000e-02 eta: 23:31:23 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 6.1559 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5843 loss: 2.5843 2022/06/27 21:52:45 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:52:45 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/06/27 21:52:56 - mmengine - INFO - Epoch(val) [15][20/310] eta: 0:01:26 time: 0.088 data_time: 0.004 memory: 6238 2022/06/27 21:53:02 - mmengine - INFO - Epoch(val) [15][40/310] eta: 0:01:21 time: 0.093 data_time: 0.009 memory: 1479 2022/06/27 21:53:05 - mmengine - INFO - Epoch(val) [15][60/310] eta: 0:00:22 time: 0.085 data_time: 0.004 memory: 1479 2022/06/27 21:53:11 - mmengine - INFO - Epoch(val) [15][80/310] eta: 0:01:05 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 21:53:17 - mmengine - INFO - Epoch(val) [15][100/310] eta: 0:00:57 time: 0.100 data_time: 0.012 memory: 1479 2022/06/27 21:53:21 - mmengine - INFO - Epoch(val) [15][120/310] eta: 0:00:25 time: 0.094 data_time: 0.005 memory: 1479 2022/06/27 21:53:27 - mmengine - INFO - Epoch(val) [15][140/310] eta: 0:00:50 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 21:53:33 - mmengine - INFO - Epoch(val) [15][160/310] eta: 0:00:35 time: 0.272 data_time: 0.189 memory: 1479 2022/06/27 21:53:37 - mmengine - INFO - Epoch(val) [15][180/310] eta: 0:00:24 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 21:53:43 - mmengine - INFO - Epoch(val) [15][200/310] eta: 0:00:32 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 21:53:49 - mmengine - INFO - Epoch(val) [15][220/310] eta: 0:00:29 time: 0.103 data_time: 0.005 memory: 1479 2022/06/27 21:53:53 - mmengine - INFO - Epoch(val) [15][240/310] eta: 0:00:14 time: 0.095 data_time: 0.009 memory: 1479 2022/06/27 21:53:59 - mmengine - INFO - Epoch(val) [15][260/310] eta: 0:00:16 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 21:54:05 - mmengine - INFO - Epoch(val) [15][280/310] eta: 0:00:09 time: 0.100 data_time: 0.005 memory: 1479 2022/06/27 21:54:07 - mmengine - INFO - Epoch(val) [15][300/310] eta: 0:00:01 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 21:54:09 - mmengine - INFO - Epoch(val) [15][310/310] acc/top1: 0.5401 acc/top5: 0.7910 acc/mean1: 0.5400 2022/06/27 21:54:18 - mmengine - INFO - Epoch(train) [16][20/3757] lr: 1.000e-02 eta: 23:31:22 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.0021 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3746 loss: 2.3746 2022/06/27 21:54:24 - mmengine - INFO - Epoch(train) [16][40/3757] lr: 1.000e-02 eta: 23:31:18 time: 0.213 data_time: 0.006 memory: 6238 grad_norm: 5.6859 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9255 loss: 1.9255 2022/06/27 21:54:28 - mmengine - INFO - Epoch(train) [16][60/3757] lr: 1.000e-02 eta: 23:31:11 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.7143 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0198 loss: 2.0198 2022/06/27 21:54:34 - mmengine - INFO - Epoch(train) [16][80/3757] lr: 1.000e-02 eta: 23:31:07 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 6.0886 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0843 loss: 2.0843 2022/06/27 21:54:40 - mmengine - INFO - Epoch(train) [16][100/3757] lr: 1.000e-02 eta: 23:31:04 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.7150 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.5318 loss: 2.5318 2022/06/27 21:54:45 - mmengine - INFO - Epoch(train) [16][120/3757] lr: 1.000e-02 eta: 23:30:57 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.2512 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2534 loss: 2.2534 2022/06/27 21:54:50 - mmengine - INFO - Epoch(train) [16][140/3757] lr: 1.000e-02 eta: 23:30:53 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 6.0813 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3597 loss: 2.3597 2022/06/27 21:54:55 - mmengine - INFO - Epoch(train) [16][160/3757] lr: 1.000e-02 eta: 23:30:47 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 6.9460 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0076 loss: 2.0076 2022/06/27 21:55:00 - mmengine - INFO - Epoch(train) [16][180/3757] lr: 1.000e-02 eta: 23:30:40 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6715 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5061 loss: 2.5061 2022/06/27 21:55:06 - mmengine - INFO - Epoch(train) [16][200/3757] lr: 1.000e-02 eta: 23:30:37 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.9724 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0032 loss: 2.0032 2022/06/27 21:55:12 - mmengine - INFO - Epoch(train) [16][220/3757] lr: 1.000e-02 eta: 23:30:35 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 4.9162 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9122 loss: 1.9122 2022/06/27 21:55:17 - mmengine - INFO - Epoch(train) [16][240/3757] lr: 1.000e-02 eta: 23:30:27 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.5265 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2073 loss: 2.2073 2022/06/27 21:55:22 - mmengine - INFO - Epoch(train) [16][260/3757] lr: 1.000e-02 eta: 23:30:20 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.6726 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3741 loss: 2.3741 2022/06/27 21:55:27 - mmengine - INFO - Epoch(train) [16][280/3757] lr: 1.000e-02 eta: 23:30:16 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.9035 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4030 loss: 2.4030 2022/06/27 21:55:32 - mmengine - INFO - Epoch(train) [16][300/3757] lr: 1.000e-02 eta: 23:30:06 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.1248 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0734 loss: 2.0734 2022/06/27 21:55:38 - mmengine - INFO - Epoch(train) [16][320/3757] lr: 1.000e-02 eta: 23:30:04 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 5.5064 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0825 loss: 2.0825 2022/06/27 21:55:43 - mmengine - INFO - Epoch(train) [16][340/3757] lr: 1.000e-02 eta: 23:30:00 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.2880 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0012 loss: 2.0012 2022/06/27 21:55:48 - mmengine - INFO - Epoch(train) [16][360/3757] lr: 1.000e-02 eta: 23:29:53 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.3833 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9665 loss: 1.9665 2022/06/27 21:55:54 - mmengine - INFO - Epoch(train) [16][380/3757] lr: 1.000e-02 eta: 23:29:49 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.0775 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0101 loss: 2.0101 2022/06/27 21:55:59 - mmengine - INFO - Epoch(train) [16][400/3757] lr: 1.000e-02 eta: 23:29:43 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.4398 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1274 loss: 2.1274 2022/06/27 21:56:04 - mmengine - INFO - Epoch(train) [16][420/3757] lr: 1.000e-02 eta: 23:29:37 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.4248 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0198 loss: 2.0198 2022/06/27 21:56:10 - mmengine - INFO - Epoch(train) [16][440/3757] lr: 1.000e-02 eta: 23:29:33 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.1752 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3747 loss: 2.3747 2022/06/27 21:56:15 - mmengine - INFO - Epoch(train) [16][460/3757] lr: 1.000e-02 eta: 23:29:30 time: 0.361 data_time: 0.011 memory: 6238 grad_norm: 5.4299 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9874 loss: 1.9874 2022/06/27 21:56:21 - mmengine - INFO - Epoch(train) [16][480/3757] lr: 1.000e-02 eta: 23:29:24 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.8292 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9728 loss: 1.9728 2022/06/27 21:56:26 - mmengine - INFO - Epoch(train) [16][500/3757] lr: 1.000e-02 eta: 23:29:19 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.5288 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3390 loss: 2.3390 2022/06/27 21:56:32 - mmengine - INFO - Epoch(train) [16][520/3757] lr: 1.000e-02 eta: 23:29:15 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.5196 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6616 loss: 2.6616 2022/06/27 21:56:37 - mmengine - INFO - Epoch(train) [16][540/3757] lr: 1.000e-02 eta: 23:29:08 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.3210 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0831 loss: 2.0831 2022/06/27 21:56:41 - mmengine - INFO - Epoch(train) [16][560/3757] lr: 1.000e-02 eta: 23:29:00 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.2529 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4227 loss: 2.4227 2022/06/27 21:56:47 - mmengine - INFO - Epoch(train) [16][580/3757] lr: 1.000e-02 eta: 23:28:57 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.9782 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2990 loss: 2.2990 2022/06/27 21:56:52 - mmengine - INFO - Epoch(train) [16][600/3757] lr: 1.000e-02 eta: 23:28:51 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 5.6834 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2217 loss: 2.2217 2022/06/27 21:56:58 - mmengine - INFO - Epoch(train) [16][620/3757] lr: 1.000e-02 eta: 23:28:46 time: 0.231 data_time: 0.024 memory: 6238 grad_norm: 6.1455 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9601 loss: 1.9601 2022/06/27 21:57:03 - mmengine - INFO - Epoch(train) [16][640/3757] lr: 1.000e-02 eta: 23:28:42 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.7530 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4180 loss: 2.4180 2022/06/27 21:57:05 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 21:57:09 - mmengine - INFO - Epoch(train) [16][660/3757] lr: 1.000e-02 eta: 23:28:38 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 6.3091 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1552 loss: 2.1552 2022/06/27 21:57:14 - mmengine - INFO - Epoch(train) [16][680/3757] lr: 1.000e-02 eta: 23:28:34 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.4243 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3182 loss: 2.3182 2022/06/27 21:57:19 - mmengine - INFO - Epoch(train) [16][700/3757] lr: 1.000e-02 eta: 23:28:26 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 6.1414 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9526 loss: 1.9526 2022/06/27 21:57:25 - mmengine - INFO - Epoch(train) [16][720/3757] lr: 1.000e-02 eta: 23:28:26 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 4.7474 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8965 loss: 1.8965 2022/06/27 21:57:30 - mmengine - INFO - Epoch(train) [16][740/3757] lr: 1.000e-02 eta: 23:28:16 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 5.4174 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0912 loss: 2.0912 2022/06/27 21:57:35 - mmengine - INFO - Epoch(train) [16][760/3757] lr: 1.000e-02 eta: 23:28:10 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.4055 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5368 loss: 2.5368 2022/06/27 21:57:41 - mmengine - INFO - Epoch(train) [16][780/3757] lr: 1.000e-02 eta: 23:28:06 time: 0.231 data_time: 0.010 memory: 6238 grad_norm: 6.1017 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4694 loss: 2.4694 2022/06/27 21:57:46 - mmengine - INFO - Epoch(train) [16][800/3757] lr: 1.000e-02 eta: 23:28:02 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.1737 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3670 loss: 2.3670 2022/06/27 21:57:51 - mmengine - INFO - Epoch(train) [16][820/3757] lr: 1.000e-02 eta: 23:27:56 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.8491 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0591 loss: 2.0591 2022/06/27 21:57:56 - mmengine - INFO - Epoch(train) [16][840/3757] lr: 1.000e-02 eta: 23:27:48 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 5.5641 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9112 loss: 1.9112 2022/06/27 21:58:02 - mmengine - INFO - Epoch(train) [16][860/3757] lr: 1.000e-02 eta: 23:27:47 time: 0.233 data_time: 0.009 memory: 6238 grad_norm: 5.3971 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8286 loss: 1.8286 2022/06/27 21:58:07 - mmengine - INFO - Epoch(train) [16][880/3757] lr: 1.000e-02 eta: 23:27:41 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.2087 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8994 loss: 1.8994 2022/06/27 21:58:12 - mmengine - INFO - Epoch(train) [16][900/3757] lr: 1.000e-02 eta: 23:27:32 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.2519 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9649 loss: 1.9649 2022/06/27 21:58:17 - mmengine - INFO - Epoch(train) [16][920/3757] lr: 1.000e-02 eta: 23:27:26 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.3622 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.9512 loss: 1.9512 2022/06/27 21:58:22 - mmengine - INFO - Epoch(train) [16][940/3757] lr: 1.000e-02 eta: 23:27:19 time: 0.396 data_time: 0.010 memory: 6238 grad_norm: 5.8604 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7021 loss: 1.7021 2022/06/27 21:58:28 - mmengine - INFO - Epoch(train) [16][960/3757] lr: 1.000e-02 eta: 23:27:15 time: 0.227 data_time: 0.015 memory: 6238 grad_norm: 5.0491 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1565 loss: 2.1565 2022/06/27 21:58:33 - mmengine - INFO - Epoch(train) [16][980/3757] lr: 1.000e-02 eta: 23:27:09 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 4.7087 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9498 loss: 1.9498 2022/06/27 21:58:38 - mmengine - INFO - Epoch(train) [16][1000/3757] lr: 1.000e-02 eta: 23:27:04 time: 0.765 data_time: 0.016 memory: 6238 grad_norm: 6.3257 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2368 loss: 2.2368 2022/06/27 21:58:44 - mmengine - INFO - Epoch(train) [16][1020/3757] lr: 1.000e-02 eta: 23:26:59 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.4837 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9715 loss: 1.9715 2022/06/27 21:58:49 - mmengine - INFO - Epoch(train) [16][1040/3757] lr: 1.000e-02 eta: 23:26:52 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.6640 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7907 loss: 1.7907 2022/06/27 21:58:55 - mmengine - INFO - Epoch(train) [16][1060/3757] lr: 1.000e-02 eta: 23:26:49 time: 0.232 data_time: 0.026 memory: 6238 grad_norm: 4.8936 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1638 loss: 2.1638 2022/06/27 21:59:00 - mmengine - INFO - Epoch(train) [16][1080/3757] lr: 1.000e-02 eta: 23:26:47 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.0428 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9604 loss: 1.9604 2022/06/27 21:59:06 - mmengine - INFO - Epoch(train) [16][1100/3757] lr: 1.000e-02 eta: 23:26:42 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.8986 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3149 loss: 2.3149 2022/06/27 21:59:11 - mmengine - INFO - Epoch(train) [16][1120/3757] lr: 1.000e-02 eta: 23:26:36 time: 0.229 data_time: 0.032 memory: 6238 grad_norm: 5.0915 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3277 loss: 2.3277 2022/06/27 21:59:17 - mmengine - INFO - Epoch(train) [16][1140/3757] lr: 1.000e-02 eta: 23:26:33 time: 0.250 data_time: 0.014 memory: 6238 grad_norm: 5.2546 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1347 loss: 2.1347 2022/06/27 21:59:21 - mmengine - INFO - Epoch(train) [16][1160/3757] lr: 1.000e-02 eta: 23:26:25 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.7691 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1251 loss: 2.1251 2022/06/27 21:59:27 - mmengine - INFO - Epoch(train) [16][1180/3757] lr: 1.000e-02 eta: 23:26:22 time: 0.230 data_time: 0.023 memory: 6238 grad_norm: 5.2391 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8781 loss: 1.8781 2022/06/27 21:59:32 - mmengine - INFO - Epoch(train) [16][1200/3757] lr: 1.000e-02 eta: 23:26:15 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.8255 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2600 loss: 2.2600 2022/06/27 21:59:38 - mmengine - INFO - Epoch(train) [16][1220/3757] lr: 1.000e-02 eta: 23:26:12 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.8821 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3913 loss: 2.3913 2022/06/27 21:59:43 - mmengine - INFO - Epoch(train) [16][1240/3757] lr: 1.000e-02 eta: 23:26:07 time: 0.677 data_time: 0.116 memory: 6238 grad_norm: 4.9362 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0369 loss: 2.0369 2022/06/27 21:59:49 - mmengine - INFO - Epoch(train) [16][1260/3757] lr: 1.000e-02 eta: 23:26:01 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 6.2316 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2062 loss: 2.2062 2022/06/27 21:59:54 - mmengine - INFO - Epoch(train) [16][1280/3757] lr: 1.000e-02 eta: 23:25:56 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 6.4775 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0355 loss: 2.0355 2022/06/27 21:59:59 - mmengine - INFO - Epoch(train) [16][1300/3757] lr: 1.000e-02 eta: 23:25:52 time: 0.252 data_time: 0.007 memory: 6238 grad_norm: 6.0137 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9864 loss: 2.9864 2022/06/27 22:00:05 - mmengine - INFO - Epoch(train) [16][1320/3757] lr: 1.000e-02 eta: 23:25:48 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.6445 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9816 loss: 1.9816 2022/06/27 22:00:10 - mmengine - INFO - Epoch(train) [16][1340/3757] lr: 1.000e-02 eta: 23:25:41 time: 0.216 data_time: 0.012 memory: 6238 grad_norm: 5.2099 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2098 loss: 2.2098 2022/06/27 22:00:15 - mmengine - INFO - Epoch(train) [16][1360/3757] lr: 1.000e-02 eta: 23:25:36 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.3731 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0819 loss: 2.0819 2022/06/27 22:00:20 - mmengine - INFO - Epoch(train) [16][1380/3757] lr: 1.000e-02 eta: 23:25:29 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.1241 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1717 loss: 2.1717 2022/06/27 22:00:26 - mmengine - INFO - Epoch(train) [16][1400/3757] lr: 1.000e-02 eta: 23:25:28 time: 0.221 data_time: 0.012 memory: 6238 grad_norm: 5.2587 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9232 loss: 1.9232 2022/06/27 22:00:32 - mmengine - INFO - Epoch(train) [16][1420/3757] lr: 1.000e-02 eta: 23:25:23 time: 0.226 data_time: 0.013 memory: 6238 grad_norm: 6.2177 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9825 loss: 1.9825 2022/06/27 22:00:36 - mmengine - INFO - Epoch(train) [16][1440/3757] lr: 1.000e-02 eta: 23:25:13 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.2001 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4940 loss: 2.4940 2022/06/27 22:00:41 - mmengine - INFO - Epoch(train) [16][1460/3757] lr: 1.000e-02 eta: 23:25:06 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.2030 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8619 loss: 1.8619 2022/06/27 22:00:46 - mmengine - INFO - Epoch(train) [16][1480/3757] lr: 1.000e-02 eta: 23:25:00 time: 0.238 data_time: 0.017 memory: 6238 grad_norm: 6.2296 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3574 loss: 2.3574 2022/06/27 22:00:52 - mmengine - INFO - Epoch(train) [16][1500/3757] lr: 1.000e-02 eta: 23:24:55 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.1891 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0708 loss: 2.0708 2022/06/27 22:00:57 - mmengine - INFO - Epoch(train) [16][1520/3757] lr: 1.000e-02 eta: 23:24:50 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.3936 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0893 loss: 2.0893 2022/06/27 22:01:03 - mmengine - INFO - Epoch(train) [16][1540/3757] lr: 1.000e-02 eta: 23:24:46 time: 0.320 data_time: 0.014 memory: 6238 grad_norm: 5.4362 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3160 loss: 2.3160 2022/06/27 22:01:08 - mmengine - INFO - Epoch(train) [16][1560/3757] lr: 1.000e-02 eta: 23:24:41 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 4.8281 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1485 loss: 2.1485 2022/06/27 22:01:13 - mmengine - INFO - Epoch(train) [16][1580/3757] lr: 1.000e-02 eta: 23:24:36 time: 0.252 data_time: 0.008 memory: 6238 grad_norm: 5.7881 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0348 loss: 2.0348 2022/06/27 22:01:19 - mmengine - INFO - Epoch(train) [16][1600/3757] lr: 1.000e-02 eta: 23:24:34 time: 0.218 data_time: 0.013 memory: 6238 grad_norm: 5.6411 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8977 loss: 1.8977 2022/06/27 22:01:25 - mmengine - INFO - Epoch(train) [16][1620/3757] lr: 1.000e-02 eta: 23:24:29 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.0828 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3168 loss: 2.3168 2022/06/27 22:01:30 - mmengine - INFO - Epoch(train) [16][1640/3757] lr: 1.000e-02 eta: 23:24:24 time: 0.231 data_time: 0.006 memory: 6238 grad_norm: 5.1942 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8338 loss: 1.8338 2022/06/27 22:01:32 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:01:35 - mmengine - INFO - Epoch(train) [16][1660/3757] lr: 1.000e-02 eta: 23:24:19 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.4903 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3022 loss: 2.3022 2022/06/27 22:01:41 - mmengine - INFO - Epoch(train) [16][1680/3757] lr: 1.000e-02 eta: 23:24:14 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.1244 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0566 loss: 2.0566 2022/06/27 22:01:46 - mmengine - INFO - Epoch(train) [16][1700/3757] lr: 1.000e-02 eta: 23:24:08 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.6738 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2961 loss: 2.2961 2022/06/27 22:01:51 - mmengine - INFO - Epoch(train) [16][1720/3757] lr: 1.000e-02 eta: 23:24:01 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 5.8178 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0462 loss: 2.0462 2022/06/27 22:01:56 - mmengine - INFO - Epoch(train) [16][1740/3757] lr: 1.000e-02 eta: 23:23:56 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5286 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2128 loss: 2.2128 2022/06/27 22:02:01 - mmengine - INFO - Epoch(train) [16][1760/3757] lr: 1.000e-02 eta: 23:23:49 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.2934 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0391 loss: 2.0391 2022/06/27 22:02:07 - mmengine - INFO - Epoch(train) [16][1780/3757] lr: 1.000e-02 eta: 23:23:46 time: 0.217 data_time: 0.009 memory: 6238 grad_norm: 6.0459 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3460 loss: 2.3460 2022/06/27 22:02:12 - mmengine - INFO - Epoch(train) [16][1800/3757] lr: 1.000e-02 eta: 23:23:39 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 4.9691 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2144 loss: 2.2144 2022/06/27 22:02:17 - mmengine - INFO - Epoch(train) [16][1820/3757] lr: 1.000e-02 eta: 23:23:33 time: 0.231 data_time: 0.009 memory: 6238 grad_norm: 5.1961 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1929 loss: 2.1929 2022/06/27 22:02:22 - mmengine - INFO - Epoch(train) [16][1840/3757] lr: 1.000e-02 eta: 23:23:27 time: 0.230 data_time: 0.008 memory: 6238 grad_norm: 6.2126 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1038 loss: 2.1038 2022/06/27 22:02:28 - mmengine - INFO - Epoch(train) [16][1860/3757] lr: 1.000e-02 eta: 23:23:22 time: 0.225 data_time: 0.013 memory: 6238 grad_norm: 5.6534 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2765 loss: 2.2765 2022/06/27 22:02:33 - mmengine - INFO - Epoch(train) [16][1880/3757] lr: 1.000e-02 eta: 23:23:17 time: 0.251 data_time: 0.014 memory: 6238 grad_norm: 4.8093 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4750 loss: 2.4750 2022/06/27 22:02:39 - mmengine - INFO - Epoch(train) [16][1900/3757] lr: 1.000e-02 eta: 23:23:13 time: 0.248 data_time: 0.010 memory: 6238 grad_norm: 5.5323 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2415 loss: 2.2415 2022/06/27 22:02:44 - mmengine - INFO - Epoch(train) [16][1920/3757] lr: 1.000e-02 eta: 23:23:08 time: 0.231 data_time: 0.028 memory: 6238 grad_norm: 5.4008 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3035 loss: 2.3035 2022/06/27 22:02:49 - mmengine - INFO - Epoch(train) [16][1940/3757] lr: 1.000e-02 eta: 23:23:01 time: 0.235 data_time: 0.012 memory: 6238 grad_norm: 6.0921 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9736 loss: 1.9736 2022/06/27 22:02:55 - mmengine - INFO - Epoch(train) [16][1960/3757] lr: 1.000e-02 eta: 23:22:57 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.6272 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2742 loss: 2.2742 2022/06/27 22:03:00 - mmengine - INFO - Epoch(train) [16][1980/3757] lr: 1.000e-02 eta: 23:22:54 time: 0.223 data_time: 0.020 memory: 6238 grad_norm: 5.6714 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0598 loss: 2.0598 2022/06/27 22:03:05 - mmengine - INFO - Epoch(train) [16][2000/3757] lr: 1.000e-02 eta: 23:22:47 time: 0.228 data_time: 0.010 memory: 6238 grad_norm: 5.0398 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2900 loss: 2.2900 2022/06/27 22:03:11 - mmengine - INFO - Epoch(train) [16][2020/3757] lr: 1.000e-02 eta: 23:22:43 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.4252 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9690 loss: 1.9690 2022/06/27 22:03:16 - mmengine - INFO - Epoch(train) [16][2040/3757] lr: 1.000e-02 eta: 23:22:38 time: 0.226 data_time: 0.017 memory: 6238 grad_norm: 5.3057 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9777 loss: 1.9777 2022/06/27 22:03:21 - mmengine - INFO - Epoch(train) [16][2060/3757] lr: 1.000e-02 eta: 23:22:32 time: 0.228 data_time: 0.010 memory: 6238 grad_norm: 5.4732 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0027 loss: 2.0027 2022/06/27 22:03:27 - mmengine - INFO - Epoch(train) [16][2080/3757] lr: 1.000e-02 eta: 23:22:26 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.9372 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6749 loss: 1.6749 2022/06/27 22:03:32 - mmengine - INFO - Epoch(train) [16][2100/3757] lr: 1.000e-02 eta: 23:22:21 time: 0.226 data_time: 0.018 memory: 6238 grad_norm: 5.3424 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7849 loss: 1.7849 2022/06/27 22:03:37 - mmengine - INFO - Epoch(train) [16][2120/3757] lr: 1.000e-02 eta: 23:22:15 time: 0.234 data_time: 0.009 memory: 6238 grad_norm: 6.6174 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1563 loss: 2.1563 2022/06/27 22:03:43 - mmengine - INFO - Epoch(train) [16][2140/3757] lr: 1.000e-02 eta: 23:22:12 time: 0.247 data_time: 0.009 memory: 6238 grad_norm: 5.3875 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3823 loss: 2.3823 2022/06/27 22:03:48 - mmengine - INFO - Epoch(train) [16][2160/3757] lr: 1.000e-02 eta: 23:22:07 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5296 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7587 loss: 1.7587 2022/06/27 22:03:53 - mmengine - INFO - Epoch(train) [16][2180/3757] lr: 1.000e-02 eta: 23:21:58 time: 0.228 data_time: 0.008 memory: 6238 grad_norm: 4.8378 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0862 loss: 2.0862 2022/06/27 22:03:58 - mmengine - INFO - Epoch(train) [16][2200/3757] lr: 1.000e-02 eta: 23:21:54 time: 0.234 data_time: 0.006 memory: 6238 grad_norm: 5.9913 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0075 loss: 2.0075 2022/06/27 22:04:04 - mmengine - INFO - Epoch(train) [16][2220/3757] lr: 1.000e-02 eta: 23:21:48 time: 0.263 data_time: 0.010 memory: 6238 grad_norm: 5.6671 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0766 loss: 2.0766 2022/06/27 22:04:09 - mmengine - INFO - Epoch(train) [16][2240/3757] lr: 1.000e-02 eta: 23:21:41 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.5591 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9376 loss: 1.9376 2022/06/27 22:04:14 - mmengine - INFO - Epoch(train) [16][2260/3757] lr: 1.000e-02 eta: 23:21:37 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.5639 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2266 loss: 2.2266 2022/06/27 22:04:19 - mmengine - INFO - Epoch(train) [16][2280/3757] lr: 1.000e-02 eta: 23:21:30 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.5390 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9826 loss: 1.9826 2022/06/27 22:04:25 - mmengine - INFO - Epoch(train) [16][2300/3757] lr: 1.000e-02 eta: 23:21:27 time: 0.482 data_time: 0.013 memory: 6238 grad_norm: 3.9902 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7783 loss: 1.7783 2022/06/27 22:04:30 - mmengine - INFO - Epoch(train) [16][2320/3757] lr: 1.000e-02 eta: 23:21:20 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5996 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0904 loss: 2.0904 2022/06/27 22:04:35 - mmengine - INFO - Epoch(train) [16][2340/3757] lr: 1.000e-02 eta: 23:21:15 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.4774 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0792 loss: 2.0792 2022/06/27 22:04:41 - mmengine - INFO - Epoch(train) [16][2360/3757] lr: 1.000e-02 eta: 23:21:10 time: 0.227 data_time: 0.017 memory: 6238 grad_norm: 6.2412 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9528 loss: 1.9528 2022/06/27 22:04:46 - mmengine - INFO - Epoch(train) [16][2380/3757] lr: 1.000e-02 eta: 23:21:06 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.7637 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1648 loss: 2.1648 2022/06/27 22:04:51 - mmengine - INFO - Epoch(train) [16][2400/3757] lr: 1.000e-02 eta: 23:20:59 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.1254 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0419 loss: 2.0419 2022/06/27 22:04:57 - mmengine - INFO - Epoch(train) [16][2420/3757] lr: 1.000e-02 eta: 23:20:56 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.8472 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9330 loss: 1.9330 2022/06/27 22:05:02 - mmengine - INFO - Epoch(train) [16][2440/3757] lr: 1.000e-02 eta: 23:20:51 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.5971 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0677 loss: 2.0677 2022/06/27 22:05:07 - mmengine - INFO - Epoch(train) [16][2460/3757] lr: 1.000e-02 eta: 23:20:45 time: 0.216 data_time: 0.011 memory: 6238 grad_norm: 6.4598 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9545 loss: 1.9545 2022/06/27 22:05:13 - mmengine - INFO - Epoch(train) [16][2480/3757] lr: 1.000e-02 eta: 23:20:39 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 6.1152 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1832 loss: 2.1832 2022/06/27 22:05:18 - mmengine - INFO - Epoch(train) [16][2500/3757] lr: 1.000e-02 eta: 23:20:35 time: 0.218 data_time: 0.008 memory: 6238 grad_norm: 5.4256 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3149 loss: 2.3149 2022/06/27 22:05:23 - mmengine - INFO - Epoch(train) [16][2520/3757] lr: 1.000e-02 eta: 23:20:28 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.7653 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2148 loss: 2.2148 2022/06/27 22:05:29 - mmengine - INFO - Epoch(train) [16][2540/3757] lr: 1.000e-02 eta: 23:20:24 time: 0.228 data_time: 0.016 memory: 6238 grad_norm: 5.0099 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2464 loss: 2.2464 2022/06/27 22:05:34 - mmengine - INFO - Epoch(train) [16][2560/3757] lr: 1.000e-02 eta: 23:20:19 time: 0.225 data_time: 0.008 memory: 6238 grad_norm: 5.5233 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.8044 loss: 1.8044 2022/06/27 22:05:39 - mmengine - INFO - Epoch(train) [16][2580/3757] lr: 1.000e-02 eta: 23:20:12 time: 0.227 data_time: 0.012 memory: 6238 grad_norm: 5.2396 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7643 loss: 2.7643 2022/06/27 22:05:44 - mmengine - INFO - Epoch(train) [16][2600/3757] lr: 1.000e-02 eta: 23:20:07 time: 0.243 data_time: 0.012 memory: 6238 grad_norm: 6.0205 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9879 loss: 1.9879 2022/06/27 22:05:50 - mmengine - INFO - Epoch(train) [16][2620/3757] lr: 1.000e-02 eta: 23:20:01 time: 0.223 data_time: 0.016 memory: 6238 grad_norm: 5.6658 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9060 loss: 1.9060 2022/06/27 22:05:55 - mmengine - INFO - Epoch(train) [16][2640/3757] lr: 1.000e-02 eta: 23:19:56 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 4.9899 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1410 loss: 2.1410 2022/06/27 22:05:56 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:06:01 - mmengine - INFO - Epoch(train) [16][2660/3757] lr: 1.000e-02 eta: 23:19:52 time: 0.428 data_time: 0.007 memory: 6238 grad_norm: 5.0154 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0884 loss: 2.0884 2022/06/27 22:06:06 - mmengine - INFO - Epoch(train) [16][2680/3757] lr: 1.000e-02 eta: 23:19:49 time: 0.226 data_time: 0.025 memory: 6238 grad_norm: 5.1385 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8164 loss: 1.8164 2022/06/27 22:06:11 - mmengine - INFO - Epoch(train) [16][2700/3757] lr: 1.000e-02 eta: 23:19:40 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.2620 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2297 loss: 2.2297 2022/06/27 22:06:16 - mmengine - INFO - Epoch(train) [16][2720/3757] lr: 1.000e-02 eta: 23:19:34 time: 0.651 data_time: 0.012 memory: 6238 grad_norm: 6.1415 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2065 loss: 2.2065 2022/06/27 22:06:21 - mmengine - INFO - Epoch(train) [16][2740/3757] lr: 1.000e-02 eta: 23:19:27 time: 0.219 data_time: 0.013 memory: 6238 grad_norm: 6.0912 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9193 loss: 1.9193 2022/06/27 22:06:27 - mmengine - INFO - Epoch(train) [16][2760/3757] lr: 1.000e-02 eta: 23:19:25 time: 0.238 data_time: 0.006 memory: 6238 grad_norm: 5.1581 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2089 loss: 2.2089 2022/06/27 22:06:32 - mmengine - INFO - Epoch(train) [16][2780/3757] lr: 1.000e-02 eta: 23:19:16 time: 0.221 data_time: 0.013 memory: 6238 grad_norm: 5.5347 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4269 loss: 2.4269 2022/06/27 22:06:37 - mmengine - INFO - Epoch(train) [16][2800/3757] lr: 1.000e-02 eta: 23:19:12 time: 0.237 data_time: 0.018 memory: 6238 grad_norm: 5.9930 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9666 loss: 1.9666 2022/06/27 22:06:42 - mmengine - INFO - Epoch(train) [16][2820/3757] lr: 1.000e-02 eta: 23:19:06 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 5.6136 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3591 loss: 2.3591 2022/06/27 22:06:48 - mmengine - INFO - Epoch(train) [16][2840/3757] lr: 1.000e-02 eta: 23:19:01 time: 0.231 data_time: 0.022 memory: 6238 grad_norm: 5.5172 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7629 loss: 1.7629 2022/06/27 22:06:53 - mmengine - INFO - Epoch(train) [16][2860/3757] lr: 1.000e-02 eta: 23:18:58 time: 0.226 data_time: 0.022 memory: 6238 grad_norm: 5.4777 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2197 loss: 2.2197 2022/06/27 22:06:58 - mmengine - INFO - Epoch(train) [16][2880/3757] lr: 1.000e-02 eta: 23:18:51 time: 0.231 data_time: 0.008 memory: 6238 grad_norm: 5.3074 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1930 loss: 2.1930 2022/06/27 22:07:04 - mmengine - INFO - Epoch(train) [16][2900/3757] lr: 1.000e-02 eta: 23:18:47 time: 0.226 data_time: 0.021 memory: 6238 grad_norm: 6.3474 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3019 loss: 2.3019 2022/06/27 22:07:09 - mmengine - INFO - Epoch(train) [16][2920/3757] lr: 1.000e-02 eta: 23:18:41 time: 0.216 data_time: 0.011 memory: 6238 grad_norm: 5.7941 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8296 loss: 1.8296 2022/06/27 22:07:14 - mmengine - INFO - Epoch(train) [16][2940/3757] lr: 1.000e-02 eta: 23:18:35 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.2590 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9746 loss: 1.9746 2022/06/27 22:07:20 - mmengine - INFO - Epoch(train) [16][2960/3757] lr: 1.000e-02 eta: 23:18:31 time: 0.227 data_time: 0.017 memory: 6238 grad_norm: 5.7948 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0867 loss: 2.0867 2022/06/27 22:07:25 - mmengine - INFO - Epoch(train) [16][2980/3757] lr: 1.000e-02 eta: 23:18:25 time: 0.226 data_time: 0.018 memory: 6238 grad_norm: 6.3678 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0520 loss: 2.0520 2022/06/27 22:07:31 - mmengine - INFO - Epoch(train) [16][3000/3757] lr: 1.000e-02 eta: 23:18:22 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.7525 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5021 loss: 2.5021 2022/06/27 22:07:36 - mmengine - INFO - Epoch(train) [16][3020/3757] lr: 1.000e-02 eta: 23:18:18 time: 0.240 data_time: 0.026 memory: 6238 grad_norm: 6.1464 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2616 loss: 2.2616 2022/06/27 22:07:41 - mmengine - INFO - Epoch(train) [16][3040/3757] lr: 1.000e-02 eta: 23:18:09 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 4.9808 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3978 loss: 2.3978 2022/06/27 22:07:47 - mmengine - INFO - Epoch(train) [16][3060/3757] lr: 1.000e-02 eta: 23:18:07 time: 0.224 data_time: 0.014 memory: 6238 grad_norm: 5.4132 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9744 loss: 1.9744 2022/06/27 22:07:52 - mmengine - INFO - Epoch(train) [16][3080/3757] lr: 1.000e-02 eta: 23:17:59 time: 0.222 data_time: 0.019 memory: 6238 grad_norm: 5.2533 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2704 loss: 2.2704 2022/06/27 22:07:57 - mmengine - INFO - Epoch(train) [16][3100/3757] lr: 1.000e-02 eta: 23:17:55 time: 0.221 data_time: 0.020 memory: 6238 grad_norm: 5.5427 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9222 loss: 1.9222 2022/06/27 22:08:02 - mmengine - INFO - Epoch(train) [16][3120/3757] lr: 1.000e-02 eta: 23:17:47 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.3858 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9787 loss: 1.9787 2022/06/27 22:08:08 - mmengine - INFO - Epoch(train) [16][3140/3757] lr: 1.000e-02 eta: 23:17:44 time: 0.217 data_time: 0.013 memory: 6238 grad_norm: 5.2206 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9380 loss: 1.9380 2022/06/27 22:08:13 - mmengine - INFO - Epoch(train) [16][3160/3757] lr: 1.000e-02 eta: 23:17:39 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.2460 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2731 loss: 2.2731 2022/06/27 22:08:18 - mmengine - INFO - Epoch(train) [16][3180/3757] lr: 1.000e-02 eta: 23:17:32 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 4.6732 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4836 loss: 2.4836 2022/06/27 22:08:24 - mmengine - INFO - Epoch(train) [16][3200/3757] lr: 1.000e-02 eta: 23:17:29 time: 0.259 data_time: 0.035 memory: 6238 grad_norm: 5.5813 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9526 loss: 1.9526 2022/06/27 22:08:29 - mmengine - INFO - Epoch(train) [16][3220/3757] lr: 1.000e-02 eta: 23:17:24 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.2476 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1324 loss: 2.1324 2022/06/27 22:08:34 - mmengine - INFO - Epoch(train) [16][3240/3757] lr: 1.000e-02 eta: 23:17:15 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.8997 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9632 loss: 1.9632 2022/06/27 22:08:39 - mmengine - INFO - Epoch(train) [16][3260/3757] lr: 1.000e-02 eta: 23:17:11 time: 0.230 data_time: 0.018 memory: 6238 grad_norm: 5.4952 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0508 loss: 2.0508 2022/06/27 22:08:45 - mmengine - INFO - Epoch(train) [16][3280/3757] lr: 1.000e-02 eta: 23:17:07 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.1907 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0198 loss: 2.0198 2022/06/27 22:08:50 - mmengine - INFO - Epoch(train) [16][3300/3757] lr: 1.000e-02 eta: 23:17:01 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.4194 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7455 loss: 1.7455 2022/06/27 22:08:56 - mmengine - INFO - Epoch(train) [16][3320/3757] lr: 1.000e-02 eta: 23:16:56 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.1903 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7220 loss: 1.7220 2022/06/27 22:09:01 - mmengine - INFO - Epoch(train) [16][3340/3757] lr: 1.000e-02 eta: 23:16:52 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.6885 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8943 loss: 1.8943 2022/06/27 22:09:06 - mmengine - INFO - Epoch(train) [16][3360/3757] lr: 1.000e-02 eta: 23:16:47 time: 0.242 data_time: 0.007 memory: 6238 grad_norm: 5.0578 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8509 loss: 1.8509 2022/06/27 22:09:12 - mmengine - INFO - Epoch(train) [16][3380/3757] lr: 1.000e-02 eta: 23:16:43 time: 0.682 data_time: 0.011 memory: 6238 grad_norm: 5.2453 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5404 loss: 2.5404 2022/06/27 22:09:17 - mmengine - INFO - Epoch(train) [16][3400/3757] lr: 1.000e-02 eta: 23:16:34 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.6681 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2798 loss: 2.2798 2022/06/27 22:09:23 - mmengine - INFO - Epoch(train) [16][3420/3757] lr: 1.000e-02 eta: 23:16:32 time: 0.261 data_time: 0.015 memory: 6238 grad_norm: 6.0492 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1102 loss: 2.1102 2022/06/27 22:09:28 - mmengine - INFO - Epoch(train) [16][3440/3757] lr: 1.000e-02 eta: 23:16:26 time: 0.512 data_time: 0.014 memory: 6238 grad_norm: 5.4815 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7840 loss: 1.7840 2022/06/27 22:09:32 - mmengine - INFO - Epoch(train) [16][3460/3757] lr: 1.000e-02 eta: 23:16:16 time: 0.226 data_time: 0.011 memory: 6238 grad_norm: 5.1543 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4135 loss: 2.4135 2022/06/27 22:09:37 - mmengine - INFO - Epoch(train) [16][3480/3757] lr: 1.000e-02 eta: 23:16:10 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.7062 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6024 loss: 2.6024 2022/06/27 22:09:42 - mmengine - INFO - Epoch(train) [16][3500/3757] lr: 1.000e-02 eta: 23:16:04 time: 0.233 data_time: 0.011 memory: 6238 grad_norm: 5.4940 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7812 loss: 1.7812 2022/06/27 22:09:48 - mmengine - INFO - Epoch(train) [16][3520/3757] lr: 1.000e-02 eta: 23:16:02 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.8813 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.2575 loss: 2.2575 2022/06/27 22:09:53 - mmengine - INFO - Epoch(train) [16][3540/3757] lr: 1.000e-02 eta: 23:15:53 time: 0.268 data_time: 0.014 memory: 6238 grad_norm: 5.5475 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2219 loss: 2.2219 2022/06/27 22:09:58 - mmengine - INFO - Epoch(train) [16][3560/3757] lr: 1.000e-02 eta: 23:15:46 time: 0.319 data_time: 0.011 memory: 6238 grad_norm: 5.3207 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2706 loss: 2.2706 2022/06/27 22:10:03 - mmengine - INFO - Epoch(train) [16][3580/3757] lr: 1.000e-02 eta: 23:15:41 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 5.5556 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0403 loss: 2.0403 2022/06/27 22:10:09 - mmengine - INFO - Epoch(train) [16][3600/3757] lr: 1.000e-02 eta: 23:15:37 time: 0.621 data_time: 0.018 memory: 6238 grad_norm: 5.2517 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0047 loss: 2.0047 2022/06/27 22:10:14 - mmengine - INFO - Epoch(train) [16][3620/3757] lr: 1.000e-02 eta: 23:15:29 time: 0.236 data_time: 0.011 memory: 6238 grad_norm: 6.2028 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0546 loss: 2.0546 2022/06/27 22:10:19 - mmengine - INFO - Epoch(train) [16][3640/3757] lr: 1.000e-02 eta: 23:15:23 time: 0.224 data_time: 0.013 memory: 6238 grad_norm: 5.5863 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3341 loss: 2.3341 2022/06/27 22:10:20 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:10:24 - mmengine - INFO - Epoch(train) [16][3660/3757] lr: 1.000e-02 eta: 23:15:18 time: 0.220 data_time: 0.015 memory: 6238 grad_norm: 5.5714 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3281 loss: 2.3281 2022/06/27 22:10:30 - mmengine - INFO - Epoch(train) [16][3680/3757] lr: 1.000e-02 eta: 23:15:14 time: 0.743 data_time: 0.020 memory: 6238 grad_norm: 5.7685 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3232 loss: 2.3232 2022/06/27 22:10:35 - mmengine - INFO - Epoch(train) [16][3700/3757] lr: 1.000e-02 eta: 23:15:08 time: 0.219 data_time: 0.015 memory: 6238 grad_norm: 5.4801 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9713 loss: 1.9713 2022/06/27 22:10:41 - mmengine - INFO - Epoch(train) [16][3720/3757] lr: 1.000e-02 eta: 23:15:07 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 6.1960 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0310 loss: 2.0310 2022/06/27 22:10:46 - mmengine - INFO - Epoch(train) [16][3740/3757] lr: 1.000e-02 eta: 23:15:01 time: 0.342 data_time: 0.009 memory: 6238 grad_norm: 5.1513 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9698 loss: 1.9698 2022/06/27 22:10:50 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:10:57 - mmengine - INFO - Epoch(val) [16][20/310] eta: 0:01:25 time: 0.087 data_time: 0.005 memory: 6238 2022/06/27 22:11:03 - mmengine - INFO - Epoch(val) [16][40/310] eta: 0:01:20 time: 0.294 data_time: 0.196 memory: 1479 2022/06/27 22:11:07 - mmengine - INFO - Epoch(val) [16][60/310] eta: 0:00:32 time: 0.091 data_time: 0.009 memory: 1479 2022/06/27 22:11:13 - mmengine - INFO - Epoch(val) [16][80/310] eta: 0:01:11 time: 0.093 data_time: 0.005 memory: 1479 2022/06/27 22:11:18 - mmengine - INFO - Epoch(val) [16][100/310] eta: 0:00:59 time: 0.102 data_time: 0.008 memory: 1479 2022/06/27 22:11:22 - mmengine - INFO - Epoch(val) [16][120/310] eta: 0:00:23 time: 0.093 data_time: 0.005 memory: 1479 2022/06/27 22:11:29 - mmengine - INFO - Epoch(val) [16][140/310] eta: 0:00:54 time: 0.098 data_time: 0.009 memory: 1479 2022/06/27 22:11:35 - mmengine - INFO - Epoch(val) [16][160/310] eta: 0:00:47 time: 0.990 data_time: 0.896 memory: 1479 2022/06/27 22:11:39 - mmengine - INFO - Epoch(val) [16][180/310] eta: 0:00:41 time: 0.093 data_time: 0.006 memory: 1479 2022/06/27 22:11:45 - mmengine - INFO - Epoch(val) [16][200/310] eta: 0:00:34 time: 0.088 data_time: 0.005 memory: 1479 2022/06/27 22:11:51 - mmengine - INFO - Epoch(val) [16][220/310] eta: 0:00:25 time: 0.101 data_time: 0.008 memory: 1479 2022/06/27 22:11:54 - mmengine - INFO - Epoch(val) [16][240/310] eta: 0:00:19 time: 0.092 data_time: 0.004 memory: 1479 2022/06/27 22:12:00 - mmengine - INFO - Epoch(val) [16][260/310] eta: 0:00:14 time: 0.087 data_time: 0.006 memory: 1479 2022/06/27 22:12:07 - mmengine - INFO - Epoch(val) [16][280/310] eta: 0:00:09 time: 0.289 data_time: 0.196 memory: 1479 2022/06/27 22:12:10 - mmengine - INFO - Epoch(val) [16][300/310] eta: 0:00:02 time: 0.087 data_time: 0.006 memory: 1479 2022/06/27 22:12:13 - mmengine - INFO - Epoch(val) [16][310/310] acc/top1: 0.5417 acc/top5: 0.7874 acc/mean1: 0.5415 2022/06/27 22:12:22 - mmengine - INFO - Epoch(train) [17][20/3757] lr: 1.000e-02 eta: 23:14:55 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.4263 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2269 loss: 2.2269 2022/06/27 22:12:28 - mmengine - INFO - Epoch(train) [17][40/3757] lr: 1.000e-02 eta: 23:14:55 time: 0.242 data_time: 0.006 memory: 6238 grad_norm: 5.3901 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9451 loss: 1.9451 2022/06/27 22:12:33 - mmengine - INFO - Epoch(train) [17][60/3757] lr: 1.000e-02 eta: 23:14:48 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.2061 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8406 loss: 1.8406 2022/06/27 22:12:38 - mmengine - INFO - Epoch(train) [17][80/3757] lr: 1.000e-02 eta: 23:14:43 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 5.7555 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0716 loss: 2.0716 2022/06/27 22:12:44 - mmengine - INFO - Epoch(train) [17][100/3757] lr: 1.000e-02 eta: 23:14:41 time: 0.254 data_time: 0.012 memory: 6238 grad_norm: 5.7793 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4753 loss: 2.4753 2022/06/27 22:12:49 - mmengine - INFO - Epoch(train) [17][120/3757] lr: 1.000e-02 eta: 23:14:34 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.8943 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7396 loss: 1.7396 2022/06/27 22:12:55 - mmengine - INFO - Epoch(train) [17][140/3757] lr: 1.000e-02 eta: 23:14:29 time: 0.234 data_time: 0.009 memory: 6238 grad_norm: 5.5032 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6529 loss: 2.6529 2022/06/27 22:13:01 - mmengine - INFO - Epoch(train) [17][160/3757] lr: 1.000e-02 eta: 23:14:28 time: 0.228 data_time: 0.008 memory: 6238 grad_norm: 5.7097 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9344 loss: 1.9344 2022/06/27 22:13:05 - mmengine - INFO - Epoch(train) [17][180/3757] lr: 1.000e-02 eta: 23:14:20 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.3623 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1153 loss: 2.1153 2022/06/27 22:13:11 - mmengine - INFO - Epoch(train) [17][200/3757] lr: 1.000e-02 eta: 23:14:16 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 6.3554 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1990 loss: 2.1990 2022/06/27 22:13:16 - mmengine - INFO - Epoch(train) [17][220/3757] lr: 1.000e-02 eta: 23:14:10 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.2958 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3510 loss: 2.3510 2022/06/27 22:13:21 - mmengine - INFO - Epoch(train) [17][240/3757] lr: 1.000e-02 eta: 23:14:03 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.5678 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4575 loss: 2.4575 2022/06/27 22:13:27 - mmengine - INFO - Epoch(train) [17][260/3757] lr: 1.000e-02 eta: 23:13:59 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.4359 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4664 loss: 2.4664 2022/06/27 22:13:32 - mmengine - INFO - Epoch(train) [17][280/3757] lr: 1.000e-02 eta: 23:13:55 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.6441 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3506 loss: 2.3506 2022/06/27 22:13:38 - mmengine - INFO - Epoch(train) [17][300/3757] lr: 1.000e-02 eta: 23:13:50 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.5582 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1172 loss: 2.1172 2022/06/27 22:13:43 - mmengine - INFO - Epoch(train) [17][320/3757] lr: 1.000e-02 eta: 23:13:44 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.6220 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4465 loss: 2.4465 2022/06/27 22:13:48 - mmengine - INFO - Epoch(train) [17][340/3757] lr: 1.000e-02 eta: 23:13:38 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.2178 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3539 loss: 2.3539 2022/06/27 22:13:53 - mmengine - INFO - Epoch(train) [17][360/3757] lr: 1.000e-02 eta: 23:13:31 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.3196 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7914 loss: 1.7914 2022/06/27 22:13:58 - mmengine - INFO - Epoch(train) [17][380/3757] lr: 1.000e-02 eta: 23:13:25 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 5.9405 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0350 loss: 2.0350 2022/06/27 22:14:03 - mmengine - INFO - Epoch(train) [17][400/3757] lr: 1.000e-02 eta: 23:13:18 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 4.3948 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3560 loss: 2.3560 2022/06/27 22:14:09 - mmengine - INFO - Epoch(train) [17][420/3757] lr: 1.000e-02 eta: 23:13:15 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.1776 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1750 loss: 2.1750 2022/06/27 22:14:14 - mmengine - INFO - Epoch(train) [17][440/3757] lr: 1.000e-02 eta: 23:13:07 time: 0.224 data_time: 0.013 memory: 6238 grad_norm: 5.5122 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4606 loss: 2.4606 2022/06/27 22:14:20 - mmengine - INFO - Epoch(train) [17][460/3757] lr: 1.000e-02 eta: 23:13:05 time: 0.221 data_time: 0.012 memory: 6238 grad_norm: 5.9625 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2093 loss: 2.2093 2022/06/27 22:14:25 - mmengine - INFO - Epoch(train) [17][480/3757] lr: 1.000e-02 eta: 23:12:58 time: 0.230 data_time: 0.014 memory: 6238 grad_norm: 5.8737 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2569 loss: 2.2569 2022/06/27 22:14:30 - mmengine - INFO - Epoch(train) [17][500/3757] lr: 1.000e-02 eta: 23:12:54 time: 0.223 data_time: 0.011 memory: 6238 grad_norm: 6.2242 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0617 loss: 2.0617 2022/06/27 22:14:37 - mmengine - INFO - Epoch(train) [17][520/3757] lr: 1.000e-02 eta: 23:12:56 time: 0.218 data_time: 0.014 memory: 6238 grad_norm: 5.0672 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2280 loss: 2.2280 2022/06/27 22:14:42 - mmengine - INFO - Epoch(train) [17][540/3757] lr: 1.000e-02 eta: 23:12:47 time: 0.249 data_time: 0.010 memory: 6238 grad_norm: 6.2129 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1271 loss: 2.1271 2022/06/27 22:14:46 - mmengine - INFO - Epoch(train) [17][560/3757] lr: 1.000e-02 eta: 23:12:38 time: 0.218 data_time: 0.013 memory: 6238 grad_norm: 5.8963 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4852 loss: 2.4852 2022/06/27 22:14:51 - mmengine - INFO - Epoch(train) [17][580/3757] lr: 1.000e-02 eta: 23:12:29 time: 0.241 data_time: 0.006 memory: 6238 grad_norm: 5.2545 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1305 loss: 2.1305 2022/06/27 22:14:55 - mmengine - INFO - Epoch(train) [17][600/3757] lr: 1.000e-02 eta: 23:12:20 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.7456 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1789 loss: 2.1789 2022/06/27 22:15:01 - mmengine - INFO - Epoch(train) [17][620/3757] lr: 1.000e-02 eta: 23:12:16 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6054 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1871 loss: 2.1871 2022/06/27 22:15:06 - mmengine - INFO - Epoch(train) [17][640/3757] lr: 1.000e-02 eta: 23:12:11 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 5.3907 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0353 loss: 2.0353 2022/06/27 22:15:12 - mmengine - INFO - Epoch(train) [17][660/3757] lr: 1.000e-02 eta: 23:12:07 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.6261 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2606 loss: 2.2606 2022/06/27 22:15:17 - mmengine - INFO - Epoch(train) [17][680/3757] lr: 1.000e-02 eta: 23:12:02 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 6.2531 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0487 loss: 2.0487 2022/06/27 22:15:23 - mmengine - INFO - Epoch(train) [17][700/3757] lr: 1.000e-02 eta: 23:11:57 time: 0.213 data_time: 0.010 memory: 6238 grad_norm: 5.0058 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5574 loss: 2.5574 2022/06/27 22:15:29 - mmengine - INFO - Epoch(train) [17][720/3757] lr: 1.000e-02 eta: 23:11:56 time: 0.843 data_time: 0.007 memory: 6238 grad_norm: 5.1592 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5438 loss: 2.5438 2022/06/27 22:15:34 - mmengine - INFO - Epoch(train) [17][740/3757] lr: 1.000e-02 eta: 23:11:50 time: 0.212 data_time: 0.010 memory: 6238 grad_norm: 5.5114 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6381 loss: 1.6381 2022/06/27 22:15:39 - mmengine - INFO - Epoch(train) [17][760/3757] lr: 1.000e-02 eta: 23:11:43 time: 0.232 data_time: 0.013 memory: 6238 grad_norm: 5.2934 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0665 loss: 2.0665 2022/06/27 22:15:44 - mmengine - INFO - Epoch(train) [17][780/3757] lr: 1.000e-02 eta: 23:11:38 time: 0.325 data_time: 0.007 memory: 6238 grad_norm: 5.5805 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4582 loss: 2.4582 2022/06/27 22:15:50 - mmengine - INFO - Epoch(train) [17][800/3757] lr: 1.000e-02 eta: 23:11:33 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.8242 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2479 loss: 2.2479 2022/06/27 22:15:55 - mmengine - INFO - Epoch(train) [17][820/3757] lr: 1.000e-02 eta: 23:11:29 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.8823 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9795 loss: 1.9795 2022/06/27 22:16:01 - mmengine - INFO - Epoch(train) [17][840/3757] lr: 1.000e-02 eta: 23:11:25 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.3680 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4023 loss: 2.4023 2022/06/27 22:16:06 - mmengine - INFO - Epoch(train) [17][860/3757] lr: 1.000e-02 eta: 23:11:18 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 4.4828 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2598 loss: 2.2598 2022/06/27 22:16:11 - mmengine - INFO - Epoch(train) [17][880/3757] lr: 1.000e-02 eta: 23:11:12 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.3583 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2330 loss: 2.2330 2022/06/27 22:16:13 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:16:16 - mmengine - INFO - Epoch(train) [17][900/3757] lr: 1.000e-02 eta: 23:11:07 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.2083 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0091 loss: 2.0091 2022/06/27 22:16:21 - mmengine - INFO - Epoch(train) [17][920/3757] lr: 1.000e-02 eta: 23:11:00 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 4.9259 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2449 loss: 2.2449 2022/06/27 22:16:27 - mmengine - INFO - Epoch(train) [17][940/3757] lr: 1.000e-02 eta: 23:10:56 time: 0.315 data_time: 0.011 memory: 6238 grad_norm: 5.1243 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1375 loss: 2.1375 2022/06/27 22:16:32 - mmengine - INFO - Epoch(train) [17][960/3757] lr: 1.000e-02 eta: 23:10:51 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.4611 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9444 loss: 1.9444 2022/06/27 22:16:37 - mmengine - INFO - Epoch(train) [17][980/3757] lr: 1.000e-02 eta: 23:10:46 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.9426 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2025 loss: 2.2025 2022/06/27 22:16:43 - mmengine - INFO - Epoch(train) [17][1000/3757] lr: 1.000e-02 eta: 23:10:41 time: 0.344 data_time: 0.009 memory: 6238 grad_norm: 5.4056 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0390 loss: 2.0390 2022/06/27 22:16:48 - mmengine - INFO - Epoch(train) [17][1020/3757] lr: 1.000e-02 eta: 23:10:36 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 6.0666 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8115 loss: 1.8115 2022/06/27 22:16:54 - mmengine - INFO - Epoch(train) [17][1040/3757] lr: 1.000e-02 eta: 23:10:31 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.4104 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7716 loss: 2.7716 2022/06/27 22:16:59 - mmengine - INFO - Epoch(train) [17][1060/3757] lr: 1.000e-02 eta: 23:10:25 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.0013 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4375 loss: 2.4375 2022/06/27 22:17:05 - mmengine - INFO - Epoch(train) [17][1080/3757] lr: 1.000e-02 eta: 23:10:22 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.6571 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1404 loss: 2.1404 2022/06/27 22:17:10 - mmengine - INFO - Epoch(train) [17][1100/3757] lr: 1.000e-02 eta: 23:10:18 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.6714 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9523 loss: 1.9523 2022/06/27 22:17:15 - mmengine - INFO - Epoch(train) [17][1120/3757] lr: 1.000e-02 eta: 23:10:11 time: 0.239 data_time: 0.010 memory: 6238 grad_norm: 5.8656 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1835 loss: 2.1835 2022/06/27 22:17:21 - mmengine - INFO - Epoch(train) [17][1140/3757] lr: 1.000e-02 eta: 23:10:07 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6246 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1175 loss: 2.1175 2022/06/27 22:17:26 - mmengine - INFO - Epoch(train) [17][1160/3757] lr: 1.000e-02 eta: 23:10:00 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 5.6084 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3129 loss: 2.3129 2022/06/27 22:17:32 - mmengine - INFO - Epoch(train) [17][1180/3757] lr: 1.000e-02 eta: 23:09:58 time: 0.227 data_time: 0.015 memory: 6238 grad_norm: 5.8671 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1335 loss: 2.1335 2022/06/27 22:17:36 - mmengine - INFO - Epoch(train) [17][1200/3757] lr: 1.000e-02 eta: 23:09:50 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.1980 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1058 loss: 2.1058 2022/06/27 22:17:41 - mmengine - INFO - Epoch(train) [17][1220/3757] lr: 1.000e-02 eta: 23:09:43 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.4517 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2466 loss: 2.2466 2022/06/27 22:17:47 - mmengine - INFO - Epoch(train) [17][1240/3757] lr: 1.000e-02 eta: 23:09:38 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.2352 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8875 loss: 1.8875 2022/06/27 22:17:52 - mmengine - INFO - Epoch(train) [17][1260/3757] lr: 1.000e-02 eta: 23:09:34 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.4229 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0322 loss: 2.0322 2022/06/27 22:17:58 - mmengine - INFO - Epoch(train) [17][1280/3757] lr: 1.000e-02 eta: 23:09:29 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 5.1157 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1222 loss: 2.1222 2022/06/27 22:18:03 - mmengine - INFO - Epoch(train) [17][1300/3757] lr: 1.000e-02 eta: 23:09:23 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 5.0153 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1546 loss: 2.1546 2022/06/27 22:18:08 - mmengine - INFO - Epoch(train) [17][1320/3757] lr: 1.000e-02 eta: 23:09:19 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 6.2214 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8750 loss: 1.8750 2022/06/27 22:18:14 - mmengine - INFO - Epoch(train) [17][1340/3757] lr: 1.000e-02 eta: 23:09:13 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.3354 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3254 loss: 2.3254 2022/06/27 22:18:19 - mmengine - INFO - Epoch(train) [17][1360/3757] lr: 1.000e-02 eta: 23:09:09 time: 0.235 data_time: 0.010 memory: 6238 grad_norm: 5.2337 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8605 loss: 1.8605 2022/06/27 22:18:25 - mmengine - INFO - Epoch(train) [17][1380/3757] lr: 1.000e-02 eta: 23:09:05 time: 0.234 data_time: 0.006 memory: 6238 grad_norm: 5.0292 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8826 loss: 1.8826 2022/06/27 22:18:30 - mmengine - INFO - Epoch(train) [17][1400/3757] lr: 1.000e-02 eta: 23:08:58 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.9507 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1755 loss: 2.1755 2022/06/27 22:18:35 - mmengine - INFO - Epoch(train) [17][1420/3757] lr: 1.000e-02 eta: 23:08:53 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.6771 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0342 loss: 2.0342 2022/06/27 22:18:40 - mmengine - INFO - Epoch(train) [17][1440/3757] lr: 1.000e-02 eta: 23:08:47 time: 0.222 data_time: 0.017 memory: 6238 grad_norm: 5.7633 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6965 loss: 2.6965 2022/06/27 22:18:45 - mmengine - INFO - Epoch(train) [17][1460/3757] lr: 1.000e-02 eta: 23:08:39 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.5922 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9475 loss: 1.9475 2022/06/27 22:18:51 - mmengine - INFO - Epoch(train) [17][1480/3757] lr: 1.000e-02 eta: 23:08:36 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.4766 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2843 loss: 2.2843 2022/06/27 22:18:56 - mmengine - INFO - Epoch(train) [17][1500/3757] lr: 1.000e-02 eta: 23:08:31 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.3090 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7752 loss: 1.7752 2022/06/27 22:19:01 - mmengine - INFO - Epoch(train) [17][1520/3757] lr: 1.000e-02 eta: 23:08:24 time: 0.222 data_time: 0.012 memory: 6238 grad_norm: 5.7720 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2792 loss: 2.2792 2022/06/27 22:19:06 - mmengine - INFO - Epoch(train) [17][1540/3757] lr: 1.000e-02 eta: 23:08:18 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.7131 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0688 loss: 2.0688 2022/06/27 22:19:12 - mmengine - INFO - Epoch(train) [17][1560/3757] lr: 1.000e-02 eta: 23:08:14 time: 0.220 data_time: 0.020 memory: 6238 grad_norm: 6.1189 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3052 loss: 2.3052 2022/06/27 22:19:17 - mmengine - INFO - Epoch(train) [17][1580/3757] lr: 1.000e-02 eta: 23:08:10 time: 0.230 data_time: 0.018 memory: 6238 grad_norm: 5.8120 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1111 loss: 2.1111 2022/06/27 22:19:22 - mmengine - INFO - Epoch(train) [17][1600/3757] lr: 1.000e-02 eta: 23:08:03 time: 0.230 data_time: 0.011 memory: 6238 grad_norm: 4.3978 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9778 loss: 1.9778 2022/06/27 22:19:28 - mmengine - INFO - Epoch(train) [17][1620/3757] lr: 1.000e-02 eta: 23:07:57 time: 0.223 data_time: 0.014 memory: 6238 grad_norm: 5.4258 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1894 loss: 2.1894 2022/06/27 22:19:33 - mmengine - INFO - Epoch(train) [17][1640/3757] lr: 1.000e-02 eta: 23:07:52 time: 0.223 data_time: 0.018 memory: 6238 grad_norm: 5.9485 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3140 loss: 2.3140 2022/06/27 22:19:38 - mmengine - INFO - Epoch(train) [17][1660/3757] lr: 1.000e-02 eta: 23:07:46 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.1953 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6587 loss: 1.6587 2022/06/27 22:19:44 - mmengine - INFO - Epoch(train) [17][1680/3757] lr: 1.000e-02 eta: 23:07:43 time: 0.231 data_time: 0.013 memory: 6238 grad_norm: 5.8650 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4137 loss: 2.4137 2022/06/27 22:19:49 - mmengine - INFO - Epoch(train) [17][1700/3757] lr: 1.000e-02 eta: 23:07:37 time: 0.218 data_time: 0.018 memory: 6238 grad_norm: 5.5416 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0000 loss: 2.0000 2022/06/27 22:19:54 - mmengine - INFO - Epoch(train) [17][1720/3757] lr: 1.000e-02 eta: 23:07:32 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.9368 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7109 loss: 2.7109 2022/06/27 22:20:00 - mmengine - INFO - Epoch(train) [17][1740/3757] lr: 1.000e-02 eta: 23:07:28 time: 0.226 data_time: 0.011 memory: 6238 grad_norm: 5.8006 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1183 loss: 2.1183 2022/06/27 22:20:05 - mmengine - INFO - Epoch(train) [17][1760/3757] lr: 1.000e-02 eta: 23:07:23 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 4.8056 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7359 loss: 1.7359 2022/06/27 22:20:11 - mmengine - INFO - Epoch(train) [17][1780/3757] lr: 1.000e-02 eta: 23:07:18 time: 0.218 data_time: 0.008 memory: 6238 grad_norm: 6.0293 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0533 loss: 2.0533 2022/06/27 22:20:16 - mmengine - INFO - Epoch(train) [17][1800/3757] lr: 1.000e-02 eta: 23:07:14 time: 0.214 data_time: 0.014 memory: 6238 grad_norm: 5.0808 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1108 loss: 2.1108 2022/06/27 22:20:22 - mmengine - INFO - Epoch(train) [17][1820/3757] lr: 1.000e-02 eta: 23:07:10 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.6184 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1169 loss: 2.1169 2022/06/27 22:20:27 - mmengine - INFO - Epoch(train) [17][1840/3757] lr: 1.000e-02 eta: 23:07:02 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.7738 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3027 loss: 2.3027 2022/06/27 22:20:32 - mmengine - INFO - Epoch(train) [17][1860/3757] lr: 1.000e-02 eta: 23:06:58 time: 0.221 data_time: 0.016 memory: 6238 grad_norm: 5.8480 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2348 loss: 2.2348 2022/06/27 22:20:38 - mmengine - INFO - Epoch(train) [17][1880/3757] lr: 1.000e-02 eta: 23:06:54 time: 0.225 data_time: 0.008 memory: 6238 grad_norm: 5.0834 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7960 loss: 1.7960 2022/06/27 22:20:40 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:20:43 - mmengine - INFO - Epoch(train) [17][1900/3757] lr: 1.000e-02 eta: 23:06:46 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.2435 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7991 loss: 1.7991 2022/06/27 22:20:48 - mmengine - INFO - Epoch(train) [17][1920/3757] lr: 1.000e-02 eta: 23:06:43 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 6.2057 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0371 loss: 2.0371 2022/06/27 22:20:53 - mmengine - INFO - Epoch(train) [17][1940/3757] lr: 1.000e-02 eta: 23:06:36 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 6.1775 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4842 loss: 2.4842 2022/06/27 22:20:59 - mmengine - INFO - Epoch(train) [17][1960/3757] lr: 1.000e-02 eta: 23:06:32 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.3710 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1996 loss: 2.1996 2022/06/27 22:21:04 - mmengine - INFO - Epoch(train) [17][1980/3757] lr: 1.000e-02 eta: 23:06:28 time: 0.216 data_time: 0.009 memory: 6238 grad_norm: 5.6174 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.3770 loss: 2.3770 2022/06/27 22:21:09 - mmengine - INFO - Epoch(train) [17][2000/3757] lr: 1.000e-02 eta: 23:06:20 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.4972 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0286 loss: 2.0286 2022/06/27 22:21:14 - mmengine - INFO - Epoch(train) [17][2020/3757] lr: 1.000e-02 eta: 23:06:14 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.6523 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3594 loss: 2.3594 2022/06/27 22:21:20 - mmengine - INFO - Epoch(train) [17][2040/3757] lr: 1.000e-02 eta: 23:06:10 time: 0.243 data_time: 0.009 memory: 6238 grad_norm: 5.1265 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9880 loss: 1.9880 2022/06/27 22:21:25 - mmengine - INFO - Epoch(train) [17][2060/3757] lr: 1.000e-02 eta: 23:06:03 time: 0.239 data_time: 0.025 memory: 6238 grad_norm: 5.7154 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6992 loss: 1.6992 2022/06/27 22:21:30 - mmengine - INFO - Epoch(train) [17][2080/3757] lr: 1.000e-02 eta: 23:05:58 time: 0.226 data_time: 0.016 memory: 6238 grad_norm: 5.5489 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9818 loss: 1.9818 2022/06/27 22:21:36 - mmengine - INFO - Epoch(train) [17][2100/3757] lr: 1.000e-02 eta: 23:05:54 time: 0.226 data_time: 0.008 memory: 6238 grad_norm: 5.4597 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0367 loss: 2.0367 2022/06/27 22:21:41 - mmengine - INFO - Epoch(train) [17][2120/3757] lr: 1.000e-02 eta: 23:05:49 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.1734 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6083 loss: 1.6083 2022/06/27 22:21:46 - mmengine - INFO - Epoch(train) [17][2140/3757] lr: 1.000e-02 eta: 23:05:42 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 6.2465 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3220 loss: 2.3220 2022/06/27 22:21:52 - mmengine - INFO - Epoch(train) [17][2160/3757] lr: 1.000e-02 eta: 23:05:39 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 6.2689 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1322 loss: 2.1322 2022/06/27 22:21:57 - mmengine - INFO - Epoch(train) [17][2180/3757] lr: 1.000e-02 eta: 23:05:34 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 4.5798 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9250 loss: 1.9250 2022/06/27 22:22:03 - mmengine - INFO - Epoch(train) [17][2200/3757] lr: 1.000e-02 eta: 23:05:30 time: 0.244 data_time: 0.006 memory: 6238 grad_norm: 5.3003 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1402 loss: 2.1402 2022/06/27 22:22:08 - mmengine - INFO - Epoch(train) [17][2220/3757] lr: 1.000e-02 eta: 23:05:26 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.8200 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3410 loss: 2.3410 2022/06/27 22:22:13 - mmengine - INFO - Epoch(train) [17][2240/3757] lr: 1.000e-02 eta: 23:05:16 time: 0.218 data_time: 0.012 memory: 6238 grad_norm: 5.5541 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0486 loss: 2.0486 2022/06/27 22:22:18 - mmengine - INFO - Epoch(train) [17][2260/3757] lr: 1.000e-02 eta: 23:05:12 time: 0.231 data_time: 0.006 memory: 6238 grad_norm: 5.6849 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8073 loss: 1.8073 2022/06/27 22:22:24 - mmengine - INFO - Epoch(train) [17][2280/3757] lr: 1.000e-02 eta: 23:05:09 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.3974 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0092 loss: 2.0092 2022/06/27 22:22:29 - mmengine - INFO - Epoch(train) [17][2300/3757] lr: 1.000e-02 eta: 23:05:02 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 6.6265 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0705 loss: 2.0705 2022/06/27 22:22:35 - mmengine - INFO - Epoch(train) [17][2320/3757] lr: 1.000e-02 eta: 23:04:57 time: 0.242 data_time: 0.010 memory: 6238 grad_norm: 5.9463 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2408 loss: 2.2408 2022/06/27 22:22:40 - mmengine - INFO - Epoch(train) [17][2340/3757] lr: 1.000e-02 eta: 23:04:52 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.4050 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7363 loss: 1.7363 2022/06/27 22:22:45 - mmengine - INFO - Epoch(train) [17][2360/3757] lr: 1.000e-02 eta: 23:04:46 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.4150 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7922 loss: 1.7922 2022/06/27 22:22:50 - mmengine - INFO - Epoch(train) [17][2380/3757] lr: 1.000e-02 eta: 23:04:41 time: 0.232 data_time: 0.009 memory: 6238 grad_norm: 5.9831 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0998 loss: 2.0998 2022/06/27 22:22:56 - mmengine - INFO - Epoch(train) [17][2400/3757] lr: 1.000e-02 eta: 23:04:39 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.6099 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0867 loss: 2.0867 2022/06/27 22:23:01 - mmengine - INFO - Epoch(train) [17][2420/3757] lr: 1.000e-02 eta: 23:04:30 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.7298 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0413 loss: 2.0413 2022/06/27 22:23:06 - mmengine - INFO - Epoch(train) [17][2440/3757] lr: 1.000e-02 eta: 23:04:21 time: 0.236 data_time: 0.007 memory: 6238 grad_norm: 6.0915 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9510 loss: 1.9510 2022/06/27 22:23:11 - mmengine - INFO - Epoch(train) [17][2460/3757] lr: 1.000e-02 eta: 23:04:14 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 6.6381 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9621 loss: 1.9621 2022/06/27 22:23:16 - mmengine - INFO - Epoch(train) [17][2480/3757] lr: 1.000e-02 eta: 23:04:08 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.3433 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9733 loss: 1.9733 2022/06/27 22:23:21 - mmengine - INFO - Epoch(train) [17][2500/3757] lr: 1.000e-02 eta: 23:04:03 time: 0.262 data_time: 0.007 memory: 6238 grad_norm: 5.4294 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1413 loss: 2.1413 2022/06/27 22:23:27 - mmengine - INFO - Epoch(train) [17][2520/3757] lr: 1.000e-02 eta: 23:03:58 time: 0.232 data_time: 0.010 memory: 6238 grad_norm: 4.9755 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6372 loss: 1.6372 2022/06/27 22:23:32 - mmengine - INFO - Epoch(train) [17][2540/3757] lr: 1.000e-02 eta: 23:03:52 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.6014 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8845 loss: 1.8845 2022/06/27 22:23:37 - mmengine - INFO - Epoch(train) [17][2560/3757] lr: 1.000e-02 eta: 23:03:46 time: 0.234 data_time: 0.006 memory: 6238 grad_norm: 5.7081 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1052 loss: 2.1052 2022/06/27 22:23:42 - mmengine - INFO - Epoch(train) [17][2580/3757] lr: 1.000e-02 eta: 23:03:41 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 5.3517 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7174 loss: 1.7174 2022/06/27 22:23:48 - mmengine - INFO - Epoch(train) [17][2600/3757] lr: 1.000e-02 eta: 23:03:36 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.7454 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0130 loss: 2.0130 2022/06/27 22:23:53 - mmengine - INFO - Epoch(train) [17][2620/3757] lr: 1.000e-02 eta: 23:03:31 time: 0.226 data_time: 0.011 memory: 6238 grad_norm: 5.3941 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9065 loss: 1.9065 2022/06/27 22:23:59 - mmengine - INFO - Epoch(train) [17][2640/3757] lr: 1.000e-02 eta: 23:03:27 time: 0.250 data_time: 0.007 memory: 6238 grad_norm: 5.5633 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3154 loss: 2.3154 2022/06/27 22:24:04 - mmengine - INFO - Epoch(train) [17][2660/3757] lr: 1.000e-02 eta: 23:03:22 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 5.3399 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8770 loss: 1.8770 2022/06/27 22:24:09 - mmengine - INFO - Epoch(train) [17][2680/3757] lr: 1.000e-02 eta: 23:03:15 time: 0.235 data_time: 0.006 memory: 6238 grad_norm: 5.4129 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9120 loss: 1.9120 2022/06/27 22:24:15 - mmengine - INFO - Epoch(train) [17][2700/3757] lr: 1.000e-02 eta: 23:03:12 time: 0.716 data_time: 0.007 memory: 6238 grad_norm: 6.1505 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3579 loss: 2.3579 2022/06/27 22:24:20 - mmengine - INFO - Epoch(train) [17][2720/3757] lr: 1.000e-02 eta: 23:03:07 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.7147 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8355 loss: 1.8355 2022/06/27 22:24:25 - mmengine - INFO - Epoch(train) [17][2740/3757] lr: 1.000e-02 eta: 23:03:01 time: 0.240 data_time: 0.010 memory: 6238 grad_norm: 5.9084 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0594 loss: 2.0594 2022/06/27 22:24:31 - mmengine - INFO - Epoch(train) [17][2760/3757] lr: 1.000e-02 eta: 23:02:57 time: 0.261 data_time: 0.007 memory: 6238 grad_norm: 5.8650 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8441 loss: 1.8441 2022/06/27 22:24:36 - mmengine - INFO - Epoch(train) [17][2780/3757] lr: 1.000e-02 eta: 23:02:54 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.0226 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0703 loss: 2.0703 2022/06/27 22:24:41 - mmengine - INFO - Epoch(train) [17][2800/3757] lr: 1.000e-02 eta: 23:02:47 time: 0.250 data_time: 0.010 memory: 6238 grad_norm: 6.4723 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1255 loss: 2.1255 2022/06/27 22:24:47 - mmengine - INFO - Epoch(train) [17][2820/3757] lr: 1.000e-02 eta: 23:02:42 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.0061 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2916 loss: 2.2916 2022/06/27 22:24:52 - mmengine - INFO - Epoch(train) [17][2840/3757] lr: 1.000e-02 eta: 23:02:37 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.1497 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0825 loss: 2.0825 2022/06/27 22:24:57 - mmengine - INFO - Epoch(train) [17][2860/3757] lr: 1.000e-02 eta: 23:02:31 time: 0.225 data_time: 0.011 memory: 6238 grad_norm: 5.5085 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1400 loss: 2.1400 2022/06/27 22:25:03 - mmengine - INFO - Epoch(train) [17][2880/3757] lr: 1.000e-02 eta: 23:02:28 time: 0.235 data_time: 0.016 memory: 6238 grad_norm: 5.2698 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2026 loss: 2.2026 2022/06/27 22:25:06 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:25:09 - mmengine - INFO - Epoch(train) [17][2900/3757] lr: 1.000e-02 eta: 23:02:23 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.6334 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1665 loss: 2.1665 2022/06/27 22:25:14 - mmengine - INFO - Epoch(train) [17][2920/3757] lr: 1.000e-02 eta: 23:02:17 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.5887 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3931 loss: 2.3931 2022/06/27 22:25:19 - mmengine - INFO - Epoch(train) [17][2940/3757] lr: 1.000e-02 eta: 23:02:11 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 6.1204 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.2374 loss: 2.2374 2022/06/27 22:25:24 - mmengine - INFO - Epoch(train) [17][2960/3757] lr: 1.000e-02 eta: 23:02:06 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.1460 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0503 loss: 2.0503 2022/06/27 22:25:29 - mmengine - INFO - Epoch(train) [17][2980/3757] lr: 1.000e-02 eta: 23:01:58 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.5194 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0057 loss: 2.0057 2022/06/27 22:25:34 - mmengine - INFO - Epoch(train) [17][3000/3757] lr: 1.000e-02 eta: 23:01:53 time: 0.238 data_time: 0.007 memory: 6238 grad_norm: 5.4801 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9493 loss: 1.9493 2022/06/27 22:25:40 - mmengine - INFO - Epoch(train) [17][3020/3757] lr: 1.000e-02 eta: 23:01:49 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.1708 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1261 loss: 2.1261 2022/06/27 22:25:45 - mmengine - INFO - Epoch(train) [17][3040/3757] lr: 1.000e-02 eta: 23:01:42 time: 0.225 data_time: 0.017 memory: 6238 grad_norm: 5.3745 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9871 loss: 1.9871 2022/06/27 22:25:50 - mmengine - INFO - Epoch(train) [17][3060/3757] lr: 1.000e-02 eta: 23:01:36 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 6.1377 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2775 loss: 2.2775 2022/06/27 22:25:57 - mmengine - INFO - Epoch(train) [17][3080/3757] lr: 1.000e-02 eta: 23:01:38 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.7975 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0560 loss: 2.0560 2022/06/27 22:26:01 - mmengine - INFO - Epoch(train) [17][3100/3757] lr: 1.000e-02 eta: 23:01:28 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.4504 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9386 loss: 1.9386 2022/06/27 22:26:07 - mmengine - INFO - Epoch(train) [17][3120/3757] lr: 1.000e-02 eta: 23:01:23 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.8423 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9996 loss: 1.9996 2022/06/27 22:26:12 - mmengine - INFO - Epoch(train) [17][3140/3757] lr: 1.000e-02 eta: 23:01:18 time: 0.226 data_time: 0.009 memory: 6238 grad_norm: 5.6230 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2400 loss: 2.2400 2022/06/27 22:26:18 - mmengine - INFO - Epoch(train) [17][3160/3757] lr: 1.000e-02 eta: 23:01:16 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.1550 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8426 loss: 1.8426 2022/06/27 22:26:22 - mmengine - INFO - Epoch(train) [17][3180/3757] lr: 1.000e-02 eta: 23:01:07 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.3854 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5788 loss: 2.5788 2022/06/27 22:26:28 - mmengine - INFO - Epoch(train) [17][3200/3757] lr: 1.000e-02 eta: 23:01:01 time: 0.221 data_time: 0.015 memory: 6238 grad_norm: 5.5849 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9224 loss: 1.9224 2022/06/27 22:26:33 - mmengine - INFO - Epoch(train) [17][3220/3757] lr: 1.000e-02 eta: 23:00:58 time: 0.227 data_time: 0.008 memory: 6238 grad_norm: 5.0527 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1989 loss: 2.1989 2022/06/27 22:26:38 - mmengine - INFO - Epoch(train) [17][3240/3757] lr: 1.000e-02 eta: 23:00:51 time: 0.225 data_time: 0.011 memory: 6238 grad_norm: 5.3297 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0935 loss: 2.0935 2022/06/27 22:26:44 - mmengine - INFO - Epoch(train) [17][3260/3757] lr: 1.000e-02 eta: 23:00:47 time: 0.226 data_time: 0.009 memory: 6238 grad_norm: 5.6893 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3531 loss: 2.3531 2022/06/27 22:26:49 - mmengine - INFO - Epoch(train) [17][3280/3757] lr: 1.000e-02 eta: 23:00:41 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 5.0501 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9748 loss: 1.9748 2022/06/27 22:26:54 - mmengine - INFO - Epoch(train) [17][3300/3757] lr: 1.000e-02 eta: 23:00:36 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 4.9638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9842 loss: 1.9842 2022/06/27 22:27:00 - mmengine - INFO - Epoch(train) [17][3320/3757] lr: 1.000e-02 eta: 23:00:31 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.6474 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4137 loss: 2.4137 2022/06/27 22:27:06 - mmengine - INFO - Epoch(train) [17][3340/3757] lr: 1.000e-02 eta: 23:00:28 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.4494 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1731 loss: 2.1731 2022/06/27 22:27:11 - mmengine - INFO - Epoch(train) [17][3360/3757] lr: 1.000e-02 eta: 23:00:21 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.9147 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0735 loss: 2.0735 2022/06/27 22:27:17 - mmengine - INFO - Epoch(train) [17][3380/3757] lr: 1.000e-02 eta: 23:00:20 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 6.3363 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7924 loss: 1.7924 2022/06/27 22:27:21 - mmengine - INFO - Epoch(train) [17][3400/3757] lr: 1.000e-02 eta: 23:00:11 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.0648 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8354 loss: 1.8354 2022/06/27 22:27:26 - mmengine - INFO - Epoch(train) [17][3420/3757] lr: 1.000e-02 eta: 23:00:03 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 6.1228 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4495 loss: 2.4495 2022/06/27 22:27:31 - mmengine - INFO - Epoch(train) [17][3440/3757] lr: 1.000e-02 eta: 22:59:58 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.9062 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1665 loss: 2.1665 2022/06/27 22:27:38 - mmengine - INFO - Epoch(train) [17][3460/3757] lr: 1.000e-02 eta: 22:59:59 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.7807 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1504 loss: 2.1504 2022/06/27 22:27:43 - mmengine - INFO - Epoch(train) [17][3480/3757] lr: 1.000e-02 eta: 22:59:50 time: 0.236 data_time: 0.006 memory: 6238 grad_norm: 5.2768 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1345 loss: 2.1345 2022/06/27 22:27:47 - mmengine - INFO - Epoch(train) [17][3500/3757] lr: 1.000e-02 eta: 22:59:42 time: 0.226 data_time: 0.011 memory: 6238 grad_norm: 5.7669 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7392 loss: 1.7392 2022/06/27 22:27:53 - mmengine - INFO - Epoch(train) [17][3520/3757] lr: 1.000e-02 eta: 22:59:38 time: 0.214 data_time: 0.011 memory: 6238 grad_norm: 5.6913 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4923 loss: 2.4923 2022/06/27 22:27:58 - mmengine - INFO - Epoch(train) [17][3540/3757] lr: 1.000e-02 eta: 22:59:32 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 6.6051 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2190 loss: 2.2190 2022/06/27 22:28:03 - mmengine - INFO - Epoch(train) [17][3560/3757] lr: 1.000e-02 eta: 22:59:25 time: 0.225 data_time: 0.020 memory: 6238 grad_norm: 5.5342 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9713 loss: 1.9713 2022/06/27 22:28:08 - mmengine - INFO - Epoch(train) [17][3580/3757] lr: 1.000e-02 eta: 22:59:19 time: 0.221 data_time: 0.009 memory: 6238 grad_norm: 5.6048 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5348 loss: 2.5348 2022/06/27 22:28:14 - mmengine - INFO - Epoch(train) [17][3600/3757] lr: 1.000e-02 eta: 22:59:15 time: 0.229 data_time: 0.022 memory: 6238 grad_norm: 5.6553 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3514 loss: 2.3514 2022/06/27 22:28:20 - mmengine - INFO - Epoch(train) [17][3620/3757] lr: 1.000e-02 eta: 22:59:12 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.4207 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2469 loss: 2.2469 2022/06/27 22:28:24 - mmengine - INFO - Epoch(train) [17][3640/3757] lr: 1.000e-02 eta: 22:59:04 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.2223 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9350 loss: 1.9350 2022/06/27 22:28:30 - mmengine - INFO - Epoch(train) [17][3660/3757] lr: 1.000e-02 eta: 22:59:00 time: 0.226 data_time: 0.014 memory: 6238 grad_norm: 5.2952 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6036 loss: 2.6036 2022/06/27 22:28:35 - mmengine - INFO - Epoch(train) [17][3680/3757] lr: 1.000e-02 eta: 22:58:53 time: 0.234 data_time: 0.007 memory: 6238 grad_norm: 6.0423 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0469 loss: 2.0469 2022/06/27 22:28:41 - mmengine - INFO - Epoch(train) [17][3700/3757] lr: 1.000e-02 eta: 22:58:50 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.8451 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6044 loss: 1.6044 2022/06/27 22:28:46 - mmengine - INFO - Epoch(train) [17][3720/3757] lr: 1.000e-02 eta: 22:58:44 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.1173 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0175 loss: 2.0175 2022/06/27 22:28:52 - mmengine - INFO - Epoch(train) [17][3740/3757] lr: 1.000e-02 eta: 22:58:40 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 4.8299 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9254 loss: 1.9254 2022/06/27 22:28:55 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:29:02 - mmengine - INFO - Epoch(val) [17][20/310] eta: 0:01:28 time: 0.095 data_time: 0.006 memory: 6238 2022/06/27 22:29:08 - mmengine - INFO - Epoch(val) [17][40/310] eta: 0:01:16 time: 0.127 data_time: 0.046 memory: 1479 2022/06/27 22:29:12 - mmengine - INFO - Epoch(val) [17][60/310] eta: 0:00:24 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 22:29:18 - mmengine - INFO - Epoch(val) [17][80/310] eta: 0:01:10 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 22:29:24 - mmengine - INFO - Epoch(val) [17][100/310] eta: 0:00:58 time: 0.100 data_time: 0.006 memory: 1479 2022/06/27 22:29:28 - mmengine - INFO - Epoch(val) [17][120/310] eta: 0:00:23 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 22:29:34 - mmengine - INFO - Epoch(val) [17][140/310] eta: 0:00:51 time: 0.092 data_time: 0.006 memory: 1479 2022/06/27 22:29:39 - mmengine - INFO - Epoch(val) [17][160/310] eta: 0:00:35 time: 0.247 data_time: 0.160 memory: 1479 2022/06/27 22:29:44 - mmengine - INFO - Epoch(val) [17][180/310] eta: 0:00:26 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 22:29:50 - mmengine - INFO - Epoch(val) [17][200/310] eta: 0:00:33 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 22:29:56 - mmengine - INFO - Epoch(val) [17][220/310] eta: 0:00:22 time: 0.123 data_time: 0.005 memory: 1479 2022/06/27 22:30:00 - mmengine - INFO - Epoch(val) [17][240/310] eta: 0:00:14 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 22:30:06 - mmengine - INFO - Epoch(val) [17][260/310] eta: 0:00:15 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 22:30:12 - mmengine - INFO - Epoch(val) [17][280/310] eta: 0:00:08 time: 0.957 data_time: 0.858 memory: 1479 2022/06/27 22:30:16 - mmengine - INFO - Epoch(val) [17][300/310] eta: 0:00:02 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 22:30:19 - mmengine - INFO - Epoch(val) [17][310/310] acc/top1: 0.5320 acc/top5: 0.7839 acc/mean1: 0.5319 2022/06/27 22:30:28 - mmengine - INFO - Epoch(train) [18][20/3757] lr: 1.000e-02 eta: 22:58:36 time: 0.215 data_time: 0.009 memory: 6238 grad_norm: 5.3831 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6698 loss: 1.6698 2022/06/27 22:30:34 - mmengine - INFO - Epoch(train) [18][40/3757] lr: 1.000e-02 eta: 22:58:33 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.6562 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2301 loss: 2.2301 2022/06/27 22:30:39 - mmengine - INFO - Epoch(train) [18][60/3757] lr: 1.000e-02 eta: 22:58:27 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 4.7329 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5957 loss: 2.5957 2022/06/27 22:30:44 - mmengine - INFO - Epoch(train) [18][80/3757] lr: 1.000e-02 eta: 22:58:23 time: 0.218 data_time: 0.008 memory: 6238 grad_norm: 5.5207 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2624 loss: 2.2624 2022/06/27 22:30:50 - mmengine - INFO - Epoch(train) [18][100/3757] lr: 1.000e-02 eta: 22:58:18 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.7173 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8535 loss: 1.8535 2022/06/27 22:30:55 - mmengine - INFO - Epoch(train) [18][120/3757] lr: 1.000e-02 eta: 22:58:11 time: 0.226 data_time: 0.008 memory: 6238 grad_norm: 5.4848 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0251 loss: 2.0251 2022/06/27 22:30:58 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:31:00 - mmengine - INFO - Epoch(train) [18][140/3757] lr: 1.000e-02 eta: 22:58:06 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 4.5974 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9839 loss: 1.9839 2022/06/27 22:31:05 - mmengine - INFO - Epoch(train) [18][160/3757] lr: 1.000e-02 eta: 22:58:01 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.0951 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9959 loss: 1.9959 2022/06/27 22:31:11 - mmengine - INFO - Epoch(train) [18][180/3757] lr: 1.000e-02 eta: 22:57:56 time: 0.217 data_time: 0.015 memory: 6238 grad_norm: 4.9623 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0446 loss: 2.0446 2022/06/27 22:31:16 - mmengine - INFO - Epoch(train) [18][200/3757] lr: 1.000e-02 eta: 22:57:52 time: 0.424 data_time: 0.007 memory: 6238 grad_norm: 5.4825 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9962 loss: 1.9962 2022/06/27 22:31:21 - mmengine - INFO - Epoch(train) [18][220/3757] lr: 1.000e-02 eta: 22:57:46 time: 0.232 data_time: 0.010 memory: 6238 grad_norm: 5.8810 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2571 loss: 2.2571 2022/06/27 22:31:26 - mmengine - INFO - Epoch(train) [18][240/3757] lr: 1.000e-02 eta: 22:57:39 time: 0.220 data_time: 0.016 memory: 6238 grad_norm: 5.5312 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0526 loss: 2.0526 2022/06/27 22:31:32 - mmengine - INFO - Epoch(train) [18][260/3757] lr: 1.000e-02 eta: 22:57:33 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.7004 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0884 loss: 2.0884 2022/06/27 22:31:37 - mmengine - INFO - Epoch(train) [18][280/3757] lr: 1.000e-02 eta: 22:57:30 time: 0.231 data_time: 0.016 memory: 6238 grad_norm: 4.8498 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9868 loss: 1.9868 2022/06/27 22:31:42 - mmengine - INFO - Epoch(train) [18][300/3757] lr: 1.000e-02 eta: 22:57:21 time: 0.224 data_time: 0.019 memory: 6238 grad_norm: 4.9680 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6152 loss: 1.6152 2022/06/27 22:31:47 - mmengine - INFO - Epoch(train) [18][320/3757] lr: 1.000e-02 eta: 22:57:17 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.7574 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8703 loss: 1.8703 2022/06/27 22:31:53 - mmengine - INFO - Epoch(train) [18][340/3757] lr: 1.000e-02 eta: 22:57:12 time: 0.231 data_time: 0.018 memory: 6238 grad_norm: 5.2762 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1303 loss: 2.1303 2022/06/27 22:31:58 - mmengine - INFO - Epoch(train) [18][360/3757] lr: 1.000e-02 eta: 22:57:06 time: 0.231 data_time: 0.014 memory: 6238 grad_norm: 5.2984 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9532 loss: 1.9532 2022/06/27 22:32:04 - mmengine - INFO - Epoch(train) [18][380/3757] lr: 1.000e-02 eta: 22:57:01 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 4.9106 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6796 loss: 1.6796 2022/06/27 22:32:09 - mmengine - INFO - Epoch(train) [18][400/3757] lr: 1.000e-02 eta: 22:56:56 time: 0.222 data_time: 0.017 memory: 6238 grad_norm: 5.4639 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0720 loss: 2.0720 2022/06/27 22:32:14 - mmengine - INFO - Epoch(train) [18][420/3757] lr: 1.000e-02 eta: 22:56:49 time: 0.220 data_time: 0.012 memory: 6238 grad_norm: 5.6539 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4617 loss: 2.4617 2022/06/27 22:32:19 - mmengine - INFO - Epoch(train) [18][440/3757] lr: 1.000e-02 eta: 22:56:42 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 6.6680 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0439 loss: 2.0439 2022/06/27 22:32:24 - mmengine - INFO - Epoch(train) [18][460/3757] lr: 1.000e-02 eta: 22:56:36 time: 0.283 data_time: 0.082 memory: 6238 grad_norm: 5.2078 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8568 loss: 1.8568 2022/06/27 22:32:30 - mmengine - INFO - Epoch(train) [18][480/3757] lr: 1.000e-02 eta: 22:56:32 time: 0.508 data_time: 0.305 memory: 6238 grad_norm: 6.1013 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3622 loss: 2.3622 2022/06/27 22:32:34 - mmengine - INFO - Epoch(train) [18][500/3757] lr: 1.000e-02 eta: 22:56:24 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.9373 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8265 loss: 1.8265 2022/06/27 22:32:40 - mmengine - INFO - Epoch(train) [18][520/3757] lr: 1.000e-02 eta: 22:56:21 time: 0.630 data_time: 0.423 memory: 6238 grad_norm: 5.6206 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9505 loss: 1.9505 2022/06/27 22:32:45 - mmengine - INFO - Epoch(train) [18][540/3757] lr: 1.000e-02 eta: 22:56:14 time: 0.223 data_time: 0.022 memory: 6238 grad_norm: 5.5546 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0590 loss: 2.0590 2022/06/27 22:32:50 - mmengine - INFO - Epoch(train) [18][560/3757] lr: 1.000e-02 eta: 22:56:09 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.1575 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0964 loss: 2.0964 2022/06/27 22:32:56 - mmengine - INFO - Epoch(train) [18][580/3757] lr: 1.000e-02 eta: 22:56:07 time: 0.360 data_time: 0.066 memory: 6238 grad_norm: 5.9493 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8705 loss: 1.8705 2022/06/27 22:33:01 - mmengine - INFO - Epoch(train) [18][600/3757] lr: 1.000e-02 eta: 22:55:58 time: 0.220 data_time: 0.015 memory: 6238 grad_norm: 5.3714 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2796 loss: 2.2796 2022/06/27 22:33:06 - mmengine - INFO - Epoch(train) [18][620/3757] lr: 1.000e-02 eta: 22:55:51 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 6.5159 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6323 loss: 1.6323 2022/06/27 22:33:12 - mmengine - INFO - Epoch(train) [18][640/3757] lr: 1.000e-02 eta: 22:55:48 time: 0.238 data_time: 0.023 memory: 6238 grad_norm: 5.6867 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9049 loss: 1.9049 2022/06/27 22:33:17 - mmengine - INFO - Epoch(train) [18][660/3757] lr: 1.000e-02 eta: 22:55:42 time: 0.229 data_time: 0.019 memory: 6238 grad_norm: 5.9507 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9820 loss: 1.9820 2022/06/27 22:33:22 - mmengine - INFO - Epoch(train) [18][680/3757] lr: 1.000e-02 eta: 22:55:36 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.5768 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8002 loss: 1.8002 2022/06/27 22:33:27 - mmengine - INFO - Epoch(train) [18][700/3757] lr: 1.000e-02 eta: 22:55:31 time: 0.444 data_time: 0.031 memory: 6238 grad_norm: 5.0914 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2639 loss: 2.2639 2022/06/27 22:33:32 - mmengine - INFO - Epoch(train) [18][720/3757] lr: 1.000e-02 eta: 22:55:24 time: 0.224 data_time: 0.019 memory: 6238 grad_norm: 5.8567 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2417 loss: 2.2417 2022/06/27 22:33:38 - mmengine - INFO - Epoch(train) [18][740/3757] lr: 1.000e-02 eta: 22:55:21 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.9561 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6752 loss: 1.6752 2022/06/27 22:33:43 - mmengine - INFO - Epoch(train) [18][760/3757] lr: 1.000e-02 eta: 22:55:13 time: 0.258 data_time: 0.038 memory: 6238 grad_norm: 5.6615 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1060 loss: 2.1060 2022/06/27 22:33:48 - mmengine - INFO - Epoch(train) [18][780/3757] lr: 1.000e-02 eta: 22:55:08 time: 0.230 data_time: 0.018 memory: 6238 grad_norm: 5.3880 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1585 loss: 2.1585 2022/06/27 22:33:54 - mmengine - INFO - Epoch(train) [18][800/3757] lr: 1.000e-02 eta: 22:55:03 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.5915 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0199 loss: 2.0199 2022/06/27 22:33:59 - mmengine - INFO - Epoch(train) [18][820/3757] lr: 1.000e-02 eta: 22:54:57 time: 0.264 data_time: 0.060 memory: 6238 grad_norm: 5.7480 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1043 loss: 2.1043 2022/06/27 22:34:04 - mmengine - INFO - Epoch(train) [18][840/3757] lr: 1.000e-02 eta: 22:54:50 time: 0.222 data_time: 0.015 memory: 6238 grad_norm: 6.1696 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0691 loss: 2.0691 2022/06/27 22:34:09 - mmengine - INFO - Epoch(train) [18][860/3757] lr: 1.000e-02 eta: 22:54:46 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.7688 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1377 loss: 2.1377 2022/06/27 22:34:15 - mmengine - INFO - Epoch(train) [18][880/3757] lr: 1.000e-02 eta: 22:54:41 time: 0.226 data_time: 0.027 memory: 6238 grad_norm: 5.7738 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1006 loss: 2.1006 2022/06/27 22:34:20 - mmengine - INFO - Epoch(train) [18][900/3757] lr: 1.000e-02 eta: 22:54:34 time: 0.238 data_time: 0.009 memory: 6238 grad_norm: 5.3207 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9515 loss: 1.9515 2022/06/27 22:34:25 - mmengine - INFO - Epoch(train) [18][920/3757] lr: 1.000e-02 eta: 22:54:28 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.5433 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1559 loss: 2.1559 2022/06/27 22:34:30 - mmengine - INFO - Epoch(train) [18][940/3757] lr: 1.000e-02 eta: 22:54:24 time: 0.455 data_time: 0.248 memory: 6238 grad_norm: 5.7792 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1604 loss: 2.1604 2022/06/27 22:34:36 - mmengine - INFO - Epoch(train) [18][960/3757] lr: 1.000e-02 eta: 22:54:18 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.2969 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9744 loss: 1.9744 2022/06/27 22:34:41 - mmengine - INFO - Epoch(train) [18][980/3757] lr: 1.000e-02 eta: 22:54:12 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.2336 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4173 loss: 1.4173 2022/06/27 22:34:46 - mmengine - INFO - Epoch(train) [18][1000/3757] lr: 1.000e-02 eta: 22:54:07 time: 0.242 data_time: 0.019 memory: 6238 grad_norm: 5.8624 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9646 loss: 1.9646 2022/06/27 22:34:51 - mmengine - INFO - Epoch(train) [18][1020/3757] lr: 1.000e-02 eta: 22:54:00 time: 0.229 data_time: 0.017 memory: 6238 grad_norm: 5.4570 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8143 loss: 1.8143 2022/06/27 22:34:57 - mmengine - INFO - Epoch(train) [18][1040/3757] lr: 1.000e-02 eta: 22:53:57 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.8203 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1424 loss: 2.1424 2022/06/27 22:35:02 - mmengine - INFO - Epoch(train) [18][1060/3757] lr: 1.000e-02 eta: 22:53:51 time: 0.520 data_time: 0.012 memory: 6238 grad_norm: 5.9160 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0295 loss: 2.0295 2022/06/27 22:35:07 - mmengine - INFO - Epoch(train) [18][1080/3757] lr: 1.000e-02 eta: 22:53:44 time: 0.226 data_time: 0.009 memory: 6238 grad_norm: 5.3140 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9031 loss: 1.9031 2022/06/27 22:35:13 - mmengine - INFO - Epoch(train) [18][1100/3757] lr: 1.000e-02 eta: 22:53:40 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.0994 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2941 loss: 2.2941 2022/06/27 22:35:18 - mmengine - INFO - Epoch(train) [18][1120/3757] lr: 1.000e-02 eta: 22:53:37 time: 0.244 data_time: 0.007 memory: 6238 grad_norm: 5.5137 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9504 loss: 1.9504 2022/06/27 22:35:21 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:35:23 - mmengine - INFO - Epoch(train) [18][1140/3757] lr: 1.000e-02 eta: 22:53:28 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 6.1695 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.4363 loss: 2.4363 2022/06/27 22:35:28 - mmengine - INFO - Epoch(train) [18][1160/3757] lr: 1.000e-02 eta: 22:53:21 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 6.0643 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1974 loss: 2.1974 2022/06/27 22:35:34 - mmengine - INFO - Epoch(train) [18][1180/3757] lr: 1.000e-02 eta: 22:53:18 time: 0.537 data_time: 0.010 memory: 6238 grad_norm: 5.2630 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9885 loss: 1.9885 2022/06/27 22:35:38 - mmengine - INFO - Epoch(train) [18][1200/3757] lr: 1.000e-02 eta: 22:53:10 time: 0.238 data_time: 0.006 memory: 6238 grad_norm: 4.7235 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2563 loss: 2.2563 2022/06/27 22:35:44 - mmengine - INFO - Epoch(train) [18][1220/3757] lr: 1.000e-02 eta: 22:53:05 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 4.9565 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3303 loss: 2.3303 2022/06/27 22:35:49 - mmengine - INFO - Epoch(train) [18][1240/3757] lr: 1.000e-02 eta: 22:52:59 time: 0.311 data_time: 0.007 memory: 6238 grad_norm: 5.4143 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0010 loss: 2.0010 2022/06/27 22:35:54 - mmengine - INFO - Epoch(train) [18][1260/3757] lr: 1.000e-02 eta: 22:52:53 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.4035 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2584 loss: 2.2584 2022/06/27 22:36:00 - mmengine - INFO - Epoch(train) [18][1280/3757] lr: 1.000e-02 eta: 22:52:49 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.4401 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9493 loss: 1.9493 2022/06/27 22:36:05 - mmengine - INFO - Epoch(train) [18][1300/3757] lr: 1.000e-02 eta: 22:52:44 time: 0.330 data_time: 0.007 memory: 6238 grad_norm: 5.7091 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4730 loss: 2.4730 2022/06/27 22:36:10 - mmengine - INFO - Epoch(train) [18][1320/3757] lr: 1.000e-02 eta: 22:52:38 time: 0.238 data_time: 0.006 memory: 6238 grad_norm: 5.5034 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2256 loss: 2.2256 2022/06/27 22:36:15 - mmengine - INFO - Epoch(train) [18][1340/3757] lr: 1.000e-02 eta: 22:52:32 time: 0.243 data_time: 0.007 memory: 6238 grad_norm: 6.1830 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1421 loss: 2.1421 2022/06/27 22:36:21 - mmengine - INFO - Epoch(train) [18][1360/3757] lr: 1.000e-02 eta: 22:52:27 time: 0.288 data_time: 0.006 memory: 6238 grad_norm: 5.3497 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0050 loss: 2.0050 2022/06/27 22:36:26 - mmengine - INFO - Epoch(train) [18][1380/3757] lr: 1.000e-02 eta: 22:52:22 time: 0.244 data_time: 0.006 memory: 6238 grad_norm: 5.0259 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6785 loss: 1.6785 2022/06/27 22:36:32 - mmengine - INFO - Epoch(train) [18][1400/3757] lr: 1.000e-02 eta: 22:52:17 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.0523 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1908 loss: 2.1908 2022/06/27 22:36:37 - mmengine - INFO - Epoch(train) [18][1420/3757] lr: 1.000e-02 eta: 22:52:14 time: 0.234 data_time: 0.006 memory: 6238 grad_norm: 4.9467 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9750 loss: 1.9750 2022/06/27 22:36:43 - mmengine - INFO - Epoch(train) [18][1440/3757] lr: 1.000e-02 eta: 22:52:10 time: 0.247 data_time: 0.006 memory: 6238 grad_norm: 5.1362 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1428 loss: 2.1428 2022/06/27 22:36:48 - mmengine - INFO - Epoch(train) [18][1460/3757] lr: 1.000e-02 eta: 22:52:04 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.2540 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0300 loss: 2.0300 2022/06/27 22:36:53 - mmengine - INFO - Epoch(train) [18][1480/3757] lr: 1.000e-02 eta: 22:51:59 time: 0.244 data_time: 0.006 memory: 6238 grad_norm: 5.4946 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3311 loss: 2.3311 2022/06/27 22:36:59 - mmengine - INFO - Epoch(train) [18][1500/3757] lr: 1.000e-02 eta: 22:51:53 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 6.0287 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8915 loss: 1.8915 2022/06/27 22:37:04 - mmengine - INFO - Epoch(train) [18][1520/3757] lr: 1.000e-02 eta: 22:51:47 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.3666 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1072 loss: 2.1072 2022/06/27 22:37:09 - mmengine - INFO - Epoch(train) [18][1540/3757] lr: 1.000e-02 eta: 22:51:41 time: 0.317 data_time: 0.006 memory: 6238 grad_norm: 5.8407 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0404 loss: 2.0404 2022/06/27 22:37:14 - mmengine - INFO - Epoch(train) [18][1560/3757] lr: 1.000e-02 eta: 22:51:35 time: 0.254 data_time: 0.015 memory: 6238 grad_norm: 6.5171 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2962 loss: 2.2962 2022/06/27 22:37:20 - mmengine - INFO - Epoch(train) [18][1580/3757] lr: 1.000e-02 eta: 22:51:31 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.4704 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1434 loss: 2.1434 2022/06/27 22:37:25 - mmengine - INFO - Epoch(train) [18][1600/3757] lr: 1.000e-02 eta: 22:51:25 time: 0.241 data_time: 0.006 memory: 6238 grad_norm: 5.8624 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1537 loss: 2.1537 2022/06/27 22:37:30 - mmengine - INFO - Epoch(train) [18][1620/3757] lr: 1.000e-02 eta: 22:51:19 time: 0.313 data_time: 0.006 memory: 6238 grad_norm: 5.2092 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8079 loss: 1.8079 2022/06/27 22:37:35 - mmengine - INFO - Epoch(train) [18][1640/3757] lr: 1.000e-02 eta: 22:51:14 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.3210 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4213 loss: 2.4213 2022/06/27 22:37:41 - mmengine - INFO - Epoch(train) [18][1660/3757] lr: 1.000e-02 eta: 22:51:10 time: 0.256 data_time: 0.006 memory: 6238 grad_norm: 5.5293 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3513 loss: 2.3513 2022/06/27 22:37:46 - mmengine - INFO - Epoch(train) [18][1680/3757] lr: 1.000e-02 eta: 22:51:05 time: 0.434 data_time: 0.009 memory: 6238 grad_norm: 5.9353 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3522 loss: 2.3522 2022/06/27 22:37:51 - mmengine - INFO - Epoch(train) [18][1700/3757] lr: 1.000e-02 eta: 22:50:58 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.8146 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5318 loss: 1.5318 2022/06/27 22:37:57 - mmengine - INFO - Epoch(train) [18][1720/3757] lr: 1.000e-02 eta: 22:50:54 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.5795 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9103 loss: 1.9103 2022/06/27 22:38:03 - mmengine - INFO - Epoch(train) [18][1740/3757] lr: 1.000e-02 eta: 22:50:50 time: 0.768 data_time: 0.007 memory: 6238 grad_norm: 5.4749 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2468 loss: 2.2468 2022/06/27 22:38:07 - mmengine - INFO - Epoch(train) [18][1760/3757] lr: 1.000e-02 eta: 22:50:43 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.3349 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4219 loss: 2.4219 2022/06/27 22:38:12 - mmengine - INFO - Epoch(train) [18][1780/3757] lr: 1.000e-02 eta: 22:50:37 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.8678 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8689 loss: 1.8689 2022/06/27 22:38:18 - mmengine - INFO - Epoch(train) [18][1800/3757] lr: 1.000e-02 eta: 22:50:32 time: 0.610 data_time: 0.013 memory: 6238 grad_norm: 5.5220 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5135 loss: 2.5135 2022/06/27 22:38:23 - mmengine - INFO - Epoch(train) [18][1820/3757] lr: 1.000e-02 eta: 22:50:27 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.1915 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4213 loss: 2.4213 2022/06/27 22:38:29 - mmengine - INFO - Epoch(train) [18][1840/3757] lr: 1.000e-02 eta: 22:50:22 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.7079 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1581 loss: 2.1581 2022/06/27 22:38:34 - mmengine - INFO - Epoch(train) [18][1860/3757] lr: 1.000e-02 eta: 22:50:17 time: 0.979 data_time: 0.020 memory: 6238 grad_norm: 5.6194 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3557 loss: 2.3557 2022/06/27 22:38:39 - mmengine - INFO - Epoch(train) [18][1880/3757] lr: 1.000e-02 eta: 22:50:10 time: 0.227 data_time: 0.008 memory: 6238 grad_norm: 5.6684 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0803 loss: 2.0803 2022/06/27 22:38:45 - mmengine - INFO - Epoch(train) [18][1900/3757] lr: 1.000e-02 eta: 22:50:07 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.9824 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7961 loss: 1.7961 2022/06/27 22:38:50 - mmengine - INFO - Epoch(train) [18][1920/3757] lr: 1.000e-02 eta: 22:50:03 time: 0.679 data_time: 0.007 memory: 6238 grad_norm: 5.4965 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1967 loss: 2.1967 2022/06/27 22:38:55 - mmengine - INFO - Epoch(train) [18][1940/3757] lr: 1.000e-02 eta: 22:49:55 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.3727 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.7556 loss: 1.7556 2022/06/27 22:39:00 - mmengine - INFO - Epoch(train) [18][1960/3757] lr: 1.000e-02 eta: 22:49:49 time: 0.232 data_time: 0.010 memory: 6238 grad_norm: 5.0010 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8632 loss: 1.8632 2022/06/27 22:39:06 - mmengine - INFO - Epoch(train) [18][1980/3757] lr: 1.000e-02 eta: 22:49:46 time: 0.580 data_time: 0.007 memory: 6238 grad_norm: 5.8835 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1032 loss: 2.1032 2022/06/27 22:39:11 - mmengine - INFO - Epoch(train) [18][2000/3757] lr: 1.000e-02 eta: 22:49:39 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 6.2538 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3029 loss: 2.3029 2022/06/27 22:39:17 - mmengine - INFO - Epoch(train) [18][2020/3757] lr: 1.000e-02 eta: 22:49:35 time: 0.255 data_time: 0.007 memory: 6238 grad_norm: 5.3880 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8710 loss: 1.8710 2022/06/27 22:39:22 - mmengine - INFO - Epoch(train) [18][2040/3757] lr: 1.000e-02 eta: 22:49:31 time: 0.236 data_time: 0.010 memory: 6238 grad_norm: 5.2746 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9233 loss: 1.9233 2022/06/27 22:39:27 - mmengine - INFO - Epoch(train) [18][2060/3757] lr: 1.000e-02 eta: 22:49:25 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.8761 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0904 loss: 2.0904 2022/06/27 22:39:33 - mmengine - INFO - Epoch(train) [18][2080/3757] lr: 1.000e-02 eta: 22:49:19 time: 0.242 data_time: 0.010 memory: 6238 grad_norm: 5.2844 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.2702 loss: 2.2702 2022/06/27 22:39:38 - mmengine - INFO - Epoch(train) [18][2100/3757] lr: 1.000e-02 eta: 22:49:14 time: 0.246 data_time: 0.007 memory: 6238 grad_norm: 5.7811 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3748 loss: 2.3748 2022/06/27 22:39:43 - mmengine - INFO - Epoch(train) [18][2120/3757] lr: 1.000e-02 eta: 22:49:08 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.5799 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9837 loss: 1.9837 2022/06/27 22:39:46 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:39:48 - mmengine - INFO - Epoch(train) [18][2140/3757] lr: 1.000e-02 eta: 22:49:01 time: 0.241 data_time: 0.006 memory: 6238 grad_norm: 6.1894 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0824 loss: 2.0824 2022/06/27 22:39:53 - mmengine - INFO - Epoch(train) [18][2160/3757] lr: 1.000e-02 eta: 22:48:56 time: 0.586 data_time: 0.010 memory: 6238 grad_norm: 4.8309 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2077 loss: 2.2077 2022/06/27 22:39:59 - mmengine - INFO - Epoch(train) [18][2180/3757] lr: 1.000e-02 eta: 22:48:53 time: 0.213 data_time: 0.009 memory: 6238 grad_norm: 6.1730 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1465 loss: 2.1465 2022/06/27 22:40:05 - mmengine - INFO - Epoch(train) [18][2200/3757] lr: 1.000e-02 eta: 22:48:49 time: 0.234 data_time: 0.007 memory: 6238 grad_norm: 4.9130 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0057 loss: 2.0057 2022/06/27 22:40:10 - mmengine - INFO - Epoch(train) [18][2220/3757] lr: 1.000e-02 eta: 22:48:44 time: 0.601 data_time: 0.010 memory: 6238 grad_norm: 5.8065 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4798 loss: 2.4798 2022/06/27 22:40:15 - mmengine - INFO - Epoch(train) [18][2240/3757] lr: 1.000e-02 eta: 22:48:38 time: 0.253 data_time: 0.017 memory: 6238 grad_norm: 6.3519 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9156 loss: 1.9156 2022/06/27 22:40:20 - mmengine - INFO - Epoch(train) [18][2260/3757] lr: 1.000e-02 eta: 22:48:32 time: 0.230 data_time: 0.005 memory: 6238 grad_norm: 5.9202 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4915 loss: 2.4915 2022/06/27 22:40:26 - mmengine - INFO - Epoch(train) [18][2280/3757] lr: 1.000e-02 eta: 22:48:27 time: 0.648 data_time: 0.010 memory: 6238 grad_norm: 5.5891 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0936 loss: 2.0936 2022/06/27 22:40:31 - mmengine - INFO - Epoch(train) [18][2300/3757] lr: 1.000e-02 eta: 22:48:20 time: 0.224 data_time: 0.016 memory: 6238 grad_norm: 5.9772 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3934 loss: 2.3934 2022/06/27 22:40:36 - mmengine - INFO - Epoch(train) [18][2320/3757] lr: 1.000e-02 eta: 22:48:14 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.8368 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7704 loss: 1.7704 2022/06/27 22:40:41 - mmengine - INFO - Epoch(train) [18][2340/3757] lr: 1.000e-02 eta: 22:48:09 time: 0.571 data_time: 0.007 memory: 6238 grad_norm: 6.0832 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8977 loss: 1.8977 2022/06/27 22:40:46 - mmengine - INFO - Epoch(train) [18][2360/3757] lr: 1.000e-02 eta: 22:48:00 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.5231 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1962 loss: 2.1962 2022/06/27 22:40:51 - mmengine - INFO - Epoch(train) [18][2380/3757] lr: 1.000e-02 eta: 22:47:53 time: 0.233 data_time: 0.010 memory: 6238 grad_norm: 6.3581 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3413 loss: 2.3413 2022/06/27 22:40:56 - mmengine - INFO - Epoch(train) [18][2400/3757] lr: 1.000e-02 eta: 22:47:48 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 4.9574 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4377 loss: 2.4377 2022/06/27 22:41:01 - mmengine - INFO - Epoch(train) [18][2420/3757] lr: 1.000e-02 eta: 22:47:41 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.1891 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9778 loss: 1.9778 2022/06/27 22:41:06 - mmengine - INFO - Epoch(train) [18][2440/3757] lr: 1.000e-02 eta: 22:47:35 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.8008 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2599 loss: 2.2599 2022/06/27 22:41:11 - mmengine - INFO - Epoch(train) [18][2460/3757] lr: 1.000e-02 eta: 22:47:29 time: 0.218 data_time: 0.013 memory: 6238 grad_norm: 5.5629 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4038 loss: 2.4038 2022/06/27 22:41:17 - mmengine - INFO - Epoch(train) [18][2480/3757] lr: 1.000e-02 eta: 22:47:26 time: 0.240 data_time: 0.006 memory: 6238 grad_norm: 4.6889 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3331 loss: 2.3331 2022/06/27 22:41:22 - mmengine - INFO - Epoch(train) [18][2500/3757] lr: 1.000e-02 eta: 22:47:20 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.6833 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3163 loss: 2.3163 2022/06/27 22:41:28 - mmengine - INFO - Epoch(train) [18][2520/3757] lr: 1.000e-02 eta: 22:47:17 time: 0.235 data_time: 0.028 memory: 6238 grad_norm: 5.1167 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8320 loss: 1.8320 2022/06/27 22:41:33 - mmengine - INFO - Epoch(train) [18][2540/3757] lr: 1.000e-02 eta: 22:47:09 time: 0.218 data_time: 0.008 memory: 6238 grad_norm: 5.5811 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8939 loss: 1.8939 2022/06/27 22:41:38 - mmengine - INFO - Epoch(train) [18][2560/3757] lr: 1.000e-02 eta: 22:47:05 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 6.0931 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5474 loss: 2.5474 2022/06/27 22:41:44 - mmengine - INFO - Epoch(train) [18][2580/3757] lr: 1.000e-02 eta: 22:47:00 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.1828 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0635 loss: 2.0635 2022/06/27 22:41:49 - mmengine - INFO - Epoch(train) [18][2600/3757] lr: 1.000e-02 eta: 22:46:54 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.5307 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1112 loss: 2.1112 2022/06/27 22:41:54 - mmengine - INFO - Epoch(train) [18][2620/3757] lr: 1.000e-02 eta: 22:46:49 time: 0.403 data_time: 0.007 memory: 6238 grad_norm: 5.9652 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2748 loss: 2.2748 2022/06/27 22:42:00 - mmengine - INFO - Epoch(train) [18][2640/3757] lr: 1.000e-02 eta: 22:46:43 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.2473 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0117 loss: 2.0117 2022/06/27 22:42:05 - mmengine - INFO - Epoch(train) [18][2660/3757] lr: 1.000e-02 eta: 22:46:39 time: 0.239 data_time: 0.008 memory: 6238 grad_norm: 5.4192 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3252 loss: 2.3252 2022/06/27 22:42:10 - mmengine - INFO - Epoch(train) [18][2680/3757] lr: 1.000e-02 eta: 22:46:33 time: 0.673 data_time: 0.007 memory: 6238 grad_norm: 5.8236 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1203 loss: 2.1203 2022/06/27 22:42:16 - mmengine - INFO - Epoch(train) [18][2700/3757] lr: 1.000e-02 eta: 22:46:28 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.4216 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1703 loss: 2.1703 2022/06/27 22:42:22 - mmengine - INFO - Epoch(train) [18][2720/3757] lr: 1.000e-02 eta: 22:46:26 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 4.8008 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1021 loss: 2.1021 2022/06/27 22:42:26 - mmengine - INFO - Epoch(train) [18][2740/3757] lr: 1.000e-02 eta: 22:46:17 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 6.0818 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1768 loss: 2.1768 2022/06/27 22:42:31 - mmengine - INFO - Epoch(train) [18][2760/3757] lr: 1.000e-02 eta: 22:46:08 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 5.2171 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1955 loss: 2.1955 2022/06/27 22:42:35 - mmengine - INFO - Epoch(train) [18][2780/3757] lr: 1.000e-02 eta: 22:45:59 time: 0.229 data_time: 0.010 memory: 6238 grad_norm: 5.0628 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1714 loss: 2.1714 2022/06/27 22:42:41 - mmengine - INFO - Epoch(train) [18][2800/3757] lr: 1.000e-02 eta: 22:45:57 time: 1.048 data_time: 0.016 memory: 6238 grad_norm: 5.9594 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9123 loss: 1.9123 2022/06/27 22:42:46 - mmengine - INFO - Epoch(train) [18][2820/3757] lr: 1.000e-02 eta: 22:45:50 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 4.7183 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6677 loss: 2.6677 2022/06/27 22:42:52 - mmengine - INFO - Epoch(train) [18][2840/3757] lr: 1.000e-02 eta: 22:45:46 time: 0.224 data_time: 0.017 memory: 6238 grad_norm: 5.4547 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9624 loss: 1.9624 2022/06/27 22:42:57 - mmengine - INFO - Epoch(train) [18][2860/3757] lr: 1.000e-02 eta: 22:45:41 time: 0.499 data_time: 0.010 memory: 6238 grad_norm: 5.1555 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8501 loss: 1.8501 2022/06/27 22:43:02 - mmengine - INFO - Epoch(train) [18][2880/3757] lr: 1.000e-02 eta: 22:45:35 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.6391 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0447 loss: 2.0447 2022/06/27 22:43:08 - mmengine - INFO - Epoch(train) [18][2900/3757] lr: 1.000e-02 eta: 22:45:31 time: 0.387 data_time: 0.010 memory: 6238 grad_norm: 5.6512 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0944 loss: 2.0944 2022/06/27 22:43:13 - mmengine - INFO - Epoch(train) [18][2920/3757] lr: 1.000e-02 eta: 22:45:25 time: 0.241 data_time: 0.010 memory: 6238 grad_norm: 5.2153 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0316 loss: 2.0316 2022/06/27 22:43:19 - mmengine - INFO - Epoch(train) [18][2940/3757] lr: 1.000e-02 eta: 22:45:22 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.1779 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1269 loss: 2.1269 2022/06/27 22:43:24 - mmengine - INFO - Epoch(train) [18][2960/3757] lr: 1.000e-02 eta: 22:45:18 time: 0.870 data_time: 0.007 memory: 6238 grad_norm: 6.2792 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1764 loss: 2.1764 2022/06/27 22:43:30 - mmengine - INFO - Epoch(train) [18][2980/3757] lr: 1.000e-02 eta: 22:45:12 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.6385 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0748 loss: 2.0748 2022/06/27 22:43:35 - mmengine - INFO - Epoch(train) [18][3000/3757] lr: 1.000e-02 eta: 22:45:07 time: 0.246 data_time: 0.010 memory: 6238 grad_norm: 5.3469 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6715 loss: 1.6715 2022/06/27 22:43:41 - mmengine - INFO - Epoch(train) [18][3020/3757] lr: 1.000e-02 eta: 22:45:04 time: 0.259 data_time: 0.019 memory: 6238 grad_norm: 6.0894 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7159 loss: 1.7159 2022/06/27 22:43:45 - mmengine - INFO - Epoch(train) [18][3040/3757] lr: 1.000e-02 eta: 22:44:56 time: 0.224 data_time: 0.013 memory: 6238 grad_norm: 4.9607 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9928 loss: 1.9928 2022/06/27 22:43:50 - mmengine - INFO - Epoch(train) [18][3060/3757] lr: 1.000e-02 eta: 22:44:47 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.9114 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4930 loss: 2.4930 2022/06/27 22:43:56 - mmengine - INFO - Epoch(train) [18][3080/3757] lr: 1.000e-02 eta: 22:44:45 time: 0.851 data_time: 0.007 memory: 6238 grad_norm: 4.5860 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2413 loss: 2.2413 2022/06/27 22:44:01 - mmengine - INFO - Epoch(train) [18][3100/3757] lr: 1.000e-02 eta: 22:44:39 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.6593 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1851 loss: 2.1851 2022/06/27 22:44:06 - mmengine - INFO - Epoch(train) [18][3120/3757] lr: 1.000e-02 eta: 22:44:33 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.7210 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2977 loss: 2.2977 2022/06/27 22:44:09 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:44:12 - mmengine - INFO - Epoch(train) [18][3140/3757] lr: 1.000e-02 eta: 22:44:27 time: 0.238 data_time: 0.008 memory: 6238 grad_norm: 4.7390 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0209 loss: 2.0209 2022/06/27 22:44:17 - mmengine - INFO - Epoch(train) [18][3160/3757] lr: 1.000e-02 eta: 22:44:21 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.0156 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9325 loss: 1.9325 2022/06/27 22:44:22 - mmengine - INFO - Epoch(train) [18][3180/3757] lr: 1.000e-02 eta: 22:44:15 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.5222 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0919 loss: 2.0919 2022/06/27 22:44:28 - mmengine - INFO - Epoch(train) [18][3200/3757] lr: 1.000e-02 eta: 22:44:13 time: 0.875 data_time: 0.011 memory: 6238 grad_norm: 5.8527 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4713 loss: 2.4713 2022/06/27 22:44:33 - mmengine - INFO - Epoch(train) [18][3220/3757] lr: 1.000e-02 eta: 22:44:07 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.7733 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7802 loss: 1.7802 2022/06/27 22:44:39 - mmengine - INFO - Epoch(train) [18][3240/3757] lr: 1.000e-02 eta: 22:44:03 time: 0.226 data_time: 0.008 memory: 6238 grad_norm: 5.7333 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7688 loss: 1.7688 2022/06/27 22:44:44 - mmengine - INFO - Epoch(train) [18][3260/3757] lr: 1.000e-02 eta: 22:43:56 time: 0.391 data_time: 0.009 memory: 6238 grad_norm: 6.0806 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2628 loss: 2.2628 2022/06/27 22:44:49 - mmengine - INFO - Epoch(train) [18][3280/3757] lr: 1.000e-02 eta: 22:43:53 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.5045 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0239 loss: 2.0239 2022/06/27 22:44:54 - mmengine - INFO - Epoch(train) [18][3300/3757] lr: 1.000e-02 eta: 22:43:46 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.6146 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4032 loss: 2.4032 2022/06/27 22:45:00 - mmengine - INFO - Epoch(train) [18][3320/3757] lr: 1.000e-02 eta: 22:43:41 time: 0.636 data_time: 0.006 memory: 6238 grad_norm: 5.4859 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0594 loss: 2.0594 2022/06/27 22:45:05 - mmengine - INFO - Epoch(train) [18][3340/3757] lr: 1.000e-02 eta: 22:43:35 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6476 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3135 loss: 2.3135 2022/06/27 22:45:10 - mmengine - INFO - Epoch(train) [18][3360/3757] lr: 1.000e-02 eta: 22:43:29 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.3654 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3263 loss: 2.3263 2022/06/27 22:45:16 - mmengine - INFO - Epoch(train) [18][3380/3757] lr: 1.000e-02 eta: 22:43:26 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.0085 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2195 loss: 2.2195 2022/06/27 22:45:21 - mmengine - INFO - Epoch(train) [18][3400/3757] lr: 1.000e-02 eta: 22:43:21 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.6491 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8433 loss: 1.8433 2022/06/27 22:45:27 - mmengine - INFO - Epoch(train) [18][3420/3757] lr: 1.000e-02 eta: 22:43:19 time: 0.249 data_time: 0.007 memory: 6238 grad_norm: 5.0665 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2541 loss: 2.2541 2022/06/27 22:45:33 - mmengine - INFO - Epoch(train) [18][3440/3757] lr: 1.000e-02 eta: 22:43:15 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5043 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3390 loss: 2.3390 2022/06/27 22:45:38 - mmengine - INFO - Epoch(train) [18][3460/3757] lr: 1.000e-02 eta: 22:43:07 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.5971 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8779 loss: 1.8779 2022/06/27 22:45:43 - mmengine - INFO - Epoch(train) [18][3480/3757] lr: 1.000e-02 eta: 22:43:01 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 5.3963 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1323 loss: 2.1323 2022/06/27 22:45:49 - mmengine - INFO - Epoch(train) [18][3500/3757] lr: 1.000e-02 eta: 22:42:58 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.5412 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9041 loss: 1.9041 2022/06/27 22:45:53 - mmengine - INFO - Epoch(train) [18][3520/3757] lr: 1.000e-02 eta: 22:42:50 time: 0.230 data_time: 0.011 memory: 6238 grad_norm: 5.5831 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8738 loss: 1.8738 2022/06/27 22:45:59 - mmengine - INFO - Epoch(train) [18][3540/3757] lr: 1.000e-02 eta: 22:42:47 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 6.1190 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2455 loss: 2.2455 2022/06/27 22:46:04 - mmengine - INFO - Epoch(train) [18][3560/3757] lr: 1.000e-02 eta: 22:42:39 time: 0.224 data_time: 0.014 memory: 6238 grad_norm: 4.5409 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9674 loss: 1.9674 2022/06/27 22:46:10 - mmengine - INFO - Epoch(train) [18][3580/3757] lr: 1.000e-02 eta: 22:42:37 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.8162 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0237 loss: 2.0237 2022/06/27 22:46:15 - mmengine - INFO - Epoch(train) [18][3600/3757] lr: 1.000e-02 eta: 22:42:31 time: 0.228 data_time: 0.010 memory: 6238 grad_norm: 5.8806 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2484 loss: 2.2484 2022/06/27 22:46:20 - mmengine - INFO - Epoch(train) [18][3620/3757] lr: 1.000e-02 eta: 22:42:23 time: 0.222 data_time: 0.016 memory: 6238 grad_norm: 5.6296 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7656 loss: 1.7656 2022/06/27 22:46:26 - mmengine - INFO - Epoch(train) [18][3640/3757] lr: 1.000e-02 eta: 22:42:21 time: 0.252 data_time: 0.048 memory: 6238 grad_norm: 5.3643 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9482 loss: 1.9482 2022/06/27 22:46:31 - mmengine - INFO - Epoch(train) [18][3660/3757] lr: 1.000e-02 eta: 22:42:17 time: 0.299 data_time: 0.015 memory: 6238 grad_norm: 5.4155 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1234 loss: 2.1234 2022/06/27 22:46:36 - mmengine - INFO - Epoch(train) [18][3680/3757] lr: 1.000e-02 eta: 22:42:10 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.3141 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0877 loss: 2.0877 2022/06/27 22:46:42 - mmengine - INFO - Epoch(train) [18][3700/3757] lr: 1.000e-02 eta: 22:42:05 time: 0.222 data_time: 0.014 memory: 6238 grad_norm: 6.1147 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2723 loss: 2.2723 2022/06/27 22:46:47 - mmengine - INFO - Epoch(train) [18][3720/3757] lr: 1.000e-02 eta: 22:41:59 time: 0.230 data_time: 0.010 memory: 6238 grad_norm: 5.6750 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2761 loss: 2.2761 2022/06/27 22:46:52 - mmengine - INFO - Epoch(train) [18][3740/3757] lr: 1.000e-02 eta: 22:41:54 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.4894 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3468 loss: 2.3468 2022/06/27 22:46:56 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:47:03 - mmengine - INFO - Epoch(val) [18][20/310] eta: 0:01:29 time: 0.087 data_time: 0.005 memory: 6238 2022/06/27 22:47:09 - mmengine - INFO - Epoch(val) [18][40/310] eta: 0:01:24 time: 0.432 data_time: 0.345 memory: 1479 2022/06/27 22:47:13 - mmengine - INFO - Epoch(val) [18][60/310] eta: 0:00:33 time: 0.098 data_time: 0.013 memory: 1479 2022/06/27 22:47:19 - mmengine - INFO - Epoch(val) [18][80/310] eta: 0:01:13 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 22:47:25 - mmengine - INFO - Epoch(val) [18][100/310] eta: 0:01:03 time: 0.792 data_time: 0.711 memory: 1479 2022/06/27 22:47:29 - mmengine - INFO - Epoch(val) [18][120/310] eta: 0:00:30 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 22:47:35 - mmengine - INFO - Epoch(val) [18][140/310] eta: 0:00:53 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 22:47:41 - mmengine - INFO - Epoch(val) [18][160/310] eta: 0:00:46 time: 1.263 data_time: 1.181 memory: 1479 2022/06/27 22:47:45 - mmengine - INFO - Epoch(val) [18][180/310] eta: 0:00:30 time: 0.088 data_time: 0.006 memory: 1479 2022/06/27 22:47:51 - mmengine - INFO - Epoch(val) [18][200/310] eta: 0:00:33 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 22:47:57 - mmengine - INFO - Epoch(val) [18][220/310] eta: 0:00:27 time: 1.090 data_time: 0.996 memory: 1479 2022/06/27 22:48:01 - mmengine - INFO - Epoch(val) [18][240/310] eta: 0:00:18 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 22:48:07 - mmengine - INFO - Epoch(val) [18][260/310] eta: 0:00:15 time: 0.093 data_time: 0.005 memory: 1479 2022/06/27 22:48:13 - mmengine - INFO - Epoch(val) [18][280/310] eta: 0:00:09 time: 0.808 data_time: 0.715 memory: 1479 2022/06/27 22:48:17 - mmengine - INFO - Epoch(val) [18][300/310] eta: 0:00:03 time: 0.100 data_time: 0.005 memory: 1479 2022/06/27 22:48:19 - mmengine - INFO - Epoch(val) [18][310/310] acc/top1: 0.5520 acc/top5: 0.7972 acc/mean1: 0.5519 2022/06/27 22:48:29 - mmengine - INFO - Epoch(train) [19][20/3757] lr: 1.000e-02 eta: 22:41:50 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6602 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3948 loss: 2.3948 2022/06/27 22:48:34 - mmengine - INFO - Epoch(train) [19][40/3757] lr: 1.000e-02 eta: 22:41:46 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.3689 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8883 loss: 1.8883 2022/06/27 22:48:39 - mmengine - INFO - Epoch(train) [19][60/3757] lr: 1.000e-02 eta: 22:41:40 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.9724 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2217 loss: 2.2217 2022/06/27 22:48:44 - mmengine - INFO - Epoch(train) [19][80/3757] lr: 1.000e-02 eta: 22:41:33 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.0540 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2501 loss: 2.2501 2022/06/27 22:48:50 - mmengine - INFO - Epoch(train) [19][100/3757] lr: 1.000e-02 eta: 22:41:29 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 4.8999 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0569 loss: 2.0569 2022/06/27 22:48:55 - mmengine - INFO - Epoch(train) [19][120/3757] lr: 1.000e-02 eta: 22:41:21 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.3602 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6064 loss: 2.6064 2022/06/27 22:49:00 - mmengine - INFO - Epoch(train) [19][140/3757] lr: 1.000e-02 eta: 22:41:18 time: 0.251 data_time: 0.007 memory: 6238 grad_norm: 5.8471 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8684 loss: 1.8684 2022/06/27 22:49:06 - mmengine - INFO - Epoch(train) [19][160/3757] lr: 1.000e-02 eta: 22:41:13 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 4.5515 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8472 loss: 1.8472 2022/06/27 22:49:11 - mmengine - INFO - Epoch(train) [19][180/3757] lr: 1.000e-02 eta: 22:41:05 time: 0.216 data_time: 0.011 memory: 6238 grad_norm: 6.2481 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0608 loss: 2.0608 2022/06/27 22:49:16 - mmengine - INFO - Epoch(train) [19][200/3757] lr: 1.000e-02 eta: 22:41:02 time: 0.226 data_time: 0.011 memory: 6238 grad_norm: 6.2805 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9564 loss: 1.9564 2022/06/27 22:49:22 - mmengine - INFO - Epoch(train) [19][220/3757] lr: 1.000e-02 eta: 22:40:57 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 5.3364 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0871 loss: 2.0871 2022/06/27 22:49:27 - mmengine - INFO - Epoch(train) [19][240/3757] lr: 1.000e-02 eta: 22:40:51 time: 0.224 data_time: 0.008 memory: 6238 grad_norm: 5.9879 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1379 loss: 2.1379 2022/06/27 22:49:32 - mmengine - INFO - Epoch(train) [19][260/3757] lr: 1.000e-02 eta: 22:40:47 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.8897 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0196 loss: 2.0196 2022/06/27 22:49:38 - mmengine - INFO - Epoch(train) [19][280/3757] lr: 1.000e-02 eta: 22:40:43 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.7056 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9668 loss: 1.9668 2022/06/27 22:49:43 - mmengine - INFO - Epoch(train) [19][300/3757] lr: 1.000e-02 eta: 22:40:37 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.7603 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7441 loss: 1.7441 2022/06/27 22:49:49 - mmengine - INFO - Epoch(train) [19][320/3757] lr: 1.000e-02 eta: 22:40:35 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.5701 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0577 loss: 2.0577 2022/06/27 22:49:54 - mmengine - INFO - Epoch(train) [19][340/3757] lr: 1.000e-02 eta: 22:40:28 time: 0.523 data_time: 0.007 memory: 6238 grad_norm: 5.3579 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9132 loss: 1.9132 2022/06/27 22:49:59 - mmengine - INFO - Epoch(train) [19][360/3757] lr: 1.000e-02 eta: 22:40:22 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 5.8412 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8122 loss: 1.8122 2022/06/27 22:50:03 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:50:05 - mmengine - INFO - Epoch(train) [19][380/3757] lr: 1.000e-02 eta: 22:40:17 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 4.6751 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4321 loss: 2.4321 2022/06/27 22:50:10 - mmengine - INFO - Epoch(train) [19][400/3757] lr: 1.000e-02 eta: 22:40:13 time: 0.213 data_time: 0.011 memory: 6238 grad_norm: 5.3209 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6891 loss: 1.6891 2022/06/27 22:50:15 - mmengine - INFO - Epoch(train) [19][420/3757] lr: 1.000e-02 eta: 22:40:07 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 5.0961 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8011 loss: 1.8011 2022/06/27 22:50:21 - mmengine - INFO - Epoch(train) [19][440/3757] lr: 1.000e-02 eta: 22:40:02 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 4.9786 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7232 loss: 1.7232 2022/06/27 22:50:26 - mmengine - INFO - Epoch(train) [19][460/3757] lr: 1.000e-02 eta: 22:39:58 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.3549 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2287 loss: 2.2287 2022/06/27 22:50:31 - mmengine - INFO - Epoch(train) [19][480/3757] lr: 1.000e-02 eta: 22:39:52 time: 0.212 data_time: 0.007 memory: 6238 grad_norm: 5.7818 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0296 loss: 2.0296 2022/06/27 22:50:37 - mmengine - INFO - Epoch(train) [19][500/3757] lr: 1.000e-02 eta: 22:39:47 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 4.8984 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9020 loss: 1.9020 2022/06/27 22:50:42 - mmengine - INFO - Epoch(train) [19][520/3757] lr: 1.000e-02 eta: 22:39:42 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 4.7038 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9693 loss: 1.9693 2022/06/27 22:50:47 - mmengine - INFO - Epoch(train) [19][540/3757] lr: 1.000e-02 eta: 22:39:36 time: 0.221 data_time: 0.008 memory: 6238 grad_norm: 4.8937 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3297 loss: 2.3297 2022/06/27 22:50:53 - mmengine - INFO - Epoch(train) [19][560/3757] lr: 1.000e-02 eta: 22:39:31 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.4063 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0061 loss: 2.0061 2022/06/27 22:50:58 - mmengine - INFO - Epoch(train) [19][580/3757] lr: 1.000e-02 eta: 22:39:27 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 5.5285 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2494 loss: 2.2494 2022/06/27 22:51:04 - mmengine - INFO - Epoch(train) [19][600/3757] lr: 1.000e-02 eta: 22:39:21 time: 0.225 data_time: 0.008 memory: 6238 grad_norm: 5.3667 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0642 loss: 2.0642 2022/06/27 22:51:09 - mmengine - INFO - Epoch(train) [19][620/3757] lr: 1.000e-02 eta: 22:39:17 time: 0.215 data_time: 0.008 memory: 6238 grad_norm: 5.2651 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0876 loss: 2.0876 2022/06/27 22:51:15 - mmengine - INFO - Epoch(train) [19][640/3757] lr: 1.000e-02 eta: 22:39:13 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 4.6374 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2680 loss: 2.2680 2022/06/27 22:51:19 - mmengine - INFO - Epoch(train) [19][660/3757] lr: 1.000e-02 eta: 22:39:04 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 6.1934 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5314 loss: 2.5314 2022/06/27 22:51:25 - mmengine - INFO - Epoch(train) [19][680/3757] lr: 1.000e-02 eta: 22:39:02 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.7246 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0832 loss: 2.0832 2022/06/27 22:51:31 - mmengine - INFO - Epoch(train) [19][700/3757] lr: 1.000e-02 eta: 22:38:57 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.2061 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8527 loss: 1.8527 2022/06/27 22:51:35 - mmengine - INFO - Epoch(train) [19][720/3757] lr: 1.000e-02 eta: 22:38:49 time: 0.239 data_time: 0.007 memory: 6238 grad_norm: 5.4086 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2063 loss: 2.2063 2022/06/27 22:51:41 - mmengine - INFO - Epoch(train) [19][740/3757] lr: 1.000e-02 eta: 22:38:45 time: 0.218 data_time: 0.013 memory: 6238 grad_norm: 5.8835 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7435 loss: 1.7435 2022/06/27 22:51:47 - mmengine - INFO - Epoch(train) [19][760/3757] lr: 1.000e-02 eta: 22:38:41 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 5.9750 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3147 loss: 2.3147 2022/06/27 22:51:52 - mmengine - INFO - Epoch(train) [19][780/3757] lr: 1.000e-02 eta: 22:38:35 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.3121 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4383 loss: 2.4383 2022/06/27 22:51:57 - mmengine - INFO - Epoch(train) [19][800/3757] lr: 1.000e-02 eta: 22:38:29 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 5.8659 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0741 loss: 2.0741 2022/06/27 22:52:03 - mmengine - INFO - Epoch(train) [19][820/3757] lr: 1.000e-02 eta: 22:38:25 time: 0.221 data_time: 0.017 memory: 6238 grad_norm: 5.0628 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3699 loss: 2.3699 2022/06/27 22:52:07 - mmengine - INFO - Epoch(train) [19][840/3757] lr: 1.000e-02 eta: 22:38:16 time: 0.224 data_time: 0.013 memory: 6238 grad_norm: 6.3602 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8342 loss: 1.8342 2022/06/27 22:52:13 - mmengine - INFO - Epoch(train) [19][860/3757] lr: 1.000e-02 eta: 22:38:14 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.3328 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0363 loss: 2.0363 2022/06/27 22:52:18 - mmengine - INFO - Epoch(train) [19][880/3757] lr: 1.000e-02 eta: 22:38:08 time: 0.231 data_time: 0.010 memory: 6238 grad_norm: 5.9209 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5063 loss: 2.5063 2022/06/27 22:52:23 - mmengine - INFO - Epoch(train) [19][900/3757] lr: 1.000e-02 eta: 22:38:00 time: 0.218 data_time: 0.012 memory: 6238 grad_norm: 6.2095 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2056 loss: 2.2056 2022/06/27 22:52:29 - mmengine - INFO - Epoch(train) [19][920/3757] lr: 1.000e-02 eta: 22:37:58 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.3437 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2047 loss: 2.2047 2022/06/27 22:52:35 - mmengine - INFO - Epoch(train) [19][940/3757] lr: 1.000e-02 eta: 22:37:54 time: 0.230 data_time: 0.009 memory: 6238 grad_norm: 5.7482 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4251 loss: 2.4251 2022/06/27 22:52:40 - mmengine - INFO - Epoch(train) [19][960/3757] lr: 1.000e-02 eta: 22:37:48 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.5888 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9716 loss: 1.9716 2022/06/27 22:52:45 - mmengine - INFO - Epoch(train) [19][980/3757] lr: 1.000e-02 eta: 22:37:41 time: 0.223 data_time: 0.011 memory: 6238 grad_norm: 5.5913 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2309 loss: 2.2309 2022/06/27 22:52:50 - mmengine - INFO - Epoch(train) [19][1000/3757] lr: 1.000e-02 eta: 22:37:36 time: 0.233 data_time: 0.011 memory: 6238 grad_norm: 5.6107 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1448 loss: 2.1448 2022/06/27 22:52:55 - mmengine - INFO - Epoch(train) [19][1020/3757] lr: 1.000e-02 eta: 22:37:29 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.5048 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9923 loss: 1.9923 2022/06/27 22:53:01 - mmengine - INFO - Epoch(train) [19][1040/3757] lr: 1.000e-02 eta: 22:37:25 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.1470 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6301 loss: 2.6301 2022/06/27 22:53:06 - mmengine - INFO - Epoch(train) [19][1060/3757] lr: 1.000e-02 eta: 22:37:19 time: 0.237 data_time: 0.006 memory: 6238 grad_norm: 5.3945 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1652 loss: 2.1652 2022/06/27 22:53:12 - mmengine - INFO - Epoch(train) [19][1080/3757] lr: 1.000e-02 eta: 22:37:16 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.2271 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8826 loss: 1.8826 2022/06/27 22:53:17 - mmengine - INFO - Epoch(train) [19][1100/3757] lr: 1.000e-02 eta: 22:37:09 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.7509 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0122 loss: 2.0122 2022/06/27 22:53:22 - mmengine - INFO - Epoch(train) [19][1120/3757] lr: 1.000e-02 eta: 22:37:03 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.2177 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3115 loss: 2.3115 2022/06/27 22:53:27 - mmengine - INFO - Epoch(train) [19][1140/3757] lr: 1.000e-02 eta: 22:36:57 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 4.8386 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0919 loss: 2.0919 2022/06/27 22:53:33 - mmengine - INFO - Epoch(train) [19][1160/3757] lr: 1.000e-02 eta: 22:36:55 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.9419 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2373 loss: 2.2373 2022/06/27 22:53:38 - mmengine - INFO - Epoch(train) [19][1180/3757] lr: 1.000e-02 eta: 22:36:51 time: 0.222 data_time: 0.014 memory: 6238 grad_norm: 4.7769 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9734 loss: 1.9734 2022/06/27 22:53:43 - mmengine - INFO - Epoch(train) [19][1200/3757] lr: 1.000e-02 eta: 22:36:44 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.8049 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9861 loss: 1.9861 2022/06/27 22:53:49 - mmengine - INFO - Epoch(train) [19][1220/3757] lr: 1.000e-02 eta: 22:36:41 time: 0.218 data_time: 0.014 memory: 6238 grad_norm: 5.4154 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1413 loss: 2.1413 2022/06/27 22:53:55 - mmengine - INFO - Epoch(train) [19][1240/3757] lr: 1.000e-02 eta: 22:36:36 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.1132 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3048 loss: 2.3048 2022/06/27 22:54:00 - mmengine - INFO - Epoch(train) [19][1260/3757] lr: 1.000e-02 eta: 22:36:30 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.2017 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7718 loss: 1.7718 2022/06/27 22:54:05 - mmengine - INFO - Epoch(train) [19][1280/3757] lr: 1.000e-02 eta: 22:36:25 time: 0.223 data_time: 0.011 memory: 6238 grad_norm: 5.4573 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1921 loss: 2.1921 2022/06/27 22:54:11 - mmengine - INFO - Epoch(train) [19][1300/3757] lr: 1.000e-02 eta: 22:36:21 time: 0.222 data_time: 0.014 memory: 6238 grad_norm: 5.7629 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9248 loss: 1.9248 2022/06/27 22:54:15 - mmengine - INFO - Epoch(train) [19][1320/3757] lr: 1.000e-02 eta: 22:36:12 time: 0.223 data_time: 0.015 memory: 6238 grad_norm: 5.2546 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8123 loss: 1.8123 2022/06/27 22:54:21 - mmengine - INFO - Epoch(train) [19][1340/3757] lr: 1.000e-02 eta: 22:36:07 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.7849 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9303 loss: 1.9303 2022/06/27 22:54:26 - mmengine - INFO - Epoch(train) [19][1360/3757] lr: 1.000e-02 eta: 22:36:04 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.9786 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6612 loss: 1.6612 2022/06/27 22:54:30 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:54:31 - mmengine - INFO - Epoch(train) [19][1380/3757] lr: 1.000e-02 eta: 22:35:56 time: 0.237 data_time: 0.009 memory: 6238 grad_norm: 5.9759 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3028 loss: 2.3028 2022/06/27 22:54:37 - mmengine - INFO - Epoch(train) [19][1400/3757] lr: 1.000e-02 eta: 22:35:51 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.5393 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1186 loss: 2.1186 2022/06/27 22:54:42 - mmengine - INFO - Epoch(train) [19][1420/3757] lr: 1.000e-02 eta: 22:35:47 time: 0.218 data_time: 0.018 memory: 6238 grad_norm: 6.5424 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2393 loss: 2.2393 2022/06/27 22:54:47 - mmengine - INFO - Epoch(train) [19][1440/3757] lr: 1.000e-02 eta: 22:35:38 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.9484 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0737 loss: 2.0737 2022/06/27 22:54:52 - mmengine - INFO - Epoch(train) [19][1460/3757] lr: 1.000e-02 eta: 22:35:32 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.2010 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0024 loss: 2.0024 2022/06/27 22:54:57 - mmengine - INFO - Epoch(train) [19][1480/3757] lr: 1.000e-02 eta: 22:35:28 time: 0.239 data_time: 0.013 memory: 6238 grad_norm: 5.8367 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2468 loss: 2.2468 2022/06/27 22:55:03 - mmengine - INFO - Epoch(train) [19][1500/3757] lr: 1.000e-02 eta: 22:35:24 time: 0.225 data_time: 0.011 memory: 6238 grad_norm: 5.5199 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9624 loss: 1.9624 2022/06/27 22:55:09 - mmengine - INFO - Epoch(train) [19][1520/3757] lr: 1.000e-02 eta: 22:35:20 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 6.2340 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2904 loss: 2.2904 2022/06/27 22:55:13 - mmengine - INFO - Epoch(train) [19][1540/3757] lr: 1.000e-02 eta: 22:35:12 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 5.5140 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2064 loss: 2.2064 2022/06/27 22:55:19 - mmengine - INFO - Epoch(train) [19][1560/3757] lr: 1.000e-02 eta: 22:35:07 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.0275 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1726 loss: 2.1726 2022/06/27 22:55:24 - mmengine - INFO - Epoch(train) [19][1580/3757] lr: 1.000e-02 eta: 22:35:02 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.4605 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0881 loss: 2.0881 2022/06/27 22:55:30 - mmengine - INFO - Epoch(train) [19][1600/3757] lr: 1.000e-02 eta: 22:34:58 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 4.6799 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1689 loss: 2.1689 2022/06/27 22:55:35 - mmengine - INFO - Epoch(train) [19][1620/3757] lr: 1.000e-02 eta: 22:34:54 time: 0.215 data_time: 0.008 memory: 6238 grad_norm: 5.8083 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8769 loss: 1.8769 2022/06/27 22:55:40 - mmengine - INFO - Epoch(train) [19][1640/3757] lr: 1.000e-02 eta: 22:34:49 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.0194 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1311 loss: 2.1311 2022/06/27 22:55:46 - mmengine - INFO - Epoch(train) [19][1660/3757] lr: 1.000e-02 eta: 22:34:44 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.9491 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2042 loss: 2.2042 2022/06/27 22:55:51 - mmengine - INFO - Epoch(train) [19][1680/3757] lr: 1.000e-02 eta: 22:34:38 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.7818 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1049 loss: 2.1049 2022/06/27 22:55:56 - mmengine - INFO - Epoch(train) [19][1700/3757] lr: 1.000e-02 eta: 22:34:32 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 6.0426 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2571 loss: 2.2571 2022/06/27 22:56:02 - mmengine - INFO - Epoch(train) [19][1720/3757] lr: 1.000e-02 eta: 22:34:27 time: 0.238 data_time: 0.009 memory: 6238 grad_norm: 5.4945 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8625 loss: 1.8625 2022/06/27 22:56:07 - mmengine - INFO - Epoch(train) [19][1740/3757] lr: 1.000e-02 eta: 22:34:23 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.0843 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0182 loss: 2.0182 2022/06/27 22:56:12 - mmengine - INFO - Epoch(train) [19][1760/3757] lr: 1.000e-02 eta: 22:34:17 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 5.7354 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7128 loss: 1.7128 2022/06/27 22:56:18 - mmengine - INFO - Epoch(train) [19][1780/3757] lr: 1.000e-02 eta: 22:34:12 time: 0.228 data_time: 0.010 memory: 6238 grad_norm: 4.8692 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8671 loss: 1.8671 2022/06/27 22:56:23 - mmengine - INFO - Epoch(train) [19][1800/3757] lr: 1.000e-02 eta: 22:34:06 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 6.6410 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2500 loss: 2.2500 2022/06/27 22:56:29 - mmengine - INFO - Epoch(train) [19][1820/3757] lr: 1.000e-02 eta: 22:34:03 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.2982 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0693 loss: 2.0693 2022/06/27 22:56:34 - mmengine - INFO - Epoch(train) [19][1840/3757] lr: 1.000e-02 eta: 22:33:56 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6518 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2056 loss: 2.2056 2022/06/27 22:56:39 - mmengine - INFO - Epoch(train) [19][1860/3757] lr: 1.000e-02 eta: 22:33:50 time: 0.224 data_time: 0.012 memory: 6238 grad_norm: 5.2326 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9278 loss: 1.9278 2022/06/27 22:56:44 - mmengine - INFO - Epoch(train) [19][1880/3757] lr: 1.000e-02 eta: 22:33:44 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 5.1112 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9237 loss: 1.9237 2022/06/27 22:56:49 - mmengine - INFO - Epoch(train) [19][1900/3757] lr: 1.000e-02 eta: 22:33:36 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.6382 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1598 loss: 2.1598 2022/06/27 22:56:54 - mmengine - INFO - Epoch(train) [19][1920/3757] lr: 1.000e-02 eta: 22:33:32 time: 0.235 data_time: 0.012 memory: 6238 grad_norm: 5.1685 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.7427 loss: 1.7427 2022/06/27 22:56:59 - mmengine - INFO - Epoch(train) [19][1940/3757] lr: 1.000e-02 eta: 22:33:26 time: 0.230 data_time: 0.008 memory: 6238 grad_norm: 5.4281 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9770 loss: 1.9770 2022/06/27 22:57:05 - mmengine - INFO - Epoch(train) [19][1960/3757] lr: 1.000e-02 eta: 22:33:20 time: 0.218 data_time: 0.014 memory: 6238 grad_norm: 5.4642 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9834 loss: 1.9834 2022/06/27 22:57:10 - mmengine - INFO - Epoch(train) [19][1980/3757] lr: 1.000e-02 eta: 22:33:16 time: 0.247 data_time: 0.017 memory: 6238 grad_norm: 5.8800 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.0589 loss: 2.0589 2022/06/27 22:57:16 - mmengine - INFO - Epoch(train) [19][2000/3757] lr: 1.000e-02 eta: 22:33:11 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.5403 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1868 loss: 2.1868 2022/06/27 22:57:21 - mmengine - INFO - Epoch(train) [19][2020/3757] lr: 1.000e-02 eta: 22:33:05 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.7227 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2006 loss: 2.2006 2022/06/27 22:57:26 - mmengine - INFO - Epoch(train) [19][2040/3757] lr: 1.000e-02 eta: 22:33:01 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.5241 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1743 loss: 2.1743 2022/06/27 22:57:32 - mmengine - INFO - Epoch(train) [19][2060/3757] lr: 1.000e-02 eta: 22:32:55 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.7795 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3785 loss: 2.3785 2022/06/27 22:57:37 - mmengine - INFO - Epoch(train) [19][2080/3757] lr: 1.000e-02 eta: 22:32:49 time: 0.223 data_time: 0.009 memory: 6238 grad_norm: 5.7745 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6598 loss: 1.6598 2022/06/27 22:57:42 - mmengine - INFO - Epoch(train) [19][2100/3757] lr: 1.000e-02 eta: 22:32:42 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.7347 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0653 loss: 2.0653 2022/06/27 22:57:47 - mmengine - INFO - Epoch(train) [19][2120/3757] lr: 1.000e-02 eta: 22:32:38 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 6.1311 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6746 loss: 1.6746 2022/06/27 22:57:52 - mmengine - INFO - Epoch(train) [19][2140/3757] lr: 1.000e-02 eta: 22:32:32 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.4067 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0422 loss: 2.0422 2022/06/27 22:57:58 - mmengine - INFO - Epoch(train) [19][2160/3757] lr: 1.000e-02 eta: 22:32:28 time: 0.228 data_time: 0.008 memory: 6238 grad_norm: 5.2017 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6459 loss: 1.6459 2022/06/27 22:58:03 - mmengine - INFO - Epoch(train) [19][2180/3757] lr: 1.000e-02 eta: 22:32:22 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.6177 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0832 loss: 2.0832 2022/06/27 22:58:08 - mmengine - INFO - Epoch(train) [19][2200/3757] lr: 1.000e-02 eta: 22:32:16 time: 0.221 data_time: 0.013 memory: 6238 grad_norm: 5.0469 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2458 loss: 2.2458 2022/06/27 22:58:13 - mmengine - INFO - Epoch(train) [19][2220/3757] lr: 1.000e-02 eta: 22:32:10 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.3769 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2417 loss: 2.2417 2022/06/27 22:58:19 - mmengine - INFO - Epoch(train) [19][2240/3757] lr: 1.000e-02 eta: 22:32:06 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.7208 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1431 loss: 2.1431 2022/06/27 22:58:24 - mmengine - INFO - Epoch(train) [19][2260/3757] lr: 1.000e-02 eta: 22:31:58 time: 0.228 data_time: 0.013 memory: 6238 grad_norm: 5.5967 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9842 loss: 1.9842 2022/06/27 22:58:29 - mmengine - INFO - Epoch(train) [19][2280/3757] lr: 1.000e-02 eta: 22:31:54 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.8856 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9598 loss: 1.9598 2022/06/27 22:58:34 - mmengine - INFO - Epoch(train) [19][2300/3757] lr: 1.000e-02 eta: 22:31:48 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.2407 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0121 loss: 2.0121 2022/06/27 22:58:40 - mmengine - INFO - Epoch(train) [19][2320/3757] lr: 1.000e-02 eta: 22:31:43 time: 0.228 data_time: 0.019 memory: 6238 grad_norm: 6.2064 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9911 loss: 1.9911 2022/06/27 22:58:45 - mmengine - INFO - Epoch(train) [19][2340/3757] lr: 1.000e-02 eta: 22:31:37 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.6403 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9001 loss: 1.9001 2022/06/27 22:58:50 - mmengine - INFO - Epoch(train) [19][2360/3757] lr: 1.000e-02 eta: 22:31:31 time: 0.234 data_time: 0.007 memory: 6238 grad_norm: 6.0923 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1319 loss: 2.1319 2022/06/27 22:58:54 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 22:58:55 - mmengine - INFO - Epoch(train) [19][2380/3757] lr: 1.000e-02 eta: 22:31:25 time: 0.218 data_time: 0.014 memory: 6238 grad_norm: 5.7227 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0416 loss: 2.0416 2022/06/27 22:59:01 - mmengine - INFO - Epoch(train) [19][2400/3757] lr: 1.000e-02 eta: 22:31:20 time: 0.246 data_time: 0.007 memory: 6238 grad_norm: 5.7100 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2712 loss: 2.2712 2022/06/27 22:59:06 - mmengine - INFO - Epoch(train) [19][2420/3757] lr: 1.000e-02 eta: 22:31:14 time: 0.226 data_time: 0.016 memory: 6238 grad_norm: 5.7500 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9524 loss: 1.9524 2022/06/27 22:59:11 - mmengine - INFO - Epoch(train) [19][2440/3757] lr: 1.000e-02 eta: 22:31:10 time: 0.226 data_time: 0.013 memory: 6238 grad_norm: 5.5779 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0159 loss: 2.0159 2022/06/27 22:59:17 - mmengine - INFO - Epoch(train) [19][2460/3757] lr: 1.000e-02 eta: 22:31:05 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.9663 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8868 loss: 1.8868 2022/06/27 22:59:22 - mmengine - INFO - Epoch(train) [19][2480/3757] lr: 1.000e-02 eta: 22:30:58 time: 0.220 data_time: 0.012 memory: 6238 grad_norm: 5.6957 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2967 loss: 2.2967 2022/06/27 22:59:27 - mmengine - INFO - Epoch(train) [19][2500/3757] lr: 1.000e-02 eta: 22:30:53 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 5.9224 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9607 loss: 1.9607 2022/06/27 22:59:32 - mmengine - INFO - Epoch(train) [19][2520/3757] lr: 1.000e-02 eta: 22:30:48 time: 0.243 data_time: 0.006 memory: 6238 grad_norm: 5.0747 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2170 loss: 2.2170 2022/06/27 22:59:38 - mmengine - INFO - Epoch(train) [19][2540/3757] lr: 1.000e-02 eta: 22:30:42 time: 0.222 data_time: 0.014 memory: 6238 grad_norm: 6.0021 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0032 loss: 2.0032 2022/06/27 22:59:43 - mmengine - INFO - Epoch(train) [19][2560/3757] lr: 1.000e-02 eta: 22:30:36 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.2359 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6661 loss: 1.6661 2022/06/27 22:59:48 - mmengine - INFO - Epoch(train) [19][2580/3757] lr: 1.000e-02 eta: 22:30:31 time: 0.235 data_time: 0.007 memory: 6238 grad_norm: 5.5249 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5427 loss: 1.5427 2022/06/27 22:59:53 - mmengine - INFO - Epoch(train) [19][2600/3757] lr: 1.000e-02 eta: 22:30:24 time: 0.223 data_time: 0.017 memory: 6238 grad_norm: 4.7546 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2668 loss: 2.2668 2022/06/27 22:59:59 - mmengine - INFO - Epoch(train) [19][2620/3757] lr: 1.000e-02 eta: 22:30:22 time: 0.247 data_time: 0.025 memory: 6238 grad_norm: 4.9600 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0102 loss: 2.0102 2022/06/27 23:00:05 - mmengine - INFO - Epoch(train) [19][2640/3757] lr: 1.000e-02 eta: 22:30:18 time: 0.238 data_time: 0.006 memory: 6238 grad_norm: 5.7141 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1843 loss: 2.1843 2022/06/27 23:00:10 - mmengine - INFO - Epoch(train) [19][2660/3757] lr: 1.000e-02 eta: 22:30:11 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 6.8821 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2854 loss: 2.2854 2022/06/27 23:00:15 - mmengine - INFO - Epoch(train) [19][2680/3757] lr: 1.000e-02 eta: 22:30:05 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.6328 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0186 loss: 2.0186 2022/06/27 23:00:21 - mmengine - INFO - Epoch(train) [19][2700/3757] lr: 1.000e-02 eta: 22:30:01 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.3427 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1666 loss: 2.1666 2022/06/27 23:00:26 - mmengine - INFO - Epoch(train) [19][2720/3757] lr: 1.000e-02 eta: 22:29:55 time: 0.256 data_time: 0.010 memory: 6238 grad_norm: 5.5329 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0424 loss: 2.0424 2022/06/27 23:00:31 - mmengine - INFO - Epoch(train) [19][2740/3757] lr: 1.000e-02 eta: 22:29:50 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.1640 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8780 loss: 1.8780 2022/06/27 23:00:36 - mmengine - INFO - Epoch(train) [19][2760/3757] lr: 1.000e-02 eta: 22:29:45 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.5172 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0363 loss: 2.0363 2022/06/27 23:00:42 - mmengine - INFO - Epoch(train) [19][2780/3757] lr: 1.000e-02 eta: 22:29:40 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.2697 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2793 loss: 2.2793 2022/06/27 23:00:47 - mmengine - INFO - Epoch(train) [19][2800/3757] lr: 1.000e-02 eta: 22:29:34 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 4.3440 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7741 loss: 1.7741 2022/06/27 23:00:52 - mmengine - INFO - Epoch(train) [19][2820/3757] lr: 1.000e-02 eta: 22:29:29 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.2964 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4328 loss: 2.4328 2022/06/27 23:00:58 - mmengine - INFO - Epoch(train) [19][2840/3757] lr: 1.000e-02 eta: 22:29:23 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 5.6636 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2823 loss: 2.2823 2022/06/27 23:01:03 - mmengine - INFO - Epoch(train) [19][2860/3757] lr: 1.000e-02 eta: 22:29:18 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.3174 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0961 loss: 2.0961 2022/06/27 23:01:08 - mmengine - INFO - Epoch(train) [19][2880/3757] lr: 1.000e-02 eta: 22:29:12 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.9522 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4608 loss: 2.4608 2022/06/27 23:01:13 - mmengine - INFO - Epoch(train) [19][2900/3757] lr: 1.000e-02 eta: 22:29:06 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5544 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1155 loss: 2.1155 2022/06/27 23:01:19 - mmengine - INFO - Epoch(train) [19][2920/3757] lr: 1.000e-02 eta: 22:29:02 time: 0.320 data_time: 0.008 memory: 6238 grad_norm: 5.5425 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1856 loss: 2.1856 2022/06/27 23:01:24 - mmengine - INFO - Epoch(train) [19][2940/3757] lr: 1.000e-02 eta: 22:28:56 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.5779 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2341 loss: 2.2341 2022/06/27 23:01:29 - mmengine - INFO - Epoch(train) [19][2960/3757] lr: 1.000e-02 eta: 22:28:49 time: 0.298 data_time: 0.007 memory: 6238 grad_norm: 5.1147 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0552 loss: 2.0552 2022/06/27 23:01:34 - mmengine - INFO - Epoch(train) [19][2980/3757] lr: 1.000e-02 eta: 22:28:43 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 5.4757 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8020 loss: 1.8020 2022/06/27 23:01:40 - mmengine - INFO - Epoch(train) [19][3000/3757] lr: 1.000e-02 eta: 22:28:39 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.0007 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6521 loss: 1.6521 2022/06/27 23:01:45 - mmengine - INFO - Epoch(train) [19][3020/3757] lr: 1.000e-02 eta: 22:28:32 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.5218 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1728 loss: 2.1728 2022/06/27 23:01:50 - mmengine - INFO - Epoch(train) [19][3040/3757] lr: 1.000e-02 eta: 22:28:27 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.9631 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3677 loss: 2.3677 2022/06/27 23:01:55 - mmengine - INFO - Epoch(train) [19][3060/3757] lr: 1.000e-02 eta: 22:28:22 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 6.9417 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9622 loss: 1.9622 2022/06/27 23:02:01 - mmengine - INFO - Epoch(train) [19][3080/3757] lr: 1.000e-02 eta: 22:28:17 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.0347 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1519 loss: 2.1519 2022/06/27 23:02:06 - mmengine - INFO - Epoch(train) [19][3100/3757] lr: 1.000e-02 eta: 22:28:12 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.2615 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4549 loss: 2.4549 2022/06/27 23:02:12 - mmengine - INFO - Epoch(train) [19][3120/3757] lr: 1.000e-02 eta: 22:28:08 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.1024 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8820 loss: 1.8820 2022/06/27 23:02:17 - mmengine - INFO - Epoch(train) [19][3140/3757] lr: 1.000e-02 eta: 22:28:02 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.3691 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0415 loss: 2.0415 2022/06/27 23:02:22 - mmengine - INFO - Epoch(train) [19][3160/3757] lr: 1.000e-02 eta: 22:27:56 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 6.6812 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0546 loss: 2.0546 2022/06/27 23:02:27 - mmengine - INFO - Epoch(train) [19][3180/3757] lr: 1.000e-02 eta: 22:27:52 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6088 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8427 loss: 1.8427 2022/06/27 23:02:33 - mmengine - INFO - Epoch(train) [19][3200/3757] lr: 1.000e-02 eta: 22:27:47 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.2042 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0549 loss: 2.0549 2022/06/27 23:02:38 - mmengine - INFO - Epoch(train) [19][3220/3757] lr: 1.000e-02 eta: 22:27:41 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.5254 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0596 loss: 2.0596 2022/06/27 23:02:44 - mmengine - INFO - Epoch(train) [19][3240/3757] lr: 1.000e-02 eta: 22:27:37 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 4.2995 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1853 loss: 2.1853 2022/06/27 23:02:49 - mmengine - INFO - Epoch(train) [19][3260/3757] lr: 1.000e-02 eta: 22:27:32 time: 0.299 data_time: 0.007 memory: 6238 grad_norm: 5.3988 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9071 loss: 1.9071 2022/06/27 23:02:54 - mmengine - INFO - Epoch(train) [19][3280/3757] lr: 1.000e-02 eta: 22:27:27 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.9691 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1428 loss: 2.1428 2022/06/27 23:03:00 - mmengine - INFO - Epoch(train) [19][3300/3757] lr: 1.000e-02 eta: 22:27:22 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 5.3716 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1462 loss: 2.1462 2022/06/27 23:03:05 - mmengine - INFO - Epoch(train) [19][3320/3757] lr: 1.000e-02 eta: 22:27:15 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.6410 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1472 loss: 2.1472 2022/06/27 23:03:11 - mmengine - INFO - Epoch(train) [19][3340/3757] lr: 1.000e-02 eta: 22:27:14 time: 0.226 data_time: 0.011 memory: 6238 grad_norm: 5.3283 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9465 loss: 1.9465 2022/06/27 23:03:16 - mmengine - INFO - Epoch(train) [19][3360/3757] lr: 1.000e-02 eta: 22:27:07 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.2451 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8684 loss: 1.8684 2022/06/27 23:03:20 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:03:21 - mmengine - INFO - Epoch(train) [19][3380/3757] lr: 1.000e-02 eta: 22:27:00 time: 0.223 data_time: 0.011 memory: 6238 grad_norm: 5.2009 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1331 loss: 2.1331 2022/06/27 23:03:26 - mmengine - INFO - Epoch(train) [19][3400/3757] lr: 1.000e-02 eta: 22:26:55 time: 0.215 data_time: 0.006 memory: 6238 grad_norm: 6.1261 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4677 loss: 2.4677 2022/06/27 23:03:32 - mmengine - INFO - Epoch(train) [19][3420/3757] lr: 1.000e-02 eta: 22:26:52 time: 0.261 data_time: 0.006 memory: 6238 grad_norm: 5.3359 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0074 loss: 2.0074 2022/06/27 23:03:37 - mmengine - INFO - Epoch(train) [19][3440/3757] lr: 1.000e-02 eta: 22:26:45 time: 0.227 data_time: 0.019 memory: 6238 grad_norm: 5.0887 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2241 loss: 2.2241 2022/06/27 23:03:42 - mmengine - INFO - Epoch(train) [19][3460/3757] lr: 1.000e-02 eta: 22:26:39 time: 0.252 data_time: 0.006 memory: 6238 grad_norm: 5.8331 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8906 loss: 1.8906 2022/06/27 23:03:48 - mmengine - INFO - Epoch(train) [19][3480/3757] lr: 1.000e-02 eta: 22:26:35 time: 0.227 data_time: 0.018 memory: 6238 grad_norm: 5.5904 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5873 loss: 2.5873 2022/06/27 23:03:53 - mmengine - INFO - Epoch(train) [19][3500/3757] lr: 1.000e-02 eta: 22:26:27 time: 0.227 data_time: 0.017 memory: 6238 grad_norm: 5.7072 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9173 loss: 1.9173 2022/06/27 23:03:58 - mmengine - INFO - Epoch(train) [19][3520/3757] lr: 1.000e-02 eta: 22:26:22 time: 0.234 data_time: 0.010 memory: 6238 grad_norm: 5.6140 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0979 loss: 2.0979 2022/06/27 23:04:03 - mmengine - INFO - Epoch(train) [19][3540/3757] lr: 1.000e-02 eta: 22:26:15 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.2682 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0935 loss: 2.0935 2022/06/27 23:04:08 - mmengine - INFO - Epoch(train) [19][3560/3757] lr: 1.000e-02 eta: 22:26:08 time: 0.220 data_time: 0.012 memory: 6238 grad_norm: 4.7482 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1314 loss: 2.1314 2022/06/27 23:04:13 - mmengine - INFO - Epoch(train) [19][3580/3757] lr: 1.000e-02 eta: 22:26:02 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.6741 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3237 loss: 2.3237 2022/06/27 23:04:19 - mmengine - INFO - Epoch(train) [19][3600/3757] lr: 1.000e-02 eta: 22:25:59 time: 0.659 data_time: 0.007 memory: 6238 grad_norm: 4.6341 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2761 loss: 2.2761 2022/06/27 23:04:24 - mmengine - INFO - Epoch(train) [19][3620/3757] lr: 1.000e-02 eta: 22:25:52 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 4.9920 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2961 loss: 2.2961 2022/06/27 23:04:29 - mmengine - INFO - Epoch(train) [19][3640/3757] lr: 1.000e-02 eta: 22:25:47 time: 0.280 data_time: 0.007 memory: 6238 grad_norm: 5.1676 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9324 loss: 1.9324 2022/06/27 23:04:34 - mmengine - INFO - Epoch(train) [19][3660/3757] lr: 1.000e-02 eta: 22:25:41 time: 0.266 data_time: 0.006 memory: 6238 grad_norm: 4.9722 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0073 loss: 2.0073 2022/06/27 23:04:39 - mmengine - INFO - Epoch(train) [19][3680/3757] lr: 1.000e-02 eta: 22:25:35 time: 0.236 data_time: 0.012 memory: 6238 grad_norm: 6.2365 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1051 loss: 2.1051 2022/06/27 23:04:45 - mmengine - INFO - Epoch(train) [19][3700/3757] lr: 1.000e-02 eta: 22:25:31 time: 0.583 data_time: 0.007 memory: 6238 grad_norm: 6.4080 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9064 loss: 1.9064 2022/06/27 23:04:50 - mmengine - INFO - Epoch(train) [19][3720/3757] lr: 1.000e-02 eta: 22:25:25 time: 0.648 data_time: 0.006 memory: 6238 grad_norm: 6.0820 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0124 loss: 2.0124 2022/06/27 23:04:55 - mmengine - INFO - Epoch(train) [19][3740/3757] lr: 1.000e-02 eta: 22:25:18 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 6.3970 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0251 loss: 2.0251 2022/06/27 23:04:59 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:05:06 - mmengine - INFO - Epoch(val) [19][20/310] eta: 0:01:25 time: 0.093 data_time: 0.005 memory: 6238 2022/06/27 23:05:12 - mmengine - INFO - Epoch(val) [19][40/310] eta: 0:01:17 time: 0.100 data_time: 0.012 memory: 1479 2022/06/27 23:05:15 - mmengine - INFO - Epoch(val) [19][60/310] eta: 0:00:23 time: 0.097 data_time: 0.008 memory: 1479 2022/06/27 23:05:21 - mmengine - INFO - Epoch(val) [19][80/310] eta: 0:01:11 time: 0.090 data_time: 0.009 memory: 1479 2022/06/27 23:05:27 - mmengine - INFO - Epoch(val) [19][100/310] eta: 0:01:00 time: 0.538 data_time: 0.451 memory: 1479 2022/06/27 23:05:31 - mmengine - INFO - Epoch(val) [19][120/310] eta: 0:00:24 time: 0.099 data_time: 0.009 memory: 1479 2022/06/27 23:05:37 - mmengine - INFO - Epoch(val) [19][140/310] eta: 0:00:49 time: 0.091 data_time: 0.008 memory: 1479 2022/06/27 23:05:43 - mmengine - INFO - Epoch(val) [19][160/310] eta: 0:00:47 time: 1.030 data_time: 0.943 memory: 1479 2022/06/27 23:05:47 - mmengine - INFO - Epoch(val) [19][180/310] eta: 0:00:28 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 23:05:54 - mmengine - INFO - Epoch(val) [19][200/310] eta: 0:00:32 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 23:05:59 - mmengine - INFO - Epoch(val) [19][220/310] eta: 0:00:25 time: 1.003 data_time: 0.904 memory: 1479 2022/06/27 23:06:03 - mmengine - INFO - Epoch(val) [19][240/310] eta: 0:00:19 time: 0.086 data_time: 0.004 memory: 1479 2022/06/27 23:06:09 - mmengine - INFO - Epoch(val) [19][260/310] eta: 0:00:14 time: 0.097 data_time: 0.009 memory: 1479 2022/06/27 23:06:15 - mmengine - INFO - Epoch(val) [19][280/310] eta: 0:00:08 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 23:06:18 - mmengine - INFO - Epoch(val) [19][300/310] eta: 0:00:02 time: 0.088 data_time: 0.005 memory: 1479 2022/06/27 23:06:21 - mmengine - INFO - Epoch(val) [19][310/310] acc/top1: 0.5411 acc/top5: 0.7934 acc/mean1: 0.5411 2022/06/27 23:06:30 - mmengine - INFO - Epoch(train) [20][20/3757] lr: 1.000e-02 eta: 22:25:12 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.8277 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9983 loss: 1.9983 2022/06/27 23:06:35 - mmengine - INFO - Epoch(train) [20][40/3757] lr: 1.000e-02 eta: 22:25:08 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.2643 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0769 loss: 2.0769 2022/06/27 23:06:41 - mmengine - INFO - Epoch(train) [20][60/3757] lr: 1.000e-02 eta: 22:25:02 time: 0.218 data_time: 0.008 memory: 6238 grad_norm: 5.3276 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3544 loss: 2.3544 2022/06/27 23:06:46 - mmengine - INFO - Epoch(train) [20][80/3757] lr: 1.000e-02 eta: 22:24:56 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 5.5336 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9785 loss: 1.9785 2022/06/27 23:06:51 - mmengine - INFO - Epoch(train) [20][100/3757] lr: 1.000e-02 eta: 22:24:51 time: 0.224 data_time: 0.009 memory: 6238 grad_norm: 6.2247 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4895 loss: 2.4895 2022/06/27 23:06:56 - mmengine - INFO - Epoch(train) [20][120/3757] lr: 1.000e-02 eta: 22:24:44 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.4071 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7927 loss: 1.7927 2022/06/27 23:07:02 - mmengine - INFO - Epoch(train) [20][140/3757] lr: 1.000e-02 eta: 22:24:40 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.9122 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1372 loss: 2.1372 2022/06/27 23:07:07 - mmengine - INFO - Epoch(train) [20][160/3757] lr: 1.000e-02 eta: 22:24:35 time: 0.222 data_time: 0.017 memory: 6238 grad_norm: 5.2777 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0627 loss: 2.0627 2022/06/27 23:07:12 - mmengine - INFO - Epoch(train) [20][180/3757] lr: 1.000e-02 eta: 22:24:28 time: 0.214 data_time: 0.007 memory: 6238 grad_norm: 6.3785 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9165 loss: 1.9165 2022/06/27 23:07:17 - mmengine - INFO - Epoch(train) [20][200/3757] lr: 1.000e-02 eta: 22:24:23 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.2603 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2318 loss: 2.2318 2022/06/27 23:07:23 - mmengine - INFO - Epoch(train) [20][220/3757] lr: 1.000e-02 eta: 22:24:20 time: 0.216 data_time: 0.010 memory: 6238 grad_norm: 5.5096 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9962 loss: 1.9962 2022/06/27 23:07:28 - mmengine - INFO - Epoch(train) [20][240/3757] lr: 1.000e-02 eta: 22:24:12 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 6.3149 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2151 loss: 2.2151 2022/06/27 23:07:34 - mmengine - INFO - Epoch(train) [20][260/3757] lr: 1.000e-02 eta: 22:24:08 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.7024 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8446 loss: 1.8446 2022/06/27 23:07:39 - mmengine - INFO - Epoch(train) [20][280/3757] lr: 1.000e-02 eta: 22:24:03 time: 0.228 data_time: 0.019 memory: 6238 grad_norm: 5.3993 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3803 loss: 2.3803 2022/06/27 23:07:44 - mmengine - INFO - Epoch(train) [20][300/3757] lr: 1.000e-02 eta: 22:23:57 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 5.3091 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7135 loss: 1.7135 2022/06/27 23:07:50 - mmengine - INFO - Epoch(train) [20][320/3757] lr: 1.000e-02 eta: 22:23:52 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.7535 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5717 loss: 1.5717 2022/06/27 23:07:55 - mmengine - INFO - Epoch(train) [20][340/3757] lr: 1.000e-02 eta: 22:23:47 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.8522 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0888 loss: 2.0888 2022/06/27 23:08:00 - mmengine - INFO - Epoch(train) [20][360/3757] lr: 1.000e-02 eta: 22:23:41 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.4371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9777 loss: 1.9777 2022/06/27 23:08:05 - mmengine - INFO - Epoch(train) [20][380/3757] lr: 1.000e-02 eta: 22:23:34 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.1706 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1814 loss: 2.1814 2022/06/27 23:08:10 - mmengine - INFO - Epoch(train) [20][400/3757] lr: 1.000e-02 eta: 22:23:28 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.3058 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1567 loss: 2.1567 2022/06/27 23:08:15 - mmengine - INFO - Epoch(train) [20][420/3757] lr: 1.000e-02 eta: 22:23:21 time: 0.223 data_time: 0.011 memory: 6238 grad_norm: 5.8763 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0879 loss: 2.0879 2022/06/27 23:08:21 - mmengine - INFO - Epoch(train) [20][440/3757] lr: 1.000e-02 eta: 22:23:19 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.2088 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7029 loss: 1.7029 2022/06/27 23:08:26 - mmengine - INFO - Epoch(train) [20][460/3757] lr: 1.000e-02 eta: 22:23:12 time: 0.427 data_time: 0.223 memory: 6238 grad_norm: 7.2690 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8157 loss: 1.8157 2022/06/27 23:08:31 - mmengine - INFO - Epoch(train) [20][480/3757] lr: 1.000e-02 eta: 22:23:05 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.8101 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3140 loss: 2.3140 2022/06/27 23:08:37 - mmengine - INFO - Epoch(train) [20][500/3757] lr: 1.000e-02 eta: 22:23:01 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 4.8625 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8639 loss: 1.8639 2022/06/27 23:08:42 - mmengine - INFO - Epoch(train) [20][520/3757] lr: 1.000e-02 eta: 22:22:57 time: 0.227 data_time: 0.022 memory: 6238 grad_norm: 4.5632 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7006 loss: 1.7006 2022/06/27 23:08:47 - mmengine - INFO - Epoch(train) [20][540/3757] lr: 1.000e-02 eta: 22:22:48 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.1234 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0796 loss: 2.0796 2022/06/27 23:08:52 - mmengine - INFO - Epoch(train) [20][560/3757] lr: 1.000e-02 eta: 22:22:45 time: 0.235 data_time: 0.008 memory: 6238 grad_norm: 5.6329 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 1.8847 loss: 1.8847 2022/06/27 23:08:58 - mmengine - INFO - Epoch(train) [20][580/3757] lr: 1.000e-02 eta: 22:22:39 time: 0.233 data_time: 0.012 memory: 6238 grad_norm: 5.2217 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1278 loss: 2.1278 2022/06/27 23:09:03 - mmengine - INFO - Epoch(train) [20][600/3757] lr: 1.000e-02 eta: 22:22:32 time: 0.215 data_time: 0.011 memory: 6238 grad_norm: 5.2066 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7519 loss: 1.7519 2022/06/27 23:09:08 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:09:08 - mmengine - INFO - Epoch(train) [20][620/3757] lr: 1.000e-02 eta: 22:22:28 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.8632 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6694 loss: 1.6694 2022/06/27 23:09:13 - mmengine - INFO - Epoch(train) [20][640/3757] lr: 1.000e-02 eta: 22:22:22 time: 0.227 data_time: 0.020 memory: 6238 grad_norm: 5.9513 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9019 loss: 1.9019 2022/06/27 23:09:18 - mmengine - INFO - Epoch(train) [20][660/3757] lr: 1.000e-02 eta: 22:22:16 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 5.2198 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7094 loss: 1.7094 2022/06/27 23:09:24 - mmengine - INFO - Epoch(train) [20][680/3757] lr: 1.000e-02 eta: 22:22:12 time: 0.432 data_time: 0.006 memory: 6238 grad_norm: 5.8948 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1854 loss: 2.1854 2022/06/27 23:09:29 - mmengine - INFO - Epoch(train) [20][700/3757] lr: 1.000e-02 eta: 22:22:07 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.5161 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1402 loss: 2.1402 2022/06/27 23:09:35 - mmengine - INFO - Epoch(train) [20][720/3757] lr: 1.000e-02 eta: 22:22:02 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 6.0014 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0874 loss: 2.0874 2022/06/27 23:09:40 - mmengine - INFO - Epoch(train) [20][740/3757] lr: 1.000e-02 eta: 22:21:55 time: 0.331 data_time: 0.007 memory: 6238 grad_norm: 5.5308 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.0087 loss: 2.0087 2022/06/27 23:09:45 - mmengine - INFO - Epoch(train) [20][760/3757] lr: 1.000e-02 eta: 22:21:50 time: 0.222 data_time: 0.017 memory: 6238 grad_norm: 6.0952 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0329 loss: 2.0329 2022/06/27 23:09:50 - mmengine - INFO - Epoch(train) [20][780/3757] lr: 1.000e-02 eta: 22:21:44 time: 0.230 data_time: 0.011 memory: 6238 grad_norm: 4.8207 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8687 loss: 1.8687 2022/06/27 23:09:56 - mmengine - INFO - Epoch(train) [20][800/3757] lr: 1.000e-02 eta: 22:21:40 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 4.7900 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8948 loss: 1.8948 2022/06/27 23:10:01 - mmengine - INFO - Epoch(train) [20][820/3757] lr: 1.000e-02 eta: 22:21:34 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.5388 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1309 loss: 2.1309 2022/06/27 23:10:06 - mmengine - INFO - Epoch(train) [20][840/3757] lr: 1.000e-02 eta: 22:21:28 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.9865 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3279 loss: 2.3279 2022/06/27 23:10:12 - mmengine - INFO - Epoch(train) [20][860/3757] lr: 1.000e-02 eta: 22:21:23 time: 0.217 data_time: 0.016 memory: 6238 grad_norm: 6.3216 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0675 loss: 2.0675 2022/06/27 23:10:17 - mmengine - INFO - Epoch(train) [20][880/3757] lr: 1.000e-02 eta: 22:21:17 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.9058 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0960 loss: 2.0960 2022/06/27 23:10:22 - mmengine - INFO - Epoch(train) [20][900/3757] lr: 1.000e-02 eta: 22:21:11 time: 0.225 data_time: 0.011 memory: 6238 grad_norm: 5.7804 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0648 loss: 2.0648 2022/06/27 23:10:27 - mmengine - INFO - Epoch(train) [20][920/3757] lr: 1.000e-02 eta: 22:21:05 time: 0.226 data_time: 0.012 memory: 6238 grad_norm: 5.5022 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3850 loss: 2.3850 2022/06/27 23:10:32 - mmengine - INFO - Epoch(train) [20][940/3757] lr: 1.000e-02 eta: 22:21:01 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.4713 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7119 loss: 1.7119 2022/06/27 23:10:38 - mmengine - INFO - Epoch(train) [20][960/3757] lr: 1.000e-02 eta: 22:20:56 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.8875 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2186 loss: 2.2186 2022/06/27 23:10:43 - mmengine - INFO - Epoch(train) [20][980/3757] lr: 1.000e-02 eta: 22:20:51 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 4.5864 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7548 loss: 1.7548 2022/06/27 23:10:48 - mmengine - INFO - Epoch(train) [20][1000/3757] lr: 1.000e-02 eta: 22:20:44 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.6295 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5598 loss: 1.5598 2022/06/27 23:10:53 - mmengine - INFO - Epoch(train) [20][1020/3757] lr: 1.000e-02 eta: 22:20:37 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 6.0589 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3336 loss: 2.3336 2022/06/27 23:10:59 - mmengine - INFO - Epoch(train) [20][1040/3757] lr: 1.000e-02 eta: 22:20:33 time: 0.216 data_time: 0.011 memory: 6238 grad_norm: 5.7639 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1512 loss: 2.1512 2022/06/27 23:11:04 - mmengine - INFO - Epoch(train) [20][1060/3757] lr: 1.000e-02 eta: 22:20:28 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 4.9668 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9149 loss: 1.9149 2022/06/27 23:11:09 - mmengine - INFO - Epoch(train) [20][1080/3757] lr: 1.000e-02 eta: 22:20:22 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.6943 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1521 loss: 2.1521 2022/06/27 23:11:15 - mmengine - INFO - Epoch(train) [20][1100/3757] lr: 1.000e-02 eta: 22:20:17 time: 0.229 data_time: 0.011 memory: 6238 grad_norm: 5.5892 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2418 loss: 2.2418 2022/06/27 23:11:21 - mmengine - INFO - Epoch(train) [20][1120/3757] lr: 1.000e-02 eta: 22:20:16 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.8159 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8760 loss: 1.8760 2022/06/27 23:11:26 - mmengine - INFO - Epoch(train) [20][1140/3757] lr: 1.000e-02 eta: 22:20:08 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.5765 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1612 loss: 2.1612 2022/06/27 23:11:31 - mmengine - INFO - Epoch(train) [20][1160/3757] lr: 1.000e-02 eta: 22:20:02 time: 0.230 data_time: 0.012 memory: 6238 grad_norm: 6.7328 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2768 loss: 2.2768 2022/06/27 23:11:36 - mmengine - INFO - Epoch(train) [20][1180/3757] lr: 1.000e-02 eta: 22:19:57 time: 0.225 data_time: 0.016 memory: 6238 grad_norm: 4.8326 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2579 loss: 2.2579 2022/06/27 23:11:41 - mmengine - INFO - Epoch(train) [20][1200/3757] lr: 1.000e-02 eta: 22:19:52 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.1334 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2925 loss: 2.2925 2022/06/27 23:11:46 - mmengine - INFO - Epoch(train) [20][1220/3757] lr: 1.000e-02 eta: 22:19:45 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 5.7706 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1882 loss: 2.1882 2022/06/27 23:11:52 - mmengine - INFO - Epoch(train) [20][1240/3757] lr: 1.000e-02 eta: 22:19:40 time: 0.231 data_time: 0.024 memory: 6238 grad_norm: 5.0375 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9997 loss: 1.9997 2022/06/27 23:11:56 - mmengine - INFO - Epoch(train) [20][1260/3757] lr: 1.000e-02 eta: 22:19:32 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.5587 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4608 loss: 2.4608 2022/06/27 23:12:02 - mmengine - INFO - Epoch(train) [20][1280/3757] lr: 1.000e-02 eta: 22:19:27 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 6.0542 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9458 loss: 1.9458 2022/06/27 23:12:07 - mmengine - INFO - Epoch(train) [20][1300/3757] lr: 1.000e-02 eta: 22:19:21 time: 0.245 data_time: 0.007 memory: 6238 grad_norm: 5.0251 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0223 loss: 2.0223 2022/06/27 23:12:12 - mmengine - INFO - Epoch(train) [20][1320/3757] lr: 1.000e-02 eta: 22:19:15 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.8957 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1300 loss: 2.1300 2022/06/27 23:12:18 - mmengine - INFO - Epoch(train) [20][1340/3757] lr: 1.000e-02 eta: 22:19:12 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 6.0259 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4905 loss: 2.4905 2022/06/27 23:12:23 - mmengine - INFO - Epoch(train) [20][1360/3757] lr: 1.000e-02 eta: 22:19:06 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.7019 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1918 loss: 2.1918 2022/06/27 23:12:28 - mmengine - INFO - Epoch(train) [20][1380/3757] lr: 1.000e-02 eta: 22:18:59 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.3947 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6427 loss: 1.6427 2022/06/27 23:12:34 - mmengine - INFO - Epoch(train) [20][1400/3757] lr: 1.000e-02 eta: 22:18:55 time: 0.225 data_time: 0.014 memory: 6238 grad_norm: 5.1054 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9627 loss: 1.9627 2022/06/27 23:12:39 - mmengine - INFO - Epoch(train) [20][1420/3757] lr: 1.000e-02 eta: 22:18:49 time: 0.231 data_time: 0.009 memory: 6238 grad_norm: 5.5600 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8098 loss: 1.8098 2022/06/27 23:12:44 - mmengine - INFO - Epoch(train) [20][1440/3757] lr: 1.000e-02 eta: 22:18:45 time: 0.235 data_time: 0.006 memory: 6238 grad_norm: 5.6320 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1110 loss: 2.1110 2022/06/27 23:12:49 - mmengine - INFO - Epoch(train) [20][1460/3757] lr: 1.000e-02 eta: 22:18:38 time: 0.223 data_time: 0.020 memory: 6238 grad_norm: 5.8063 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1768 loss: 2.1768 2022/06/27 23:12:55 - mmengine - INFO - Epoch(train) [20][1480/3757] lr: 1.000e-02 eta: 22:18:32 time: 0.233 data_time: 0.007 memory: 6238 grad_norm: 5.9264 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4398 loss: 2.4398 2022/06/27 23:12:59 - mmengine - INFO - Epoch(train) [20][1500/3757] lr: 1.000e-02 eta: 22:18:25 time: 0.238 data_time: 0.006 memory: 6238 grad_norm: 5.8597 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2058 loss: 2.2058 2022/06/27 23:13:05 - mmengine - INFO - Epoch(train) [20][1520/3757] lr: 1.000e-02 eta: 22:18:22 time: 0.222 data_time: 0.016 memory: 6238 grad_norm: 5.6302 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9284 loss: 1.9284 2022/06/27 23:13:10 - mmengine - INFO - Epoch(train) [20][1540/3757] lr: 1.000e-02 eta: 22:18:15 time: 0.244 data_time: 0.011 memory: 6238 grad_norm: 5.2835 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3374 loss: 2.3374 2022/06/27 23:13:15 - mmengine - INFO - Epoch(train) [20][1560/3757] lr: 1.000e-02 eta: 22:18:09 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.9461 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0497 loss: 2.0497 2022/06/27 23:13:21 - mmengine - INFO - Epoch(train) [20][1580/3757] lr: 1.000e-02 eta: 22:18:06 time: 0.221 data_time: 0.022 memory: 6238 grad_norm: 5.6668 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2531 loss: 2.2531 2022/06/27 23:13:26 - mmengine - INFO - Epoch(train) [20][1600/3757] lr: 1.000e-02 eta: 22:18:00 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.6827 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7902 loss: 1.7902 2022/06/27 23:13:31 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:13:32 - mmengine - INFO - Epoch(train) [20][1620/3757] lr: 1.000e-02 eta: 22:17:54 time: 0.213 data_time: 0.009 memory: 6238 grad_norm: 4.9071 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3109 loss: 2.3109 2022/06/27 23:13:37 - mmengine - INFO - Epoch(train) [20][1640/3757] lr: 1.000e-02 eta: 22:17:48 time: 0.221 data_time: 0.016 memory: 6238 grad_norm: 5.4935 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9200 loss: 1.9200 2022/06/27 23:13:42 - mmengine - INFO - Epoch(train) [20][1660/3757] lr: 1.000e-02 eta: 22:17:45 time: 0.239 data_time: 0.007 memory: 6238 grad_norm: 5.4694 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8723 loss: 1.8723 2022/06/27 23:13:47 - mmengine - INFO - Epoch(train) [20][1680/3757] lr: 1.000e-02 eta: 22:17:37 time: 0.240 data_time: 0.008 memory: 6238 grad_norm: 5.7464 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3681 loss: 2.3681 2022/06/27 23:13:53 - mmengine - INFO - Epoch(train) [20][1700/3757] lr: 1.000e-02 eta: 22:17:33 time: 0.233 data_time: 0.027 memory: 6238 grad_norm: 5.1865 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2335 loss: 2.2335 2022/06/27 23:13:58 - mmengine - INFO - Epoch(train) [20][1720/3757] lr: 1.000e-02 eta: 22:17:27 time: 0.237 data_time: 0.007 memory: 6238 grad_norm: 6.1777 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5579 loss: 2.5579 2022/06/27 23:14:03 - mmengine - INFO - Epoch(train) [20][1740/3757] lr: 1.000e-02 eta: 22:17:20 time: 0.223 data_time: 0.014 memory: 6238 grad_norm: 5.4158 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8767 loss: 1.8767 2022/06/27 23:14:08 - mmengine - INFO - Epoch(train) [20][1760/3757] lr: 1.000e-02 eta: 22:17:16 time: 0.226 data_time: 0.014 memory: 6238 grad_norm: 5.0690 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9066 loss: 1.9066 2022/06/27 23:14:14 - mmengine - INFO - Epoch(train) [20][1780/3757] lr: 1.000e-02 eta: 22:17:11 time: 0.236 data_time: 0.009 memory: 6238 grad_norm: 5.4502 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9374 loss: 1.9374 2022/06/27 23:14:19 - mmengine - INFO - Epoch(train) [20][1800/3757] lr: 1.000e-02 eta: 22:17:06 time: 0.227 data_time: 0.005 memory: 6238 grad_norm: 5.6300 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.9728 loss: 1.9728 2022/06/27 23:14:24 - mmengine - INFO - Epoch(train) [20][1820/3757] lr: 1.000e-02 eta: 22:17:00 time: 0.228 data_time: 0.014 memory: 6238 grad_norm: 5.6274 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0769 loss: 2.0769 2022/06/27 23:14:30 - mmengine - INFO - Epoch(train) [20][1840/3757] lr: 1.000e-02 eta: 22:16:55 time: 0.237 data_time: 0.014 memory: 6238 grad_norm: 6.2059 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0845 loss: 2.0845 2022/06/27 23:14:35 - mmengine - INFO - Epoch(train) [20][1860/3757] lr: 1.000e-02 eta: 22:16:48 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 5.7684 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1153 loss: 2.1153 2022/06/27 23:14:40 - mmengine - INFO - Epoch(train) [20][1880/3757] lr: 1.000e-02 eta: 22:16:44 time: 0.328 data_time: 0.009 memory: 6238 grad_norm: 5.8501 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3892 loss: 2.3892 2022/06/27 23:14:45 - mmengine - INFO - Epoch(train) [20][1900/3757] lr: 1.000e-02 eta: 22:16:38 time: 0.226 data_time: 0.009 memory: 6238 grad_norm: 6.2373 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7509 loss: 1.7509 2022/06/27 23:14:50 - mmengine - INFO - Epoch(train) [20][1920/3757] lr: 1.000e-02 eta: 22:16:31 time: 0.221 data_time: 0.012 memory: 6238 grad_norm: 6.8104 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4302 loss: 2.4302 2022/06/27 23:14:56 - mmengine - INFO - Epoch(train) [20][1940/3757] lr: 1.000e-02 eta: 22:16:27 time: 0.227 data_time: 0.016 memory: 6238 grad_norm: 6.0490 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9830 loss: 1.9830 2022/06/27 23:15:01 - mmengine - INFO - Epoch(train) [20][1960/3757] lr: 1.000e-02 eta: 22:16:22 time: 0.227 data_time: 0.013 memory: 6238 grad_norm: 6.6710 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9863 loss: 1.9863 2022/06/27 23:15:06 - mmengine - INFO - Epoch(train) [20][1980/3757] lr: 1.000e-02 eta: 22:16:16 time: 0.230 data_time: 0.008 memory: 6238 grad_norm: 6.2290 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3315 loss: 2.3315 2022/06/27 23:15:12 - mmengine - INFO - Epoch(train) [20][2000/3757] lr: 1.000e-02 eta: 22:16:12 time: 0.220 data_time: 0.018 memory: 6238 grad_norm: 5.6353 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8966 loss: 1.8966 2022/06/27 23:15:17 - mmengine - INFO - Epoch(train) [20][2020/3757] lr: 1.000e-02 eta: 22:16:04 time: 0.226 data_time: 0.015 memory: 6238 grad_norm: 6.6055 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4051 loss: 2.4051 2022/06/27 23:15:22 - mmengine - INFO - Epoch(train) [20][2040/3757] lr: 1.000e-02 eta: 22:15:58 time: 0.229 data_time: 0.006 memory: 6238 grad_norm: 5.7535 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5093 loss: 1.5093 2022/06/27 23:15:27 - mmengine - INFO - Epoch(train) [20][2060/3757] lr: 1.000e-02 eta: 22:15:52 time: 0.223 data_time: 0.015 memory: 6238 grad_norm: 5.7025 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1688 loss: 2.1688 2022/06/27 23:15:33 - mmengine - INFO - Epoch(train) [20][2080/3757] lr: 1.000e-02 eta: 22:15:48 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.4420 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9577 loss: 1.9577 2022/06/27 23:15:38 - mmengine - INFO - Epoch(train) [20][2100/3757] lr: 1.000e-02 eta: 22:15:42 time: 0.232 data_time: 0.006 memory: 6238 grad_norm: 5.4702 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0258 loss: 2.0258 2022/06/27 23:15:43 - mmengine - INFO - Epoch(train) [20][2120/3757] lr: 1.000e-02 eta: 22:15:37 time: 0.234 data_time: 0.007 memory: 6238 grad_norm: 6.0564 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2791 loss: 2.2791 2022/06/27 23:15:48 - mmengine - INFO - Epoch(train) [20][2140/3757] lr: 1.000e-02 eta: 22:15:31 time: 0.234 data_time: 0.030 memory: 6238 grad_norm: 5.8122 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2660 loss: 2.2660 2022/06/27 23:15:54 - mmengine - INFO - Epoch(train) [20][2160/3757] lr: 1.000e-02 eta: 22:15:27 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.3662 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0307 loss: 2.0307 2022/06/27 23:15:59 - mmengine - INFO - Epoch(train) [20][2180/3757] lr: 1.000e-02 eta: 22:15:21 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 5.8816 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9458 loss: 1.9458 2022/06/27 23:16:04 - mmengine - INFO - Epoch(train) [20][2200/3757] lr: 1.000e-02 eta: 22:15:15 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 4.9357 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6105 loss: 1.6105 2022/06/27 23:16:10 - mmengine - INFO - Epoch(train) [20][2220/3757] lr: 1.000e-02 eta: 22:15:11 time: 0.248 data_time: 0.007 memory: 6238 grad_norm: 5.6588 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2803 loss: 2.2803 2022/06/27 23:16:15 - mmengine - INFO - Epoch(train) [20][2240/3757] lr: 1.000e-02 eta: 22:15:05 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 5.3646 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3137 loss: 2.3137 2022/06/27 23:16:20 - mmengine - INFO - Epoch(train) [20][2260/3757] lr: 1.000e-02 eta: 22:14:57 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.1472 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8570 loss: 1.8570 2022/06/27 23:16:25 - mmengine - INFO - Epoch(train) [20][2280/3757] lr: 1.000e-02 eta: 22:14:52 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.2567 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8225 loss: 1.8225 2022/06/27 23:16:30 - mmengine - INFO - Epoch(train) [20][2300/3757] lr: 1.000e-02 eta: 22:14:46 time: 0.230 data_time: 0.011 memory: 6238 grad_norm: 5.6532 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7216 loss: 1.7216 2022/06/27 23:16:35 - mmengine - INFO - Epoch(train) [20][2320/3757] lr: 1.000e-02 eta: 22:14:40 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.3319 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7980 loss: 1.7980 2022/06/27 23:16:41 - mmengine - INFO - Epoch(train) [20][2340/3757] lr: 1.000e-02 eta: 22:14:36 time: 0.247 data_time: 0.007 memory: 6238 grad_norm: 5.9243 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1298 loss: 2.1298 2022/06/27 23:16:46 - mmengine - INFO - Epoch(train) [20][2360/3757] lr: 1.000e-02 eta: 22:14:31 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.7235 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9098 loss: 1.9098 2022/06/27 23:16:51 - mmengine - INFO - Epoch(train) [20][2380/3757] lr: 1.000e-02 eta: 22:14:24 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.5939 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9129 loss: 1.9129 2022/06/27 23:16:56 - mmengine - INFO - Epoch(train) [20][2400/3757] lr: 1.000e-02 eta: 22:14:17 time: 0.236 data_time: 0.008 memory: 6238 grad_norm: 4.7185 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9703 loss: 1.9703 2022/06/27 23:17:03 - mmengine - INFO - Epoch(train) [20][2420/3757] lr: 1.000e-02 eta: 22:14:16 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.4384 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1222 loss: 2.1222 2022/06/27 23:17:07 - mmengine - INFO - Epoch(train) [20][2440/3757] lr: 1.000e-02 eta: 22:14:08 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 6.1322 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5776 loss: 2.5776 2022/06/27 23:17:12 - mmengine - INFO - Epoch(train) [20][2460/3757] lr: 1.000e-02 eta: 22:13:59 time: 0.230 data_time: 0.015 memory: 6238 grad_norm: 4.9238 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8134 loss: 1.8134 2022/06/27 23:17:17 - mmengine - INFO - Epoch(train) [20][2480/3757] lr: 1.000e-02 eta: 22:13:54 time: 0.543 data_time: 0.011 memory: 6238 grad_norm: 6.0215 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0927 loss: 2.0927 2022/06/27 23:17:22 - mmengine - INFO - Epoch(train) [20][2500/3757] lr: 1.000e-02 eta: 22:13:50 time: 0.223 data_time: 0.018 memory: 6238 grad_norm: 5.1788 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9226 loss: 1.9226 2022/06/27 23:17:28 - mmengine - INFO - Epoch(train) [20][2520/3757] lr: 1.000e-02 eta: 22:13:44 time: 0.230 data_time: 0.014 memory: 6238 grad_norm: 5.6249 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0000 loss: 2.0000 2022/06/27 23:17:32 - mmengine - INFO - Epoch(train) [20][2540/3757] lr: 1.000e-02 eta: 22:13:37 time: 0.225 data_time: 0.015 memory: 6238 grad_norm: 6.1497 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0196 loss: 2.0196 2022/06/27 23:17:38 - mmengine - INFO - Epoch(train) [20][2560/3757] lr: 1.000e-02 eta: 22:13:33 time: 0.225 data_time: 0.019 memory: 6238 grad_norm: 5.9312 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1520 loss: 2.1520 2022/06/27 23:17:44 - mmengine - INFO - Epoch(train) [20][2580/3757] lr: 1.000e-02 eta: 22:13:29 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 5.1223 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0712 loss: 2.0712 2022/06/27 23:17:49 - mmengine - INFO - Epoch(train) [20][2600/3757] lr: 1.000e-02 eta: 22:13:21 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.7644 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8598 loss: 1.8598 2022/06/27 23:17:53 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:17:54 - mmengine - INFO - Epoch(train) [20][2620/3757] lr: 1.000e-02 eta: 22:13:17 time: 0.233 data_time: 0.013 memory: 6238 grad_norm: 6.3030 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1078 loss: 2.1078 2022/06/27 23:17:59 - mmengine - INFO - Epoch(train) [20][2640/3757] lr: 1.000e-02 eta: 22:13:11 time: 0.225 data_time: 0.011 memory: 6238 grad_norm: 5.1776 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1618 loss: 2.1618 2022/06/27 23:18:05 - mmengine - INFO - Epoch(train) [20][2660/3757] lr: 1.000e-02 eta: 22:13:06 time: 0.254 data_time: 0.009 memory: 6238 grad_norm: 5.8966 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9288 loss: 1.9288 2022/06/27 23:18:10 - mmengine - INFO - Epoch(train) [20][2680/3757] lr: 1.000e-02 eta: 22:13:00 time: 0.230 data_time: 0.016 memory: 6238 grad_norm: 5.3353 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5617 loss: 1.5617 2022/06/27 23:18:15 - mmengine - INFO - Epoch(train) [20][2700/3757] lr: 1.000e-02 eta: 22:12:54 time: 0.228 data_time: 0.010 memory: 6238 grad_norm: 4.7973 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0663 loss: 2.0663 2022/06/27 23:18:20 - mmengine - INFO - Epoch(train) [20][2720/3757] lr: 1.000e-02 eta: 22:12:48 time: 0.236 data_time: 0.014 memory: 6238 grad_norm: 4.7684 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1200 loss: 2.1200 2022/06/27 23:18:26 - mmengine - INFO - Epoch(train) [20][2740/3757] lr: 1.000e-02 eta: 22:12:44 time: 0.229 data_time: 0.018 memory: 6238 grad_norm: 5.4950 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6170 loss: 1.6170 2022/06/27 23:18:31 - mmengine - INFO - Epoch(train) [20][2760/3757] lr: 1.000e-02 eta: 22:12:38 time: 0.229 data_time: 0.018 memory: 6238 grad_norm: 6.4576 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9881 loss: 1.9881 2022/06/27 23:18:36 - mmengine - INFO - Epoch(train) [20][2780/3757] lr: 1.000e-02 eta: 22:12:33 time: 0.227 data_time: 0.008 memory: 6238 grad_norm: 5.8977 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4907 loss: 2.4907 2022/06/27 23:18:42 - mmengine - INFO - Epoch(train) [20][2800/3757] lr: 1.000e-02 eta: 22:12:28 time: 0.230 data_time: 0.021 memory: 6238 grad_norm: 5.7979 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8039 loss: 1.8039 2022/06/27 23:18:47 - mmengine - INFO - Epoch(train) [20][2820/3757] lr: 1.000e-02 eta: 22:12:23 time: 0.223 data_time: 0.018 memory: 6238 grad_norm: 5.6042 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0543 loss: 2.0543 2022/06/27 23:18:52 - mmengine - INFO - Epoch(train) [20][2840/3757] lr: 1.000e-02 eta: 22:12:18 time: 0.232 data_time: 0.008 memory: 6238 grad_norm: 5.1827 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1648 loss: 2.1648 2022/06/27 23:18:58 - mmengine - INFO - Epoch(train) [20][2860/3757] lr: 1.000e-02 eta: 22:12:13 time: 0.237 data_time: 0.010 memory: 6238 grad_norm: 5.4322 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1694 loss: 2.1694 2022/06/27 23:19:03 - mmengine - INFO - Epoch(train) [20][2880/3757] lr: 1.000e-02 eta: 22:12:06 time: 0.239 data_time: 0.015 memory: 6238 grad_norm: 5.0689 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1274 loss: 2.1274 2022/06/27 23:19:08 - mmengine - INFO - Epoch(train) [20][2900/3757] lr: 1.000e-02 eta: 22:12:01 time: 0.605 data_time: 0.010 memory: 6238 grad_norm: 5.5010 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9719 loss: 1.9719 2022/06/27 23:19:13 - mmengine - INFO - Epoch(train) [20][2920/3757] lr: 1.000e-02 eta: 22:11:54 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.3180 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1689 loss: 2.1689 2022/06/27 23:19:19 - mmengine - INFO - Epoch(train) [20][2940/3757] lr: 1.000e-02 eta: 22:11:51 time: 0.232 data_time: 0.015 memory: 6238 grad_norm: 5.7927 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2348 loss: 2.2348 2022/06/27 23:19:24 - mmengine - INFO - Epoch(train) [20][2960/3757] lr: 1.000e-02 eta: 22:11:44 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.6805 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9592 loss: 1.9592 2022/06/27 23:19:28 - mmengine - INFO - Epoch(train) [20][2980/3757] lr: 1.000e-02 eta: 22:11:37 time: 0.228 data_time: 0.013 memory: 6238 grad_norm: 5.0127 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9946 loss: 1.9946 2022/06/27 23:19:34 - mmengine - INFO - Epoch(train) [20][3000/3757] lr: 1.000e-02 eta: 22:11:31 time: 0.230 data_time: 0.021 memory: 6238 grad_norm: 5.1340 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0446 loss: 2.0446 2022/06/27 23:19:39 - mmengine - INFO - Epoch(train) [20][3020/3757] lr: 1.000e-02 eta: 22:11:25 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.5802 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2214 loss: 2.2214 2022/06/27 23:19:45 - mmengine - INFO - Epoch(train) [20][3040/3757] lr: 1.000e-02 eta: 22:11:21 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 6.1799 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3454 loss: 2.3454 2022/06/27 23:19:50 - mmengine - INFO - Epoch(train) [20][3060/3757] lr: 1.000e-02 eta: 22:11:15 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.2322 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1960 loss: 2.1960 2022/06/27 23:19:55 - mmengine - INFO - Epoch(train) [20][3080/3757] lr: 1.000e-02 eta: 22:11:11 time: 0.542 data_time: 0.006 memory: 6238 grad_norm: 5.7183 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.9070 loss: 1.9070 2022/06/27 23:20:01 - mmengine - INFO - Epoch(train) [20][3100/3757] lr: 1.000e-02 eta: 22:11:08 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 6.0418 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9027 loss: 1.9027 2022/06/27 23:20:06 - mmengine - INFO - Epoch(train) [20][3120/3757] lr: 1.000e-02 eta: 22:11:01 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.5024 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2082 loss: 2.2082 2022/06/27 23:20:11 - mmengine - INFO - Epoch(train) [20][3140/3757] lr: 1.000e-02 eta: 22:10:56 time: 0.400 data_time: 0.006 memory: 6238 grad_norm: 5.2452 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6325 loss: 1.6325 2022/06/27 23:20:16 - mmengine - INFO - Epoch(train) [20][3160/3757] lr: 1.000e-02 eta: 22:10:50 time: 0.238 data_time: 0.007 memory: 6238 grad_norm: 4.2361 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8407 loss: 1.8407 2022/06/27 23:20:22 - mmengine - INFO - Epoch(train) [20][3180/3757] lr: 1.000e-02 eta: 22:10:45 time: 0.229 data_time: 0.013 memory: 6238 grad_norm: 4.8026 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5121 loss: 2.5121 2022/06/27 23:20:28 - mmengine - INFO - Epoch(train) [20][3200/3757] lr: 1.000e-02 eta: 22:10:42 time: 0.889 data_time: 0.006 memory: 6238 grad_norm: 5.3993 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7552 loss: 1.7552 2022/06/27 23:20:33 - mmengine - INFO - Epoch(train) [20][3220/3757] lr: 1.000e-02 eta: 22:10:35 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 5.2494 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8192 loss: 1.8192 2022/06/27 23:20:39 - mmengine - INFO - Epoch(train) [20][3240/3757] lr: 1.000e-02 eta: 22:10:33 time: 0.234 data_time: 0.013 memory: 6238 grad_norm: 5.3475 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9096 loss: 1.9096 2022/06/27 23:20:44 - mmengine - INFO - Epoch(train) [20][3260/3757] lr: 1.000e-02 eta: 22:10:28 time: 0.247 data_time: 0.007 memory: 6238 grad_norm: 5.9542 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5679 loss: 2.5679 2022/06/27 23:20:49 - mmengine - INFO - Epoch(train) [20][3280/3757] lr: 1.000e-02 eta: 22:10:20 time: 0.223 data_time: 0.015 memory: 6238 grad_norm: 5.6595 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2281 loss: 2.2281 2022/06/27 23:20:53 - mmengine - INFO - Epoch(train) [20][3300/3757] lr: 1.000e-02 eta: 22:10:12 time: 0.228 data_time: 0.011 memory: 6238 grad_norm: 5.0253 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1029 loss: 2.1029 2022/06/27 23:20:59 - mmengine - INFO - Epoch(train) [20][3320/3757] lr: 1.000e-02 eta: 22:10:07 time: 0.609 data_time: 0.010 memory: 6238 grad_norm: 4.8190 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9429 loss: 1.9429 2022/06/27 23:21:04 - mmengine - INFO - Epoch(train) [20][3340/3757] lr: 1.000e-02 eta: 22:10:00 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.6676 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0971 loss: 2.0971 2022/06/27 23:21:10 - mmengine - INFO - Epoch(train) [20][3360/3757] lr: 1.000e-02 eta: 22:09:57 time: 0.217 data_time: 0.013 memory: 6238 grad_norm: 6.2527 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0863 loss: 2.0863 2022/06/27 23:21:15 - mmengine - INFO - Epoch(train) [20][3380/3757] lr: 1.000e-02 eta: 22:09:53 time: 0.924 data_time: 0.007 memory: 6238 grad_norm: 6.4477 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8962 loss: 1.8962 2022/06/27 23:21:20 - mmengine - INFO - Epoch(train) [20][3400/3757] lr: 1.000e-02 eta: 22:09:46 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.1497 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1366 loss: 2.1366 2022/06/27 23:21:25 - mmengine - INFO - Epoch(train) [20][3420/3757] lr: 1.000e-02 eta: 22:09:41 time: 0.224 data_time: 0.008 memory: 6238 grad_norm: 5.7380 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1350 loss: 2.1350 2022/06/27 23:21:31 - mmengine - INFO - Epoch(train) [20][3440/3757] lr: 1.000e-02 eta: 22:09:35 time: 0.264 data_time: 0.010 memory: 6238 grad_norm: 6.4497 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9135 loss: 1.9135 2022/06/27 23:21:36 - mmengine - INFO - Epoch(train) [20][3460/3757] lr: 1.000e-02 eta: 22:09:30 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 6.1712 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0157 loss: 2.0157 2022/06/27 23:21:42 - mmengine - INFO - Epoch(train) [20][3480/3757] lr: 1.000e-02 eta: 22:09:26 time: 0.240 data_time: 0.007 memory: 6238 grad_norm: 5.6950 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9794 loss: 1.9794 2022/06/27 23:21:47 - mmengine - INFO - Epoch(train) [20][3500/3757] lr: 1.000e-02 eta: 22:09:20 time: 0.317 data_time: 0.007 memory: 6238 grad_norm: 5.0275 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7834 loss: 1.7834 2022/06/27 23:21:53 - mmengine - INFO - Epoch(train) [20][3520/3757] lr: 1.000e-02 eta: 22:09:17 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.1674 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5399 loss: 2.5399 2022/06/27 23:21:58 - mmengine - INFO - Epoch(train) [20][3540/3757] lr: 1.000e-02 eta: 22:09:12 time: 0.234 data_time: 0.008 memory: 6238 grad_norm: 6.2506 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9807 loss: 1.9807 2022/06/27 23:22:03 - mmengine - INFO - Epoch(train) [20][3560/3757] lr: 1.000e-02 eta: 22:09:05 time: 0.234 data_time: 0.007 memory: 6238 grad_norm: 5.4048 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4583 loss: 2.4583 2022/06/27 23:22:08 - mmengine - INFO - Epoch(train) [20][3580/3757] lr: 1.000e-02 eta: 22:09:01 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 6.0718 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2162 loss: 2.2162 2022/06/27 23:22:13 - mmengine - INFO - Epoch(train) [20][3600/3757] lr: 1.000e-02 eta: 22:08:54 time: 0.249 data_time: 0.006 memory: 6238 grad_norm: 5.5040 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9565 loss: 1.9565 2022/06/27 23:22:18 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:22:19 - mmengine - INFO - Epoch(train) [20][3620/3757] lr: 1.000e-02 eta: 22:08:50 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.1674 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1000 loss: 2.1000 2022/06/27 23:22:24 - mmengine - INFO - Epoch(train) [20][3640/3757] lr: 1.000e-02 eta: 22:08:44 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 5.6549 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8237 loss: 1.8237 2022/06/27 23:22:29 - mmengine - INFO - Epoch(train) [20][3660/3757] lr: 1.000e-02 eta: 22:08:39 time: 0.222 data_time: 0.010 memory: 6238 grad_norm: 5.0838 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8541 loss: 1.8541 2022/06/27 23:22:35 - mmengine - INFO - Epoch(train) [20][3680/3757] lr: 1.000e-02 eta: 22:08:33 time: 0.218 data_time: 0.008 memory: 6238 grad_norm: 5.3716 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3654 loss: 2.3654 2022/06/27 23:22:40 - mmengine - INFO - Epoch(train) [20][3700/3757] lr: 1.000e-02 eta: 22:08:28 time: 0.224 data_time: 0.011 memory: 6238 grad_norm: 4.6258 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1075 loss: 2.1075 2022/06/27 23:22:45 - mmengine - INFO - Epoch(train) [20][3720/3757] lr: 1.000e-02 eta: 22:08:22 time: 0.251 data_time: 0.007 memory: 6238 grad_norm: 5.5386 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9008 loss: 1.9008 2022/06/27 23:22:51 - mmengine - INFO - Epoch(train) [20][3740/3757] lr: 1.000e-02 eta: 22:08:18 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 4.6873 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1362 loss: 2.1362 2022/06/27 23:22:54 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:22:54 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/06/27 23:23:05 - mmengine - INFO - Epoch(val) [20][20/310] eta: 0:01:26 time: 0.090 data_time: 0.008 memory: 6238 2022/06/27 23:23:11 - mmengine - INFO - Epoch(val) [20][40/310] eta: 0:01:13 time: 0.123 data_time: 0.034 memory: 1479 2022/06/27 23:23:15 - mmengine - INFO - Epoch(val) [20][60/310] eta: 0:00:23 time: 0.090 data_time: 0.005 memory: 1479 2022/06/27 23:23:21 - mmengine - INFO - Epoch(val) [20][80/310] eta: 0:01:13 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 23:23:27 - mmengine - INFO - Epoch(val) [20][100/310] eta: 0:01:04 time: 0.918 data_time: 0.827 memory: 1479 2022/06/27 23:23:31 - mmengine - INFO - Epoch(val) [20][120/310] eta: 0:00:21 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 23:23:37 - mmengine - INFO - Epoch(val) [20][140/310] eta: 0:00:53 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 23:23:43 - mmengine - INFO - Epoch(val) [20][160/310] eta: 0:00:47 time: 1.095 data_time: 1.007 memory: 1479 2022/06/27 23:23:47 - mmengine - INFO - Epoch(val) [20][180/310] eta: 0:00:27 time: 0.100 data_time: 0.009 memory: 1479 2022/06/27 23:23:53 - mmengine - INFO - Epoch(val) [20][200/310] eta: 0:00:33 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 23:23:59 - mmengine - INFO - Epoch(val) [20][220/310] eta: 0:00:26 time: 1.093 data_time: 1.008 memory: 1479 2022/06/27 23:24:03 - mmengine - INFO - Epoch(val) [20][240/310] eta: 0:00:15 time: 0.090 data_time: 0.005 memory: 1479 2022/06/27 23:24:09 - mmengine - INFO - Epoch(val) [20][260/310] eta: 0:00:14 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 23:24:15 - mmengine - INFO - Epoch(val) [20][280/310] eta: 0:00:08 time: 1.390 data_time: 1.286 memory: 1479 2022/06/27 23:24:17 - mmengine - INFO - Epoch(val) [20][300/310] eta: 0:00:01 time: 0.091 data_time: 0.005 memory: 1479 2022/06/27 23:24:19 - mmengine - INFO - Epoch(val) [20][310/310] acc/top1: 0.5504 acc/top5: 0.8008 acc/mean1: 0.5502 2022/06/27 23:24:28 - mmengine - INFO - Epoch(train) [21][20/3757] lr: 1.000e-02 eta: 22:08:12 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.6949 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0131 loss: 2.0131 2022/06/27 23:24:33 - mmengine - INFO - Epoch(train) [21][40/3757] lr: 1.000e-02 eta: 22:08:07 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 6.1861 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0990 loss: 2.0990 2022/06/27 23:24:38 - mmengine - INFO - Epoch(train) [21][60/3757] lr: 1.000e-02 eta: 22:08:01 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.3755 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0924 loss: 2.0924 2022/06/27 23:24:44 - mmengine - INFO - Epoch(train) [21][80/3757] lr: 1.000e-02 eta: 22:07:57 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 5.2359 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6978 loss: 1.6978 2022/06/27 23:24:50 - mmengine - INFO - Epoch(train) [21][100/3757] lr: 1.000e-02 eta: 22:07:54 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.2914 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6220 loss: 1.6220 2022/06/27 23:24:55 - mmengine - INFO - Epoch(train) [21][120/3757] lr: 1.000e-02 eta: 22:07:47 time: 0.230 data_time: 0.008 memory: 6238 grad_norm: 5.6825 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8414 loss: 1.8414 2022/06/27 23:25:00 - mmengine - INFO - Epoch(train) [21][140/3757] lr: 1.000e-02 eta: 22:07:42 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.4919 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1912 loss: 2.1912 2022/06/27 23:25:06 - mmengine - INFO - Epoch(train) [21][160/3757] lr: 1.000e-02 eta: 22:07:39 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 5.8338 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1341 loss: 2.1341 2022/06/27 23:25:11 - mmengine - INFO - Epoch(train) [21][180/3757] lr: 1.000e-02 eta: 22:07:31 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.4007 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0377 loss: 2.0377 2022/06/27 23:25:16 - mmengine - INFO - Epoch(train) [21][200/3757] lr: 1.000e-02 eta: 22:07:27 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.4853 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0125 loss: 2.0125 2022/06/27 23:25:22 - mmengine - INFO - Epoch(train) [21][220/3757] lr: 1.000e-02 eta: 22:07:23 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.3563 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0306 loss: 2.0306 2022/06/27 23:25:27 - mmengine - INFO - Epoch(train) [21][240/3757] lr: 1.000e-02 eta: 22:07:15 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.5304 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5766 loss: 1.5766 2022/06/27 23:25:33 - mmengine - INFO - Epoch(train) [21][260/3757] lr: 1.000e-02 eta: 22:07:12 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 7.0704 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1977 loss: 2.1977 2022/06/27 23:25:38 - mmengine - INFO - Epoch(train) [21][280/3757] lr: 1.000e-02 eta: 22:07:07 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 5.2134 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6827 loss: 1.6827 2022/06/27 23:25:43 - mmengine - INFO - Epoch(train) [21][300/3757] lr: 1.000e-02 eta: 22:07:03 time: 0.217 data_time: 0.009 memory: 6238 grad_norm: 5.6480 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0807 loss: 2.0807 2022/06/27 23:25:48 - mmengine - INFO - Epoch(train) [21][320/3757] lr: 1.000e-02 eta: 22:06:54 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 5.1482 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9484 loss: 1.9484 2022/06/27 23:25:54 - mmengine - INFO - Epoch(train) [21][340/3757] lr: 1.000e-02 eta: 22:06:50 time: 0.236 data_time: 0.006 memory: 6238 grad_norm: 6.2274 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9170 loss: 1.9170 2022/06/27 23:25:59 - mmengine - INFO - Epoch(train) [21][360/3757] lr: 1.000e-02 eta: 22:06:44 time: 0.224 data_time: 0.017 memory: 6238 grad_norm: 5.6336 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0978 loss: 2.0978 2022/06/27 23:26:04 - mmengine - INFO - Epoch(train) [21][380/3757] lr: 1.000e-02 eta: 22:06:40 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.9484 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9598 loss: 1.9598 2022/06/27 23:26:10 - mmengine - INFO - Epoch(train) [21][400/3757] lr: 1.000e-02 eta: 22:06:38 time: 0.237 data_time: 0.007 memory: 6238 grad_norm: 5.2331 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1421 loss: 2.1421 2022/06/27 23:26:15 - mmengine - INFO - Epoch(train) [21][420/3757] lr: 1.000e-02 eta: 22:06:30 time: 0.223 data_time: 0.012 memory: 6238 grad_norm: 5.4112 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3865 loss: 1.3865 2022/06/27 23:26:20 - mmengine - INFO - Epoch(train) [21][440/3757] lr: 1.000e-02 eta: 22:06:25 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 5.9820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0777 loss: 2.0777 2022/06/27 23:26:26 - mmengine - INFO - Epoch(train) [21][460/3757] lr: 1.000e-02 eta: 22:06:20 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 4.6387 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7918 loss: 1.7918 2022/06/27 23:26:31 - mmengine - INFO - Epoch(train) [21][480/3757] lr: 1.000e-02 eta: 22:06:13 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.3711 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0829 loss: 2.0829 2022/06/27 23:26:36 - mmengine - INFO - Epoch(train) [21][500/3757] lr: 1.000e-02 eta: 22:06:10 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.9720 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9845 loss: 1.9845 2022/06/27 23:26:42 - mmengine - INFO - Epoch(train) [21][520/3757] lr: 1.000e-02 eta: 22:06:06 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.4749 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1542 loss: 2.1542 2022/06/27 23:26:47 - mmengine - INFO - Epoch(train) [21][540/3757] lr: 1.000e-02 eta: 22:05:58 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.2187 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6666 loss: 1.6666 2022/06/27 23:26:52 - mmengine - INFO - Epoch(train) [21][560/3757] lr: 1.000e-02 eta: 22:05:53 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.8358 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8170 loss: 1.8170 2022/06/27 23:26:57 - mmengine - INFO - Epoch(train) [21][580/3757] lr: 1.000e-02 eta: 22:05:47 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.7192 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9433 loss: 1.9433 2022/06/27 23:27:03 - mmengine - INFO - Epoch(train) [21][600/3757] lr: 1.000e-02 eta: 22:05:43 time: 0.237 data_time: 0.006 memory: 6238 grad_norm: 4.6181 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0537 loss: 2.0537 2022/06/27 23:27:08 - mmengine - INFO - Epoch(train) [21][620/3757] lr: 1.000e-02 eta: 22:05:35 time: 0.226 data_time: 0.011 memory: 6238 grad_norm: 5.0302 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7209 loss: 1.7209 2022/06/27 23:27:13 - mmengine - INFO - Epoch(train) [21][640/3757] lr: 1.000e-02 eta: 22:05:30 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.3660 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2074 loss: 2.2074 2022/06/27 23:27:18 - mmengine - INFO - Epoch(train) [21][660/3757] lr: 1.000e-02 eta: 22:05:23 time: 0.224 data_time: 0.011 memory: 6238 grad_norm: 5.8591 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3298 loss: 2.3298 2022/06/27 23:27:24 - mmengine - INFO - Epoch(train) [21][680/3757] lr: 1.000e-02 eta: 22:05:19 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.4837 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1845 loss: 2.1845 2022/06/27 23:27:29 - mmengine - INFO - Epoch(train) [21][700/3757] lr: 1.000e-02 eta: 22:05:13 time: 0.234 data_time: 0.007 memory: 6238 grad_norm: 5.2929 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8429 loss: 1.8429 2022/06/27 23:27:34 - mmengine - INFO - Epoch(train) [21][720/3757] lr: 1.000e-02 eta: 22:05:07 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 6.5047 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0898 loss: 2.0898 2022/06/27 23:27:40 - mmengine - INFO - Epoch(train) [21][740/3757] lr: 1.000e-02 eta: 22:05:04 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.1856 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0525 loss: 2.0525 2022/06/27 23:27:46 - mmengine - INFO - Epoch(train) [21][760/3757] lr: 1.000e-02 eta: 22:05:01 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 6.3024 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9575 loss: 1.9575 2022/06/27 23:27:50 - mmengine - INFO - Epoch(train) [21][780/3757] lr: 1.000e-02 eta: 22:04:53 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.5868 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4425 loss: 2.4425 2022/06/27 23:27:55 - mmengine - INFO - Epoch(train) [21][800/3757] lr: 1.000e-02 eta: 22:04:45 time: 0.227 data_time: 0.015 memory: 6238 grad_norm: 5.7384 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1091 loss: 2.1091 2022/06/27 23:27:59 - mmengine - INFO - Epoch(train) [21][820/3757] lr: 1.000e-02 eta: 22:04:36 time: 0.221 data_time: 0.014 memory: 6238 grad_norm: 5.3984 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0685 loss: 2.0685 2022/06/27 23:28:04 - mmengine - INFO - Epoch(train) [21][840/3757] lr: 1.000e-02 eta: 22:04:29 time: 0.223 data_time: 0.011 memory: 6238 grad_norm: 5.4524 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0117 loss: 2.0117 2022/06/27 23:28:09 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:28:09 - mmengine - INFO - Epoch(train) [21][860/3757] lr: 1.000e-02 eta: 22:04:22 time: 0.233 data_time: 0.007 memory: 6238 grad_norm: 5.6398 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3584 loss: 1.3584 2022/06/27 23:28:15 - mmengine - INFO - Epoch(train) [21][880/3757] lr: 1.000e-02 eta: 22:04:18 time: 0.220 data_time: 0.013 memory: 6238 grad_norm: 5.4469 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2718 loss: 2.2718 2022/06/27 23:28:20 - mmengine - INFO - Epoch(train) [21][900/3757] lr: 1.000e-02 eta: 22:04:12 time: 0.216 data_time: 0.011 memory: 6238 grad_norm: 5.3726 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9294 loss: 1.9294 2022/06/27 23:28:25 - mmengine - INFO - Epoch(train) [21][920/3757] lr: 1.000e-02 eta: 22:04:07 time: 0.227 data_time: 0.006 memory: 6238 grad_norm: 5.5738 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0068 loss: 2.0068 2022/06/27 23:28:31 - mmengine - INFO - Epoch(train) [21][940/3757] lr: 1.000e-02 eta: 22:04:02 time: 0.222 data_time: 0.017 memory: 6238 grad_norm: 5.6052 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1649 loss: 2.1649 2022/06/27 23:28:35 - mmengine - INFO - Epoch(train) [21][960/3757] lr: 1.000e-02 eta: 22:03:55 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.4959 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0460 loss: 2.0460 2022/06/27 23:28:41 - mmengine - INFO - Epoch(train) [21][980/3757] lr: 1.000e-02 eta: 22:03:51 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.0574 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2069 loss: 2.2069 2022/06/27 23:28:46 - mmengine - INFO - Epoch(train) [21][1000/3757] lr: 1.000e-02 eta: 22:03:45 time: 0.220 data_time: 0.018 memory: 6238 grad_norm: 5.0778 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4255 loss: 2.4255 2022/06/27 23:28:52 - mmengine - INFO - Epoch(train) [21][1020/3757] lr: 1.000e-02 eta: 22:03:40 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.3170 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5081 loss: 2.5081 2022/06/27 23:28:57 - mmengine - INFO - Epoch(train) [21][1040/3757] lr: 1.000e-02 eta: 22:03:36 time: 0.458 data_time: 0.007 memory: 6238 grad_norm: 5.7709 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0202 loss: 2.0202 2022/06/27 23:29:03 - mmengine - INFO - Epoch(train) [21][1060/3757] lr: 1.000e-02 eta: 22:03:32 time: 0.239 data_time: 0.010 memory: 6238 grad_norm: 5.3111 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9540 loss: 1.9540 2022/06/27 23:29:08 - mmengine - INFO - Epoch(train) [21][1080/3757] lr: 1.000e-02 eta: 22:03:26 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.1238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9727 loss: 1.9727 2022/06/27 23:29:14 - mmengine - INFO - Epoch(train) [21][1100/3757] lr: 1.000e-02 eta: 22:03:23 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.0583 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.7968 loss: 1.7968 2022/06/27 23:29:19 - mmengine - INFO - Epoch(train) [21][1120/3757] lr: 1.000e-02 eta: 22:03:16 time: 0.227 data_time: 0.021 memory: 6238 grad_norm: 5.4575 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2701 loss: 2.2701 2022/06/27 23:29:24 - mmengine - INFO - Epoch(train) [21][1140/3757] lr: 1.000e-02 eta: 22:03:11 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.9515 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2563 loss: 2.2563 2022/06/27 23:29:29 - mmengine - INFO - Epoch(train) [21][1160/3757] lr: 1.000e-02 eta: 22:03:04 time: 0.224 data_time: 0.009 memory: 6238 grad_norm: 5.5160 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2069 loss: 2.2069 2022/06/27 23:29:35 - mmengine - INFO - Epoch(train) [21][1180/3757] lr: 1.000e-02 eta: 22:03:01 time: 0.226 data_time: 0.020 memory: 6238 grad_norm: 5.2471 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1384 loss: 2.1384 2022/06/27 23:29:40 - mmengine - INFO - Epoch(train) [21][1200/3757] lr: 1.000e-02 eta: 22:02:54 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.7506 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0014 loss: 2.0014 2022/06/27 23:29:45 - mmengine - INFO - Epoch(train) [21][1220/3757] lr: 1.000e-02 eta: 22:02:47 time: 0.240 data_time: 0.007 memory: 6238 grad_norm: 5.5317 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1438 loss: 2.1438 2022/06/27 23:29:50 - mmengine - INFO - Epoch(train) [21][1240/3757] lr: 1.000e-02 eta: 22:02:40 time: 0.413 data_time: 0.010 memory: 6238 grad_norm: 5.4834 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0015 loss: 2.0015 2022/06/27 23:29:55 - mmengine - INFO - Epoch(train) [21][1260/3757] lr: 1.000e-02 eta: 22:02:36 time: 0.231 data_time: 0.006 memory: 6238 grad_norm: 5.0938 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2034 loss: 2.2034 2022/06/27 23:30:00 - mmengine - INFO - Epoch(train) [21][1280/3757] lr: 1.000e-02 eta: 22:02:30 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 5.8775 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7775 loss: 1.7775 2022/06/27 23:30:06 - mmengine - INFO - Epoch(train) [21][1300/3757] lr: 1.000e-02 eta: 22:02:26 time: 0.237 data_time: 0.006 memory: 6238 grad_norm: 5.3973 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6368 loss: 1.6368 2022/06/27 23:30:11 - mmengine - INFO - Epoch(train) [21][1320/3757] lr: 1.000e-02 eta: 22:02:20 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.7494 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4363 loss: 2.4363 2022/06/27 23:30:16 - mmengine - INFO - Epoch(train) [21][1340/3757] lr: 1.000e-02 eta: 22:02:13 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.0882 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7456 loss: 1.7456 2022/06/27 23:30:22 - mmengine - INFO - Epoch(train) [21][1360/3757] lr: 1.000e-02 eta: 22:02:12 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.0626 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0343 loss: 2.0343 2022/06/27 23:30:27 - mmengine - INFO - Epoch(train) [21][1380/3757] lr: 1.000e-02 eta: 22:02:06 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.1795 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7257 loss: 1.7257 2022/06/27 23:30:33 - mmengine - INFO - Epoch(train) [21][1400/3757] lr: 1.000e-02 eta: 22:02:01 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.4200 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2019 loss: 2.2019 2022/06/27 23:30:38 - mmengine - INFO - Epoch(train) [21][1420/3757] lr: 1.000e-02 eta: 22:01:55 time: 0.241 data_time: 0.007 memory: 6238 grad_norm: 5.0962 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5403 loss: 2.5403 2022/06/27 23:30:43 - mmengine - INFO - Epoch(train) [21][1440/3757] lr: 1.000e-02 eta: 22:01:49 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.2984 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9872 loss: 1.9872 2022/06/27 23:30:48 - mmengine - INFO - Epoch(train) [21][1460/3757] lr: 1.000e-02 eta: 22:01:43 time: 0.218 data_time: 0.006 memory: 6238 grad_norm: 5.1154 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7660 loss: 1.7660 2022/06/27 23:30:54 - mmengine - INFO - Epoch(train) [21][1480/3757] lr: 1.000e-02 eta: 22:01:38 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.4843 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1144 loss: 2.1144 2022/06/27 23:30:59 - mmengine - INFO - Epoch(train) [21][1500/3757] lr: 1.000e-02 eta: 22:01:34 time: 0.218 data_time: 0.008 memory: 6238 grad_norm: 5.3634 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9234 loss: 1.9234 2022/06/27 23:31:04 - mmengine - INFO - Epoch(train) [21][1520/3757] lr: 1.000e-02 eta: 22:01:27 time: 0.325 data_time: 0.007 memory: 6238 grad_norm: 5.9398 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0888 loss: 2.0888 2022/06/27 23:31:09 - mmengine - INFO - Epoch(train) [21][1540/3757] lr: 1.000e-02 eta: 22:01:21 time: 0.307 data_time: 0.007 memory: 6238 grad_norm: 6.1395 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4264 loss: 2.4264 2022/06/27 23:31:15 - mmengine - INFO - Epoch(train) [21][1560/3757] lr: 1.000e-02 eta: 22:01:17 time: 0.217 data_time: 0.008 memory: 6238 grad_norm: 5.0210 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9188 loss: 1.9188 2022/06/27 23:31:20 - mmengine - INFO - Epoch(train) [21][1580/3757] lr: 1.000e-02 eta: 22:01:11 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.8576 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4496 loss: 2.4496 2022/06/27 23:31:25 - mmengine - INFO - Epoch(train) [21][1600/3757] lr: 1.000e-02 eta: 22:01:05 time: 0.454 data_time: 0.008 memory: 6238 grad_norm: 5.6690 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0096 loss: 2.0096 2022/06/27 23:31:30 - mmengine - INFO - Epoch(train) [21][1620/3757] lr: 1.000e-02 eta: 22:01:00 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 5.0180 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9667 loss: 1.9667 2022/06/27 23:31:36 - mmengine - INFO - Epoch(train) [21][1640/3757] lr: 1.000e-02 eta: 22:00:55 time: 0.219 data_time: 0.016 memory: 6238 grad_norm: 6.1066 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1174 loss: 2.1174 2022/06/27 23:31:41 - mmengine - INFO - Epoch(train) [21][1660/3757] lr: 1.000e-02 eta: 22:00:50 time: 0.242 data_time: 0.007 memory: 6238 grad_norm: 5.3557 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5367 loss: 1.5367 2022/06/27 23:31:47 - mmengine - INFO - Epoch(train) [21][1680/3757] lr: 1.000e-02 eta: 22:00:47 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 6.1931 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4091 loss: 2.4091 2022/06/27 23:31:53 - mmengine - INFO - Epoch(train) [21][1700/3757] lr: 1.000e-02 eta: 22:00:42 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 6.1799 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1129 loss: 2.1129 2022/06/27 23:31:57 - mmengine - INFO - Epoch(train) [21][1720/3757] lr: 1.000e-02 eta: 22:00:34 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.1404 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7434 loss: 1.7434 2022/06/27 23:32:03 - mmengine - INFO - Epoch(train) [21][1740/3757] lr: 1.000e-02 eta: 22:00:31 time: 0.252 data_time: 0.010 memory: 6238 grad_norm: 6.3155 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2760 loss: 2.2760 2022/06/27 23:32:08 - mmengine - INFO - Epoch(train) [21][1760/3757] lr: 1.000e-02 eta: 22:00:23 time: 0.218 data_time: 0.014 memory: 6238 grad_norm: 5.6453 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.8089 loss: 1.8089 2022/06/27 23:32:13 - mmengine - INFO - Epoch(train) [21][1780/3757] lr: 1.000e-02 eta: 22:00:17 time: 0.223 data_time: 0.010 memory: 6238 grad_norm: 5.1353 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8398 loss: 1.8398 2022/06/27 23:32:19 - mmengine - INFO - Epoch(train) [21][1800/3757] lr: 1.000e-02 eta: 22:00:13 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 6.6209 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1332 loss: 2.1332 2022/06/27 23:32:24 - mmengine - INFO - Epoch(train) [21][1820/3757] lr: 1.000e-02 eta: 22:00:08 time: 0.219 data_time: 0.013 memory: 6238 grad_norm: 5.8043 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9695 loss: 1.9695 2022/06/27 23:32:29 - mmengine - INFO - Epoch(train) [21][1840/3757] lr: 1.000e-02 eta: 22:00:02 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 5.5207 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3071 loss: 2.3071 2022/06/27 23:32:34 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:32:34 - mmengine - INFO - Epoch(train) [21][1860/3757] lr: 1.000e-02 eta: 21:59:57 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 5.9686 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9391 loss: 1.9391 2022/06/27 23:32:40 - mmengine - INFO - Epoch(train) [21][1880/3757] lr: 1.000e-02 eta: 21:59:52 time: 0.229 data_time: 0.010 memory: 6238 grad_norm: 6.0381 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7484 loss: 1.7484 2022/06/27 23:32:45 - mmengine - INFO - Epoch(train) [21][1900/3757] lr: 1.000e-02 eta: 21:59:45 time: 0.224 data_time: 0.008 memory: 6238 grad_norm: 5.0490 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5827 loss: 1.5827 2022/06/27 23:32:50 - mmengine - INFO - Epoch(train) [21][1920/3757] lr: 1.000e-02 eta: 21:59:41 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.9661 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8475 loss: 1.8475 2022/06/27 23:32:56 - mmengine - INFO - Epoch(train) [21][1940/3757] lr: 1.000e-02 eta: 21:59:36 time: 0.230 data_time: 0.010 memory: 6238 grad_norm: 4.7382 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7743 loss: 1.7743 2022/06/27 23:33:01 - mmengine - INFO - Epoch(train) [21][1960/3757] lr: 1.000e-02 eta: 21:59:30 time: 0.234 data_time: 0.012 memory: 6238 grad_norm: 5.1414 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8864 loss: 1.8864 2022/06/27 23:33:07 - mmengine - INFO - Epoch(train) [21][1980/3757] lr: 1.000e-02 eta: 21:59:26 time: 0.255 data_time: 0.007 memory: 6238 grad_norm: 5.0067 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0353 loss: 2.0353 2022/06/27 23:33:12 - mmengine - INFO - Epoch(train) [21][2000/3757] lr: 1.000e-02 eta: 21:59:21 time: 0.222 data_time: 0.009 memory: 6238 grad_norm: 5.6387 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9713 loss: 1.9713 2022/06/27 23:33:17 - mmengine - INFO - Epoch(train) [21][2020/3757] lr: 1.000e-02 eta: 21:59:13 time: 0.231 data_time: 0.007 memory: 6238 grad_norm: 5.2679 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1739 loss: 2.1739 2022/06/27 23:33:23 - mmengine - INFO - Epoch(train) [21][2040/3757] lr: 1.000e-02 eta: 21:59:12 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 4.9545 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0567 loss: 2.0567 2022/06/27 23:33:28 - mmengine - INFO - Epoch(train) [21][2060/3757] lr: 1.000e-02 eta: 21:59:04 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.5280 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9886 loss: 1.9886 2022/06/27 23:33:32 - mmengine - INFO - Epoch(train) [21][2080/3757] lr: 1.000e-02 eta: 21:58:57 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.5950 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7623 loss: 1.7623 2022/06/27 23:33:37 - mmengine - INFO - Epoch(train) [21][2100/3757] lr: 1.000e-02 eta: 21:58:50 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.5589 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2326 loss: 2.2326 2022/06/27 23:33:43 - mmengine - INFO - Epoch(train) [21][2120/3757] lr: 1.000e-02 eta: 21:58:47 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.9247 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6984 loss: 1.6984 2022/06/27 23:33:48 - mmengine - INFO - Epoch(train) [21][2140/3757] lr: 1.000e-02 eta: 21:58:41 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 4.7387 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4455 loss: 2.4455 2022/06/27 23:33:54 - mmengine - INFO - Epoch(train) [21][2160/3757] lr: 1.000e-02 eta: 21:58:36 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.8747 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2414 loss: 2.2414 2022/06/27 23:33:59 - mmengine - INFO - Epoch(train) [21][2180/3757] lr: 1.000e-02 eta: 21:58:32 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.8113 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8247 loss: 1.8247 2022/06/27 23:34:04 - mmengine - INFO - Epoch(train) [21][2200/3757] lr: 1.000e-02 eta: 21:58:25 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.3246 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7017 loss: 1.7017 2022/06/27 23:34:10 - mmengine - INFO - Epoch(train) [21][2220/3757] lr: 1.000e-02 eta: 21:58:20 time: 0.236 data_time: 0.007 memory: 6238 grad_norm: 5.4213 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9769 loss: 1.9769 2022/06/27 23:34:15 - mmengine - INFO - Epoch(train) [21][2240/3757] lr: 1.000e-02 eta: 21:58:16 time: 0.255 data_time: 0.007 memory: 6238 grad_norm: 4.9611 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7484 loss: 1.7484 2022/06/27 23:34:20 - mmengine - INFO - Epoch(train) [21][2260/3757] lr: 1.000e-02 eta: 21:58:10 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.5252 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2469 loss: 2.2469 2022/06/27 23:34:26 - mmengine - INFO - Epoch(train) [21][2280/3757] lr: 1.000e-02 eta: 21:58:07 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.9889 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1075 loss: 2.1075 2022/06/27 23:34:31 - mmengine - INFO - Epoch(train) [21][2300/3757] lr: 1.000e-02 eta: 21:57:59 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.3337 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6162 loss: 1.6162 2022/06/27 23:34:37 - mmengine - INFO - Epoch(train) [21][2320/3757] lr: 1.000e-02 eta: 21:57:56 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.1124 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3169 loss: 2.3169 2022/06/27 23:34:42 - mmengine - INFO - Epoch(train) [21][2340/3757] lr: 1.000e-02 eta: 21:57:52 time: 0.235 data_time: 0.006 memory: 6238 grad_norm: 5.3736 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3683 loss: 2.3683 2022/06/27 23:34:47 - mmengine - INFO - Epoch(train) [21][2360/3757] lr: 1.000e-02 eta: 21:57:44 time: 0.227 data_time: 0.013 memory: 6238 grad_norm: 5.3266 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2759 loss: 2.2759 2022/06/27 23:34:52 - mmengine - INFO - Epoch(train) [21][2380/3757] lr: 1.000e-02 eta: 21:57:39 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.2939 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9788 loss: 1.9788 2022/06/27 23:34:58 - mmengine - INFO - Epoch(train) [21][2400/3757] lr: 1.000e-02 eta: 21:57:35 time: 0.258 data_time: 0.007 memory: 6238 grad_norm: 5.8535 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9786 loss: 1.9786 2022/06/27 23:35:04 - mmengine - INFO - Epoch(train) [21][2420/3757] lr: 1.000e-02 eta: 21:57:30 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.2231 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9472 loss: 1.9472 2022/06/27 23:35:09 - mmengine - INFO - Epoch(train) [21][2440/3757] lr: 1.000e-02 eta: 21:57:25 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 6.2916 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.6299 loss: 1.6299 2022/06/27 23:35:14 - mmengine - INFO - Epoch(train) [21][2460/3757] lr: 1.000e-02 eta: 21:57:21 time: 0.252 data_time: 0.006 memory: 6238 grad_norm: 5.8674 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2164 loss: 2.2164 2022/06/27 23:35:19 - mmengine - INFO - Epoch(train) [21][2480/3757] lr: 1.000e-02 eta: 21:57:14 time: 0.219 data_time: 0.008 memory: 6238 grad_norm: 5.5333 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1439 loss: 2.1439 2022/06/27 23:35:25 - mmengine - INFO - Epoch(train) [21][2500/3757] lr: 1.000e-02 eta: 21:57:09 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 6.2793 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1244 loss: 2.1244 2022/06/27 23:35:30 - mmengine - INFO - Epoch(train) [21][2520/3757] lr: 1.000e-02 eta: 21:57:04 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.7175 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0982 loss: 2.0982 2022/06/27 23:35:36 - mmengine - INFO - Epoch(train) [21][2540/3757] lr: 1.000e-02 eta: 21:56:59 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.3662 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1913 loss: 2.1913 2022/06/27 23:35:41 - mmengine - INFO - Epoch(train) [21][2560/3757] lr: 1.000e-02 eta: 21:56:54 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 4.8301 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0230 loss: 2.0230 2022/06/27 23:35:46 - mmengine - INFO - Epoch(train) [21][2580/3757] lr: 1.000e-02 eta: 21:56:48 time: 0.229 data_time: 0.010 memory: 6238 grad_norm: 5.5969 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5893 loss: 2.5893 2022/06/27 23:35:51 - mmengine - INFO - Epoch(train) [21][2600/3757] lr: 1.000e-02 eta: 21:56:42 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.2796 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9685 loss: 1.9685 2022/06/27 23:35:56 - mmengine - INFO - Epoch(train) [21][2620/3757] lr: 1.000e-02 eta: 21:56:36 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.2460 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1686 loss: 2.1686 2022/06/27 23:36:02 - mmengine - INFO - Epoch(train) [21][2640/3757] lr: 1.000e-02 eta: 21:56:32 time: 0.317 data_time: 0.006 memory: 6238 grad_norm: 5.2088 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9682 loss: 1.9682 2022/06/27 23:36:07 - mmengine - INFO - Epoch(train) [21][2660/3757] lr: 1.000e-02 eta: 21:56:26 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.1994 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7165 loss: 1.7165 2022/06/27 23:36:13 - mmengine - INFO - Epoch(train) [21][2680/3757] lr: 1.000e-02 eta: 21:56:23 time: 0.269 data_time: 0.006 memory: 6238 grad_norm: 5.0429 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1566 loss: 2.1566 2022/06/27 23:36:18 - mmengine - INFO - Epoch(train) [21][2700/3757] lr: 1.000e-02 eta: 21:56:17 time: 0.228 data_time: 0.006 memory: 6238 grad_norm: 5.7945 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0272 loss: 2.0272 2022/06/27 23:36:23 - mmengine - INFO - Epoch(train) [21][2720/3757] lr: 1.000e-02 eta: 21:56:11 time: 0.229 data_time: 0.008 memory: 6238 grad_norm: 5.8024 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3312 loss: 2.3312 2022/06/27 23:36:28 - mmengine - INFO - Epoch(train) [21][2740/3757] lr: 1.000e-02 eta: 21:56:04 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.9913 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2543 loss: 2.2543 2022/06/27 23:36:34 - mmengine - INFO - Epoch(train) [21][2760/3757] lr: 1.000e-02 eta: 21:55:59 time: 0.252 data_time: 0.007 memory: 6238 grad_norm: 5.6124 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9822 loss: 1.9822 2022/06/27 23:36:39 - mmengine - INFO - Epoch(train) [21][2780/3757] lr: 1.000e-02 eta: 21:55:54 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.5724 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9923 loss: 1.9923 2022/06/27 23:36:44 - mmengine - INFO - Epoch(train) [21][2800/3757] lr: 1.000e-02 eta: 21:55:48 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 6.0232 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9854 loss: 1.9854 2022/06/27 23:36:49 - mmengine - INFO - Epoch(train) [21][2820/3757] lr: 1.000e-02 eta: 21:55:43 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 4.8161 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.0584 loss: 2.0584 2022/06/27 23:36:55 - mmengine - INFO - Epoch(train) [21][2840/3757] lr: 1.000e-02 eta: 21:55:39 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.9928 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9132 loss: 1.9132 2022/06/27 23:36:59 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:36:59 - mmengine - INFO - Epoch(train) [21][2860/3757] lr: 1.000e-02 eta: 21:55:30 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.5590 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0747 loss: 2.0747 2022/06/27 23:37:05 - mmengine - INFO - Epoch(train) [21][2880/3757] lr: 1.000e-02 eta: 21:55:25 time: 0.341 data_time: 0.008 memory: 6238 grad_norm: 5.2088 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.7660 loss: 1.7660 2022/06/27 23:37:09 - mmengine - INFO - Epoch(train) [21][2900/3757] lr: 1.000e-02 eta: 21:55:17 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 6.5623 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6854 loss: 1.6854 2022/06/27 23:37:15 - mmengine - INFO - Epoch(train) [21][2920/3757] lr: 1.000e-02 eta: 21:55:13 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 4.9857 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2290 loss: 2.2290 2022/06/27 23:37:20 - mmengine - INFO - Epoch(train) [21][2940/3757] lr: 1.000e-02 eta: 21:55:08 time: 0.546 data_time: 0.007 memory: 6238 grad_norm: 5.0578 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7476 loss: 1.7476 2022/06/27 23:37:25 - mmengine - INFO - Epoch(train) [21][2960/3757] lr: 1.000e-02 eta: 21:55:02 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.6934 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.0693 loss: 2.0693 2022/06/27 23:37:31 - mmengine - INFO - Epoch(train) [21][2980/3757] lr: 1.000e-02 eta: 21:54:59 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.1767 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1544 loss: 2.1544 2022/06/27 23:37:37 - mmengine - INFO - Epoch(train) [21][3000/3757] lr: 1.000e-02 eta: 21:54:53 time: 0.741 data_time: 0.006 memory: 6238 grad_norm: 5.1904 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4691 loss: 2.4691 2022/06/27 23:37:42 - mmengine - INFO - Epoch(train) [21][3020/3757] lr: 1.000e-02 eta: 21:54:47 time: 0.234 data_time: 0.007 memory: 6238 grad_norm: 5.4789 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9996 loss: 1.9996 2022/06/27 23:37:47 - mmengine - INFO - Epoch(train) [21][3040/3757] lr: 1.000e-02 eta: 21:54:41 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.0197 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5456 loss: 1.5456 2022/06/27 23:37:52 - mmengine - INFO - Epoch(train) [21][3060/3757] lr: 1.000e-02 eta: 21:54:35 time: 0.257 data_time: 0.006 memory: 6238 grad_norm: 5.6670 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2007 loss: 2.2007 2022/06/27 23:37:57 - mmengine - INFO - Epoch(train) [21][3080/3757] lr: 1.000e-02 eta: 21:54:29 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.6293 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.1447 loss: 2.1447 2022/06/27 23:38:03 - mmengine - INFO - Epoch(train) [21][3100/3757] lr: 1.000e-02 eta: 21:54:25 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.0426 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7979 loss: 1.7979 2022/06/27 23:38:08 - mmengine - INFO - Epoch(train) [21][3120/3757] lr: 1.000e-02 eta: 21:54:19 time: 0.354 data_time: 0.006 memory: 6238 grad_norm: 6.0434 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9589 loss: 1.9589 2022/06/27 23:38:13 - mmengine - INFO - Epoch(train) [21][3140/3757] lr: 1.000e-02 eta: 21:54:13 time: 0.248 data_time: 0.009 memory: 6238 grad_norm: 5.5509 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7844 loss: 1.7844 2022/06/27 23:38:18 - mmengine - INFO - Epoch(train) [21][3160/3757] lr: 1.000e-02 eta: 21:54:08 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.7467 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.8153 loss: 1.8153 2022/06/27 23:38:24 - mmengine - INFO - Epoch(train) [21][3180/3757] lr: 1.000e-02 eta: 21:54:02 time: 0.324 data_time: 0.006 memory: 6238 grad_norm: 6.1805 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5643 loss: 2.5643 2022/06/27 23:38:29 - mmengine - INFO - Epoch(train) [21][3200/3757] lr: 1.000e-02 eta: 21:53:56 time: 0.228 data_time: 0.014 memory: 6238 grad_norm: 5.6043 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8559 loss: 1.8559 2022/06/27 23:38:34 - mmengine - INFO - Epoch(train) [21][3220/3757] lr: 1.000e-02 eta: 21:53:51 time: 0.215 data_time: 0.007 memory: 6238 grad_norm: 5.5311 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3155 loss: 2.3155 2022/06/27 23:38:40 - mmengine - INFO - Epoch(train) [21][3240/3757] lr: 1.000e-02 eta: 21:53:47 time: 0.223 data_time: 0.005 memory: 6238 grad_norm: 6.3569 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0228 loss: 2.0228 2022/06/27 23:38:45 - mmengine - INFO - Epoch(train) [21][3260/3757] lr: 1.000e-02 eta: 21:53:42 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.5424 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1207 loss: 2.1207 2022/06/27 23:38:50 - mmengine - INFO - Epoch(train) [21][3280/3757] lr: 1.000e-02 eta: 21:53:36 time: 0.228 data_time: 0.008 memory: 6238 grad_norm: 5.7292 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9596 loss: 1.9596 2022/06/27 23:38:56 - mmengine - INFO - Epoch(train) [21][3300/3757] lr: 1.000e-02 eta: 21:53:31 time: 0.243 data_time: 0.006 memory: 6238 grad_norm: 5.0068 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9728 loss: 1.9728 2022/06/27 23:39:01 - mmengine - INFO - Epoch(train) [21][3320/3757] lr: 1.000e-02 eta: 21:53:26 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.4234 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0334 loss: 2.0334 2022/06/27 23:39:06 - mmengine - INFO - Epoch(train) [21][3340/3757] lr: 1.000e-02 eta: 21:53:19 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 5.6278 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7394 loss: 1.7394 2022/06/27 23:39:11 - mmengine - INFO - Epoch(train) [21][3360/3757] lr: 1.000e-02 eta: 21:53:14 time: 0.231 data_time: 0.008 memory: 6238 grad_norm: 4.9766 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2341 loss: 2.2341 2022/06/27 23:39:16 - mmengine - INFO - Epoch(train) [21][3380/3757] lr: 1.000e-02 eta: 21:53:07 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.0527 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1395 loss: 2.1395 2022/06/27 23:39:21 - mmengine - INFO - Epoch(train) [21][3400/3757] lr: 1.000e-02 eta: 21:53:01 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.5974 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1399 loss: 2.1399 2022/06/27 23:39:27 - mmengine - INFO - Epoch(train) [21][3420/3757] lr: 1.000e-02 eta: 21:52:56 time: 0.230 data_time: 0.006 memory: 6238 grad_norm: 5.4220 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9815 loss: 1.9815 2022/06/27 23:39:32 - mmengine - INFO - Epoch(train) [21][3440/3757] lr: 1.000e-02 eta: 21:52:52 time: 0.219 data_time: 0.016 memory: 6238 grad_norm: 5.4480 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9066 loss: 1.9066 2022/06/27 23:39:37 - mmengine - INFO - Epoch(train) [21][3460/3757] lr: 1.000e-02 eta: 21:52:45 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.3765 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5255 loss: 2.5255 2022/06/27 23:39:42 - mmengine - INFO - Epoch(train) [21][3480/3757] lr: 1.000e-02 eta: 21:52:40 time: 0.340 data_time: 0.007 memory: 6238 grad_norm: 5.2521 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8531 loss: 1.8531 2022/06/27 23:39:48 - mmengine - INFO - Epoch(train) [21][3500/3757] lr: 1.000e-02 eta: 21:52:35 time: 0.225 data_time: 0.021 memory: 6238 grad_norm: 5.3214 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8627 loss: 1.8627 2022/06/27 23:39:53 - mmengine - INFO - Epoch(train) [21][3520/3757] lr: 1.000e-02 eta: 21:52:29 time: 0.227 data_time: 0.008 memory: 6238 grad_norm: 5.4154 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0797 loss: 2.0797 2022/06/27 23:39:59 - mmengine - INFO - Epoch(train) [21][3540/3757] lr: 1.000e-02 eta: 21:52:25 time: 0.667 data_time: 0.006 memory: 6238 grad_norm: 5.0920 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9565 loss: 1.9565 2022/06/27 23:40:04 - mmengine - INFO - Epoch(train) [21][3560/3757] lr: 1.000e-02 eta: 21:52:20 time: 0.237 data_time: 0.036 memory: 6238 grad_norm: 5.0890 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0624 loss: 2.0624 2022/06/27 23:40:09 - mmengine - INFO - Epoch(train) [21][3580/3757] lr: 1.000e-02 eta: 21:52:13 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6106 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8984 loss: 1.8984 2022/06/27 23:40:14 - mmengine - INFO - Epoch(train) [21][3600/3757] lr: 1.000e-02 eta: 21:52:08 time: 0.239 data_time: 0.007 memory: 6238 grad_norm: 5.7975 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4105 loss: 2.4105 2022/06/27 23:40:20 - mmengine - INFO - Epoch(train) [21][3620/3757] lr: 1.000e-02 eta: 21:52:04 time: 0.230 data_time: 0.030 memory: 6238 grad_norm: 5.4674 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.7940 loss: 2.7940 2022/06/27 23:40:25 - mmengine - INFO - Epoch(train) [21][3640/3757] lr: 1.000e-02 eta: 21:51:57 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 4.8793 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1333 loss: 2.1333 2022/06/27 23:40:30 - mmengine - INFO - Epoch(train) [21][3660/3757] lr: 1.000e-02 eta: 21:51:51 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.3973 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8845 loss: 1.8845 2022/06/27 23:40:35 - mmengine - INFO - Epoch(train) [21][3680/3757] lr: 1.000e-02 eta: 21:51:45 time: 0.227 data_time: 0.022 memory: 6238 grad_norm: 5.3897 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3134 loss: 2.3134 2022/06/27 23:40:40 - mmengine - INFO - Epoch(train) [21][3700/3757] lr: 1.000e-02 eta: 21:51:38 time: 0.231 data_time: 0.010 memory: 6238 grad_norm: 6.0409 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0902 loss: 2.0902 2022/06/27 23:40:46 - mmengine - INFO - Epoch(train) [21][3720/3757] lr: 1.000e-02 eta: 21:51:34 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 6.0529 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2195 loss: 2.2195 2022/06/27 23:40:51 - mmengine - INFO - Epoch(train) [21][3740/3757] lr: 1.000e-02 eta: 21:51:29 time: 0.238 data_time: 0.036 memory: 6238 grad_norm: 5.5674 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3886 loss: 2.3886 2022/06/27 23:40:55 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:41:02 - mmengine - INFO - Epoch(val) [21][20/310] eta: 0:01:31 time: 0.105 data_time: 0.018 memory: 6238 2022/06/27 23:41:07 - mmengine - INFO - Epoch(val) [21][40/310] eta: 0:01:17 time: 0.103 data_time: 0.016 memory: 1479 2022/06/27 23:41:11 - mmengine - INFO - Epoch(val) [21][60/310] eta: 0:00:23 time: 0.096 data_time: 0.008 memory: 1479 2022/06/27 23:41:17 - mmengine - INFO - Epoch(val) [21][80/310] eta: 0:01:13 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 23:41:23 - mmengine - INFO - Epoch(val) [21][100/310] eta: 0:01:04 time: 0.423 data_time: 0.336 memory: 1479 2022/06/27 23:41:27 - mmengine - INFO - Epoch(val) [21][120/310] eta: 0:00:22 time: 0.094 data_time: 0.008 memory: 1479 2022/06/27 23:41:34 - mmengine - INFO - Epoch(val) [21][140/310] eta: 0:00:51 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 23:41:40 - mmengine - INFO - Epoch(val) [21][160/310] eta: 0:00:48 time: 1.717 data_time: 1.630 memory: 1479 2022/06/27 23:41:44 - mmengine - INFO - Epoch(val) [21][180/310] eta: 0:00:35 time: 0.086 data_time: 0.004 memory: 1479 2022/06/27 23:41:50 - mmengine - INFO - Epoch(val) [21][200/310] eta: 0:00:33 time: 0.094 data_time: 0.009 memory: 1479 2022/06/27 23:41:56 - mmengine - INFO - Epoch(val) [21][220/310] eta: 0:00:26 time: 1.187 data_time: 1.094 memory: 1479 2022/06/27 23:42:00 - mmengine - INFO - Epoch(val) [21][240/310] eta: 0:00:20 time: 0.086 data_time: 0.005 memory: 1479 2022/06/27 23:42:06 - mmengine - INFO - Epoch(val) [21][260/310] eta: 0:00:16 time: 0.092 data_time: 0.005 memory: 1479 2022/06/27 23:42:12 - mmengine - INFO - Epoch(val) [21][280/310] eta: 0:00:09 time: 1.291 data_time: 1.198 memory: 1479 2022/06/27 23:42:16 - mmengine - INFO - Epoch(val) [21][300/310] eta: 0:00:02 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 23:42:18 - mmengine - INFO - Epoch(val) [21][310/310] acc/top1: 0.5457 acc/top5: 0.7934 acc/mean1: 0.5456 2022/06/27 23:42:27 - mmengine - INFO - Epoch(train) [22][20/3757] lr: 1.000e-02 eta: 21:51:24 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.8431 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7258 loss: 1.7258 2022/06/27 23:42:33 - mmengine - INFO - Epoch(train) [22][40/3757] lr: 1.000e-02 eta: 21:51:20 time: 0.327 data_time: 0.007 memory: 6238 grad_norm: 4.8847 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8342 loss: 1.8342 2022/06/27 23:42:38 - mmengine - INFO - Epoch(train) [22][60/3757] lr: 1.000e-02 eta: 21:51:13 time: 0.246 data_time: 0.007 memory: 6238 grad_norm: 6.1919 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0679 loss: 2.0679 2022/06/27 23:42:43 - mmengine - INFO - Epoch(train) [22][80/3757] lr: 1.000e-02 eta: 21:51:08 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.7993 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3129 loss: 2.3129 2022/06/27 23:42:49 - mmengine - INFO - Epoch(train) [22][100/3757] lr: 1.000e-02 eta: 21:51:05 time: 0.238 data_time: 0.007 memory: 6238 grad_norm: 5.5038 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9429 loss: 1.9429 2022/06/27 23:42:50 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:42:54 - mmengine - INFO - Epoch(train) [22][120/3757] lr: 1.000e-02 eta: 21:50:58 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 4.6348 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0065 loss: 2.0065 2022/06/27 23:42:59 - mmengine - INFO - Epoch(train) [22][140/3757] lr: 1.000e-02 eta: 21:50:53 time: 0.220 data_time: 0.006 memory: 6238 grad_norm: 5.8742 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8460 loss: 1.8460 2022/06/27 23:43:05 - mmengine - INFO - Epoch(train) [22][160/3757] lr: 1.000e-02 eta: 21:50:48 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.3096 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0774 loss: 2.0774 2022/06/27 23:43:10 - mmengine - INFO - Epoch(train) [22][180/3757] lr: 1.000e-02 eta: 21:50:43 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.4162 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7813 loss: 1.7813 2022/06/27 23:43:15 - mmengine - INFO - Epoch(train) [22][200/3757] lr: 1.000e-02 eta: 21:50:38 time: 0.219 data_time: 0.006 memory: 6238 grad_norm: 4.9362 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0769 loss: 2.0769 2022/06/27 23:43:21 - mmengine - INFO - Epoch(train) [22][220/3757] lr: 1.000e-02 eta: 21:50:32 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 5.2713 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3487 loss: 2.3487 2022/06/27 23:43:26 - mmengine - INFO - Epoch(train) [22][240/3757] lr: 1.000e-02 eta: 21:50:28 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.8993 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.7169 loss: 1.7169 2022/06/27 23:43:32 - mmengine - INFO - Epoch(train) [22][260/3757] lr: 1.000e-02 eta: 21:50:23 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.8233 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7076 loss: 1.7076 2022/06/27 23:43:37 - mmengine - INFO - Epoch(train) [22][280/3757] lr: 1.000e-02 eta: 21:50:17 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.7794 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8828 loss: 1.8828 2022/06/27 23:43:42 - mmengine - INFO - Epoch(train) [22][300/3757] lr: 1.000e-02 eta: 21:50:11 time: 0.227 data_time: 0.011 memory: 6238 grad_norm: 5.2313 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9116 loss: 1.9116 2022/06/27 23:43:47 - mmengine - INFO - Epoch(train) [22][320/3757] lr: 1.000e-02 eta: 21:50:07 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.8574 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9163 loss: 1.9163 2022/06/27 23:43:53 - mmengine - INFO - Epoch(train) [22][340/3757] lr: 1.000e-02 eta: 21:50:03 time: 0.393 data_time: 0.044 memory: 6238 grad_norm: 5.6381 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7879 loss: 1.7879 2022/06/27 23:43:58 - mmengine - INFO - Epoch(train) [22][360/3757] lr: 1.000e-02 eta: 21:49:56 time: 0.222 data_time: 0.013 memory: 6238 grad_norm: 5.2356 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0457 loss: 2.0457 2022/06/27 23:44:04 - mmengine - INFO - Epoch(train) [22][380/3757] lr: 1.000e-02 eta: 21:49:52 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 5.5053 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0253 loss: 2.0253 2022/06/27 23:44:09 - mmengine - INFO - Epoch(train) [22][400/3757] lr: 1.000e-02 eta: 21:49:46 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.1965 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4398 loss: 2.4398 2022/06/27 23:44:14 - mmengine - INFO - Epoch(train) [22][420/3757] lr: 1.000e-02 eta: 21:49:41 time: 0.226 data_time: 0.010 memory: 6238 grad_norm: 5.5943 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7691 loss: 1.7691 2022/06/27 23:44:20 - mmengine - INFO - Epoch(train) [22][440/3757] lr: 1.000e-02 eta: 21:49:36 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.7392 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6626 loss: 1.6626 2022/06/27 23:44:25 - mmengine - INFO - Epoch(train) [22][460/3757] lr: 1.000e-02 eta: 21:49:32 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 6.4476 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5119 loss: 1.5119 2022/06/27 23:44:30 - mmengine - INFO - Epoch(train) [22][480/3757] lr: 1.000e-02 eta: 21:49:26 time: 0.224 data_time: 0.010 memory: 6238 grad_norm: 5.3308 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9144 loss: 1.9144 2022/06/27 23:44:36 - mmengine - INFO - Epoch(train) [22][500/3757] lr: 1.000e-02 eta: 21:49:21 time: 0.218 data_time: 0.011 memory: 6238 grad_norm: 5.1430 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1992 loss: 2.1992 2022/06/27 23:44:41 - mmengine - INFO - Epoch(train) [22][520/3757] lr: 1.000e-02 eta: 21:49:16 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.6724 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3402 loss: 2.3402 2022/06/27 23:44:46 - mmengine - INFO - Epoch(train) [22][540/3757] lr: 1.000e-02 eta: 21:49:10 time: 0.221 data_time: 0.011 memory: 6238 grad_norm: 4.5928 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7851 loss: 1.7851 2022/06/27 23:44:51 - mmengine - INFO - Epoch(train) [22][560/3757] lr: 1.000e-02 eta: 21:49:04 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 6.0741 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2408 loss: 2.2408 2022/06/27 23:44:57 - mmengine - INFO - Epoch(train) [22][580/3757] lr: 1.000e-02 eta: 21:48:59 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.0757 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8673 loss: 1.8673 2022/06/27 23:45:02 - mmengine - INFO - Epoch(train) [22][600/3757] lr: 1.000e-02 eta: 21:48:53 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6243 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2660 loss: 2.2660 2022/06/27 23:45:07 - mmengine - INFO - Epoch(train) [22][620/3757] lr: 1.000e-02 eta: 21:48:49 time: 0.228 data_time: 0.009 memory: 6238 grad_norm: 6.5935 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8553 loss: 1.8553 2022/06/27 23:45:14 - mmengine - INFO - Epoch(train) [22][640/3757] lr: 1.000e-02 eta: 21:48:47 time: 0.695 data_time: 0.009 memory: 6238 grad_norm: 5.5441 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1171 loss: 2.1171 2022/06/27 23:45:18 - mmengine - INFO - Epoch(train) [22][660/3757] lr: 1.000e-02 eta: 21:48:39 time: 0.215 data_time: 0.010 memory: 6238 grad_norm: 5.0169 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1312 loss: 2.1312 2022/06/27 23:45:23 - mmengine - INFO - Epoch(train) [22][680/3757] lr: 1.000e-02 eta: 21:48:32 time: 0.225 data_time: 0.015 memory: 6238 grad_norm: 4.9594 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1405 loss: 2.1405 2022/06/27 23:45:29 - mmengine - INFO - Epoch(train) [22][700/3757] lr: 1.000e-02 eta: 21:48:28 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 5.5438 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1851 loss: 2.1851 2022/06/27 23:45:34 - mmengine - INFO - Epoch(train) [22][720/3757] lr: 1.000e-02 eta: 21:48:22 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 5.7248 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9828 loss: 1.9828 2022/06/27 23:45:39 - mmengine - INFO - Epoch(train) [22][740/3757] lr: 1.000e-02 eta: 21:48:16 time: 0.235 data_time: 0.010 memory: 6238 grad_norm: 5.7969 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1344 loss: 2.1344 2022/06/27 23:45:44 - mmengine - INFO - Epoch(train) [22][760/3757] lr: 1.000e-02 eta: 21:48:10 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 5.8147 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9491 loss: 1.9491 2022/06/27 23:45:49 - mmengine - INFO - Epoch(train) [22][780/3757] lr: 1.000e-02 eta: 21:48:04 time: 0.213 data_time: 0.007 memory: 6238 grad_norm: 5.1459 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6789 loss: 1.6789 2022/06/27 23:45:55 - mmengine - INFO - Epoch(train) [22][800/3757] lr: 1.000e-02 eta: 21:48:01 time: 0.238 data_time: 0.015 memory: 6238 grad_norm: 4.7635 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0157 loss: 2.0157 2022/06/27 23:46:00 - mmengine - INFO - Epoch(train) [22][820/3757] lr: 1.000e-02 eta: 21:47:55 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.6254 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7823 loss: 1.7823 2022/06/27 23:46:05 - mmengine - INFO - Epoch(train) [22][840/3757] lr: 1.000e-02 eta: 21:47:49 time: 0.219 data_time: 0.011 memory: 6238 grad_norm: 6.7779 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9946 loss: 1.9946 2022/06/27 23:46:11 - mmengine - INFO - Epoch(train) [22][860/3757] lr: 1.000e-02 eta: 21:47:44 time: 0.223 data_time: 0.019 memory: 6238 grad_norm: 6.0384 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9128 loss: 1.9128 2022/06/27 23:46:17 - mmengine - INFO - Epoch(train) [22][880/3757] lr: 1.000e-02 eta: 21:47:41 time: 0.231 data_time: 0.006 memory: 6238 grad_norm: 5.5953 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8899 loss: 1.8899 2022/06/27 23:46:22 - mmengine - INFO - Epoch(train) [22][900/3757] lr: 1.000e-02 eta: 21:47:35 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 5.5337 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9440 loss: 1.9440 2022/06/27 23:46:27 - mmengine - INFO - Epoch(train) [22][920/3757] lr: 1.000e-02 eta: 21:47:30 time: 0.231 data_time: 0.016 memory: 6238 grad_norm: 5.9207 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9903 loss: 1.9903 2022/06/27 23:46:33 - mmengine - INFO - Epoch(train) [22][940/3757] lr: 1.000e-02 eta: 21:47:27 time: 0.379 data_time: 0.006 memory: 6238 grad_norm: 4.9283 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8990 loss: 1.8990 2022/06/27 23:46:38 - mmengine - INFO - Epoch(train) [22][960/3757] lr: 1.000e-02 eta: 21:47:21 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 5.1580 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3093 loss: 2.3093 2022/06/27 23:46:43 - mmengine - INFO - Epoch(train) [22][980/3757] lr: 1.000e-02 eta: 21:47:14 time: 0.241 data_time: 0.023 memory: 6238 grad_norm: 5.1581 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9368 loss: 1.9368 2022/06/27 23:46:49 - mmengine - INFO - Epoch(train) [22][1000/3757] lr: 1.000e-02 eta: 21:47:10 time: 0.240 data_time: 0.010 memory: 6238 grad_norm: 5.4075 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2115 loss: 2.2115 2022/06/27 23:46:54 - mmengine - INFO - Epoch(train) [22][1020/3757] lr: 1.000e-02 eta: 21:47:05 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.3210 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2318 loss: 2.2318 2022/06/27 23:46:59 - mmengine - INFO - Epoch(train) [22][1040/3757] lr: 1.000e-02 eta: 21:47:00 time: 0.234 data_time: 0.026 memory: 6238 grad_norm: 4.4664 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6146 loss: 1.6146 2022/06/27 23:47:05 - mmengine - INFO - Epoch(train) [22][1060/3757] lr: 1.000e-02 eta: 21:46:55 time: 0.224 data_time: 0.016 memory: 6238 grad_norm: 5.8700 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9849 loss: 1.9849 2022/06/27 23:47:10 - mmengine - INFO - Epoch(train) [22][1080/3757] lr: 1.000e-02 eta: 21:46:49 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.6776 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1585 loss: 2.1585 2022/06/27 23:47:16 - mmengine - INFO - Epoch(train) [22][1100/3757] lr: 1.000e-02 eta: 21:46:46 time: 0.224 data_time: 0.021 memory: 6238 grad_norm: 5.1052 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4686 loss: 1.4686 2022/06/27 23:47:17 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:47:21 - mmengine - INFO - Epoch(train) [22][1120/3757] lr: 1.000e-02 eta: 21:46:39 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 4.7018 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.8035 loss: 1.8035 2022/06/27 23:47:26 - mmengine - INFO - Epoch(train) [22][1140/3757] lr: 1.000e-02 eta: 21:46:31 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 4.7235 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1761 loss: 2.1761 2022/06/27 23:47:31 - mmengine - INFO - Epoch(train) [22][1160/3757] lr: 1.000e-02 eta: 21:46:26 time: 0.243 data_time: 0.028 memory: 6238 grad_norm: 5.3496 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9108 loss: 1.9108 2022/06/27 23:47:36 - mmengine - INFO - Epoch(train) [22][1180/3757] lr: 1.000e-02 eta: 21:46:22 time: 0.232 data_time: 0.009 memory: 6238 grad_norm: 5.2315 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2680 loss: 2.2680 2022/06/27 23:47:41 - mmengine - INFO - Epoch(train) [22][1200/3757] lr: 1.000e-02 eta: 21:46:14 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.7458 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5909 loss: 1.5909 2022/06/27 23:47:47 - mmengine - INFO - Epoch(train) [22][1220/3757] lr: 1.000e-02 eta: 21:46:10 time: 0.220 data_time: 0.019 memory: 6238 grad_norm: 5.7763 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4053 loss: 2.4053 2022/06/27 23:47:53 - mmengine - INFO - Epoch(train) [22][1240/3757] lr: 1.000e-02 eta: 21:46:07 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.4965 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9597 loss: 1.9597 2022/06/27 23:47:57 - mmengine - INFO - Epoch(train) [22][1260/3757] lr: 1.000e-02 eta: 21:46:00 time: 0.211 data_time: 0.010 memory: 6238 grad_norm: 5.3855 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1343 loss: 2.1343 2022/06/27 23:48:03 - mmengine - INFO - Epoch(train) [22][1280/3757] lr: 1.000e-02 eta: 21:45:54 time: 0.230 data_time: 0.027 memory: 6238 grad_norm: 6.3149 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1234 loss: 2.1234 2022/06/27 23:48:08 - mmengine - INFO - Epoch(train) [22][1300/3757] lr: 1.000e-02 eta: 21:45:49 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 5.5871 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2494 loss: 2.2494 2022/06/27 23:48:14 - mmengine - INFO - Epoch(train) [22][1320/3757] lr: 1.000e-02 eta: 21:45:46 time: 0.712 data_time: 0.007 memory: 6238 grad_norm: 5.4976 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5787 loss: 1.5787 2022/06/27 23:48:19 - mmengine - INFO - Epoch(train) [22][1340/3757] lr: 1.000e-02 eta: 21:45:39 time: 0.224 data_time: 0.027 memory: 6238 grad_norm: 5.7028 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9210 loss: 1.9210 2022/06/27 23:48:24 - mmengine - INFO - Epoch(train) [22][1360/3757] lr: 1.000e-02 eta: 21:45:33 time: 0.228 data_time: 0.011 memory: 6238 grad_norm: 5.9859 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0661 loss: 2.0661 2022/06/27 23:48:29 - mmengine - INFO - Epoch(train) [22][1380/3757] lr: 1.000e-02 eta: 21:45:27 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.4979 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9869 loss: 1.9869 2022/06/27 23:48:35 - mmengine - INFO - Epoch(train) [22][1400/3757] lr: 1.000e-02 eta: 21:45:24 time: 0.236 data_time: 0.033 memory: 6238 grad_norm: 4.7031 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9933 loss: 1.9933 2022/06/27 23:48:41 - mmengine - INFO - Epoch(train) [22][1420/3757] lr: 1.000e-02 eta: 21:45:21 time: 0.225 data_time: 0.013 memory: 6238 grad_norm: 5.1137 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1321 loss: 2.1321 2022/06/27 23:48:46 - mmengine - INFO - Epoch(train) [22][1440/3757] lr: 1.000e-02 eta: 21:45:14 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 4.9748 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5603 loss: 1.5603 2022/06/27 23:48:51 - mmengine - INFO - Epoch(train) [22][1460/3757] lr: 1.000e-02 eta: 21:45:08 time: 0.241 data_time: 0.039 memory: 6238 grad_norm: 5.3748 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0979 loss: 2.0979 2022/06/27 23:48:57 - mmengine - INFO - Epoch(train) [22][1480/3757] lr: 1.000e-02 eta: 21:45:05 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 6.1172 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9988 loss: 1.9988 2022/06/27 23:49:02 - mmengine - INFO - Epoch(train) [22][1500/3757] lr: 1.000e-02 eta: 21:44:58 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 5.6124 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4453 loss: 2.4453 2022/06/27 23:49:07 - mmengine - INFO - Epoch(train) [22][1520/3757] lr: 1.000e-02 eta: 21:44:53 time: 0.224 data_time: 0.027 memory: 6238 grad_norm: 5.6995 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8901 loss: 1.8901 2022/06/27 23:49:13 - mmengine - INFO - Epoch(train) [22][1540/3757] lr: 1.000e-02 eta: 21:44:49 time: 0.221 data_time: 0.012 memory: 6238 grad_norm: 6.1013 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0546 loss: 2.0546 2022/06/27 23:49:18 - mmengine - INFO - Epoch(train) [22][1560/3757] lr: 1.000e-02 eta: 21:44:42 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.2107 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0865 loss: 2.0865 2022/06/27 23:49:23 - mmengine - INFO - Epoch(train) [22][1580/3757] lr: 1.000e-02 eta: 21:44:37 time: 0.241 data_time: 0.039 memory: 6238 grad_norm: 6.1083 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7599 loss: 1.7599 2022/06/27 23:49:28 - mmengine - INFO - Epoch(train) [22][1600/3757] lr: 1.000e-02 eta: 21:44:31 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.9047 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4671 loss: 1.4671 2022/06/27 23:49:34 - mmengine - INFO - Epoch(train) [22][1620/3757] lr: 1.000e-02 eta: 21:44:27 time: 0.485 data_time: 0.010 memory: 6238 grad_norm: 5.5752 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4966 loss: 2.4966 2022/06/27 23:49:39 - mmengine - INFO - Epoch(train) [22][1640/3757] lr: 1.000e-02 eta: 21:44:21 time: 0.222 data_time: 0.023 memory: 6238 grad_norm: 5.4122 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8753 loss: 1.8753 2022/06/27 23:49:44 - mmengine - INFO - Epoch(train) [22][1660/3757] lr: 1.000e-02 eta: 21:44:16 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 4.2504 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1083 loss: 2.1083 2022/06/27 23:49:49 - mmengine - INFO - Epoch(train) [22][1680/3757] lr: 1.000e-02 eta: 21:44:10 time: 0.217 data_time: 0.010 memory: 6238 grad_norm: 5.9851 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9701 loss: 1.9701 2022/06/27 23:49:55 - mmengine - INFO - Epoch(train) [22][1700/3757] lr: 1.000e-02 eta: 21:44:06 time: 0.223 data_time: 0.024 memory: 6238 grad_norm: 6.7414 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1365 loss: 2.1365 2022/06/27 23:50:00 - mmengine - INFO - Epoch(train) [22][1720/3757] lr: 1.000e-02 eta: 21:43:59 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 4.9872 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9602 loss: 1.9602 2022/06/27 23:50:05 - mmengine - INFO - Epoch(train) [22][1740/3757] lr: 1.000e-02 eta: 21:43:54 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.1330 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7905 loss: 1.7905 2022/06/27 23:50:11 - mmengine - INFO - Epoch(train) [22][1760/3757] lr: 1.000e-02 eta: 21:43:49 time: 0.226 data_time: 0.028 memory: 6238 grad_norm: 5.1933 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8502 loss: 1.8502 2022/06/27 23:50:16 - mmengine - INFO - Epoch(train) [22][1780/3757] lr: 1.000e-02 eta: 21:43:45 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.4409 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7002 loss: 1.7002 2022/06/27 23:50:22 - mmengine - INFO - Epoch(train) [22][1800/3757] lr: 1.000e-02 eta: 21:43:41 time: 0.225 data_time: 0.008 memory: 6238 grad_norm: 6.1867 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2093 loss: 2.2093 2022/06/27 23:50:27 - mmengine - INFO - Epoch(train) [22][1820/3757] lr: 1.000e-02 eta: 21:43:34 time: 0.239 data_time: 0.021 memory: 6238 grad_norm: 5.2629 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8524 loss: 1.8524 2022/06/27 23:50:32 - mmengine - INFO - Epoch(train) [22][1840/3757] lr: 1.000e-02 eta: 21:43:29 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.1126 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1193 loss: 2.1193 2022/06/27 23:50:38 - mmengine - INFO - Epoch(train) [22][1860/3757] lr: 1.000e-02 eta: 21:43:25 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 4.4126 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5302 loss: 2.5302 2022/06/27 23:50:43 - mmengine - INFO - Epoch(train) [22][1880/3757] lr: 1.000e-02 eta: 21:43:19 time: 0.229 data_time: 0.021 memory: 6238 grad_norm: 5.7117 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1977 loss: 2.1977 2022/06/27 23:50:48 - mmengine - INFO - Epoch(train) [22][1900/3757] lr: 1.000e-02 eta: 21:43:13 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 5.2274 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0448 loss: 2.0448 2022/06/27 23:50:54 - mmengine - INFO - Epoch(train) [22][1920/3757] lr: 1.000e-02 eta: 21:43:08 time: 0.317 data_time: 0.007 memory: 6238 grad_norm: 4.9395 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5309 loss: 1.5309 2022/06/27 23:50:58 - mmengine - INFO - Epoch(train) [22][1940/3757] lr: 1.000e-02 eta: 21:43:01 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.9165 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8186 loss: 1.8186 2022/06/27 23:51:04 - mmengine - INFO - Epoch(train) [22][1960/3757] lr: 1.000e-02 eta: 21:42:57 time: 0.221 data_time: 0.007 memory: 6238 grad_norm: 5.6293 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1578 loss: 2.1578 2022/06/27 23:51:10 - mmengine - INFO - Epoch(train) [22][1980/3757] lr: 1.000e-02 eta: 21:42:54 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.8255 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0092 loss: 2.0092 2022/06/27 23:51:15 - mmengine - INFO - Epoch(train) [22][2000/3757] lr: 1.000e-02 eta: 21:42:49 time: 0.234 data_time: 0.011 memory: 6238 grad_norm: 5.3294 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8899 loss: 1.8899 2022/06/27 23:51:20 - mmengine - INFO - Epoch(train) [22][2020/3757] lr: 1.000e-02 eta: 21:42:41 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6497 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1884 loss: 2.1884 2022/06/27 23:51:25 - mmengine - INFO - Epoch(train) [22][2040/3757] lr: 1.000e-02 eta: 21:42:34 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.4888 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9836 loss: 1.9836 2022/06/27 23:51:30 - mmengine - INFO - Epoch(train) [22][2060/3757] lr: 1.000e-02 eta: 21:42:29 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 6.1584 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8472 loss: 1.8472 2022/06/27 23:51:36 - mmengine - INFO - Epoch(train) [22][2080/3757] lr: 1.000e-02 eta: 21:42:26 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 6.4316 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0762 loss: 2.0762 2022/06/27 23:51:41 - mmengine - INFO - Epoch(train) [22][2100/3757] lr: 1.000e-02 eta: 21:42:19 time: 0.235 data_time: 0.006 memory: 6238 grad_norm: 6.0701 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7989 loss: 1.7989 2022/06/27 23:51:42 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:51:46 - mmengine - INFO - Epoch(train) [22][2120/3757] lr: 1.000e-02 eta: 21:42:13 time: 0.228 data_time: 0.012 memory: 6238 grad_norm: 5.4380 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2613 loss: 2.2613 2022/06/27 23:51:52 - mmengine - INFO - Epoch(train) [22][2140/3757] lr: 1.000e-02 eta: 21:42:09 time: 0.221 data_time: 0.006 memory: 6238 grad_norm: 5.3540 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1859 loss: 2.1859 2022/06/27 23:51:57 - mmengine - INFO - Epoch(train) [22][2160/3757] lr: 1.000e-02 eta: 21:42:05 time: 0.489 data_time: 0.007 memory: 6238 grad_norm: 6.2235 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8209 loss: 1.8209 2022/06/27 23:52:02 - mmengine - INFO - Epoch(train) [22][2180/3757] lr: 1.000e-02 eta: 21:41:58 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.4740 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8504 loss: 1.8504 2022/06/27 23:52:08 - mmengine - INFO - Epoch(train) [22][2200/3757] lr: 1.000e-02 eta: 21:41:54 time: 0.229 data_time: 0.011 memory: 6238 grad_norm: 5.3392 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4650 loss: 2.4650 2022/06/27 23:52:13 - mmengine - INFO - Epoch(train) [22][2220/3757] lr: 1.000e-02 eta: 21:41:49 time: 0.595 data_time: 0.008 memory: 6238 grad_norm: 5.8856 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4522 loss: 2.4522 2022/06/27 23:52:18 - mmengine - INFO - Epoch(train) [22][2240/3757] lr: 1.000e-02 eta: 21:41:43 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 5.0147 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0848 loss: 2.0848 2022/06/27 23:52:24 - mmengine - INFO - Epoch(train) [22][2260/3757] lr: 1.000e-02 eta: 21:41:38 time: 0.229 data_time: 0.011 memory: 6238 grad_norm: 6.0864 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9104 loss: 1.9104 2022/06/27 23:52:29 - mmengine - INFO - Epoch(train) [22][2280/3757] lr: 1.000e-02 eta: 21:41:33 time: 0.476 data_time: 0.007 memory: 6238 grad_norm: 5.9948 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0348 loss: 2.0348 2022/06/27 23:52:35 - mmengine - INFO - Epoch(train) [22][2300/3757] lr: 1.000e-02 eta: 21:41:30 time: 0.238 data_time: 0.007 memory: 6238 grad_norm: 5.4686 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8606 loss: 1.8606 2022/06/27 23:52:40 - mmengine - INFO - Epoch(train) [22][2320/3757] lr: 1.000e-02 eta: 21:41:23 time: 0.230 data_time: 0.011 memory: 6238 grad_norm: 6.0291 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1971 loss: 2.1971 2022/06/27 23:52:45 - mmengine - INFO - Epoch(train) [22][2340/3757] lr: 1.000e-02 eta: 21:41:16 time: 0.331 data_time: 0.007 memory: 6238 grad_norm: 5.9305 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8961 loss: 1.8961 2022/06/27 23:52:50 - mmengine - INFO - Epoch(train) [22][2360/3757] lr: 1.000e-02 eta: 21:41:11 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.1629 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2988 loss: 2.2988 2022/06/27 23:52:56 - mmengine - INFO - Epoch(train) [22][2380/3757] lr: 1.000e-02 eta: 21:41:06 time: 0.219 data_time: 0.010 memory: 6238 grad_norm: 5.6735 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9419 loss: 1.9419 2022/06/27 23:53:01 - mmengine - INFO - Epoch(train) [22][2400/3757] lr: 1.000e-02 eta: 21:41:01 time: 0.547 data_time: 0.007 memory: 6238 grad_norm: 4.8419 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7986 loss: 1.7986 2022/06/27 23:53:06 - mmengine - INFO - Epoch(train) [22][2420/3757] lr: 1.000e-02 eta: 21:40:54 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.3799 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7771 loss: 1.7771 2022/06/27 23:53:12 - mmengine - INFO - Epoch(train) [22][2440/3757] lr: 1.000e-02 eta: 21:40:51 time: 0.222 data_time: 0.011 memory: 6238 grad_norm: 5.3899 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9154 loss: 1.9154 2022/06/27 23:53:17 - mmengine - INFO - Epoch(train) [22][2460/3757] lr: 1.000e-02 eta: 21:40:46 time: 0.499 data_time: 0.009 memory: 6238 grad_norm: 6.3283 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8122 loss: 1.8122 2022/06/27 23:53:22 - mmengine - INFO - Epoch(train) [22][2480/3757] lr: 1.000e-02 eta: 21:40:39 time: 0.220 data_time: 0.010 memory: 6238 grad_norm: 5.7724 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1069 loss: 2.1069 2022/06/27 23:53:28 - mmengine - INFO - Epoch(train) [22][2500/3757] lr: 1.000e-02 eta: 21:40:35 time: 0.230 data_time: 0.016 memory: 6238 grad_norm: 5.9183 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2379 loss: 2.2379 2022/06/27 23:53:33 - mmengine - INFO - Epoch(train) [22][2520/3757] lr: 1.000e-02 eta: 21:40:29 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.3336 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9971 loss: 1.9971 2022/06/27 23:53:39 - mmengine - INFO - Epoch(train) [22][2540/3757] lr: 1.000e-02 eta: 21:40:25 time: 0.225 data_time: 0.007 memory: 6238 grad_norm: 5.5786 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8646 loss: 1.8646 2022/06/27 23:53:45 - mmengine - INFO - Epoch(train) [22][2560/3757] lr: 1.000e-02 eta: 21:40:23 time: 0.218 data_time: 0.009 memory: 6238 grad_norm: 6.0278 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7204 loss: 1.7204 2022/06/27 23:53:49 - mmengine - INFO - Epoch(train) [22][2580/3757] lr: 1.000e-02 eta: 21:40:15 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 5.9381 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3872 loss: 2.3872 2022/06/27 23:53:55 - mmengine - INFO - Epoch(train) [22][2600/3757] lr: 1.000e-02 eta: 21:40:10 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 5.8274 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1101 loss: 2.1101 2022/06/27 23:54:00 - mmengine - INFO - Epoch(train) [22][2620/3757] lr: 1.000e-02 eta: 21:40:05 time: 0.232 data_time: 0.014 memory: 6238 grad_norm: 6.0114 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5166 loss: 2.5166 2022/06/27 23:54:05 - mmengine - INFO - Epoch(train) [22][2640/3757] lr: 1.000e-02 eta: 21:39:59 time: 0.231 data_time: 0.008 memory: 6238 grad_norm: 6.4614 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9725 loss: 1.9725 2022/06/27 23:54:10 - mmengine - INFO - Epoch(train) [22][2660/3757] lr: 1.000e-02 eta: 21:39:53 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.6759 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1033 loss: 2.1033 2022/06/27 23:54:16 - mmengine - INFO - Epoch(train) [22][2680/3757] lr: 1.000e-02 eta: 21:39:49 time: 0.227 data_time: 0.016 memory: 6238 grad_norm: 6.3429 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8324 loss: 1.8324 2022/06/27 23:54:21 - mmengine - INFO - Epoch(train) [22][2700/3757] lr: 1.000e-02 eta: 21:39:43 time: 0.220 data_time: 0.007 memory: 6238 grad_norm: 5.6693 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3019 loss: 2.3019 2022/06/27 23:54:27 - mmengine - INFO - Epoch(train) [22][2720/3757] lr: 1.000e-02 eta: 21:39:39 time: 0.232 data_time: 0.008 memory: 6238 grad_norm: 5.2280 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1992 loss: 2.1992 2022/06/27 23:54:32 - mmengine - INFO - Epoch(train) [22][2740/3757] lr: 1.000e-02 eta: 21:39:34 time: 0.230 data_time: 0.009 memory: 6238 grad_norm: 5.3894 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8685 loss: 1.8685 2022/06/27 23:54:37 - mmengine - INFO - Epoch(train) [22][2760/3757] lr: 1.000e-02 eta: 21:39:27 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.6804 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6454 loss: 1.6454 2022/06/27 23:54:43 - mmengine - INFO - Epoch(train) [22][2780/3757] lr: 1.000e-02 eta: 21:39:23 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.3538 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7131 loss: 1.7131 2022/06/27 23:54:48 - mmengine - INFO - Epoch(train) [22][2800/3757] lr: 1.000e-02 eta: 21:39:18 time: 0.223 data_time: 0.015 memory: 6238 grad_norm: 5.5270 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6749 loss: 1.6749 2022/06/27 23:54:53 - mmengine - INFO - Epoch(train) [22][2820/3757] lr: 1.000e-02 eta: 21:39:12 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.8749 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9322 loss: 1.9322 2022/06/27 23:54:59 - mmengine - INFO - Epoch(train) [22][2840/3757] lr: 1.000e-02 eta: 21:39:09 time: 0.244 data_time: 0.009 memory: 6238 grad_norm: 5.8610 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8810 loss: 1.8810 2022/06/27 23:55:04 - mmengine - INFO - Epoch(train) [22][2860/3757] lr: 1.000e-02 eta: 21:39:02 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.3186 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1513 loss: 2.1513 2022/06/27 23:55:09 - mmengine - INFO - Epoch(train) [22][2880/3757] lr: 1.000e-02 eta: 21:38:55 time: 0.214 data_time: 0.010 memory: 6238 grad_norm: 6.0676 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8249 loss: 1.8249 2022/06/27 23:55:15 - mmengine - INFO - Epoch(train) [22][2900/3757] lr: 1.000e-02 eta: 21:38:51 time: 0.223 data_time: 0.013 memory: 6238 grad_norm: 5.7397 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7150 loss: 1.7150 2022/06/27 23:55:20 - mmengine - INFO - Epoch(train) [22][2920/3757] lr: 1.000e-02 eta: 21:38:48 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 5.3174 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9920 loss: 1.9920 2022/06/27 23:55:25 - mmengine - INFO - Epoch(train) [22][2940/3757] lr: 1.000e-02 eta: 21:38:42 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.0525 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1834 loss: 2.1834 2022/06/27 23:55:31 - mmengine - INFO - Epoch(train) [22][2960/3757] lr: 1.000e-02 eta: 21:38:37 time: 0.225 data_time: 0.010 memory: 6238 grad_norm: 5.2911 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8914 loss: 1.8914 2022/06/27 23:55:37 - mmengine - INFO - Epoch(train) [22][2980/3757] lr: 1.000e-02 eta: 21:38:33 time: 0.227 data_time: 0.018 memory: 6238 grad_norm: 4.8025 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0726 loss: 2.0726 2022/06/27 23:55:41 - mmengine - INFO - Epoch(train) [22][3000/3757] lr: 1.000e-02 eta: 21:38:25 time: 0.224 data_time: 0.006 memory: 6238 grad_norm: 5.8311 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0689 loss: 2.0689 2022/06/27 23:55:48 - mmengine - INFO - Epoch(train) [22][3020/3757] lr: 1.000e-02 eta: 21:38:26 time: 0.223 data_time: 0.018 memory: 6238 grad_norm: 5.0357 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2575 loss: 2.2575 2022/06/27 23:55:53 - mmengine - INFO - Epoch(train) [22][3040/3757] lr: 1.000e-02 eta: 21:38:18 time: 0.245 data_time: 0.014 memory: 6238 grad_norm: 4.6339 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9197 loss: 1.9197 2022/06/27 23:55:57 - mmengine - INFO - Epoch(train) [22][3060/3757] lr: 1.000e-02 eta: 21:38:10 time: 0.223 data_time: 0.011 memory: 6238 grad_norm: 5.2237 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8528 loss: 1.8528 2022/06/27 23:56:02 - mmengine - INFO - Epoch(train) [22][3080/3757] lr: 1.000e-02 eta: 21:38:02 time: 0.226 data_time: 0.009 memory: 6238 grad_norm: 4.9884 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0745 loss: 2.0745 2022/06/27 23:56:07 - mmengine - INFO - Epoch(train) [22][3100/3757] lr: 1.000e-02 eta: 21:37:55 time: 0.235 data_time: 0.016 memory: 6238 grad_norm: 5.2035 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7460 loss: 1.7460 2022/06/27 23:56:07 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:56:12 - mmengine - INFO - Epoch(train) [22][3120/3757] lr: 1.000e-02 eta: 21:37:48 time: 0.224 data_time: 0.011 memory: 6238 grad_norm: 5.4784 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8677 loss: 1.8677 2022/06/27 23:56:17 - mmengine - INFO - Epoch(train) [22][3140/3757] lr: 1.000e-02 eta: 21:37:44 time: 0.221 data_time: 0.012 memory: 6238 grad_norm: 5.3818 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8586 loss: 1.8586 2022/06/27 23:56:23 - mmengine - INFO - Epoch(train) [22][3160/3757] lr: 1.000e-02 eta: 21:37:40 time: 0.420 data_time: 0.022 memory: 6238 grad_norm: 6.3668 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4539 loss: 2.4539 2022/06/27 23:56:28 - mmengine - INFO - Epoch(train) [22][3180/3757] lr: 1.000e-02 eta: 21:37:36 time: 0.226 data_time: 0.008 memory: 6238 grad_norm: 5.5295 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.2164 loss: 2.2164 2022/06/27 23:56:34 - mmengine - INFO - Epoch(train) [22][3200/3757] lr: 1.000e-02 eta: 21:37:30 time: 0.234 data_time: 0.032 memory: 6238 grad_norm: 5.9393 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6787 loss: 1.6787 2022/06/27 23:56:39 - mmengine - INFO - Epoch(train) [22][3220/3757] lr: 1.000e-02 eta: 21:37:25 time: 0.238 data_time: 0.018 memory: 6238 grad_norm: 4.4791 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0716 loss: 2.0716 2022/06/27 23:56:45 - mmengine - INFO - Epoch(train) [22][3240/3757] lr: 1.000e-02 eta: 21:37:21 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.1493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9811 loss: 1.9811 2022/06/27 23:56:50 - mmengine - INFO - Epoch(train) [22][3260/3757] lr: 1.000e-02 eta: 21:37:15 time: 0.224 data_time: 0.027 memory: 6238 grad_norm: 5.2436 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1366 loss: 2.1366 2022/06/27 23:56:56 - mmengine - INFO - Epoch(train) [22][3280/3757] lr: 1.000e-02 eta: 21:37:12 time: 0.231 data_time: 0.032 memory: 6238 grad_norm: 5.2138 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.8343 loss: 1.8343 2022/06/27 23:57:01 - mmengine - INFO - Epoch(train) [22][3300/3757] lr: 1.000e-02 eta: 21:37:05 time: 0.223 data_time: 0.008 memory: 6238 grad_norm: 5.1499 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7842 loss: 1.7842 2022/06/27 23:57:07 - mmengine - INFO - Epoch(train) [22][3320/3757] lr: 1.000e-02 eta: 21:37:02 time: 0.225 data_time: 0.026 memory: 6238 grad_norm: 6.0616 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0358 loss: 2.0358 2022/06/27 23:57:12 - mmengine - INFO - Epoch(train) [22][3340/3757] lr: 1.000e-02 eta: 21:36:56 time: 0.229 data_time: 0.021 memory: 6238 grad_norm: 6.4190 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9752 loss: 1.9752 2022/06/27 23:57:17 - mmengine - INFO - Epoch(train) [22][3360/3757] lr: 1.000e-02 eta: 21:36:50 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.9503 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6072 loss: 1.6072 2022/06/27 23:57:22 - mmengine - INFO - Epoch(train) [22][3380/3757] lr: 1.000e-02 eta: 21:36:46 time: 0.228 data_time: 0.030 memory: 6238 grad_norm: 6.3789 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8606 loss: 1.8606 2022/06/27 23:57:28 - mmengine - INFO - Epoch(train) [22][3400/3757] lr: 1.000e-02 eta: 21:36:40 time: 0.219 data_time: 0.012 memory: 6238 grad_norm: 4.3684 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9356 loss: 1.9356 2022/06/27 23:57:33 - mmengine - INFO - Epoch(train) [22][3420/3757] lr: 1.000e-02 eta: 21:36:35 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 5.4010 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9205 loss: 1.9205 2022/06/27 23:57:39 - mmengine - INFO - Epoch(train) [22][3440/3757] lr: 1.000e-02 eta: 21:36:31 time: 0.235 data_time: 0.029 memory: 6238 grad_norm: 5.5413 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3789 loss: 2.3789 2022/06/27 23:57:44 - mmengine - INFO - Epoch(train) [22][3460/3757] lr: 1.000e-02 eta: 21:36:26 time: 0.226 data_time: 0.013 memory: 6238 grad_norm: 6.0319 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1978 loss: 2.1978 2022/06/27 23:57:49 - mmengine - INFO - Epoch(train) [22][3480/3757] lr: 1.000e-02 eta: 21:36:21 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 6.3830 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6208 loss: 1.6208 2022/06/27 23:57:55 - mmengine - INFO - Epoch(train) [22][3500/3757] lr: 1.000e-02 eta: 21:36:16 time: 0.225 data_time: 0.025 memory: 6238 grad_norm: 6.8218 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4348 loss: 2.4348 2022/06/27 23:58:00 - mmengine - INFO - Epoch(train) [22][3520/3757] lr: 1.000e-02 eta: 21:36:08 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.2601 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7695 loss: 1.7695 2022/06/27 23:58:05 - mmengine - INFO - Epoch(train) [22][3540/3757] lr: 1.000e-02 eta: 21:36:05 time: 0.216 data_time: 0.008 memory: 6238 grad_norm: 6.1891 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1821 loss: 2.1821 2022/06/27 23:58:10 - mmengine - INFO - Epoch(train) [22][3560/3757] lr: 1.000e-02 eta: 21:35:59 time: 0.224 data_time: 0.026 memory: 6238 grad_norm: 4.9227 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0017 loss: 2.0017 2022/06/27 23:58:16 - mmengine - INFO - Epoch(train) [22][3580/3757] lr: 1.000e-02 eta: 21:35:56 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 5.3673 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8563 loss: 1.8563 2022/06/27 23:58:21 - mmengine - INFO - Epoch(train) [22][3600/3757] lr: 1.000e-02 eta: 21:35:48 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.8203 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2944 loss: 2.2944 2022/06/27 23:58:26 - mmengine - INFO - Epoch(train) [22][3620/3757] lr: 1.000e-02 eta: 21:35:43 time: 0.220 data_time: 0.022 memory: 6238 grad_norm: 6.0405 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8537 loss: 1.8537 2022/06/27 23:58:32 - mmengine - INFO - Epoch(train) [22][3640/3757] lr: 1.000e-02 eta: 21:35:38 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.1958 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8059 loss: 1.8059 2022/06/27 23:58:37 - mmengine - INFO - Epoch(train) [22][3660/3757] lr: 1.000e-02 eta: 21:35:34 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 4.9019 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9321 loss: 1.9321 2022/06/27 23:58:43 - mmengine - INFO - Epoch(train) [22][3680/3757] lr: 1.000e-02 eta: 21:35:28 time: 0.230 data_time: 0.026 memory: 6238 grad_norm: 5.5266 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2628 loss: 2.2628 2022/06/27 23:58:48 - mmengine - INFO - Epoch(train) [22][3700/3757] lr: 1.000e-02 eta: 21:35:22 time: 0.222 data_time: 0.008 memory: 6238 grad_norm: 5.7578 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1816 loss: 2.1816 2022/06/27 23:58:53 - mmengine - INFO - Epoch(train) [22][3720/3757] lr: 1.000e-02 eta: 21:35:17 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.3384 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2140 loss: 2.2140 2022/06/27 23:58:58 - mmengine - INFO - Epoch(train) [22][3740/3757] lr: 1.000e-02 eta: 21:35:12 time: 0.222 data_time: 0.013 memory: 6238 grad_norm: 5.2010 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8012 loss: 1.8012 2022/06/27 23:59:02 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/27 23:59:09 - mmengine - INFO - Epoch(val) [22][20/310] eta: 0:01:28 time: 0.091 data_time: 0.007 memory: 6238 2022/06/27 23:59:15 - mmengine - INFO - Epoch(val) [22][40/310] eta: 0:01:19 time: 0.453 data_time: 0.355 memory: 1479 2022/06/27 23:59:19 - mmengine - INFO - Epoch(val) [22][60/310] eta: 0:00:47 time: 0.085 data_time: 0.006 memory: 1479 2022/06/27 23:59:25 - mmengine - INFO - Epoch(val) [22][80/310] eta: 0:01:12 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 23:59:31 - mmengine - INFO - Epoch(val) [22][100/310] eta: 0:00:44 time: 0.432 data_time: 0.351 memory: 1479 2022/06/27 23:59:35 - mmengine - INFO - Epoch(val) [22][120/310] eta: 0:00:48 time: 0.090 data_time: 0.005 memory: 1479 2022/06/27 23:59:41 - mmengine - INFO - Epoch(val) [22][140/310] eta: 0:00:49 time: 0.087 data_time: 0.005 memory: 1479 2022/06/27 23:59:47 - mmengine - INFO - Epoch(val) [22][160/310] eta: 0:00:37 time: 1.437 data_time: 1.347 memory: 1479 2022/06/27 23:59:52 - mmengine - INFO - Epoch(val) [22][180/310] eta: 0:00:40 time: 0.106 data_time: 0.008 memory: 1479 2022/06/27 23:59:57 - mmengine - INFO - Epoch(val) [22][200/310] eta: 0:00:30 time: 0.087 data_time: 0.005 memory: 1479 2022/06/28 00:00:04 - mmengine - INFO - Epoch(val) [22][220/310] eta: 0:00:31 time: 0.728 data_time: 0.636 memory: 1479 2022/06/28 00:00:08 - mmengine - INFO - Epoch(val) [22][240/310] eta: 0:00:18 time: 0.087 data_time: 0.005 memory: 1479 2022/06/28 00:00:14 - mmengine - INFO - Epoch(val) [22][260/310] eta: 0:00:16 time: 0.087 data_time: 0.005 memory: 1479 2022/06/28 00:00:20 - mmengine - INFO - Epoch(val) [22][280/310] eta: 0:00:09 time: 0.646 data_time: 0.554 memory: 1479 2022/06/28 00:00:24 - mmengine - INFO - Epoch(val) [22][300/310] eta: 0:00:02 time: 0.086 data_time: 0.005 memory: 1479 2022/06/28 00:00:27 - mmengine - INFO - Epoch(val) [22][310/310] acc/top1: 0.5548 acc/top5: 0.7971 acc/mean1: 0.5547 2022/06/28 00:00:36 - mmengine - INFO - Epoch(train) [23][20/3757] lr: 1.000e-02 eta: 21:35:07 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.6949 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5413 loss: 1.5413 2022/06/28 00:00:41 - mmengine - INFO - Epoch(train) [23][40/3757] lr: 1.000e-02 eta: 21:35:02 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 4.7822 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6055 loss: 1.6055 2022/06/28 00:00:46 - mmengine - INFO - Epoch(train) [23][60/3757] lr: 1.000e-02 eta: 21:34:56 time: 0.216 data_time: 0.006 memory: 6238 grad_norm: 5.7363 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8483 loss: 1.8483 2022/06/28 00:00:52 - mmengine - INFO - Epoch(train) [23][80/3757] lr: 1.000e-02 eta: 21:34:54 time: 0.222 data_time: 0.006 memory: 6238 grad_norm: 5.8040 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9364 loss: 1.9364 2022/06/28 00:00:58 - mmengine - INFO - Epoch(train) [23][100/3757] lr: 1.000e-02 eta: 21:34:49 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 5.8878 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8612 loss: 1.8612 2022/06/28 00:01:03 - mmengine - INFO - Epoch(train) [23][120/3757] lr: 1.000e-02 eta: 21:34:42 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 5.8010 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1553 loss: 2.1553 2022/06/28 00:01:08 - mmengine - INFO - Epoch(train) [23][140/3757] lr: 1.000e-02 eta: 21:34:37 time: 0.229 data_time: 0.007 memory: 6238 grad_norm: 5.7499 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2356 loss: 2.2356 2022/06/28 00:01:14 - mmengine - INFO - Epoch(train) [23][160/3757] lr: 1.000e-02 eta: 21:34:33 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.7733 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5868 loss: 1.5868 2022/06/28 00:01:19 - mmengine - INFO - Epoch(train) [23][180/3757] lr: 1.000e-02 eta: 21:34:27 time: 0.218 data_time: 0.010 memory: 6238 grad_norm: 5.1934 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3803 loss: 2.3803 2022/06/28 00:01:24 - mmengine - INFO - Epoch(train) [23][200/3757] lr: 1.000e-02 eta: 21:34:21 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 6.0605 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9100 loss: 1.9100 2022/06/28 00:01:30 - mmengine - INFO - Epoch(train) [23][220/3757] lr: 1.000e-02 eta: 21:34:17 time: 0.226 data_time: 0.006 memory: 6238 grad_norm: 6.0911 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7708 loss: 1.7708 2022/06/28 00:01:35 - mmengine - INFO - Epoch(train) [23][240/3757] lr: 1.000e-02 eta: 21:34:12 time: 0.364 data_time: 0.150 memory: 6238 grad_norm: 4.9554 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8775 loss: 1.8775 2022/06/28 00:01:40 - mmengine - INFO - Epoch(train) [23][260/3757] lr: 1.000e-02 eta: 21:34:06 time: 0.215 data_time: 0.009 memory: 6238 grad_norm: 5.2167 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3608 loss: 2.3608 2022/06/28 00:01:46 - mmengine - INFO - Epoch(train) [23][280/3757] lr: 1.000e-02 eta: 21:34:02 time: 0.233 data_time: 0.006 memory: 6238 grad_norm: 5.2128 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9041 loss: 1.9041 2022/06/28 00:01:51 - mmengine - INFO - Epoch(train) [23][300/3757] lr: 1.000e-02 eta: 21:33:55 time: 0.217 data_time: 0.006 memory: 6238 grad_norm: 6.0350 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1883 loss: 2.1883 2022/06/28 00:01:57 - mmengine - INFO - Epoch(train) [23][320/3757] lr: 1.000e-02 eta: 21:33:53 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.1175 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9246 loss: 1.9246 2022/06/28 00:02:01 - mmengine - INFO - Epoch(train) [23][340/3757] lr: 1.000e-02 eta: 21:33:45 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.5131 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7582 loss: 1.7582 2022/06/28 00:02:03 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/28 00:02:06 - mmengine - INFO - Epoch(train) [23][360/3757] lr: 1.000e-02 eta: 21:33:39 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.4138 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9895 loss: 1.9895 2022/06/28 00:02:11 - mmengine - INFO - Epoch(train) [23][380/3757] lr: 1.000e-02 eta: 21:33:32 time: 0.220 data_time: 0.011 memory: 6238 grad_norm: 6.0661 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9775 loss: 1.9775 2022/06/28 00:02:17 - mmengine - INFO - Epoch(train) [23][400/3757] lr: 1.000e-02 eta: 21:33:28 time: 0.250 data_time: 0.007 memory: 6238 grad_norm: 4.9462 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6190 loss: 1.6190 2022/06/28 00:02:22 - mmengine - INFO - Epoch(train) [23][420/3757] lr: 1.000e-02 eta: 21:33:22 time: 0.225 data_time: 0.009 memory: 6238 grad_norm: 5.7130 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1447 loss: 2.1447 2022/06/28 00:02:27 - mmengine - INFO - Epoch(train) [23][440/3757] lr: 1.000e-02 eta: 21:33:16 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 6.2293 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5389 loss: 2.5389 2022/06/28 00:02:32 - mmengine - INFO - Epoch(train) [23][460/3757] lr: 1.000e-02 eta: 21:33:09 time: 0.236 data_time: 0.007 memory: 6238 grad_norm: 5.1806 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0706 loss: 2.0706 2022/06/28 00:02:37 - mmengine - INFO - Epoch(train) [23][480/3757] lr: 1.000e-02 eta: 21:33:04 time: 0.230 data_time: 0.008 memory: 6238 grad_norm: 5.7274 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0473 loss: 2.0473 2022/06/28 00:02:43 - mmengine - INFO - Epoch(train) [23][500/3757] lr: 1.000e-02 eta: 21:32:59 time: 0.219 data_time: 0.015 memory: 6238 grad_norm: 5.5220 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0538 loss: 2.0538 2022/06/28 00:02:48 - mmengine - INFO - Epoch(train) [23][520/3757] lr: 1.000e-02 eta: 21:32:54 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.3864 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9444 loss: 1.9444 2022/06/28 00:02:54 - mmengine - INFO - Epoch(train) [23][540/3757] lr: 1.000e-02 eta: 21:32:50 time: 0.225 data_time: 0.014 memory: 6238 grad_norm: 5.9304 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1133 loss: 2.1133 2022/06/28 00:02:59 - mmengine - INFO - Epoch(train) [23][560/3757] lr: 1.000e-02 eta: 21:32:45 time: 0.228 data_time: 0.010 memory: 6238 grad_norm: 5.8131 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1822 loss: 2.1822 2022/06/28 00:03:05 - mmengine - INFO - Epoch(train) [23][580/3757] lr: 1.000e-02 eta: 21:32:41 time: 0.246 data_time: 0.010 memory: 6238 grad_norm: 6.0238 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0858 loss: 2.0858 2022/06/28 00:03:10 - mmengine - INFO - Epoch(train) [23][600/3757] lr: 1.000e-02 eta: 21:32:35 time: 0.216 data_time: 0.007 memory: 6238 grad_norm: 4.9681 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0451 loss: 2.0451 2022/06/28 00:03:16 - mmengine - INFO - Epoch(train) [23][620/3757] lr: 1.000e-02 eta: 21:32:30 time: 0.234 data_time: 0.035 memory: 6238 grad_norm: 5.4955 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8136 loss: 1.8136 2022/06/28 00:03:21 - mmengine - INFO - Epoch(train) [23][640/3757] lr: 1.000e-02 eta: 21:32:25 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 6.5252 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1560 loss: 2.1560 2022/06/28 00:03:27 - mmengine - INFO - Epoch(train) [23][660/3757] lr: 1.000e-02 eta: 21:32:22 time: 0.227 data_time: 0.010 memory: 6238 grad_norm: 5.8394 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8534 loss: 1.8534 2022/06/28 00:03:32 - mmengine - INFO - Epoch(train) [23][680/3757] lr: 1.000e-02 eta: 21:32:14 time: 0.221 data_time: 0.023 memory: 6238 grad_norm: 5.3378 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9788 loss: 1.9788 2022/06/28 00:03:36 - mmengine - INFO - Epoch(train) [23][700/3757] lr: 1.000e-02 eta: 21:32:08 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 4.8945 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8218 loss: 1.8218 2022/06/28 00:03:42 - mmengine - INFO - Epoch(train) [23][720/3757] lr: 1.000e-02 eta: 21:32:02 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 4.8316 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0712 loss: 2.0712 2022/06/28 00:03:47 - mmengine - INFO - Epoch(train) [23][740/3757] lr: 1.000e-02 eta: 21:31:57 time: 0.245 data_time: 0.037 memory: 6238 grad_norm: 4.9350 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7939 loss: 1.7939 2022/06/28 00:03:52 - mmengine - INFO - Epoch(train) [23][760/3757] lr: 1.000e-02 eta: 21:31:51 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 5.6075 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3489 loss: 2.3489 2022/06/28 00:03:57 - mmengine - INFO - Epoch(train) [23][780/3757] lr: 1.000e-02 eta: 21:31:45 time: 0.228 data_time: 0.007 memory: 6238 grad_norm: 4.8498 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7179 loss: 1.7179 2022/06/28 00:04:03 - mmengine - INFO - Epoch(train) [23][800/3757] lr: 1.000e-02 eta: 21:31:41 time: 0.227 data_time: 0.020 memory: 6238 grad_norm: 5.3946 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2018 loss: 2.2018 2022/06/28 00:04:08 - mmengine - INFO - Epoch(train) [23][820/3757] lr: 1.000e-02 eta: 21:31:36 time: 0.235 data_time: 0.010 memory: 6238 grad_norm: 5.5391 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1292 loss: 2.1292 2022/06/28 00:04:13 - mmengine - INFO - Epoch(train) [23][840/3757] lr: 1.000e-02 eta: 21:31:30 time: 0.224 data_time: 0.007 memory: 6238 grad_norm: 6.3626 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4019 loss: 2.4019 2022/06/28 00:04:19 - mmengine - INFO - Epoch(train) [23][860/3757] lr: 1.000e-02 eta: 21:31:26 time: 0.227 data_time: 0.021 memory: 6238 grad_norm: 5.0097 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9350 loss: 1.9350 2022/06/28 00:04:25 - mmengine - INFO - Epoch(train) [23][880/3757] lr: 1.000e-02 eta: 21:31:21 time: 0.226 data_time: 0.007 memory: 6238 grad_norm: 5.1874 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8335 loss: 1.8335 2022/06/28 00:04:30 - mmengine - INFO - Epoch(train) [23][900/3757] lr: 1.000e-02 eta: 21:31:16 time: 0.212 data_time: 0.009 memory: 6238 grad_norm: 5.5291 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8569 loss: 1.8569 2022/06/28 00:04:36 - mmengine - INFO - Epoch(train) [23][920/3757] lr: 1.000e-02 eta: 21:31:12 time: 0.229 data_time: 0.010 memory: 6238 grad_norm: 5.8794 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0470 loss: 2.0470 2022/06/28 00:04:40 - mmengine - INFO - Epoch(train) [23][940/3757] lr: 1.000e-02 eta: 21:31:05 time: 0.232 data_time: 0.007 memory: 6238 grad_norm: 5.7694 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9150 loss: 1.9150 2022/06/28 00:04:47 - mmengine - INFO - Epoch(train) [23][960/3757] lr: 1.000e-02 eta: 21:31:04 time: 0.217 data_time: 0.007 memory: 6238 grad_norm: 5.7920 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8420 loss: 1.8420 2022/06/28 00:04:52 - mmengine - INFO - Epoch(train) [23][980/3757] lr: 1.000e-02 eta: 21:30:56 time: 0.232 data_time: 0.011 memory: 6238 grad_norm: 6.3414 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0123 loss: 2.0123 2022/06/28 00:04:56 - mmengine - INFO - Epoch(train) [23][1000/3757] lr: 1.000e-02 eta: 21:30:48 time: 0.249 data_time: 0.020 memory: 6238 grad_norm: 6.0378 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9622 loss: 1.9622 2022/06/28 00:05:02 - mmengine - INFO - Epoch(train) [23][1020/3757] lr: 1.000e-02 eta: 21:30:43 time: 0.221 data_time: 0.010 memory: 6238 grad_norm: 5.5798 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7835 loss: 1.7835 2022/06/28 00:05:07 - mmengine - INFO - Epoch(train) [23][1040/3757] lr: 1.000e-02 eta: 21:30:38 time: 0.227 data_time: 0.019 memory: 6238 grad_norm: 5.2202 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9983 loss: 1.9983 2022/06/28 00:05:12 - mmengine - INFO - Epoch(train) [23][1060/3757] lr: 1.000e-02 eta: 21:30:33 time: 0.446 data_time: 0.007 memory: 6238 grad_norm: 5.3734 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1523 loss: 2.1523 2022/06/28 00:05:17 - mmengine - INFO - Epoch(train) [23][1080/3757] lr: 1.000e-02 eta: 21:30:27 time: 0.228 data_time: 0.014 memory: 6238 grad_norm: 5.3021 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8579 loss: 1.8579 2022/06/28 00:05:23 - mmengine - INFO - Epoch(train) [23][1100/3757] lr: 1.000e-02 eta: 21:30:23 time: 0.224 data_time: 0.025 memory: 6238 grad_norm: 5.3287 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0394 loss: 2.0394 2022/06/28 00:05:28 - mmengine - INFO - Epoch(train) [23][1120/3757] lr: 1.000e-02 eta: 21:30:17 time: 0.533 data_time: 0.009 memory: 6238 grad_norm: 5.0653 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4398 loss: 2.4398 2022/06/28 00:05:33 - mmengine - INFO - Epoch(train) [23][1140/3757] lr: 1.000e-02 eta: 21:30:10 time: 0.223 data_time: 0.006 memory: 6238 grad_norm: 5.0123 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9423 loss: 1.9423 2022/06/28 00:05:38 - mmengine - INFO - Epoch(train) [23][1160/3757] lr: 1.000e-02 eta: 21:30:05 time: 0.219 data_time: 0.015 memory: 6238 grad_norm: 5.8774 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8938 loss: 1.8938 2022/06/28 00:05:44 - mmengine - INFO - Epoch(train) [23][1180/3757] lr: 1.000e-02 eta: 21:30:00 time: 0.330 data_time: 0.007 memory: 6238 grad_norm: 6.1223 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2918 loss: 2.2918 2022/06/28 00:05:49 - mmengine - INFO - Epoch(train) [23][1200/3757] lr: 1.000e-02 eta: 21:29:54 time: 0.227 data_time: 0.007 memory: 6238 grad_norm: 5.1007 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0668 loss: 2.0668 2022/06/28 00:05:55 - mmengine - INFO - Epoch(train) [23][1220/3757] lr: 1.000e-02 eta: 21:29:50 time: 0.236 data_time: 0.014 memory: 6238 grad_norm: 5.4414 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8772 loss: 1.8772 2022/06/28 00:06:00 - mmengine - INFO - Epoch(train) [23][1240/3757] lr: 1.000e-02 eta: 21:29:46 time: 0.687 data_time: 0.006 memory: 6238 grad_norm: 5.5712 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4947 loss: 2.4947 2022/06/28 00:06:05 - mmengine - INFO - Epoch(train) [23][1260/3757] lr: 1.000e-02 eta: 21:29:40 time: 0.230 data_time: 0.007 memory: 6238 grad_norm: 5.3735 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0225 loss: 2.0225 2022/06/28 00:06:10 - mmengine - INFO - Epoch(train) [23][1280/3757] lr: 1.000e-02 eta: 21:29:32 time: 0.240 data_time: 0.010 memory: 6238 grad_norm: 5.6819 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8816 loss: 1.8816 2022/06/28 00:06:15 - mmengine - INFO - Epoch(train) [23][1300/3757] lr: 1.000e-02 eta: 21:29:28 time: 0.654 data_time: 0.006 memory: 6238 grad_norm: 5.8287 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9204 loss: 1.9204 2022/06/28 00:06:21 - mmengine - INFO - Epoch(train) [23][1320/3757] lr: 1.000e-02 eta: 21:29:21 time: 0.233 data_time: 0.012 memory: 6238 grad_norm: 5.5704 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6369 loss: 2.6369 2022/06/28 00:06:26 - mmengine - INFO - Epoch(train) [23][1340/3757] lr: 1.000e-02 eta: 21:29:17 time: 0.243 data_time: 0.009 memory: 6238 grad_norm: 5.6341 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0801 loss: 2.0801 2022/06/28 00:06:28 - mmengine - INFO - Exp name: i3d_nl_dot_product_r50_32x2x1_100e_kinetics400_rgb_20220627_172159 2022/06/28 00:06:31 - mmengine - INFO - Epoch(train) [23][1360/3757] lr: 1.000e-02 eta: 21:29:11 time: 0.570 data_time: 0.016 memory: 6238 grad_norm: 5.3379 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8940 loss: 1.8940 2022/06/28 00:06:37 - mmengine - INFO - Epoch(train) [23][1380/3757] lr: 1.000e-02 eta: 21:29:06 time: 0.225 data_time: 0.006 memory: 6238 grad_norm: 6.0870 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6502 loss: 1.6502 2022/06/28 00:06:42 - mmengine - INFO - Epoch(train) [23][1400/3757] lr: 1.000e-02 eta: 21:29:02 time: 0.232 data_time: 0.010 memory: 6238 grad_norm: 5.0457 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1382 loss: 2.1382 2022/06/28 00:06:47 - mmengine - INFO - Epoch(train) [23][1420/3757] lr: 1.000e-02 eta: 21:28:56 time: 0.226 data_time: 0.020 memory: 6238 grad_norm: 5.8655 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1500 loss: 2.1500 2022/06/28 00:06:52 - mmengine - INFO - Epoch(train) [23][1440/3757] lr: 1.000e-02 eta: 21:28:50 time: 0.228 data_time: 0.011 memory: 6238 grad_norm: 6.2182 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9188 loss: 1.9188 2022/06/28 00:06:58 - mmengine - INFO - Epoch(train) [23][1460/3757] lr: 1.000e-02 eta: 21:28:45 time: 0.233 data_time: 0.009 memory: 6238 grad_norm: 5.6653 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8612 loss: 1.8612 2022/06/28 00:07:03 - mmengine - INFO - Epoch(train) [23][1480/3757] lr: 1.000e-02 eta: 21:28:39 time: 0.233 data_time: 0.012 memory: 6238 grad_norm: 5.4443 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2516 loss: 2.2516 2022/06/28 00:07:08 - mmengine - INFO - Epoch(train) [23][1500/3757] lr: 1.000e-02 eta: 21:28:33 time: 0.244 data_time: 0.007 memory: 6238 grad_norm: 5.4247 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1901 loss: 2.1901 2022/06/28 00:07:13 - mmengine - INFO - Epoch(train) [23][1520/3757] lr: 1.000e-02 eta: 21:28:27 time: 0.237 data_time: 0.009 memory: 6238 grad_norm: 5.0933 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7473 loss: 1.7473 2022/06/28 00:07:18 - mmengine - INFO - Epoch(train) [23][1540/3757] lr: 1.000e-02 eta: 21:28:20 time: 0.223 data_time: 0.007 memory: 6238 grad_norm: 5.6994 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0489 loss: 2.0489 2022/06/28 00:07:24 - mmengine - INFO - Epoch(train) [23][1560/3757] lr: 1.000e-02 eta: 21:28:16 time: 0.361 data_time: 0.007 memory: 6238 grad_norm: 4.5535 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6088 loss: 1.6088 2022/06/28 00:07:29 - mmengine - INFO - Epoch(train) [23][1580/3757] lr: 1.000e-02 eta: 21:28:11 time: 0.931 data_time: 0.007 memory: 6238 grad_norm: 5.5506 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0557 loss: 2.0557 2022/06/28 00:07:34 - mmengine - INFO - Epoch(train) [23][1600/3757] lr: 1.000e-02 eta: 21:28:04 time: 0.220 data_time: 0.008 memory: 6238 grad_norm: 4.4321 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5002 loss: 2.5002 2022/06/28 00:07:39 - mmengine - INFO - Epoch(train) [23][1620/3757] lr: 1.000e-02 eta: 21:27:59 time: 0.579 data_time: 0.007 memory: 6238 grad_norm: 5.3149 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3916 loss: 1.3916 2022/06/28 00:07:45 - mmengine - INFO - Epoch(train) [23][1640/3757] lr: 1.000e-02 eta: 21:27:54 time: 0.423 data_time: 0.007 memory: 6238 grad_norm: 5.3306 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0419 loss: 2.0419 2022/06/28 00:07:50 - mmengine - INFO - Epoch(train) [23][1660/3757] lr: 1.000e-02 eta: 21:27:50 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.2735 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2099 loss: 2.2099 2022/06/28 00:07:56 - mmengine - INFO - Epoch(train) [23][1680/3757] lr: 1.000e-02 eta: 21:27:44 time: 0.237 data_time: 0.007 memory: 6238 grad_norm: 6.4707 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0520 loss: 2.0520 2022/06/28 00:08:01 - mmengine - INFO - Epoch(train) [23][1700/3757] lr: 1.000e-02 eta: 21:27:40 time: 0.678 data_time: 0.010 memory: 6238 grad_norm: 6.0004 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9683 loss: 1.9683 2022/06/28 00:08:06 - mmengine - INFO - Epoch(train) [23][1720/3757] lr: 1.000e-02 eta: 21:27:34 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.2512 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6240 loss: 1.6240 2022/06/28 00:08:12 - mmengine - INFO - Epoch(train) [23][1740/3757] lr: 1.000e-02 eta: 21:27:29 time: 0.242 data_time: 0.007 memory: 6238 grad_norm: 5.8207 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9416 loss: 1.9416 2022/06/28 00:08:17 - mmengine - INFO - Epoch(train) [23][1760/3757] lr: 1.000e-02 eta: 21:27:24 time: 0.499 data_time: 0.006 memory: 6238 grad_norm: 5.0576 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7582 loss: 1.7582 2022/06/28 00:08:22 - mmengine - INFO - Epoch(train) [23][1780/3757] lr: 1.000e-02 eta: 21:27:18 time: 0.219 data_time: 0.013 memory: 6238 grad_norm: 5.6230 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6971 loss: 1.6971 2022/06/28 00:08:28 - mmengine - INFO - Epoch(train) [23][1800/3757] lr: 1.000e-02 eta: 21:27:14 time: 0.246 data_time: 0.009 memory: 6238 grad_norm: 5.0467 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9534 loss: 1.9534 2022/06/28 00:08:33 - mmengine - INFO - Epoch(train) [23][1820/3757] lr: 1.000e-02 eta: 21:27:07 time: 0.543 data_time: 0.010 memory: 6238 grad_norm: 5.3822 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1731 loss: 2.1731 2022/06/28 00:08:38 - mmengine - INFO - Epoch(train) [23][1840/3757] lr: 1.000e-02 eta: 21:27:00 time: 0.230 data_time: 0.016 memory: 6238 grad_norm: 5.8018 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7180 loss: 1.7180 2022/06/28 00:08:43 - mmengine - INFO - Epoch(train) [23][1860/3757] lr: 1.000e-02 eta: 21:26:55 time: 0.235 data_time: 0.012 memory: 6238 grad_norm: 5.6602 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8333 loss: 1.8333 2022/06/28 00:08:48 - mmengine - INFO - Epoch(train) [23][1880/3757] lr: 1.000e-02 eta: 21:26:50 time: 0.563 data_time: 0.012 memory: 6238 grad_norm: 5.3198 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6573 loss: 1.6573 2022/06/28 00:08:54 - mmengine - INFO - Epoch(train) [23][1900/3757] lr: 1.000e-02 eta: 21:26:45 time: 0.228 data_time: 0.019 memory: 6238 grad_norm: 6.4644 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5533 loss: 1.5533 2022/06/28 00:08:59 - mmengine - INFO - Epoch(train) [23][1920/3757] lr: 1.000e-02 eta: 21:26:40 time: 0.220 data_time: 0.009 memory: 6238 grad_norm: 4.7937 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8012 loss: 1.8012 2022/06/28 00:09:05 - mmengine - INFO - Epoch(train) [23][1940/3757] lr: 1.000e-02 eta: 21:26:36 time: 0.666 data_time: 0.007 memory: 6238 grad_norm: 5.6264 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0705 loss: 2.0705 2022/06/28 00:09:10 - mmengine - INFO - Epoch(train) [23][1960/3757] lr: 1.000e-02 eta: 21:26:29 time: 0.228 data_time: 0.011 memory: 6238 grad_norm: 5.8261 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1705 loss: 2.1705 2022/06/28 00:09:15 - mmengine - INFO - Epoch(train) [23][1980/3757] lr: 1.000e-02 eta: 21:26:25 time: 0.219 data_time: 0.007 memory: 6238 grad_norm: 5.1914 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0508 loss: 2.0508 2022/06/28 00:09:21 - mmengine - INFO - Epoch(train) [23][2000/3757] lr: 1.000e-02 eta: 21:26:19 time: 0.658 data_time: 0.006 memory: 6238 grad_norm: 5.2589 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6048 loss: 1.6048 2022/06/28 00:09:26 - mmengine - INFO - Epoch(train) [23][2020/3757] lr: 1.000e-02 eta: 21:26:15 time: 0.862 data_time: 0.022 memory: 6238 grad_norm: 5.1961 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2222 loss: 2.2222 2022/06/28 00:09:31 - mmengine - INFO - Epoch(train) [23][2040/3757] lr: 1.000e-02 eta: 21:26:08 time: 0.222 data_time: 0.007 memory: 6238 grad_norm: 5.1182 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8876 loss: 1.8876 2022/06/28 00:09:36 - mmengine - INFO - Epoch(train) [23][2060/3757] lr: 1.000e-02 eta: 21:26:02 time: 0.217 data_time: 0.011 memory: 6238 grad_norm: 6.4290 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8011 loss: 1.8011 2022/06/28 00:09:41 - mmengine - INFO - Epoch(train) [23][2080/3757] lr: 1.000e-02 eta: 21:25:55 time: 0.218 data_time: 0.007 memory: 6238 grad_norm: 5.4520 top1_acc: 0.5000 top5