2022/06/25 10:38:20 - mmengine - INFO - Checkpoints will be saved to /mnt/lustre/zhaowangbo/openmmlab/mmaction2_new/work_dirs/r2plus1d_r34_8x8x1_180e_kinetics400_rgb by HardDiskBackend. 2022/06/25 10:38:33 - mmengine - INFO - Epoch(train) [1][20/3757] lr: 1.000e-02 eta: 4 days, 23:31:15 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 13.9866 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 6.0058 loss: 6.0058 2022/06/25 10:38:38 - mmengine - INFO - Epoch(train) [1][40/3757] lr: 1.000e-02 eta: 3 days, 11:41:07 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 6.1134 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 6.0042 loss: 6.0042 2022/06/25 10:38:43 - mmengine - INFO - Epoch(train) [1][60/3757] lr: 1.000e-02 eta: 2 days, 23:44:38 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.8330 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9804 loss: 5.9804 2022/06/25 10:38:49 - mmengine - INFO - Epoch(train) [1][80/3757] lr: 1.000e-02 eta: 2 days, 18:20:56 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.3601 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 6.0256 loss: 6.0256 2022/06/25 10:38:54 - mmengine - INFO - Epoch(train) [1][100/3757] lr: 1.000e-02 eta: 2 days, 15:14:51 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.0057 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.9439 loss: 5.9439 2022/06/25 10:39:00 - mmengine - INFO - Epoch(train) [1][120/3757] lr: 1.000e-02 eta: 2 days, 13:19:46 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 2.7262 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9262 loss: 5.9262 2022/06/25 10:39:05 - mmengine - INFO - Epoch(train) [1][140/3757] lr: 1.000e-02 eta: 2 days, 11:42:58 time: 0.324 data_time: 0.002 memory: 5036 grad_norm: 2.6055 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9714 loss: 5.9714 2022/06/25 10:39:10 - mmengine - INFO - Epoch(train) [1][160/3757] lr: 1.000e-02 eta: 2 days, 10:14:24 time: 0.241 data_time: 0.005 memory: 5036 grad_norm: 2.6965 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 6.0503 loss: 6.0503 2022/06/25 10:39:16 - mmengine - INFO - Epoch(train) [1][180/3757] lr: 1.000e-02 eta: 2 days, 10:00:39 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 2.5843 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9315 loss: 5.9315 2022/06/25 10:39:21 - mmengine - INFO - Epoch(train) [1][200/3757] lr: 1.000e-02 eta: 2 days, 8:57:50 time: 0.237 data_time: 0.002 memory: 5036 grad_norm: 2.5520 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9228 loss: 5.9228 2022/06/25 10:39:26 - mmengine - INFO - Epoch(train) [1][220/3757] lr: 1.000e-02 eta: 2 days, 8:07:39 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 2.5614 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 6.1186 loss: 6.1186 2022/06/25 10:39:31 - mmengine - INFO - Epoch(train) [1][240/3757] lr: 1.000e-02 eta: 2 days, 7:24:15 time: 0.245 data_time: 0.007 memory: 5036 grad_norm: 2.6418 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9571 loss: 5.9571 2022/06/25 10:39:36 - mmengine - INFO - Epoch(train) [1][260/3757] lr: 1.000e-02 eta: 2 days, 6:48:46 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 2.3053 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7983 loss: 5.7983 2022/06/25 10:39:41 - mmengine - INFO - Epoch(train) [1][280/3757] lr: 1.000e-02 eta: 2 days, 6:17:02 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 2.6112 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8795 loss: 5.8795 2022/06/25 10:39:47 - mmengine - INFO - Epoch(train) [1][300/3757] lr: 1.000e-02 eta: 2 days, 5:53:04 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 2.3905 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.8975 loss: 5.8975 2022/06/25 10:39:52 - mmengine - INFO - Epoch(train) [1][320/3757] lr: 1.000e-02 eta: 2 days, 5:28:54 time: 0.239 data_time: 0.006 memory: 5036 grad_norm: 2.5196 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6334 loss: 5.6334 2022/06/25 10:39:57 - mmengine - INFO - Epoch(train) [1][340/3757] lr: 1.000e-02 eta: 2 days, 5:24:21 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 2.4768 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.7953 loss: 5.7953 2022/06/25 10:40:02 - mmengine - INFO - Epoch(train) [1][360/3757] lr: 1.000e-02 eta: 2 days, 5:07:39 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.5978 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7688 loss: 5.7688 2022/06/25 10:40:09 - mmengine - INFO - Epoch(train) [1][380/3757] lr: 1.000e-02 eta: 2 days, 5:22:06 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 2.6513 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.8460 loss: 5.8460 2022/06/25 10:40:14 - mmengine - INFO - Epoch(train) [1][400/3757] lr: 1.000e-02 eta: 2 days, 5:05:05 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 2.3309 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.7314 loss: 5.7314 2022/06/25 10:40:19 - mmengine - INFO - Epoch(train) [1][420/3757] lr: 1.000e-02 eta: 2 days, 4:51:01 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 2.3017 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.7858 loss: 5.7858 2022/06/25 10:40:24 - mmengine - INFO - Epoch(train) [1][440/3757] lr: 1.000e-02 eta: 2 days, 4:38:53 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 2.3009 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 6.0257 loss: 6.0257 2022/06/25 10:40:29 - mmengine - INFO - Epoch(train) [1][460/3757] lr: 1.000e-02 eta: 2 days, 4:26:20 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 2.3283 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6808 loss: 5.6808 2022/06/25 10:40:34 - mmengine - INFO - Epoch(train) [1][480/3757] lr: 1.000e-02 eta: 2 days, 4:14:34 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 2.2317 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8062 loss: 5.8062 2022/06/25 10:40:39 - mmengine - INFO - Epoch(train) [1][500/3757] lr: 1.000e-02 eta: 2 days, 4:07:29 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 2.4125 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6774 loss: 5.6774 2022/06/25 10:40:44 - mmengine - INFO - Epoch(train) [1][520/3757] lr: 1.000e-02 eta: 2 days, 3:57:06 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 2.2871 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7988 loss: 5.7988 2022/06/25 10:40:50 - mmengine - INFO - Epoch(train) [1][540/3757] lr: 1.000e-02 eta: 2 days, 3:50:17 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 2.4033 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8499 loss: 5.8499 2022/06/25 10:40:55 - mmengine - INFO - Epoch(train) [1][560/3757] lr: 1.000e-02 eta: 2 days, 3:45:17 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 2.3382 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8043 loss: 5.8043 2022/06/25 10:41:00 - mmengine - INFO - Epoch(train) [1][580/3757] lr: 1.000e-02 eta: 2 days, 3:37:23 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 2.3557 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8589 loss: 5.8589 2022/06/25 10:41:05 - mmengine - INFO - Epoch(train) [1][600/3757] lr: 1.000e-02 eta: 2 days, 3:34:08 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 2.2877 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7742 loss: 5.7742 2022/06/25 10:41:10 - mmengine - INFO - Epoch(train) [1][620/3757] lr: 1.000e-02 eta: 2 days, 3:26:22 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 2.2321 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7747 loss: 5.7747 2022/06/25 10:41:16 - mmengine - INFO - Epoch(train) [1][640/3757] lr: 1.000e-02 eta: 2 days, 3:21:29 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 2.5649 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8207 loss: 5.8207 2022/06/25 10:41:21 - mmengine - INFO - Epoch(train) [1][660/3757] lr: 1.000e-02 eta: 2 days, 3:24:46 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 2.7184 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7624 loss: 5.7624 2022/06/25 10:41:26 - mmengine - INFO - Epoch(train) [1][680/3757] lr: 1.000e-02 eta: 2 days, 3:19:50 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 2.1411 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7707 loss: 5.7707 2022/06/25 10:41:32 - mmengine - INFO - Epoch(train) [1][700/3757] lr: 1.000e-02 eta: 2 days, 3:13:11 time: 0.239 data_time: 0.002 memory: 5036 grad_norm: 2.7035 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8134 loss: 5.8134 2022/06/25 10:41:37 - mmengine - INFO - Epoch(train) [1][720/3757] lr: 1.000e-02 eta: 2 days, 3:08:58 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 2.2485 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6821 loss: 5.6821 2022/06/25 10:41:42 - mmengine - INFO - Epoch(train) [1][740/3757] lr: 1.000e-02 eta: 2 days, 3:04:55 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 2.3733 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8838 loss: 5.8838 2022/06/25 10:41:47 - mmengine - INFO - Epoch(train) [1][760/3757] lr: 1.000e-02 eta: 2 days, 3:02:13 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 2.5135 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7980 loss: 5.7980 2022/06/25 10:41:52 - mmengine - INFO - Epoch(train) [1][780/3757] lr: 1.000e-02 eta: 2 days, 2:56:36 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 2.1007 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.8200 loss: 5.8200 2022/06/25 10:41:58 - mmengine - INFO - Epoch(train) [1][800/3757] lr: 1.000e-02 eta: 2 days, 2:56:15 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 2.3193 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7689 loss: 5.7689 2022/06/25 10:42:03 - mmengine - INFO - Epoch(train) [1][820/3757] lr: 1.000e-02 eta: 2 days, 2:56:47 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 2.3735 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7319 loss: 5.7319 2022/06/25 10:42:09 - mmengine - INFO - Epoch(train) [1][840/3757] lr: 1.000e-02 eta: 2 days, 2:56:46 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 2.3094 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.6400 loss: 5.6400 2022/06/25 10:42:14 - mmengine - INFO - Epoch(train) [1][860/3757] lr: 1.000e-02 eta: 2 days, 2:51:27 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 2.4373 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.6676 loss: 5.6676 2022/06/25 10:42:19 - mmengine - INFO - Epoch(train) [1][880/3757] lr: 1.000e-02 eta: 2 days, 2:49:24 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 2.4614 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.6831 loss: 5.6831 2022/06/25 10:42:24 - mmengine - INFO - Epoch(train) [1][900/3757] lr: 1.000e-02 eta: 2 days, 2:45:02 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 2.5316 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.9077 loss: 5.9077 2022/06/25 10:42:29 - mmengine - INFO - Epoch(train) [1][920/3757] lr: 1.000e-02 eta: 2 days, 2:42:15 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 2.4012 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.7326 loss: 5.7326 2022/06/25 10:42:34 - mmengine - INFO - Epoch(train) [1][940/3757] lr: 1.000e-02 eta: 2 days, 2:37:35 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 2.4796 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.8084 loss: 5.8084 2022/06/25 10:42:39 - mmengine - INFO - Epoch(train) [1][960/3757] lr: 1.000e-02 eta: 2 days, 2:35:26 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 2.7636 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7349 loss: 5.7349 2022/06/25 10:42:45 - mmengine - INFO - Epoch(train) [1][980/3757] lr: 1.000e-02 eta: 2 days, 2:32:11 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 2.4388 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5810 loss: 5.5810 2022/06/25 10:42:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 10:42:50 - mmengine - INFO - Epoch(train) [1][1000/3757] lr: 1.000e-02 eta: 2 days, 2:31:41 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 2.5096 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6416 loss: 5.6416 2022/06/25 10:42:55 - mmengine - INFO - Epoch(train) [1][1020/3757] lr: 1.000e-02 eta: 2 days, 2:28:27 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 2.5318 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6603 loss: 5.6603 2022/06/25 10:43:01 - mmengine - INFO - Epoch(train) [1][1040/3757] lr: 1.000e-02 eta: 2 days, 2:30:31 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 2.4099 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5960 loss: 5.5960 2022/06/25 10:43:06 - mmengine - INFO - Epoch(train) [1][1060/3757] lr: 1.000e-02 eta: 2 days, 2:29:19 time: 0.285 data_time: 0.002 memory: 5036 grad_norm: 2.5314 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7632 loss: 5.7632 2022/06/25 10:43:11 - mmengine - INFO - Epoch(train) [1][1080/3757] lr: 1.000e-02 eta: 2 days, 2:26:46 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 2.4728 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6672 loss: 5.6672 2022/06/25 10:43:17 - mmengine - INFO - Epoch(train) [1][1100/3757] lr: 1.000e-02 eta: 2 days, 2:29:11 time: 0.271 data_time: 0.005 memory: 5036 grad_norm: 2.5556 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5588 loss: 5.5588 2022/06/25 10:43:22 - mmengine - INFO - Epoch(train) [1][1120/3757] lr: 1.000e-02 eta: 2 days, 2:27:26 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 2.4223 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.6571 loss: 5.6571 2022/06/25 10:43:27 - mmengine - INFO - Epoch(train) [1][1140/3757] lr: 1.000e-02 eta: 2 days, 2:25:05 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 2.6314 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6335 loss: 5.6335 2022/06/25 10:43:32 - mmengine - INFO - Epoch(train) [1][1160/3757] lr: 1.000e-02 eta: 2 days, 2:22:30 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 2.3931 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.5572 loss: 5.5572 2022/06/25 10:43:37 - mmengine - INFO - Epoch(train) [1][1180/3757] lr: 1.000e-02 eta: 2 days, 2:20:30 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 2.6886 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6310 loss: 5.6310 2022/06/25 10:43:42 - mmengine - INFO - Epoch(train) [1][1200/3757] lr: 1.000e-02 eta: 2 days, 2:18:40 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.3555 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6533 loss: 5.6533 2022/06/25 10:43:48 - mmengine - INFO - Epoch(train) [1][1220/3757] lr: 1.000e-02 eta: 2 days, 2:17:45 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 2.3673 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6940 loss: 5.6940 2022/06/25 10:43:53 - mmengine - INFO - Epoch(train) [1][1240/3757] lr: 1.000e-02 eta: 2 days, 2:15:54 time: 0.264 data_time: 0.023 memory: 5036 grad_norm: 2.6509 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6556 loss: 5.6556 2022/06/25 10:43:58 - mmengine - INFO - Epoch(train) [1][1260/3757] lr: 1.000e-02 eta: 2 days, 2:13:57 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 2.5600 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4951 loss: 5.4951 2022/06/25 10:44:03 - mmengine - INFO - Epoch(train) [1][1280/3757] lr: 1.000e-02 eta: 2 days, 2:12:01 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 2.7140 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4810 loss: 5.4810 2022/06/25 10:44:08 - mmengine - INFO - Epoch(train) [1][1300/3757] lr: 1.000e-02 eta: 2 days, 2:11:14 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 2.3623 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6501 loss: 5.6501 2022/06/25 10:44:14 - mmengine - INFO - Epoch(train) [1][1320/3757] lr: 1.000e-02 eta: 2 days, 2:09:10 time: 0.253 data_time: 0.018 memory: 5036 grad_norm: 2.5630 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4838 loss: 5.4838 2022/06/25 10:44:19 - mmengine - INFO - Epoch(train) [1][1340/3757] lr: 1.000e-02 eta: 2 days, 2:07:45 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 2.6434 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6107 loss: 5.6107 2022/06/25 10:44:24 - mmengine - INFO - Epoch(train) [1][1360/3757] lr: 1.000e-02 eta: 2 days, 2:05:56 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 2.5581 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7182 loss: 5.7182 2022/06/25 10:44:29 - mmengine - INFO - Epoch(train) [1][1380/3757] lr: 1.000e-02 eta: 2 days, 2:07:07 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 2.4387 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5952 loss: 5.5952 2022/06/25 10:44:35 - mmengine - INFO - Epoch(train) [1][1400/3757] lr: 1.000e-02 eta: 2 days, 2:05:06 time: 0.256 data_time: 0.021 memory: 5036 grad_norm: 2.3625 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4362 loss: 5.4362 2022/06/25 10:44:40 - mmengine - INFO - Epoch(train) [1][1420/3757] lr: 1.000e-02 eta: 2 days, 2:03:28 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 2.5449 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.7108 loss: 5.7108 2022/06/25 10:44:45 - mmengine - INFO - Epoch(train) [1][1440/3757] lr: 1.000e-02 eta: 2 days, 2:01:53 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 2.8144 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4983 loss: 5.4983 2022/06/25 10:44:50 - mmengine - INFO - Epoch(train) [1][1460/3757] lr: 1.000e-02 eta: 2 days, 2:01:56 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 2.4445 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4618 loss: 5.4618 2022/06/25 10:44:55 - mmengine - INFO - Epoch(train) [1][1480/3757] lr: 1.000e-02 eta: 2 days, 2:00:33 time: 0.255 data_time: 0.020 memory: 5036 grad_norm: 2.4353 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3950 loss: 5.3950 2022/06/25 10:45:01 - mmengine - INFO - Epoch(train) [1][1500/3757] lr: 1.000e-02 eta: 2 days, 1:59:57 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 2.5808 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5227 loss: 5.5227 2022/06/25 10:45:06 - mmengine - INFO - Epoch(train) [1][1520/3757] lr: 1.000e-02 eta: 2 days, 2:00:30 time: 0.503 data_time: 0.002 memory: 5036 grad_norm: 2.4709 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6267 loss: 5.6267 2022/06/25 10:45:11 - mmengine - INFO - Epoch(train) [1][1540/3757] lr: 1.000e-02 eta: 2 days, 1:58:44 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.6671 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6458 loss: 5.6458 2022/06/25 10:45:17 - mmengine - INFO - Epoch(train) [1][1560/3757] lr: 1.000e-02 eta: 2 days, 1:59:09 time: 0.277 data_time: 0.036 memory: 5036 grad_norm: 2.7352 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4584 loss: 5.4584 2022/06/25 10:45:22 - mmengine - INFO - Epoch(train) [1][1580/3757] lr: 1.000e-02 eta: 2 days, 1:57:30 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 2.6810 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5200 loss: 5.5200 2022/06/25 10:45:27 - mmengine - INFO - Epoch(train) [1][1600/3757] lr: 1.000e-02 eta: 2 days, 1:57:32 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 2.6615 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.5261 loss: 5.5261 2022/06/25 10:45:32 - mmengine - INFO - Epoch(train) [1][1620/3757] lr: 1.000e-02 eta: 2 days, 1:56:19 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 2.6737 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4793 loss: 5.4793 2022/06/25 10:45:38 - mmengine - INFO - Epoch(train) [1][1640/3757] lr: 1.000e-02 eta: 2 days, 1:57:21 time: 0.508 data_time: 0.274 memory: 5036 grad_norm: 2.6171 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5207 loss: 5.5207 2022/06/25 10:45:43 - mmengine - INFO - Epoch(train) [1][1660/3757] lr: 1.000e-02 eta: 2 days, 1:55:58 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 2.8656 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6686 loss: 5.6686 2022/06/25 10:45:49 - mmengine - INFO - Epoch(train) [1][1680/3757] lr: 1.000e-02 eta: 2 days, 1:58:16 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 2.5660 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3941 loss: 5.3941 2022/06/25 10:45:54 - mmengine - INFO - Epoch(train) [1][1700/3757] lr: 1.000e-02 eta: 2 days, 1:56:39 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 2.5199 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5242 loss: 5.5242 2022/06/25 10:45:59 - mmengine - INFO - Epoch(train) [1][1720/3757] lr: 1.000e-02 eta: 2 days, 1:56:27 time: 0.282 data_time: 0.037 memory: 5036 grad_norm: 2.7376 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6152 loss: 5.6152 2022/06/25 10:46:04 - mmengine - INFO - Epoch(train) [1][1740/3757] lr: 1.000e-02 eta: 2 days, 1:54:33 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 2.2461 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4805 loss: 5.4805 2022/06/25 10:46:09 - mmengine - INFO - Epoch(train) [1][1760/3757] lr: 1.000e-02 eta: 2 days, 1:53:37 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 2.5499 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.4544 loss: 5.4544 2022/06/25 10:46:14 - mmengine - INFO - Epoch(train) [1][1780/3757] lr: 1.000e-02 eta: 2 days, 1:52:05 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.5609 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4716 loss: 5.4716 2022/06/25 10:46:19 - mmengine - INFO - Epoch(train) [1][1800/3757] lr: 1.000e-02 eta: 2 days, 1:50:51 time: 0.280 data_time: 0.045 memory: 5036 grad_norm: 2.6589 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3364 loss: 5.3364 2022/06/25 10:46:25 - mmengine - INFO - Epoch(train) [1][1820/3757] lr: 1.000e-02 eta: 2 days, 1:51:30 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 2.8244 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5008 loss: 5.5008 2022/06/25 10:46:30 - mmengine - INFO - Epoch(train) [1][1840/3757] lr: 1.000e-02 eta: 2 days, 1:52:48 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 2.6767 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5286 loss: 5.5286 2022/06/25 10:46:36 - mmengine - INFO - Epoch(train) [1][1860/3757] lr: 1.000e-02 eta: 2 days, 1:51:14 time: 0.238 data_time: 0.003 memory: 5036 grad_norm: 2.9903 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3660 loss: 5.3660 2022/06/25 10:46:41 - mmengine - INFO - Epoch(train) [1][1880/3757] lr: 1.000e-02 eta: 2 days, 1:50:27 time: 0.277 data_time: 0.043 memory: 5036 grad_norm: 2.5039 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6705 loss: 5.6705 2022/06/25 10:46:46 - mmengine - INFO - Epoch(train) [1][1900/3757] lr: 1.000e-02 eta: 2 days, 1:48:49 time: 0.285 data_time: 0.002 memory: 5036 grad_norm: 2.3243 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6413 loss: 5.6413 2022/06/25 10:46:51 - mmengine - INFO - Epoch(train) [1][1920/3757] lr: 1.000e-02 eta: 2 days, 1:47:28 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 2.7357 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.6522 loss: 5.6522 2022/06/25 10:46:56 - mmengine - INFO - Epoch(train) [1][1940/3757] lr: 1.000e-02 eta: 2 days, 1:45:31 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 2.3709 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4485 loss: 5.4485 2022/06/25 10:47:01 - mmengine - INFO - Epoch(train) [1][1960/3757] lr: 1.000e-02 eta: 2 days, 1:44:05 time: 0.276 data_time: 0.041 memory: 5036 grad_norm: 2.4709 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3374 loss: 5.3374 2022/06/25 10:47:06 - mmengine - INFO - Epoch(train) [1][1980/3757] lr: 1.000e-02 eta: 2 days, 1:43:45 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 2.5783 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.4270 loss: 5.4270 2022/06/25 10:47:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 10:47:11 - mmengine - INFO - Epoch(train) [1][2000/3757] lr: 1.000e-02 eta: 2 days, 1:42:47 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 2.6802 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.5748 loss: 5.5748 2022/06/25 10:47:17 - mmengine - INFO - Epoch(train) [1][2020/3757] lr: 1.000e-02 eta: 2 days, 1:42:19 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 2.9806 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6791 loss: 5.6791 2022/06/25 10:47:23 - mmengine - INFO - Epoch(train) [1][2040/3757] lr: 1.000e-02 eta: 2 days, 1:46:43 time: 0.859 data_time: 0.615 memory: 5036 grad_norm: 2.5539 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3489 loss: 5.3489 2022/06/25 10:47:28 - mmengine - INFO - Epoch(train) [1][2060/3757] lr: 1.000e-02 eta: 2 days, 1:45:45 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 2.7820 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.3434 loss: 5.3434 2022/06/25 10:47:33 - mmengine - INFO - Epoch(train) [1][2080/3757] lr: 1.000e-02 eta: 2 days, 1:44:30 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 2.6333 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4376 loss: 5.4376 2022/06/25 10:47:38 - mmengine - INFO - Epoch(train) [1][2100/3757] lr: 1.000e-02 eta: 2 days, 1:43:12 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 2.7918 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.5778 loss: 5.5778 2022/06/25 10:47:43 - mmengine - INFO - Epoch(train) [1][2120/3757] lr: 1.000e-02 eta: 2 days, 1:41:52 time: 0.287 data_time: 0.045 memory: 5036 grad_norm: 2.8138 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5838 loss: 5.5838 2022/06/25 10:47:49 - mmengine - INFO - Epoch(train) [1][2140/3757] lr: 1.000e-02 eta: 2 days, 1:43:17 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 2.5666 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5613 loss: 5.5613 2022/06/25 10:47:54 - mmengine - INFO - Epoch(train) [1][2160/3757] lr: 1.000e-02 eta: 2 days, 1:41:49 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.4135 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.7035 loss: 5.7035 2022/06/25 10:47:59 - mmengine - INFO - Epoch(train) [1][2180/3757] lr: 1.000e-02 eta: 2 days, 1:40:40 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 2.4349 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6888 loss: 5.6888 2022/06/25 10:48:04 - mmengine - INFO - Epoch(train) [1][2200/3757] lr: 1.000e-02 eta: 2 days, 1:39:28 time: 0.273 data_time: 0.032 memory: 5036 grad_norm: 2.6119 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.5405 loss: 5.5405 2022/06/25 10:48:09 - mmengine - INFO - Epoch(train) [1][2220/3757] lr: 1.000e-02 eta: 2 days, 1:38:56 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 2.8061 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5354 loss: 5.5354 2022/06/25 10:48:14 - mmengine - INFO - Epoch(train) [1][2240/3757] lr: 1.000e-02 eta: 2 days, 1:37:46 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 2.6153 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4929 loss: 5.4929 2022/06/25 10:48:19 - mmengine - INFO - Epoch(train) [1][2260/3757] lr: 1.000e-02 eta: 2 days, 1:36:23 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 2.5468 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.5842 loss: 5.5842 2022/06/25 10:48:24 - mmengine - INFO - Epoch(train) [1][2280/3757] lr: 1.000e-02 eta: 2 days, 1:35:35 time: 0.315 data_time: 0.079 memory: 5036 grad_norm: 2.7345 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3207 loss: 5.3207 2022/06/25 10:48:30 - mmengine - INFO - Epoch(train) [1][2300/3757] lr: 1.000e-02 eta: 2 days, 1:35:13 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.8158 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6259 loss: 5.6259 2022/06/25 10:48:35 - mmengine - INFO - Epoch(train) [1][2320/3757] lr: 1.000e-02 eta: 2 days, 1:34:27 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 2.8677 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4871 loss: 5.4871 2022/06/25 10:48:40 - mmengine - INFO - Epoch(train) [1][2340/3757] lr: 1.000e-02 eta: 2 days, 1:33:29 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 2.7743 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5063 loss: 5.5063 2022/06/25 10:48:45 - mmengine - INFO - Epoch(train) [1][2360/3757] lr: 1.000e-02 eta: 2 days, 1:32:34 time: 0.263 data_time: 0.028 memory: 5036 grad_norm: 3.3125 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6648 loss: 5.6648 2022/06/25 10:48:50 - mmengine - INFO - Epoch(train) [1][2380/3757] lr: 1.000e-02 eta: 2 days, 1:31:48 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 2.7706 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5279 loss: 5.5279 2022/06/25 10:48:55 - mmengine - INFO - Epoch(train) [1][2400/3757] lr: 1.000e-02 eta: 2 days, 1:30:48 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 2.9314 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3105 loss: 5.3105 2022/06/25 10:49:01 - mmengine - INFO - Epoch(train) [1][2420/3757] lr: 1.000e-02 eta: 2 days, 1:32:06 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 2.9136 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5632 loss: 5.5632 2022/06/25 10:49:06 - mmengine - INFO - Epoch(train) [1][2440/3757] lr: 1.000e-02 eta: 2 days, 1:31:41 time: 0.390 data_time: 0.032 memory: 5036 grad_norm: 2.9113 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3402 loss: 5.3402 2022/06/25 10:49:11 - mmengine - INFO - Epoch(train) [1][2460/3757] lr: 1.000e-02 eta: 2 days, 1:30:44 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 2.6678 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1842 loss: 5.1842 2022/06/25 10:49:17 - mmengine - INFO - Epoch(train) [1][2480/3757] lr: 1.000e-02 eta: 2 days, 1:31:31 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 2.5438 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.4633 loss: 5.4633 2022/06/25 10:49:22 - mmengine - INFO - Epoch(train) [1][2500/3757] lr: 1.000e-02 eta: 2 days, 1:30:29 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.0139 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4604 loss: 5.4604 2022/06/25 10:49:27 - mmengine - INFO - Epoch(train) [1][2520/3757] lr: 1.000e-02 eta: 2 days, 1:30:55 time: 0.274 data_time: 0.033 memory: 5036 grad_norm: 2.5742 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3177 loss: 5.3177 2022/06/25 10:49:33 - mmengine - INFO - Epoch(train) [1][2540/3757] lr: 1.000e-02 eta: 2 days, 1:31:26 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 2.9432 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6124 loss: 5.6124 2022/06/25 10:49:39 - mmengine - INFO - Epoch(train) [1][2560/3757] lr: 1.000e-02 eta: 2 days, 1:33:54 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 2.5334 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5264 loss: 5.5264 2022/06/25 10:49:44 - mmengine - INFO - Epoch(train) [1][2580/3757] lr: 1.000e-02 eta: 2 days, 1:33:03 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 2.6578 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4695 loss: 5.4695 2022/06/25 10:49:49 - mmengine - INFO - Epoch(train) [1][2600/3757] lr: 1.000e-02 eta: 2 days, 1:32:34 time: 0.249 data_time: 0.014 memory: 5036 grad_norm: 2.6892 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.6718 loss: 5.6718 2022/06/25 10:49:54 - mmengine - INFO - Epoch(train) [1][2620/3757] lr: 1.000e-02 eta: 2 days, 1:31:38 time: 0.255 data_time: 0.019 memory: 5036 grad_norm: 3.0061 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.5896 loss: 5.5896 2022/06/25 10:49:59 - mmengine - INFO - Epoch(train) [1][2640/3757] lr: 1.000e-02 eta: 2 days, 1:30:41 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 2.8149 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3809 loss: 5.3809 2022/06/25 10:50:04 - mmengine - INFO - Epoch(train) [1][2660/3757] lr: 1.000e-02 eta: 2 days, 1:29:28 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.0416 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5917 loss: 5.5917 2022/06/25 10:50:09 - mmengine - INFO - Epoch(train) [1][2680/3757] lr: 1.000e-02 eta: 2 days, 1:28:29 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 2.8671 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3836 loss: 5.3836 2022/06/25 10:50:14 - mmengine - INFO - Epoch(train) [1][2700/3757] lr: 1.000e-02 eta: 2 days, 1:27:31 time: 0.248 data_time: 0.013 memory: 5036 grad_norm: 3.1181 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4732 loss: 5.4732 2022/06/25 10:50:19 - mmengine - INFO - Epoch(train) [1][2720/3757] lr: 1.000e-02 eta: 2 days, 1:27:10 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 3.0060 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.5099 loss: 5.5099 2022/06/25 10:50:25 - mmengine - INFO - Epoch(train) [1][2740/3757] lr: 1.000e-02 eta: 2 days, 1:26:58 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 2.8807 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2740 loss: 5.2740 2022/06/25 10:50:30 - mmengine - INFO - Epoch(train) [1][2760/3757] lr: 1.000e-02 eta: 2 days, 1:28:28 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 3.0013 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1825 loss: 5.1825 2022/06/25 10:50:36 - mmengine - INFO - Epoch(train) [1][2780/3757] lr: 1.000e-02 eta: 2 days, 1:28:13 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 2.9727 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6046 loss: 5.6046 2022/06/25 10:50:41 - mmengine - INFO - Epoch(train) [1][2800/3757] lr: 1.000e-02 eta: 2 days, 1:27:20 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 2.7494 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4992 loss: 5.4992 2022/06/25 10:50:46 - mmengine - INFO - Epoch(train) [1][2820/3757] lr: 1.000e-02 eta: 2 days, 1:26:39 time: 0.252 data_time: 0.016 memory: 5036 grad_norm: 2.7585 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4289 loss: 5.4289 2022/06/25 10:50:51 - mmengine - INFO - Epoch(train) [1][2840/3757] lr: 1.000e-02 eta: 2 days, 1:27:23 time: 0.249 data_time: 0.014 memory: 5036 grad_norm: 2.9496 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.2080 loss: 5.2080 2022/06/25 10:50:56 - mmengine - INFO - Epoch(train) [1][2860/3757] lr: 1.000e-02 eta: 2 days, 1:26:27 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 2.6923 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3334 loss: 5.3334 2022/06/25 10:51:02 - mmengine - INFO - Epoch(train) [1][2880/3757] lr: 1.000e-02 eta: 2 days, 1:25:46 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 2.6781 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6679 loss: 5.6679 2022/06/25 10:51:07 - mmengine - INFO - Epoch(train) [1][2900/3757] lr: 1.000e-02 eta: 2 days, 1:25:09 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 2.7400 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3162 loss: 5.3162 2022/06/25 10:51:12 - mmengine - INFO - Epoch(train) [1][2920/3757] lr: 1.000e-02 eta: 2 days, 1:24:24 time: 0.259 data_time: 0.023 memory: 5036 grad_norm: 2.8511 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3585 loss: 5.3585 2022/06/25 10:51:17 - mmengine - INFO - Epoch(train) [1][2940/3757] lr: 1.000e-02 eta: 2 days, 1:24:31 time: 0.259 data_time: 0.019 memory: 5036 grad_norm: 2.6639 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2362 loss: 5.2362 2022/06/25 10:51:22 - mmengine - INFO - Epoch(train) [1][2960/3757] lr: 1.000e-02 eta: 2 days, 1:23:58 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.0790 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5334 loss: 5.5334 2022/06/25 10:51:28 - mmengine - INFO - Epoch(train) [1][2980/3757] lr: 1.000e-02 eta: 2 days, 1:26:56 time: 0.248 data_time: 0.010 memory: 5036 grad_norm: 2.7152 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1631 loss: 5.1631 2022/06/25 10:51:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 10:51:34 - mmengine - INFO - Epoch(train) [1][3000/3757] lr: 1.000e-02 eta: 2 days, 1:26:19 time: 0.265 data_time: 0.013 memory: 5036 grad_norm: 2.9283 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3192 loss: 5.3192 2022/06/25 10:51:39 - mmengine - INFO - Epoch(train) [1][3020/3757] lr: 1.000e-02 eta: 2 days, 1:27:12 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 2.6284 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4680 loss: 5.4680 2022/06/25 10:51:44 - mmengine - INFO - Epoch(train) [1][3040/3757] lr: 1.000e-02 eta: 2 days, 1:26:28 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 2.8794 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3075 loss: 5.3075 2022/06/25 10:51:49 - mmengine - INFO - Epoch(train) [1][3060/3757] lr: 1.000e-02 eta: 2 days, 1:25:59 time: 0.251 data_time: 0.016 memory: 5036 grad_norm: 2.6828 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1835 loss: 5.1835 2022/06/25 10:51:54 - mmengine - INFO - Epoch(train) [1][3080/3757] lr: 1.000e-02 eta: 2 days, 1:25:03 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 2.8879 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2331 loss: 5.2331 2022/06/25 10:52:00 - mmengine - INFO - Epoch(train) [1][3100/3757] lr: 1.000e-02 eta: 2 days, 1:25:55 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 2.7883 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2857 loss: 5.2857 2022/06/25 10:52:05 - mmengine - INFO - Epoch(train) [1][3120/3757] lr: 1.000e-02 eta: 2 days, 1:25:06 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 2.7596 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3844 loss: 5.3844 2022/06/25 10:52:10 - mmengine - INFO - Epoch(train) [1][3140/3757] lr: 1.000e-02 eta: 2 days, 1:24:41 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 2.7522 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2176 loss: 5.2176 2022/06/25 10:52:15 - mmengine - INFO - Epoch(train) [1][3160/3757] lr: 1.000e-02 eta: 2 days, 1:23:53 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 2.9402 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0915 loss: 5.0915 2022/06/25 10:52:21 - mmengine - INFO - Epoch(train) [1][3180/3757] lr: 1.000e-02 eta: 2 days, 1:23:30 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 2.8815 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4677 loss: 5.4677 2022/06/25 10:52:26 - mmengine - INFO - Epoch(train) [1][3200/3757] lr: 1.000e-02 eta: 2 days, 1:22:39 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 2.9706 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4357 loss: 5.4357 2022/06/25 10:52:31 - mmengine - INFO - Epoch(train) [1][3220/3757] lr: 1.000e-02 eta: 2 days, 1:22:07 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 2.8987 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1612 loss: 5.1612 2022/06/25 10:52:36 - mmengine - INFO - Epoch(train) [1][3240/3757] lr: 1.000e-02 eta: 2 days, 1:21:19 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 3.1435 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.5504 loss: 5.5504 2022/06/25 10:52:41 - mmengine - INFO - Epoch(train) [1][3260/3757] lr: 1.000e-02 eta: 2 days, 1:20:34 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 2.6331 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.4597 loss: 5.4597 2022/06/25 10:52:46 - mmengine - INFO - Epoch(train) [1][3280/3757] lr: 1.000e-02 eta: 2 days, 1:19:46 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.0889 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.4172 loss: 5.4172 2022/06/25 10:52:52 - mmengine - INFO - Epoch(train) [1][3300/3757] lr: 1.000e-02 eta: 2 days, 1:20:54 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.0046 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.5181 loss: 5.5181 2022/06/25 10:52:57 - mmengine - INFO - Epoch(train) [1][3320/3757] lr: 1.000e-02 eta: 2 days, 1:20:17 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 2.6830 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4420 loss: 5.4420 2022/06/25 10:53:02 - mmengine - INFO - Epoch(train) [1][3340/3757] lr: 1.000e-02 eta: 2 days, 1:19:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 3.0467 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3527 loss: 5.3527 2022/06/25 10:53:08 - mmengine - INFO - Epoch(train) [1][3360/3757] lr: 1.000e-02 eta: 2 days, 1:21:03 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 2.8927 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2307 loss: 5.2307 2022/06/25 10:53:13 - mmengine - INFO - Epoch(train) [1][3380/3757] lr: 1.000e-02 eta: 2 days, 1:20:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 3.1773 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3028 loss: 5.3028 2022/06/25 10:53:18 - mmengine - INFO - Epoch(train) [1][3400/3757] lr: 1.000e-02 eta: 2 days, 1:19:51 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 2.8128 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.6206 loss: 5.6206 2022/06/25 10:53:23 - mmengine - INFO - Epoch(train) [1][3420/3757] lr: 1.000e-02 eta: 2 days, 1:19:15 time: 0.268 data_time: 0.005 memory: 5036 grad_norm: 3.2692 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0764 loss: 5.0764 2022/06/25 10:53:28 - mmengine - INFO - Epoch(train) [1][3440/3757] lr: 1.000e-02 eta: 2 days, 1:18:58 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 2.7768 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4163 loss: 5.4163 2022/06/25 10:53:33 - mmengine - INFO - Epoch(train) [1][3460/3757] lr: 1.000e-02 eta: 2 days, 1:18:21 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.0044 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1745 loss: 5.1745 2022/06/25 10:53:39 - mmengine - INFO - Epoch(train) [1][3480/3757] lr: 1.000e-02 eta: 2 days, 1:17:54 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 2.8866 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3536 loss: 5.3536 2022/06/25 10:53:44 - mmengine - INFO - Epoch(train) [1][3500/3757] lr: 1.000e-02 eta: 2 days, 1:17:16 time: 0.275 data_time: 0.005 memory: 5036 grad_norm: 2.8145 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4400 loss: 5.4400 2022/06/25 10:53:49 - mmengine - INFO - Epoch(train) [1][3520/3757] lr: 1.000e-02 eta: 2 days, 1:17:24 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.0306 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3874 loss: 5.3874 2022/06/25 10:53:54 - mmengine - INFO - Epoch(train) [1][3540/3757] lr: 1.000e-02 eta: 2 days, 1:16:49 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.0710 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0602 loss: 5.0602 2022/06/25 10:53:59 - mmengine - INFO - Epoch(train) [1][3560/3757] lr: 1.000e-02 eta: 2 days, 1:16:20 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 2.9980 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9820 loss: 4.9820 2022/06/25 10:54:04 - mmengine - INFO - Epoch(train) [1][3580/3757] lr: 1.000e-02 eta: 2 days, 1:15:50 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 2.8935 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1957 loss: 5.1957 2022/06/25 10:54:10 - mmengine - INFO - Epoch(train) [1][3600/3757] lr: 1.000e-02 eta: 2 days, 1:16:05 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 2.6803 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2829 loss: 5.2829 2022/06/25 10:54:15 - mmengine - INFO - Epoch(train) [1][3620/3757] lr: 1.000e-02 eta: 2 days, 1:15:39 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 2.8514 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.3125 loss: 5.3125 2022/06/25 10:54:21 - mmengine - INFO - Epoch(train) [1][3640/3757] lr: 1.000e-02 eta: 2 days, 1:16:51 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.0448 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3797 loss: 5.3797 2022/06/25 10:54:26 - mmengine - INFO - Epoch(train) [1][3660/3757] lr: 1.000e-02 eta: 2 days, 1:16:24 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 2.9258 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2259 loss: 5.2259 2022/06/25 10:54:31 - mmengine - INFO - Epoch(train) [1][3680/3757] lr: 1.000e-02 eta: 2 days, 1:15:55 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 2.9200 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3667 loss: 5.3667 2022/06/25 10:54:36 - mmengine - INFO - Epoch(train) [1][3700/3757] lr: 1.000e-02 eta: 2 days, 1:15:17 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.0559 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4115 loss: 5.4115 2022/06/25 10:54:41 - mmengine - INFO - Epoch(train) [1][3720/3757] lr: 1.000e-02 eta: 2 days, 1:14:56 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 2.9850 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2894 loss: 5.2894 2022/06/25 10:54:47 - mmengine - INFO - Epoch(train) [1][3740/3757] lr: 1.000e-02 eta: 2 days, 1:15:50 time: 0.495 data_time: 0.002 memory: 5036 grad_norm: 3.0506 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.2704 loss: 5.2704 2022/06/25 10:54:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 10:54:51 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/06/25 10:55:05 - mmengine - INFO - Epoch(val) [1][20/310] eta: 0:01:51 time: 0.104 data_time: 0.002 memory: 5036 2022/06/25 10:55:10 - mmengine - INFO - Epoch(val) [1][40/310] eta: 0:01:30 time: 0.117 data_time: 0.010 memory: 1723 2022/06/25 10:55:15 - mmengine - INFO - Epoch(val) [1][60/310] eta: 0:00:26 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 10:55:19 - mmengine - INFO - Epoch(val) [1][80/310] eta: 0:00:27 time: 0.105 data_time: 0.002 memory: 1723 2022/06/25 10:55:26 - mmengine - INFO - Epoch(val) [1][100/310] eta: 0:01:00 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 10:55:31 - mmengine - INFO - Epoch(val) [1][120/310] eta: 0:01:09 time: 0.879 data_time: 0.778 memory: 1723 2022/06/25 10:55:36 - mmengine - INFO - Epoch(val) [1][140/310] eta: 0:00:33 time: 0.105 data_time: 0.002 memory: 1723 2022/06/25 10:55:41 - mmengine - INFO - Epoch(val) [1][160/310] eta: 0:00:30 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 10:55:46 - mmengine - INFO - Epoch(val) [1][180/310] eta: 0:00:29 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 10:55:52 - mmengine - INFO - Epoch(val) [1][200/310] eta: 0:00:39 time: 0.665 data_time: 0.553 memory: 1723 2022/06/25 10:55:57 - mmengine - INFO - Epoch(val) [1][220/310] eta: 0:00:22 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 10:56:01 - mmengine - INFO - Epoch(val) [1][240/310] eta: 0:00:15 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 10:56:07 - mmengine - INFO - Epoch(val) [1][260/310] eta: 0:00:13 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 10:56:13 - mmengine - INFO - Epoch(val) [1][280/310] eta: 0:00:10 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 10:56:15 - mmengine - INFO - Epoch(val) [1][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/25 10:56:17 - mmengine - INFO - Epoch(val) [1][310/310] acc/top1: 0.0306 acc/top5: 0.1050 acc/mean1: 0.0304 2022/06/25 10:56:27 - mmengine - INFO - Epoch(train) [2][20/3757] lr: 9.999e-03 eta: 2 days, 1:22:45 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 2.8680 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3180 loss: 5.3180 2022/06/25 10:56:32 - mmengine - INFO - Epoch(train) [2][40/3757] lr: 9.999e-03 eta: 2 days, 1:21:51 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 3.0003 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3563 loss: 5.3563 2022/06/25 10:56:38 - mmengine - INFO - Epoch(train) [2][60/3757] lr: 9.999e-03 eta: 2 days, 1:23:29 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 2.9098 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3452 loss: 5.3452 2022/06/25 10:56:43 - mmengine - INFO - Epoch(train) [2][80/3757] lr: 9.999e-03 eta: 2 days, 1:22:53 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.3611 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.0771 loss: 5.0771 2022/06/25 10:56:48 - mmengine - INFO - Epoch(train) [2][100/3757] lr: 9.999e-03 eta: 2 days, 1:23:16 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 2.7524 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.2771 loss: 5.2771 2022/06/25 10:56:54 - mmengine - INFO - Epoch(train) [2][120/3757] lr: 9.999e-03 eta: 2 days, 1:23:11 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 2.8232 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3611 loss: 5.3611 2022/06/25 10:56:59 - mmengine - INFO - Epoch(train) [2][140/3757] lr: 9.999e-03 eta: 2 days, 1:22:41 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.1299 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1728 loss: 5.1728 2022/06/25 10:57:04 - mmengine - INFO - Epoch(train) [2][160/3757] lr: 9.999e-03 eta: 2 days, 1:21:55 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 3.1720 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 5.2166 loss: 5.2166 2022/06/25 10:57:10 - mmengine - INFO - Epoch(train) [2][180/3757] lr: 9.999e-03 eta: 2 days, 1:22:36 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 2.6089 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3686 loss: 5.3686 2022/06/25 10:57:15 - mmengine - INFO - Epoch(train) [2][200/3757] lr: 9.999e-03 eta: 2 days, 1:22:19 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 2.7637 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.4116 loss: 5.4116 2022/06/25 10:57:20 - mmengine - INFO - Epoch(train) [2][220/3757] lr: 9.999e-03 eta: 2 days, 1:21:54 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 2.7922 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4025 loss: 5.4025 2022/06/25 10:57:25 - mmengine - INFO - Epoch(train) [2][240/3757] lr: 9.999e-03 eta: 2 days, 1:21:36 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 3.2859 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3778 loss: 5.3778 2022/06/25 10:57:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 10:57:30 - mmengine - INFO - Epoch(train) [2][260/3757] lr: 9.999e-03 eta: 2 days, 1:21:24 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 2.9181 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2220 loss: 5.2220 2022/06/25 10:57:36 - mmengine - INFO - Epoch(train) [2][280/3757] lr: 9.999e-03 eta: 2 days, 1:21:13 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.0666 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1256 loss: 5.1256 2022/06/25 10:57:41 - mmengine - INFO - Epoch(train) [2][300/3757] lr: 9.999e-03 eta: 2 days, 1:20:47 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.1260 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3703 loss: 5.3703 2022/06/25 10:57:46 - mmengine - INFO - Epoch(train) [2][320/3757] lr: 9.999e-03 eta: 2 days, 1:20:00 time: 0.244 data_time: 0.007 memory: 5036 grad_norm: 3.1730 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2510 loss: 5.2510 2022/06/25 10:57:51 - mmengine - INFO - Epoch(train) [2][340/3757] lr: 9.999e-03 eta: 2 days, 1:20:21 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 2.7863 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4432 loss: 5.4432 2022/06/25 10:57:57 - mmengine - INFO - Epoch(train) [2][360/3757] lr: 9.999e-03 eta: 2 days, 1:21:02 time: 0.312 data_time: 0.002 memory: 5036 grad_norm: 3.3408 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2338 loss: 5.2338 2022/06/25 10:58:02 - mmengine - INFO - Epoch(train) [2][380/3757] lr: 9.999e-03 eta: 2 days, 1:20:36 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.4395 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.3844 loss: 5.3844 2022/06/25 10:58:07 - mmengine - INFO - Epoch(train) [2][400/3757] lr: 9.999e-03 eta: 2 days, 1:19:49 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.1084 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1944 loss: 5.1944 2022/06/25 10:58:12 - mmengine - INFO - Epoch(train) [2][420/3757] lr: 9.999e-03 eta: 2 days, 1:19:34 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 2.9425 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2362 loss: 5.2362 2022/06/25 10:58:18 - mmengine - INFO - Epoch(train) [2][440/3757] lr: 9.999e-03 eta: 2 days, 1:19:52 time: 0.239 data_time: 0.002 memory: 5036 grad_norm: 3.1476 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1670 loss: 5.1670 2022/06/25 10:58:23 - mmengine - INFO - Epoch(train) [2][460/3757] lr: 9.999e-03 eta: 2 days, 1:19:17 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.0356 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1599 loss: 5.1599 2022/06/25 10:58:28 - mmengine - INFO - Epoch(train) [2][480/3757] lr: 9.999e-03 eta: 2 days, 1:19:37 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 3.0988 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.3666 loss: 5.3666 2022/06/25 10:58:34 - mmengine - INFO - Epoch(train) [2][500/3757] lr: 9.999e-03 eta: 2 days, 1:20:02 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.2169 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.2038 loss: 5.2038 2022/06/25 10:58:39 - mmengine - INFO - Epoch(train) [2][520/3757] lr: 9.999e-03 eta: 2 days, 1:20:24 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.1825 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.2379 loss: 5.2379 2022/06/25 10:58:44 - mmengine - INFO - Epoch(train) [2][540/3757] lr: 9.999e-03 eta: 2 days, 1:19:55 time: 0.249 data_time: 0.014 memory: 5036 grad_norm: 2.6927 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.2054 loss: 5.2054 2022/06/25 10:58:49 - mmengine - INFO - Epoch(train) [2][560/3757] lr: 9.999e-03 eta: 2 days, 1:19:18 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 2.7602 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3061 loss: 5.3061 2022/06/25 10:58:55 - mmengine - INFO - Epoch(train) [2][580/3757] lr: 9.999e-03 eta: 2 days, 1:18:56 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 2.6316 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1924 loss: 5.1924 2022/06/25 10:59:00 - mmengine - INFO - Epoch(train) [2][600/3757] lr: 9.999e-03 eta: 2 days, 1:19:04 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 2.8092 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.2556 loss: 5.2556 2022/06/25 10:59:05 - mmengine - INFO - Epoch(train) [2][620/3757] lr: 9.999e-03 eta: 2 days, 1:18:35 time: 0.249 data_time: 0.013 memory: 5036 grad_norm: 2.9554 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 5.4542 loss: 5.4542 2022/06/25 10:59:10 - mmengine - INFO - Epoch(train) [2][640/3757] lr: 9.999e-03 eta: 2 days, 1:18:15 time: 0.244 data_time: 0.007 memory: 5036 grad_norm: 3.0821 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1477 loss: 5.1477 2022/06/25 10:59:16 - mmengine - INFO - Epoch(train) [2][660/3757] lr: 9.999e-03 eta: 2 days, 1:18:43 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 3.1725 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1441 loss: 5.1441 2022/06/25 10:59:21 - mmengine - INFO - Epoch(train) [2][680/3757] lr: 9.999e-03 eta: 2 days, 1:18:58 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 2.9390 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2093 loss: 5.2093 2022/06/25 10:59:26 - mmengine - INFO - Epoch(train) [2][700/3757] lr: 9.999e-03 eta: 2 days, 1:18:29 time: 0.252 data_time: 0.014 memory: 5036 grad_norm: 3.0393 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3796 loss: 5.3796 2022/06/25 10:59:31 - mmengine - INFO - Epoch(train) [2][720/3757] lr: 9.999e-03 eta: 2 days, 1:18:10 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.0374 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2133 loss: 5.2133 2022/06/25 10:59:40 - mmengine - INFO - Epoch(train) [2][740/3757] lr: 9.999e-03 eta: 2 days, 1:25:05 time: 3.224 data_time: 0.002 memory: 5036 grad_norm: 3.2095 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 5.0785 loss: 5.0785 2022/06/25 10:59:45 - mmengine - INFO - Epoch(train) [2][760/3757] lr: 9.999e-03 eta: 2 days, 1:24:21 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 2.9690 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1008 loss: 5.1008 2022/06/25 10:59:50 - mmengine - INFO - Epoch(train) [2][780/3757] lr: 9.999e-03 eta: 2 days, 1:23:38 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 3.0993 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0912 loss: 5.0912 2022/06/25 10:59:55 - mmengine - INFO - Epoch(train) [2][800/3757] lr: 9.999e-03 eta: 2 days, 1:22:44 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 3.0720 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0261 loss: 5.0261 2022/06/25 11:00:00 - mmengine - INFO - Epoch(train) [2][820/3757] lr: 9.999e-03 eta: 2 days, 1:22:13 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.0929 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2437 loss: 5.2437 2022/06/25 11:00:05 - mmengine - INFO - Epoch(train) [2][840/3757] lr: 9.999e-03 eta: 2 days, 1:21:21 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 2.9255 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2434 loss: 5.2434 2022/06/25 11:00:10 - mmengine - INFO - Epoch(train) [2][860/3757] lr: 9.999e-03 eta: 2 days, 1:20:35 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.0907 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4427 loss: 5.4427 2022/06/25 11:00:15 - mmengine - INFO - Epoch(train) [2][880/3757] lr: 9.999e-03 eta: 2 days, 1:19:47 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.0014 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.2483 loss: 5.2483 2022/06/25 11:00:20 - mmengine - INFO - Epoch(train) [2][900/3757] lr: 9.999e-03 eta: 2 days, 1:19:26 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.1659 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2594 loss: 5.2594 2022/06/25 11:00:25 - mmengine - INFO - Epoch(train) [2][920/3757] lr: 9.999e-03 eta: 2 days, 1:18:36 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.2252 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2421 loss: 5.2421 2022/06/25 11:00:30 - mmengine - INFO - Epoch(train) [2][940/3757] lr: 9.999e-03 eta: 2 days, 1:17:51 time: 0.244 data_time: 0.010 memory: 5036 grad_norm: 2.9938 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3116 loss: 5.3116 2022/06/25 11:00:35 - mmengine - INFO - Epoch(train) [2][960/3757] lr: 9.999e-03 eta: 2 days, 1:17:07 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.8611 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.1943 loss: 5.1943 2022/06/25 11:00:40 - mmengine - INFO - Epoch(train) [2][980/3757] lr: 9.999e-03 eta: 2 days, 1:16:41 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 3.1390 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 5.2700 loss: 5.2700 2022/06/25 11:00:45 - mmengine - INFO - Epoch(train) [2][1000/3757] lr: 9.999e-03 eta: 2 days, 1:16:00 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.0160 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9415 loss: 4.9415 2022/06/25 11:00:50 - mmengine - INFO - Epoch(train) [2][1020/3757] lr: 9.999e-03 eta: 2 days, 1:15:26 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 3.2260 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2960 loss: 5.2960 2022/06/25 11:00:55 - mmengine - INFO - Epoch(train) [2][1040/3757] lr: 9.999e-03 eta: 2 days, 1:14:44 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.1583 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9136 loss: 4.9136 2022/06/25 11:01:00 - mmengine - INFO - Epoch(train) [2][1060/3757] lr: 9.999e-03 eta: 2 days, 1:14:27 time: 0.260 data_time: 0.025 memory: 5036 grad_norm: 2.9158 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.2975 loss: 5.2975 2022/06/25 11:01:05 - mmengine - INFO - Epoch(train) [2][1080/3757] lr: 9.999e-03 eta: 2 days, 1:13:51 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.1718 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1448 loss: 5.1448 2022/06/25 11:01:10 - mmengine - INFO - Epoch(train) [2][1100/3757] lr: 9.999e-03 eta: 2 days, 1:13:18 time: 0.258 data_time: 0.016 memory: 5036 grad_norm: 2.7297 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2015 loss: 5.2015 2022/06/25 11:01:16 - mmengine - INFO - Epoch(train) [2][1120/3757] lr: 9.999e-03 eta: 2 days, 1:12:47 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 2.7824 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.4120 loss: 5.4120 2022/06/25 11:01:21 - mmengine - INFO - Epoch(train) [2][1140/3757] lr: 9.999e-03 eta: 2 days, 1:12:44 time: 0.261 data_time: 0.027 memory: 5036 grad_norm: 3.0488 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8976 loss: 4.8976 2022/06/25 11:01:26 - mmengine - INFO - Epoch(train) [2][1160/3757] lr: 9.999e-03 eta: 2 days, 1:12:29 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.0227 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4923 loss: 5.4923 2022/06/25 11:01:32 - mmengine - INFO - Epoch(train) [2][1180/3757] lr: 9.999e-03 eta: 2 days, 1:13:10 time: 0.261 data_time: 0.019 memory: 5036 grad_norm: 3.0995 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.4205 loss: 5.4205 2022/06/25 11:01:37 - mmengine - INFO - Epoch(train) [2][1200/3757] lr: 9.999e-03 eta: 2 days, 1:12:53 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 2.8385 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1088 loss: 5.1088 2022/06/25 11:01:42 - mmengine - INFO - Epoch(train) [2][1220/3757] lr: 9.999e-03 eta: 2 days, 1:12:53 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.9878 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1664 loss: 5.1664 2022/06/25 11:01:47 - mmengine - INFO - Epoch(train) [2][1240/3757] lr: 9.999e-03 eta: 2 days, 1:12:21 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 3.0450 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 5.0368 loss: 5.0368 2022/06/25 11:01:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:01:53 - mmengine - INFO - Epoch(train) [2][1260/3757] lr: 9.999e-03 eta: 2 days, 1:12:21 time: 0.266 data_time: 0.020 memory: 5036 grad_norm: 3.1539 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9386 loss: 4.9386 2022/06/25 11:01:58 - mmengine - INFO - Epoch(train) [2][1280/3757] lr: 9.999e-03 eta: 2 days, 1:12:26 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.2682 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2514 loss: 5.2514 2022/06/25 11:02:03 - mmengine - INFO - Epoch(train) [2][1300/3757] lr: 9.999e-03 eta: 2 days, 1:12:03 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 3.2692 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0704 loss: 5.0704 2022/06/25 11:02:08 - mmengine - INFO - Epoch(train) [2][1320/3757] lr: 9.999e-03 eta: 2 days, 1:11:54 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 3.1066 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 5.3234 loss: 5.3234 2022/06/25 11:02:14 - mmengine - INFO - Epoch(train) [2][1340/3757] lr: 9.999e-03 eta: 2 days, 1:11:56 time: 0.259 data_time: 0.019 memory: 5036 grad_norm: 2.9492 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8705 loss: 4.8705 2022/06/25 11:02:20 - mmengine - INFO - Epoch(train) [2][1360/3757] lr: 9.999e-03 eta: 2 days, 1:13:38 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.4533 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1794 loss: 5.1794 2022/06/25 11:02:25 - mmengine - INFO - Epoch(train) [2][1380/3757] lr: 9.999e-03 eta: 2 days, 1:13:13 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.2519 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1797 loss: 5.1797 2022/06/25 11:02:30 - mmengine - INFO - Epoch(train) [2][1400/3757] lr: 9.999e-03 eta: 2 days, 1:12:42 time: 0.266 data_time: 0.026 memory: 5036 grad_norm: 3.5434 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 5.0586 loss: 5.0586 2022/06/25 11:02:35 - mmengine - INFO - Epoch(train) [2][1420/3757] lr: 9.999e-03 eta: 2 days, 1:12:16 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 3.5661 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1884 loss: 5.1884 2022/06/25 11:02:41 - mmengine - INFO - Epoch(train) [2][1440/3757] lr: 9.999e-03 eta: 2 days, 1:12:26 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.1152 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.1177 loss: 5.1177 2022/06/25 11:02:46 - mmengine - INFO - Epoch(train) [2][1460/3757] lr: 9.999e-03 eta: 2 days, 1:12:13 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.0529 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 5.0903 loss: 5.0903 2022/06/25 11:02:51 - mmengine - INFO - Epoch(train) [2][1480/3757] lr: 9.999e-03 eta: 2 days, 1:11:59 time: 0.273 data_time: 0.034 memory: 5036 grad_norm: 3.1257 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1384 loss: 5.1384 2022/06/25 11:02:56 - mmengine - INFO - Epoch(train) [2][1500/3757] lr: 9.999e-03 eta: 2 days, 1:11:33 time: 0.261 data_time: 0.025 memory: 5036 grad_norm: 3.0071 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1166 loss: 5.1166 2022/06/25 11:03:02 - mmengine - INFO - Epoch(train) [2][1520/3757] lr: 9.999e-03 eta: 2 days, 1:12:23 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.3076 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0775 loss: 5.0775 2022/06/25 11:03:07 - mmengine - INFO - Epoch(train) [2][1540/3757] lr: 9.999e-03 eta: 2 days, 1:11:59 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 3.0437 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 5.0363 loss: 5.0363 2022/06/25 11:03:12 - mmengine - INFO - Epoch(train) [2][1560/3757] lr: 9.999e-03 eta: 2 days, 1:11:32 time: 0.273 data_time: 0.031 memory: 5036 grad_norm: 2.9104 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2051 loss: 5.2051 2022/06/25 11:03:17 - mmengine - INFO - Epoch(train) [2][1580/3757] lr: 9.999e-03 eta: 2 days, 1:11:09 time: 0.251 data_time: 0.017 memory: 5036 grad_norm: 3.1430 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0448 loss: 5.0448 2022/06/25 11:03:22 - mmengine - INFO - Epoch(train) [2][1600/3757] lr: 9.999e-03 eta: 2 days, 1:11:00 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.0364 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1262 loss: 5.1262 2022/06/25 11:03:28 - mmengine - INFO - Epoch(train) [2][1620/3757] lr: 9.999e-03 eta: 2 days, 1:10:33 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.2579 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0758 loss: 5.0758 2022/06/25 11:03:33 - mmengine - INFO - Epoch(train) [2][1640/3757] lr: 9.999e-03 eta: 2 days, 1:10:06 time: 0.270 data_time: 0.024 memory: 5036 grad_norm: 3.6296 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9681 loss: 4.9681 2022/06/25 11:03:38 - mmengine - INFO - Epoch(train) [2][1660/3757] lr: 9.999e-03 eta: 2 days, 1:09:53 time: 0.273 data_time: 0.037 memory: 5036 grad_norm: 3.1423 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.1427 loss: 5.1427 2022/06/25 11:03:43 - mmengine - INFO - Epoch(train) [2][1680/3757] lr: 9.999e-03 eta: 2 days, 1:09:54 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 2.9832 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.3083 loss: 5.3083 2022/06/25 11:03:48 - mmengine - INFO - Epoch(train) [2][1700/3757] lr: 9.999e-03 eta: 2 days, 1:09:54 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 3.2718 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9946 loss: 4.9946 2022/06/25 11:03:54 - mmengine - INFO - Epoch(train) [2][1720/3757] lr: 9.999e-03 eta: 2 days, 1:10:09 time: 0.502 data_time: 0.019 memory: 5036 grad_norm: 3.0766 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9648 loss: 4.9648 2022/06/25 11:03:59 - mmengine - INFO - Epoch(train) [2][1740/3757] lr: 9.999e-03 eta: 2 days, 1:10:10 time: 0.260 data_time: 0.024 memory: 5036 grad_norm: 3.4354 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2509 loss: 5.2509 2022/06/25 11:04:04 - mmengine - INFO - Epoch(train) [2][1760/3757] lr: 9.999e-03 eta: 2 days, 1:09:44 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.7857 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0571 loss: 5.0571 2022/06/25 11:04:10 - mmengine - INFO - Epoch(train) [2][1780/3757] lr: 9.999e-03 eta: 2 days, 1:09:27 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 3.4077 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0189 loss: 5.0189 2022/06/25 11:04:15 - mmengine - INFO - Epoch(train) [2][1800/3757] lr: 9.999e-03 eta: 2 days, 1:09:29 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 3.0749 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0297 loss: 5.0297 2022/06/25 11:04:20 - mmengine - INFO - Epoch(train) [2][1820/3757] lr: 9.999e-03 eta: 2 days, 1:09:21 time: 0.261 data_time: 0.024 memory: 5036 grad_norm: 3.0780 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2470 loss: 5.2470 2022/06/25 11:04:25 - mmengine - INFO - Epoch(train) [2][1840/3757] lr: 9.999e-03 eta: 2 days, 1:08:55 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.0411 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2793 loss: 5.2793 2022/06/25 11:04:30 - mmengine - INFO - Epoch(train) [2][1860/3757] lr: 9.999e-03 eta: 2 days, 1:08:36 time: 0.268 data_time: 0.005 memory: 5036 grad_norm: 3.2565 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1563 loss: 5.1563 2022/06/25 11:04:36 - mmengine - INFO - Epoch(train) [2][1880/3757] lr: 9.999e-03 eta: 2 days, 1:08:11 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 3.0947 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1845 loss: 5.1845 2022/06/25 11:04:41 - mmengine - INFO - Epoch(train) [2][1900/3757] lr: 9.999e-03 eta: 2 days, 1:08:04 time: 0.249 data_time: 0.014 memory: 5036 grad_norm: 3.0691 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.0566 loss: 5.0566 2022/06/25 11:04:46 - mmengine - INFO - Epoch(train) [2][1920/3757] lr: 9.999e-03 eta: 2 days, 1:07:58 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.8634 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0472 loss: 5.0472 2022/06/25 11:04:51 - mmengine - INFO - Epoch(train) [2][1940/3757] lr: 9.999e-03 eta: 2 days, 1:08:04 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 2.9224 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1261 loss: 5.1261 2022/06/25 11:04:57 - mmengine - INFO - Epoch(train) [2][1960/3757] lr: 9.999e-03 eta: 2 days, 1:08:18 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.0428 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.1246 loss: 5.1246 2022/06/25 11:05:02 - mmengine - INFO - Epoch(train) [2][1980/3757] lr: 9.999e-03 eta: 2 days, 1:08:23 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 3.4855 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.4663 loss: 5.4663 2022/06/25 11:05:07 - mmengine - INFO - Epoch(train) [2][2000/3757] lr: 9.999e-03 eta: 2 days, 1:07:54 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 3.6674 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3623 loss: 5.3623 2022/06/25 11:05:13 - mmengine - INFO - Epoch(train) [2][2020/3757] lr: 9.999e-03 eta: 2 days, 1:07:47 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.0370 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 5.0981 loss: 5.0981 2022/06/25 11:05:18 - mmengine - INFO - Epoch(train) [2][2040/3757] lr: 9.999e-03 eta: 2 days, 1:07:37 time: 0.400 data_time: 0.002 memory: 5036 grad_norm: 3.0192 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1582 loss: 5.1582 2022/06/25 11:05:23 - mmengine - INFO - Epoch(train) [2][2060/3757] lr: 9.999e-03 eta: 2 days, 1:07:19 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 2.9683 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2437 loss: 5.2437 2022/06/25 11:05:28 - mmengine - INFO - Epoch(train) [2][2080/3757] lr: 9.999e-03 eta: 2 days, 1:07:00 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 3.0508 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0635 loss: 5.0635 2022/06/25 11:05:33 - mmengine - INFO - Epoch(train) [2][2100/3757] lr: 9.999e-03 eta: 2 days, 1:06:41 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.1299 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9813 loss: 4.9813 2022/06/25 11:05:39 - mmengine - INFO - Epoch(train) [2][2120/3757] lr: 9.999e-03 eta: 2 days, 1:07:04 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.3138 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 5.0349 loss: 5.0349 2022/06/25 11:05:44 - mmengine - INFO - Epoch(train) [2][2140/3757] lr: 9.999e-03 eta: 2 days, 1:06:45 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.0247 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1708 loss: 5.1708 2022/06/25 11:05:49 - mmengine - INFO - Epoch(train) [2][2160/3757] lr: 9.999e-03 eta: 2 days, 1:06:15 time: 0.271 data_time: 0.008 memory: 5036 grad_norm: 3.6424 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1183 loss: 5.1183 2022/06/25 11:05:54 - mmengine - INFO - Epoch(train) [2][2180/3757] lr: 9.999e-03 eta: 2 days, 1:05:59 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.2376 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.4403 loss: 5.4403 2022/06/25 11:06:00 - mmengine - INFO - Epoch(train) [2][2200/3757] lr: 9.999e-03 eta: 2 days, 1:07:12 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.8603 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1915 loss: 5.1915 2022/06/25 11:06:05 - mmengine - INFO - Epoch(train) [2][2220/3757] lr: 9.999e-03 eta: 2 days, 1:06:53 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 2.9845 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9676 loss: 4.9676 2022/06/25 11:06:10 - mmengine - INFO - Epoch(train) [2][2240/3757] lr: 9.999e-03 eta: 2 days, 1:06:25 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 3.1515 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2512 loss: 5.2512 2022/06/25 11:06:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:06:16 - mmengine - INFO - Epoch(train) [2][2260/3757] lr: 9.999e-03 eta: 2 days, 1:06:10 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 3.0610 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1479 loss: 5.1479 2022/06/25 11:06:21 - mmengine - INFO - Epoch(train) [2][2280/3757] lr: 9.999e-03 eta: 2 days, 1:05:57 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 2.9606 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1851 loss: 5.1851 2022/06/25 11:06:26 - mmengine - INFO - Epoch(train) [2][2300/3757] lr: 9.999e-03 eta: 2 days, 1:05:33 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 2.7223 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1165 loss: 5.1165 2022/06/25 11:06:31 - mmengine - INFO - Epoch(train) [2][2320/3757] lr: 9.999e-03 eta: 2 days, 1:05:06 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.3582 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.9953 loss: 4.9953 2022/06/25 11:06:36 - mmengine - INFO - Epoch(train) [2][2340/3757] lr: 9.999e-03 eta: 2 days, 1:04:57 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.1837 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8740 loss: 4.8740 2022/06/25 11:06:41 - mmengine - INFO - Epoch(train) [2][2360/3757] lr: 9.999e-03 eta: 2 days, 1:04:39 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.3142 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.1188 loss: 5.1188 2022/06/25 11:06:46 - mmengine - INFO - Epoch(train) [2][2380/3757] lr: 9.999e-03 eta: 2 days, 1:04:13 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.2077 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9107 loss: 4.9107 2022/06/25 11:06:52 - mmengine - INFO - Epoch(train) [2][2400/3757] lr: 9.999e-03 eta: 2 days, 1:03:48 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.0456 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8483 loss: 4.8483 2022/06/25 11:06:57 - mmengine - INFO - Epoch(train) [2][2420/3757] lr: 9.999e-03 eta: 2 days, 1:03:38 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 3.3791 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9715 loss: 4.9715 2022/06/25 11:07:02 - mmengine - INFO - Epoch(train) [2][2440/3757] lr: 9.999e-03 eta: 2 days, 1:03:35 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.0087 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9437 loss: 4.9437 2022/06/25 11:07:07 - mmengine - INFO - Epoch(train) [2][2460/3757] lr: 9.999e-03 eta: 2 days, 1:03:20 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.1686 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2615 loss: 5.2615 2022/06/25 11:07:12 - mmengine - INFO - Epoch(train) [2][2480/3757] lr: 9.999e-03 eta: 2 days, 1:02:57 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 2.9537 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2924 loss: 5.2924 2022/06/25 11:07:18 - mmengine - INFO - Epoch(train) [2][2500/3757] lr: 9.999e-03 eta: 2 days, 1:03:06 time: 0.283 data_time: 0.002 memory: 5036 grad_norm: 2.9563 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1185 loss: 5.1185 2022/06/25 11:07:23 - mmengine - INFO - Epoch(train) [2][2520/3757] lr: 9.999e-03 eta: 2 days, 1:02:47 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.6322 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2139 loss: 5.2139 2022/06/25 11:07:28 - mmengine - INFO - Epoch(train) [2][2540/3757] lr: 9.999e-03 eta: 2 days, 1:03:05 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.9907 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0615 loss: 5.0615 2022/06/25 11:07:34 - mmengine - INFO - Epoch(train) [2][2560/3757] lr: 9.999e-03 eta: 2 days, 1:03:09 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 2.9744 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 5.0085 loss: 5.0085 2022/06/25 11:07:40 - mmengine - INFO - Epoch(train) [2][2580/3757] lr: 9.999e-03 eta: 2 days, 1:04:06 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.2874 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2119 loss: 5.2119 2022/06/25 11:07:45 - mmengine - INFO - Epoch(train) [2][2600/3757] lr: 9.999e-03 eta: 2 days, 1:03:46 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 3.4929 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0112 loss: 5.0112 2022/06/25 11:07:50 - mmengine - INFO - Epoch(train) [2][2620/3757] lr: 9.999e-03 eta: 2 days, 1:03:26 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.2734 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3190 loss: 5.3190 2022/06/25 11:07:55 - mmengine - INFO - Epoch(train) [2][2640/3757] lr: 9.999e-03 eta: 2 days, 1:03:00 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 2.9587 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1967 loss: 5.1967 2022/06/25 11:08:00 - mmengine - INFO - Epoch(train) [2][2660/3757] lr: 9.999e-03 eta: 2 days, 1:03:00 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 2.9710 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0598 loss: 5.0598 2022/06/25 11:08:05 - mmengine - INFO - Epoch(train) [2][2680/3757] lr: 9.999e-03 eta: 2 days, 1:02:34 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.1323 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0948 loss: 5.0948 2022/06/25 11:08:10 - mmengine - INFO - Epoch(train) [2][2700/3757] lr: 9.999e-03 eta: 2 days, 1:02:15 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 3.5033 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1276 loss: 5.1276 2022/06/25 11:08:16 - mmengine - INFO - Epoch(train) [2][2720/3757] lr: 9.999e-03 eta: 2 days, 1:01:48 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 3.2783 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.1903 loss: 5.1903 2022/06/25 11:08:21 - mmengine - INFO - Epoch(train) [2][2740/3757] lr: 9.999e-03 eta: 2 days, 1:02:25 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.2399 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9077 loss: 4.9077 2022/06/25 11:08:26 - mmengine - INFO - Epoch(train) [2][2760/3757] lr: 9.999e-03 eta: 2 days, 1:02:04 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.0723 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7776 loss: 4.7776 2022/06/25 11:08:31 - mmengine - INFO - Epoch(train) [2][2780/3757] lr: 9.999e-03 eta: 2 days, 1:01:41 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.2730 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1075 loss: 5.1075 2022/06/25 11:08:36 - mmengine - INFO - Epoch(train) [2][2800/3757] lr: 9.999e-03 eta: 2 days, 1:01:12 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.1520 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0288 loss: 5.0288 2022/06/25 11:08:42 - mmengine - INFO - Epoch(train) [2][2820/3757] lr: 9.999e-03 eta: 2 days, 1:01:57 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 4.1903 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2002 loss: 5.2002 2022/06/25 11:08:47 - mmengine - INFO - Epoch(train) [2][2840/3757] lr: 9.999e-03 eta: 2 days, 1:01:35 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.5162 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1197 loss: 5.1197 2022/06/25 11:08:53 - mmengine - INFO - Epoch(train) [2][2860/3757] lr: 9.999e-03 eta: 2 days, 1:01:17 time: 0.253 data_time: 0.019 memory: 5036 grad_norm: 3.4886 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0487 loss: 5.0487 2022/06/25 11:08:58 - mmengine - INFO - Epoch(train) [2][2880/3757] lr: 9.999e-03 eta: 2 days, 1:00:54 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 3.1935 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0776 loss: 5.0776 2022/06/25 11:09:03 - mmengine - INFO - Epoch(train) [2][2900/3757] lr: 9.999e-03 eta: 2 days, 1:01:18 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.2820 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.1771 loss: 5.1771 2022/06/25 11:09:08 - mmengine - INFO - Epoch(train) [2][2920/3757] lr: 9.999e-03 eta: 2 days, 1:00:55 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.0067 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2297 loss: 5.2297 2022/06/25 11:09:13 - mmengine - INFO - Epoch(train) [2][2940/3757] lr: 9.999e-03 eta: 2 days, 1:00:33 time: 0.247 data_time: 0.013 memory: 5036 grad_norm: 3.1778 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1983 loss: 5.1983 2022/06/25 11:09:19 - mmengine - INFO - Epoch(train) [2][2960/3757] lr: 9.999e-03 eta: 2 days, 1:00:36 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.4135 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3316 loss: 5.3316 2022/06/25 11:09:24 - mmengine - INFO - Epoch(train) [2][2980/3757] lr: 9.999e-03 eta: 2 days, 1:00:11 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 3.1884 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9835 loss: 4.9835 2022/06/25 11:09:29 - mmengine - INFO - Epoch(train) [2][3000/3757] lr: 9.999e-03 eta: 2 days, 0:59:54 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 3.1557 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2768 loss: 5.2768 2022/06/25 11:09:34 - mmengine - INFO - Epoch(train) [2][3020/3757] lr: 9.999e-03 eta: 2 days, 0:59:31 time: 0.244 data_time: 0.009 memory: 5036 grad_norm: 2.9282 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.0166 loss: 5.0166 2022/06/25 11:09:39 - mmengine - INFO - Epoch(train) [2][3040/3757] lr: 9.999e-03 eta: 2 days, 0:59:43 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.3851 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0856 loss: 5.0856 2022/06/25 11:09:45 - mmengine - INFO - Epoch(train) [2][3060/3757] lr: 9.999e-03 eta: 2 days, 0:59:21 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.0351 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.1259 loss: 5.1259 2022/06/25 11:09:50 - mmengine - INFO - Epoch(train) [2][3080/3757] lr: 9.999e-03 eta: 2 days, 0:59:02 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 2.9072 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9290 loss: 4.9290 2022/06/25 11:09:55 - mmengine - INFO - Epoch(train) [2][3100/3757] lr: 9.999e-03 eta: 2 days, 0:58:40 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 3.1568 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9829 loss: 4.9829 2022/06/25 11:10:00 - mmengine - INFO - Epoch(train) [2][3120/3757] lr: 9.999e-03 eta: 2 days, 0:58:55 time: 0.237 data_time: 0.002 memory: 5036 grad_norm: 3.1585 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0055 loss: 5.0055 2022/06/25 11:10:06 - mmengine - INFO - Epoch(train) [2][3140/3757] lr: 9.999e-03 eta: 2 days, 0:58:51 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.3441 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.8851 loss: 4.8851 2022/06/25 11:10:11 - mmengine - INFO - Epoch(train) [2][3160/3757] lr: 9.999e-03 eta: 2 days, 0:58:44 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 2.9372 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 5.1204 loss: 5.1204 2022/06/25 11:10:16 - mmengine - INFO - Epoch(train) [2][3180/3757] lr: 9.999e-03 eta: 2 days, 0:58:51 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 3.4815 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2441 loss: 5.2441 2022/06/25 11:10:22 - mmengine - INFO - Epoch(train) [2][3200/3757] lr: 9.999e-03 eta: 2 days, 0:59:19 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.3817 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0522 loss: 5.0522 2022/06/25 11:10:27 - mmengine - INFO - Epoch(train) [2][3220/3757] lr: 9.999e-03 eta: 2 days, 0:59:00 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.1389 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9273 loss: 4.9273 2022/06/25 11:10:32 - mmengine - INFO - Epoch(train) [2][3240/3757] lr: 9.999e-03 eta: 2 days, 0:59:06 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.0057 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.9922 loss: 4.9922 2022/06/25 11:10:33 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:10:37 - mmengine - INFO - Epoch(train) [2][3260/3757] lr: 9.999e-03 eta: 2 days, 0:58:45 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.2374 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.9801 loss: 4.9801 2022/06/25 11:10:43 - mmengine - INFO - Epoch(train) [2][3280/3757] lr: 9.999e-03 eta: 2 days, 0:58:30 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 3.0929 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.0125 loss: 5.0125 2022/06/25 11:10:48 - mmengine - INFO - Epoch(train) [2][3300/3757] lr: 9.999e-03 eta: 2 days, 0:58:28 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.1094 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0808 loss: 5.0808 2022/06/25 11:10:53 - mmengine - INFO - Epoch(train) [2][3320/3757] lr: 9.999e-03 eta: 2 days, 0:58:13 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.0878 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0471 loss: 5.0471 2022/06/25 11:10:59 - mmengine - INFO - Epoch(train) [2][3340/3757] lr: 9.999e-03 eta: 2 days, 0:58:39 time: 0.615 data_time: 0.002 memory: 5036 grad_norm: 3.2813 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.9337 loss: 4.9337 2022/06/25 11:11:04 - mmengine - INFO - Epoch(train) [2][3360/3757] lr: 9.999e-03 eta: 2 days, 0:58:21 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 3.5000 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3710 loss: 5.3710 2022/06/25 11:11:09 - mmengine - INFO - Epoch(train) [2][3380/3757] lr: 9.999e-03 eta: 2 days, 0:58:04 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.0974 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7939 loss: 4.7939 2022/06/25 11:11:14 - mmengine - INFO - Epoch(train) [2][3400/3757] lr: 9.999e-03 eta: 2 days, 0:57:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 3.1653 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1907 loss: 5.1907 2022/06/25 11:11:19 - mmengine - INFO - Epoch(train) [2][3420/3757] lr: 9.999e-03 eta: 2 days, 0:57:43 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 3.1134 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.3647 loss: 5.3647 2022/06/25 11:11:25 - mmengine - INFO - Epoch(train) [2][3440/3757] lr: 9.999e-03 eta: 2 days, 0:57:26 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.1252 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0898 loss: 5.0898 2022/06/25 11:11:30 - mmengine - INFO - Epoch(train) [2][3460/3757] lr: 9.999e-03 eta: 2 days, 0:57:05 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.1335 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2378 loss: 5.2378 2022/06/25 11:11:35 - mmengine - INFO - Epoch(train) [2][3480/3757] lr: 9.999e-03 eta: 2 days, 0:56:45 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.3362 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2020 loss: 5.2020 2022/06/25 11:11:40 - mmengine - INFO - Epoch(train) [2][3500/3757] lr: 9.999e-03 eta: 2 days, 0:56:53 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.4512 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0275 loss: 5.0275 2022/06/25 11:11:45 - mmengine - INFO - Epoch(train) [2][3520/3757] lr: 9.999e-03 eta: 2 days, 0:56:37 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.0798 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1784 loss: 5.1784 2022/06/25 11:11:50 - mmengine - INFO - Epoch(train) [2][3540/3757] lr: 9.999e-03 eta: 2 days, 0:56:19 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.2586 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2591 loss: 5.2591 2022/06/25 11:11:56 - mmengine - INFO - Epoch(train) [2][3560/3757] lr: 9.999e-03 eta: 2 days, 0:56:00 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 3.5153 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9375 loss: 4.9375 2022/06/25 11:12:03 - mmengine - INFO - Epoch(train) [2][3580/3757] lr: 9.999e-03 eta: 2 days, 0:59:58 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.4245 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.8372 loss: 4.8372 2022/06/25 11:12:09 - mmengine - INFO - Epoch(train) [2][3600/3757] lr: 9.999e-03 eta: 2 days, 0:59:34 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.3742 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0823 loss: 5.0823 2022/06/25 11:12:14 - mmengine - INFO - Epoch(train) [2][3620/3757] lr: 9.999e-03 eta: 2 days, 0:59:05 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 3.2281 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0757 loss: 5.0757 2022/06/25 11:12:19 - mmengine - INFO - Epoch(train) [2][3640/3757] lr: 9.999e-03 eta: 2 days, 0:58:34 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 3.0188 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.1293 loss: 5.1293 2022/06/25 11:12:24 - mmengine - INFO - Epoch(train) [2][3660/3757] lr: 9.999e-03 eta: 2 days, 0:58:02 time: 0.241 data_time: 0.006 memory: 5036 grad_norm: 3.3956 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7900 loss: 4.7900 2022/06/25 11:12:29 - mmengine - INFO - Epoch(train) [2][3680/3757] lr: 9.999e-03 eta: 2 days, 0:57:42 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 3.0809 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2351 loss: 5.2351 2022/06/25 11:12:34 - mmengine - INFO - Epoch(train) [2][3700/3757] lr: 9.999e-03 eta: 2 days, 0:57:11 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 3.4751 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2635 loss: 5.2635 2022/06/25 11:12:39 - mmengine - INFO - Epoch(train) [2][3720/3757] lr: 9.999e-03 eta: 2 days, 0:57:07 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.0523 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1115 loss: 5.1115 2022/06/25 11:12:44 - mmengine - INFO - Epoch(train) [2][3740/3757] lr: 9.999e-03 eta: 2 days, 0:56:30 time: 0.234 data_time: 0.002 memory: 5036 grad_norm: 3.5942 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0093 loss: 5.0093 2022/06/25 11:12:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:12:48 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/06/25 11:13:01 - mmengine - INFO - Epoch(val) [2][20/310] eta: 0:01:43 time: 0.105 data_time: 0.004 memory: 5036 2022/06/25 11:13:05 - mmengine - INFO - Epoch(val) [2][40/310] eta: 0:01:28 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 11:13:10 - mmengine - INFO - Epoch(val) [2][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:13:14 - mmengine - INFO - Epoch(val) [2][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 11:13:22 - mmengine - INFO - Epoch(val) [2][100/310] eta: 0:01:13 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:13:26 - mmengine - INFO - Epoch(val) [2][120/310] eta: 0:01:10 time: 0.106 data_time: 0.005 memory: 1723 2022/06/25 11:13:31 - mmengine - INFO - Epoch(val) [2][140/310] eta: 0:00:27 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:13:36 - mmengine - INFO - Epoch(val) [2][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:13:42 - mmengine - INFO - Epoch(val) [2][180/310] eta: 0:00:43 time: 0.110 data_time: 0.001 memory: 1723 2022/06/25 11:13:47 - mmengine - INFO - Epoch(val) [2][200/310] eta: 0:00:38 time: 0.108 data_time: 0.007 memory: 1723 2022/06/25 11:13:52 - mmengine - INFO - Epoch(val) [2][220/310] eta: 0:00:12 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 11:13:56 - mmengine - INFO - Epoch(val) [2][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:14:04 - mmengine - INFO - Epoch(val) [2][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:14:08 - mmengine - INFO - Epoch(val) [2][280/310] eta: 0:00:08 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 11:14:10 - mmengine - INFO - Epoch(val) [2][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 11:14:12 - mmengine - INFO - Epoch(val) [2][310/310] acc/top1: 0.0603 acc/top5: 0.1779 acc/mean1: 0.0601 2022/06/25 11:14:22 - mmengine - INFO - Epoch(train) [3][20/3757] lr: 9.997e-03 eta: 2 days, 0:59:48 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.2358 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1264 loss: 5.1264 2022/06/25 11:14:27 - mmengine - INFO - Epoch(train) [3][40/3757] lr: 9.997e-03 eta: 2 days, 1:00:00 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.0574 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7931 loss: 4.7931 2022/06/25 11:14:33 - mmengine - INFO - Epoch(train) [3][60/3757] lr: 9.997e-03 eta: 2 days, 1:00:01 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 3.3317 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8701 loss: 4.8701 2022/06/25 11:14:38 - mmengine - INFO - Epoch(train) [3][80/3757] lr: 9.997e-03 eta: 2 days, 0:59:35 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.2387 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0423 loss: 5.0423 2022/06/25 11:14:43 - mmengine - INFO - Epoch(train) [3][100/3757] lr: 9.997e-03 eta: 2 days, 0:59:22 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.2508 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.8077 loss: 4.8077 2022/06/25 11:14:48 - mmengine - INFO - Epoch(train) [3][120/3757] lr: 9.997e-03 eta: 2 days, 0:58:54 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.8343 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0508 loss: 5.0508 2022/06/25 11:14:53 - mmengine - INFO - Epoch(train) [3][140/3757] lr: 9.997e-03 eta: 2 days, 0:59:00 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 3.1967 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8589 loss: 4.8589 2022/06/25 11:14:59 - mmengine - INFO - Epoch(train) [3][160/3757] lr: 9.997e-03 eta: 2 days, 0:58:52 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 3.5478 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0616 loss: 5.0616 2022/06/25 11:15:04 - mmengine - INFO - Epoch(train) [3][180/3757] lr: 9.997e-03 eta: 2 days, 0:59:21 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.0356 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0160 loss: 5.0160 2022/06/25 11:15:10 - mmengine - INFO - Epoch(train) [3][200/3757] lr: 9.997e-03 eta: 2 days, 0:59:29 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.0507 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1521 loss: 5.1521 2022/06/25 11:15:15 - mmengine - INFO - Epoch(train) [3][220/3757] lr: 9.997e-03 eta: 2 days, 0:59:05 time: 0.242 data_time: 0.008 memory: 5036 grad_norm: 3.6842 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9023 loss: 4.9023 2022/06/25 11:15:20 - mmengine - INFO - Epoch(train) [3][240/3757] lr: 9.997e-03 eta: 2 days, 0:58:38 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.6057 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.2147 loss: 5.2147 2022/06/25 11:15:25 - mmengine - INFO - Epoch(train) [3][260/3757] lr: 9.997e-03 eta: 2 days, 0:58:22 time: 0.276 data_time: 0.005 memory: 5036 grad_norm: 3.4726 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9403 loss: 4.9403 2022/06/25 11:15:30 - mmengine - INFO - Epoch(train) [3][280/3757] lr: 9.997e-03 eta: 2 days, 0:58:00 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.0769 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0427 loss: 5.0427 2022/06/25 11:15:35 - mmengine - INFO - Epoch(train) [3][300/3757] lr: 9.997e-03 eta: 2 days, 0:57:55 time: 0.244 data_time: 0.011 memory: 5036 grad_norm: 3.2778 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0999 loss: 5.0999 2022/06/25 11:15:41 - mmengine - INFO - Epoch(train) [3][320/3757] lr: 9.997e-03 eta: 2 days, 0:57:55 time: 0.239 data_time: 0.003 memory: 5036 grad_norm: 3.2578 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0805 loss: 5.0805 2022/06/25 11:15:46 - mmengine - INFO - Epoch(train) [3][340/3757] lr: 9.997e-03 eta: 2 days, 0:57:54 time: 0.318 data_time: 0.011 memory: 5036 grad_norm: 3.2146 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 5.0990 loss: 5.0990 2022/06/25 11:15:51 - mmengine - INFO - Epoch(train) [3][360/3757] lr: 9.997e-03 eta: 2 days, 0:57:29 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.1349 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0259 loss: 5.0259 2022/06/25 11:15:56 - mmengine - INFO - Epoch(train) [3][380/3757] lr: 9.997e-03 eta: 2 days, 0:57:46 time: 0.243 data_time: 0.009 memory: 5036 grad_norm: 3.5241 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.7657 loss: 4.7657 2022/06/25 11:16:02 - mmengine - INFO - Epoch(train) [3][400/3757] lr: 9.997e-03 eta: 2 days, 0:57:49 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.1844 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8064 loss: 4.8064 2022/06/25 11:16:07 - mmengine - INFO - Epoch(train) [3][420/3757] lr: 9.997e-03 eta: 2 days, 0:57:53 time: 0.265 data_time: 0.011 memory: 5036 grad_norm: 3.0753 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9545 loss: 4.9545 2022/06/25 11:16:12 - mmengine - INFO - Epoch(train) [3][440/3757] lr: 9.997e-03 eta: 2 days, 0:57:33 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 3.2126 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.8922 loss: 4.8922 2022/06/25 11:16:17 - mmengine - INFO - Epoch(train) [3][460/3757] lr: 9.997e-03 eta: 2 days, 0:57:09 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 3.3139 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9940 loss: 4.9940 2022/06/25 11:16:23 - mmengine - INFO - Epoch(train) [3][480/3757] lr: 9.997e-03 eta: 2 days, 0:57:06 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.2801 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8773 loss: 4.8773 2022/06/25 11:16:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:16:28 - mmengine - INFO - Epoch(train) [3][500/3757] lr: 9.997e-03 eta: 2 days, 0:57:06 time: 0.269 data_time: 0.008 memory: 5036 grad_norm: 3.1363 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7884 loss: 4.7884 2022/06/25 11:16:33 - mmengine - INFO - Epoch(train) [3][520/3757] lr: 9.997e-03 eta: 2 days, 0:56:50 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.3186 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0941 loss: 5.0941 2022/06/25 11:16:38 - mmengine - INFO - Epoch(train) [3][540/3757] lr: 9.997e-03 eta: 2 days, 0:56:32 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.0362 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0387 loss: 5.0387 2022/06/25 11:16:44 - mmengine - INFO - Epoch(train) [3][560/3757] lr: 9.997e-03 eta: 2 days, 0:56:27 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.8393 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7864 loss: 4.7864 2022/06/25 11:16:49 - mmengine - INFO - Epoch(train) [3][580/3757] lr: 9.997e-03 eta: 2 days, 0:56:57 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 3.7217 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7812 loss: 4.7812 2022/06/25 11:16:55 - mmengine - INFO - Epoch(train) [3][600/3757] lr: 9.997e-03 eta: 2 days, 0:56:58 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 3.1209 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.8309 loss: 4.8309 2022/06/25 11:17:00 - mmengine - INFO - Epoch(train) [3][620/3757] lr: 9.997e-03 eta: 2 days, 0:57:13 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.5010 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8136 loss: 4.8136 2022/06/25 11:17:05 - mmengine - INFO - Epoch(train) [3][640/3757] lr: 9.997e-03 eta: 2 days, 0:56:54 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.5648 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8880 loss: 4.8880 2022/06/25 11:17:10 - mmengine - INFO - Epoch(train) [3][660/3757] lr: 9.997e-03 eta: 2 days, 0:56:43 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 3.5769 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.2316 loss: 5.2316 2022/06/25 11:17:16 - mmengine - INFO - Epoch(train) [3][680/3757] lr: 9.997e-03 eta: 2 days, 0:56:26 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.6251 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9424 loss: 4.9424 2022/06/25 11:17:21 - mmengine - INFO - Epoch(train) [3][700/3757] lr: 9.997e-03 eta: 2 days, 0:56:09 time: 0.253 data_time: 0.016 memory: 5036 grad_norm: 3.6536 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7670 loss: 4.7670 2022/06/25 11:17:26 - mmengine - INFO - Epoch(train) [3][720/3757] lr: 9.997e-03 eta: 2 days, 0:56:10 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.1849 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6541 loss: 4.6541 2022/06/25 11:17:32 - mmengine - INFO - Epoch(train) [3][740/3757] lr: 9.997e-03 eta: 2 days, 0:56:27 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 2.9930 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7782 loss: 4.7782 2022/06/25 11:17:37 - mmengine - INFO - Epoch(train) [3][760/3757] lr: 9.997e-03 eta: 2 days, 0:56:27 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.3581 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8222 loss: 4.8222 2022/06/25 11:17:43 - mmengine - INFO - Epoch(train) [3][780/3757] lr: 9.997e-03 eta: 2 days, 0:56:57 time: 0.275 data_time: 0.028 memory: 5036 grad_norm: 3.5425 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8210 loss: 4.8210 2022/06/25 11:17:48 - mmengine - INFO - Epoch(train) [3][800/3757] lr: 9.997e-03 eta: 2 days, 0:56:40 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.0382 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8577 loss: 4.8577 2022/06/25 11:17:53 - mmengine - INFO - Epoch(train) [3][820/3757] lr: 9.997e-03 eta: 2 days, 0:56:21 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.1844 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5233 loss: 4.5233 2022/06/25 11:17:58 - mmengine - INFO - Epoch(train) [3][840/3757] lr: 9.997e-03 eta: 2 days, 0:55:58 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.4395 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0532 loss: 5.0532 2022/06/25 11:18:03 - mmengine - INFO - Epoch(train) [3][860/3757] lr: 9.997e-03 eta: 2 days, 0:55:46 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 3.5917 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.0914 loss: 5.0914 2022/06/25 11:18:08 - mmengine - INFO - Epoch(train) [3][880/3757] lr: 9.997e-03 eta: 2 days, 0:55:22 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.3581 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.9279 loss: 4.9279 2022/06/25 11:18:13 - mmengine - INFO - Epoch(train) [3][900/3757] lr: 9.997e-03 eta: 2 days, 0:55:02 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.3685 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0137 loss: 5.0137 2022/06/25 11:18:19 - mmengine - INFO - Epoch(train) [3][920/3757] lr: 9.997e-03 eta: 2 days, 0:55:02 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.0454 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2788 loss: 5.2788 2022/06/25 11:18:24 - mmengine - INFO - Epoch(train) [3][940/3757] lr: 9.997e-03 eta: 2 days, 0:55:02 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.1682 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0302 loss: 5.0302 2022/06/25 11:18:29 - mmengine - INFO - Epoch(train) [3][960/3757] lr: 9.997e-03 eta: 2 days, 0:54:59 time: 0.273 data_time: 0.032 memory: 5036 grad_norm: 3.4200 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9073 loss: 4.9073 2022/06/25 11:18:35 - mmengine - INFO - Epoch(train) [3][980/3757] lr: 9.997e-03 eta: 2 days, 0:55:22 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.4763 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1267 loss: 5.1267 2022/06/25 11:18:40 - mmengine - INFO - Epoch(train) [3][1000/3757] lr: 9.997e-03 eta: 2 days, 0:55:02 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.3633 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7141 loss: 4.7141 2022/06/25 11:18:45 - mmengine - INFO - Epoch(train) [3][1020/3757] lr: 9.997e-03 eta: 2 days, 0:54:50 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.2894 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9542 loss: 4.9542 2022/06/25 11:18:51 - mmengine - INFO - Epoch(train) [3][1040/3757] lr: 9.997e-03 eta: 2 days, 0:54:58 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 3.1626 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1061 loss: 5.1061 2022/06/25 11:18:56 - mmengine - INFO - Epoch(train) [3][1060/3757] lr: 9.997e-03 eta: 2 days, 0:54:49 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.6601 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9708 loss: 4.9708 2022/06/25 11:19:01 - mmengine - INFO - Epoch(train) [3][1080/3757] lr: 9.997e-03 eta: 2 days, 0:54:47 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.1938 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.3215 loss: 5.3215 2022/06/25 11:19:06 - mmengine - INFO - Epoch(train) [3][1100/3757] lr: 9.997e-03 eta: 2 days, 0:54:32 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 3.3791 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.6509 loss: 4.6509 2022/06/25 11:19:11 - mmengine - INFO - Epoch(train) [3][1120/3757] lr: 9.997e-03 eta: 2 days, 0:54:08 time: 0.249 data_time: 0.015 memory: 5036 grad_norm: 3.1651 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7908 loss: 4.7908 2022/06/25 11:19:17 - mmengine - INFO - Epoch(train) [3][1140/3757] lr: 9.997e-03 eta: 2 days, 0:54:12 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 3.1760 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7878 loss: 4.7878 2022/06/25 11:19:22 - mmengine - INFO - Epoch(train) [3][1160/3757] lr: 9.997e-03 eta: 2 days, 0:53:57 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 3.2876 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9362 loss: 4.9362 2022/06/25 11:19:27 - mmengine - INFO - Epoch(train) [3][1180/3757] lr: 9.997e-03 eta: 2 days, 0:53:38 time: 0.257 data_time: 0.016 memory: 5036 grad_norm: 3.3124 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8786 loss: 4.8786 2022/06/25 11:19:32 - mmengine - INFO - Epoch(train) [3][1200/3757] lr: 9.997e-03 eta: 2 days, 0:53:25 time: 0.243 data_time: 0.007 memory: 5036 grad_norm: 3.1314 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8618 loss: 4.8618 2022/06/25 11:19:37 - mmengine - INFO - Epoch(train) [3][1220/3757] lr: 9.997e-03 eta: 2 days, 0:53:07 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.2475 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7839 loss: 4.7839 2022/06/25 11:19:42 - mmengine - INFO - Epoch(train) [3][1240/3757] lr: 9.997e-03 eta: 2 days, 0:52:45 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.5491 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.8605 loss: 4.8605 2022/06/25 11:19:48 - mmengine - INFO - Epoch(train) [3][1260/3757] lr: 9.997e-03 eta: 2 days, 0:52:43 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 3.4533 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9598 loss: 4.9598 2022/06/25 11:19:53 - mmengine - INFO - Epoch(train) [3][1280/3757] lr: 9.997e-03 eta: 2 days, 0:52:30 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.4085 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.2035 loss: 5.2035 2022/06/25 11:19:58 - mmengine - INFO - Epoch(train) [3][1300/3757] lr: 9.997e-03 eta: 2 days, 0:52:39 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 3.1810 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8505 loss: 4.8505 2022/06/25 11:20:04 - mmengine - INFO - Epoch(train) [3][1320/3757] lr: 9.997e-03 eta: 2 days, 0:52:52 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.4330 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.7053 loss: 4.7053 2022/06/25 11:20:09 - mmengine - INFO - Epoch(train) [3][1340/3757] lr: 9.997e-03 eta: 2 days, 0:52:42 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.2710 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.8668 loss: 4.8668 2022/06/25 11:20:14 - mmengine - INFO - Epoch(train) [3][1360/3757] lr: 9.997e-03 eta: 2 days, 0:52:33 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.2983 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.9153 loss: 4.9153 2022/06/25 11:20:20 - mmengine - INFO - Epoch(train) [3][1380/3757] lr: 9.997e-03 eta: 2 days, 0:52:48 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.4639 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.8120 loss: 4.8120 2022/06/25 11:20:25 - mmengine - INFO - Epoch(train) [3][1400/3757] lr: 9.997e-03 eta: 2 days, 0:52:25 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.4783 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.7038 loss: 4.7038 2022/06/25 11:20:30 - mmengine - INFO - Epoch(train) [3][1420/3757] lr: 9.997e-03 eta: 2 days, 0:52:08 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.4377 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0701 loss: 5.0701 2022/06/25 11:20:35 - mmengine - INFO - Epoch(train) [3][1440/3757] lr: 9.997e-03 eta: 2 days, 0:51:47 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.5289 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7452 loss: 4.7452 2022/06/25 11:20:40 - mmengine - INFO - Epoch(train) [3][1460/3757] lr: 9.997e-03 eta: 2 days, 0:51:59 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.3192 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0531 loss: 5.0531 2022/06/25 11:20:46 - mmengine - INFO - Epoch(train) [3][1480/3757] lr: 9.997e-03 eta: 2 days, 0:51:36 time: 0.245 data_time: 0.009 memory: 5036 grad_norm: 3.5952 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0298 loss: 5.0298 2022/06/25 11:20:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:20:51 - mmengine - INFO - Epoch(train) [3][1500/3757] lr: 9.997e-03 eta: 2 days, 0:51:20 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.2269 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8184 loss: 4.8184 2022/06/25 11:20:56 - mmengine - INFO - Epoch(train) [3][1520/3757] lr: 9.997e-03 eta: 2 days, 0:51:02 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.3516 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2159 loss: 5.2159 2022/06/25 11:21:01 - mmengine - INFO - Epoch(train) [3][1540/3757] lr: 9.997e-03 eta: 2 days, 0:51:20 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.2936 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.7613 loss: 4.7613 2022/06/25 11:21:06 - mmengine - INFO - Epoch(train) [3][1560/3757] lr: 9.997e-03 eta: 2 days, 0:50:59 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 3.2838 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1393 loss: 5.1393 2022/06/25 11:21:12 - mmengine - INFO - Epoch(train) [3][1580/3757] lr: 9.997e-03 eta: 2 days, 0:50:53 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.5375 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1291 loss: 5.1291 2022/06/25 11:21:17 - mmengine - INFO - Epoch(train) [3][1600/3757] lr: 9.997e-03 eta: 2 days, 0:50:31 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 3.0685 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7266 loss: 4.7266 2022/06/25 11:21:22 - mmengine - INFO - Epoch(train) [3][1620/3757] lr: 9.997e-03 eta: 2 days, 0:50:58 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.1462 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0126 loss: 5.0126 2022/06/25 11:21:28 - mmengine - INFO - Epoch(train) [3][1640/3757] lr: 9.997e-03 eta: 2 days, 0:50:41 time: 0.243 data_time: 0.008 memory: 5036 grad_norm: 3.5096 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7901 loss: 4.7901 2022/06/25 11:21:33 - mmengine - INFO - Epoch(train) [3][1660/3757] lr: 9.997e-03 eta: 2 days, 0:50:26 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.2777 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8904 loss: 4.8904 2022/06/25 11:21:38 - mmengine - INFO - Epoch(train) [3][1680/3757] lr: 9.997e-03 eta: 2 days, 0:50:05 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 4.0124 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 5.0911 loss: 5.0911 2022/06/25 11:21:43 - mmengine - INFO - Epoch(train) [3][1700/3757] lr: 9.997e-03 eta: 2 days, 0:50:02 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.3044 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0908 loss: 5.0908 2022/06/25 11:21:48 - mmengine - INFO - Epoch(train) [3][1720/3757] lr: 9.997e-03 eta: 2 days, 0:49:41 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.6369 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 5.0359 loss: 5.0359 2022/06/25 11:21:53 - mmengine - INFO - Epoch(train) [3][1740/3757] lr: 9.997e-03 eta: 2 days, 0:49:24 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.3033 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7798 loss: 4.7798 2022/06/25 11:21:58 - mmengine - INFO - Epoch(train) [3][1760/3757] lr: 9.997e-03 eta: 2 days, 0:49:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 3.3432 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7012 loss: 4.7012 2022/06/25 11:22:04 - mmengine - INFO - Epoch(train) [3][1780/3757] lr: 9.997e-03 eta: 2 days, 0:49:07 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.1174 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6028 loss: 4.6028 2022/06/25 11:22:09 - mmengine - INFO - Epoch(train) [3][1800/3757] lr: 9.997e-03 eta: 2 days, 0:48:50 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.4082 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0901 loss: 5.0901 2022/06/25 11:22:14 - mmengine - INFO - Epoch(train) [3][1820/3757] lr: 9.997e-03 eta: 2 days, 0:48:35 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 2.9852 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8191 loss: 4.8191 2022/06/25 11:22:19 - mmengine - INFO - Epoch(train) [3][1840/3757] lr: 9.997e-03 eta: 2 days, 0:48:19 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.2180 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 5.0095 loss: 5.0095 2022/06/25 11:22:24 - mmengine - INFO - Epoch(train) [3][1860/3757] lr: 9.997e-03 eta: 2 days, 0:48:14 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.2248 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9199 loss: 4.9199 2022/06/25 11:22:30 - mmengine - INFO - Epoch(train) [3][1880/3757] lr: 9.997e-03 eta: 2 days, 0:48:11 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 3.5592 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9550 loss: 4.9550 2022/06/25 11:22:35 - mmengine - INFO - Epoch(train) [3][1900/3757] lr: 9.997e-03 eta: 2 days, 0:47:57 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.0146 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7274 loss: 4.7274 2022/06/25 11:22:40 - mmengine - INFO - Epoch(train) [3][1920/3757] lr: 9.997e-03 eta: 2 days, 0:47:48 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.5009 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6769 loss: 4.6769 2022/06/25 11:22:45 - mmengine - INFO - Epoch(train) [3][1940/3757] lr: 9.997e-03 eta: 2 days, 0:47:47 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 3.2686 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9963 loss: 4.9963 2022/06/25 11:22:50 - mmengine - INFO - Epoch(train) [3][1960/3757] lr: 9.997e-03 eta: 2 days, 0:47:29 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.4136 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7906 loss: 4.7906 2022/06/25 11:22:56 - mmengine - INFO - Epoch(train) [3][1980/3757] lr: 9.997e-03 eta: 2 days, 0:47:19 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.2732 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6978 loss: 4.6978 2022/06/25 11:23:01 - mmengine - INFO - Epoch(train) [3][2000/3757] lr: 9.997e-03 eta: 2 days, 0:47:44 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.0324 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.7502 loss: 4.7502 2022/06/25 11:23:06 - mmengine - INFO - Epoch(train) [3][2020/3757] lr: 9.997e-03 eta: 2 days, 0:47:33 time: 0.257 data_time: 0.017 memory: 5036 grad_norm: 3.4176 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.1929 loss: 5.1929 2022/06/25 11:23:12 - mmengine - INFO - Epoch(train) [3][2040/3757] lr: 9.997e-03 eta: 2 days, 0:47:27 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.5093 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.6850 loss: 4.6850 2022/06/25 11:23:17 - mmengine - INFO - Epoch(train) [3][2060/3757] lr: 9.997e-03 eta: 2 days, 0:47:13 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.1835 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8908 loss: 4.8908 2022/06/25 11:23:23 - mmengine - INFO - Epoch(train) [3][2080/3757] lr: 9.997e-03 eta: 2 days, 0:47:38 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.2366 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8022 loss: 4.8022 2022/06/25 11:23:28 - mmengine - INFO - Epoch(train) [3][2100/3757] lr: 9.997e-03 eta: 2 days, 0:47:27 time: 0.253 data_time: 0.018 memory: 5036 grad_norm: 3.0345 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0343 loss: 5.0343 2022/06/25 11:23:33 - mmengine - INFO - Epoch(train) [3][2120/3757] lr: 9.997e-03 eta: 2 days, 0:47:21 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.3716 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7984 loss: 4.7984 2022/06/25 11:23:38 - mmengine - INFO - Epoch(train) [3][2140/3757] lr: 9.997e-03 eta: 2 days, 0:47:07 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.2632 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7948 loss: 4.7948 2022/06/25 11:23:43 - mmengine - INFO - Epoch(train) [3][2160/3757] lr: 9.997e-03 eta: 2 days, 0:46:55 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 3.1546 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8106 loss: 4.8106 2022/06/25 11:23:48 - mmengine - INFO - Epoch(train) [3][2180/3757] lr: 9.997e-03 eta: 2 days, 0:46:39 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 3.1786 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0671 loss: 5.0671 2022/06/25 11:23:54 - mmengine - INFO - Epoch(train) [3][2200/3757] lr: 9.997e-03 eta: 2 days, 0:46:25 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 3.3767 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6508 loss: 4.6508 2022/06/25 11:23:59 - mmengine - INFO - Epoch(train) [3][2220/3757] lr: 9.997e-03 eta: 2 days, 0:46:10 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 3.1929 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6659 loss: 4.6659 2022/06/25 11:24:04 - mmengine - INFO - Epoch(train) [3][2240/3757] lr: 9.997e-03 eta: 2 days, 0:46:09 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 3.5042 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9701 loss: 4.9701 2022/06/25 11:24:09 - mmengine - INFO - Epoch(train) [3][2260/3757] lr: 9.997e-03 eta: 2 days, 0:45:58 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 3.2036 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7233 loss: 4.7233 2022/06/25 11:24:14 - mmengine - INFO - Epoch(train) [3][2280/3757] lr: 9.997e-03 eta: 2 days, 0:45:40 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 3.5275 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0351 loss: 5.0351 2022/06/25 11:24:19 - mmengine - INFO - Epoch(train) [3][2300/3757] lr: 9.997e-03 eta: 2 days, 0:45:28 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.1560 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0133 loss: 5.0133 2022/06/25 11:24:25 - mmengine - INFO - Epoch(train) [3][2320/3757] lr: 9.997e-03 eta: 2 days, 0:45:12 time: 0.290 data_time: 0.002 memory: 5036 grad_norm: 3.2020 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.8158 loss: 4.8158 2022/06/25 11:24:30 - mmengine - INFO - Epoch(train) [3][2340/3757] lr: 9.997e-03 eta: 2 days, 0:45:32 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 3.4450 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.9321 loss: 4.9321 2022/06/25 11:24:35 - mmengine - INFO - Epoch(train) [3][2360/3757] lr: 9.997e-03 eta: 2 days, 0:45:16 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.5464 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9026 loss: 4.9026 2022/06/25 11:24:41 - mmengine - INFO - Epoch(train) [3][2380/3757] lr: 9.997e-03 eta: 2 days, 0:45:49 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.2530 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7469 loss: 4.7469 2022/06/25 11:24:46 - mmengine - INFO - Epoch(train) [3][2400/3757] lr: 9.997e-03 eta: 2 days, 0:45:32 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 3.1641 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.6187 loss: 4.6187 2022/06/25 11:24:51 - mmengine - INFO - Epoch(train) [3][2420/3757] lr: 9.997e-03 eta: 2 days, 0:45:17 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.3245 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6628 loss: 4.6628 2022/06/25 11:24:56 - mmengine - INFO - Epoch(train) [3][2440/3757] lr: 9.997e-03 eta: 2 days, 0:44:58 time: 0.245 data_time: 0.011 memory: 5036 grad_norm: 3.6538 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8181 loss: 4.8181 2022/06/25 11:25:02 - mmengine - INFO - Epoch(train) [3][2460/3757] lr: 9.997e-03 eta: 2 days, 0:44:49 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 3.5161 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5868 loss: 4.5868 2022/06/25 11:25:07 - mmengine - INFO - Epoch(train) [3][2480/3757] lr: 9.997e-03 eta: 2 days, 0:44:30 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 3.4451 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7871 loss: 4.7871 2022/06/25 11:25:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:25:12 - mmengine - INFO - Epoch(train) [3][2500/3757] lr: 9.997e-03 eta: 2 days, 0:44:17 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 3.4815 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6348 loss: 4.6348 2022/06/25 11:25:17 - mmengine - INFO - Epoch(train) [3][2520/3757] lr: 9.997e-03 eta: 2 days, 0:43:59 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.1596 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9779 loss: 4.9779 2022/06/25 11:25:22 - mmengine - INFO - Epoch(train) [3][2540/3757] lr: 9.997e-03 eta: 2 days, 0:44:10 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.5081 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.7744 loss: 4.7744 2022/06/25 11:25:28 - mmengine - INFO - Epoch(train) [3][2560/3757] lr: 9.997e-03 eta: 2 days, 0:43:55 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 3.4876 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.2134 loss: 5.2134 2022/06/25 11:25:33 - mmengine - INFO - Epoch(train) [3][2580/3757] lr: 9.997e-03 eta: 2 days, 0:43:42 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 3.0367 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.8549 loss: 4.8549 2022/06/25 11:25:38 - mmengine - INFO - Epoch(train) [3][2600/3757] lr: 9.997e-03 eta: 2 days, 0:43:24 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.0412 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0091 loss: 5.0091 2022/06/25 11:25:43 - mmengine - INFO - Epoch(train) [3][2620/3757] lr: 9.997e-03 eta: 2 days, 0:43:16 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 3.4362 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5859 loss: 4.5859 2022/06/25 11:25:48 - mmengine - INFO - Epoch(train) [3][2640/3757] lr: 9.997e-03 eta: 2 days, 0:42:59 time: 0.259 data_time: 0.021 memory: 5036 grad_norm: 3.4624 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.8879 loss: 4.8879 2022/06/25 11:25:53 - mmengine - INFO - Epoch(train) [3][2660/3757] lr: 9.997e-03 eta: 2 days, 0:42:50 time: 0.333 data_time: 0.002 memory: 5036 grad_norm: 3.5639 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8499 loss: 4.8499 2022/06/25 11:25:59 - mmengine - INFO - Epoch(train) [3][2680/3757] lr: 9.997e-03 eta: 2 days, 0:42:42 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.5014 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8918 loss: 4.8918 2022/06/25 11:26:04 - mmengine - INFO - Epoch(train) [3][2700/3757] lr: 9.997e-03 eta: 2 days, 0:42:30 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.4075 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4475 loss: 4.4475 2022/06/25 11:26:09 - mmengine - INFO - Epoch(train) [3][2720/3757] lr: 9.997e-03 eta: 2 days, 0:42:16 time: 0.270 data_time: 0.008 memory: 5036 grad_norm: 3.2426 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.2332 loss: 5.2332 2022/06/25 11:26:14 - mmengine - INFO - Epoch(train) [3][2740/3757] lr: 9.997e-03 eta: 2 days, 0:42:10 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 3.4682 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8772 loss: 4.8772 2022/06/25 11:26:19 - mmengine - INFO - Epoch(train) [3][2760/3757] lr: 9.997e-03 eta: 2 days, 0:41:59 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.2962 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8086 loss: 4.8086 2022/06/25 11:26:25 - mmengine - INFO - Epoch(train) [3][2780/3757] lr: 9.997e-03 eta: 2 days, 0:41:53 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.3065 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7043 loss: 4.7043 2022/06/25 11:26:30 - mmengine - INFO - Epoch(train) [3][2800/3757] lr: 9.997e-03 eta: 2 days, 0:41:44 time: 0.325 data_time: 0.002 memory: 5036 grad_norm: 3.2630 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7902 loss: 4.7902 2022/06/25 11:26:35 - mmengine - INFO - Epoch(train) [3][2820/3757] lr: 9.997e-03 eta: 2 days, 0:41:56 time: 0.284 data_time: 0.012 memory: 5036 grad_norm: 3.7365 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7027 loss: 4.7027 2022/06/25 11:26:40 - mmengine - INFO - Epoch(train) [3][2840/3757] lr: 9.997e-03 eta: 2 days, 0:41:45 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.4385 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6887 loss: 4.6887 2022/06/25 11:26:46 - mmengine - INFO - Epoch(train) [3][2860/3757] lr: 9.997e-03 eta: 2 days, 0:42:03 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.3412 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.9373 loss: 4.9373 2022/06/25 11:26:51 - mmengine - INFO - Epoch(train) [3][2880/3757] lr: 9.997e-03 eta: 2 days, 0:42:02 time: 0.302 data_time: 0.002 memory: 5036 grad_norm: 3.4945 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0122 loss: 5.0122 2022/06/25 11:26:57 - mmengine - INFO - Epoch(train) [3][2900/3757] lr: 9.997e-03 eta: 2 days, 0:41:50 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.9025 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7258 loss: 4.7258 2022/06/25 11:27:02 - mmengine - INFO - Epoch(train) [3][2920/3757] lr: 9.997e-03 eta: 2 days, 0:41:35 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.7190 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6159 loss: 4.6159 2022/06/25 11:27:07 - mmengine - INFO - Epoch(train) [3][2940/3757] lr: 9.997e-03 eta: 2 days, 0:41:41 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.3381 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0750 loss: 5.0750 2022/06/25 11:27:13 - mmengine - INFO - Epoch(train) [3][2960/3757] lr: 9.997e-03 eta: 2 days, 0:42:12 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 3.4083 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1188 loss: 5.1188 2022/06/25 11:27:18 - mmengine - INFO - Epoch(train) [3][2980/3757] lr: 9.997e-03 eta: 2 days, 0:41:58 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.3496 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7204 loss: 4.7204 2022/06/25 11:27:23 - mmengine - INFO - Epoch(train) [3][3000/3757] lr: 9.997e-03 eta: 2 days, 0:41:52 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.2752 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.8560 loss: 4.8560 2022/06/25 11:27:28 - mmengine - INFO - Epoch(train) [3][3020/3757] lr: 9.997e-03 eta: 2 days, 0:41:38 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 3.1922 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7261 loss: 4.7261 2022/06/25 11:27:34 - mmengine - INFO - Epoch(train) [3][3040/3757] lr: 9.997e-03 eta: 2 days, 0:41:33 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 3.6999 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.1159 loss: 5.1159 2022/06/25 11:27:39 - mmengine - INFO - Epoch(train) [3][3060/3757] lr: 9.997e-03 eta: 2 days, 0:41:17 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.5702 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0264 loss: 5.0264 2022/06/25 11:27:44 - mmengine - INFO - Epoch(train) [3][3080/3757] lr: 9.997e-03 eta: 2 days, 0:41:02 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 3.2013 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.1099 loss: 5.1099 2022/06/25 11:27:49 - mmengine - INFO - Epoch(train) [3][3100/3757] lr: 9.997e-03 eta: 2 days, 0:40:46 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 3.3853 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6182 loss: 4.6182 2022/06/25 11:27:54 - mmengine - INFO - Epoch(train) [3][3120/3757] lr: 9.997e-03 eta: 2 days, 0:40:37 time: 0.255 data_time: 0.018 memory: 5036 grad_norm: 3.3067 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7301 loss: 4.7301 2022/06/25 11:27:59 - mmengine - INFO - Epoch(train) [3][3140/3757] lr: 9.997e-03 eta: 2 days, 0:40:23 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.3358 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0570 loss: 5.0570 2022/06/25 11:28:05 - mmengine - INFO - Epoch(train) [3][3160/3757] lr: 9.997e-03 eta: 2 days, 0:40:15 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 3.4279 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7191 loss: 4.7191 2022/06/25 11:28:10 - mmengine - INFO - Epoch(train) [3][3180/3757] lr: 9.997e-03 eta: 2 days, 0:40:02 time: 0.285 data_time: 0.008 memory: 5036 grad_norm: 3.3457 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8982 loss: 4.8982 2022/06/25 11:28:15 - mmengine - INFO - Epoch(train) [3][3200/3757] lr: 9.997e-03 eta: 2 days, 0:39:46 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 3.3022 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0563 loss: 5.0563 2022/06/25 11:28:20 - mmengine - INFO - Epoch(train) [3][3220/3757] lr: 9.997e-03 eta: 2 days, 0:39:37 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.2287 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8209 loss: 4.8209 2022/06/25 11:28:25 - mmengine - INFO - Epoch(train) [3][3240/3757] lr: 9.997e-03 eta: 2 days, 0:39:23 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 3.3442 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5846 loss: 4.5846 2022/06/25 11:28:31 - mmengine - INFO - Epoch(train) [3][3260/3757] lr: 9.997e-03 eta: 2 days, 0:39:52 time: 0.241 data_time: 0.008 memory: 5036 grad_norm: 3.1244 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8680 loss: 4.8680 2022/06/25 11:28:36 - mmengine - INFO - Epoch(train) [3][3280/3757] lr: 9.997e-03 eta: 2 days, 0:39:40 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 3.2479 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8719 loss: 4.8719 2022/06/25 11:28:41 - mmengine - INFO - Epoch(train) [3][3300/3757] lr: 9.997e-03 eta: 2 days, 0:39:38 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 3.3430 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8216 loss: 4.8216 2022/06/25 11:28:47 - mmengine - INFO - Epoch(train) [3][3320/3757] lr: 9.997e-03 eta: 2 days, 0:39:23 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 3.7575 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8030 loss: 4.8030 2022/06/25 11:28:52 - mmengine - INFO - Epoch(train) [3][3340/3757] lr: 9.997e-03 eta: 2 days, 0:39:33 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.0673 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.2416 loss: 5.2416 2022/06/25 11:28:57 - mmengine - INFO - Epoch(train) [3][3360/3757] lr: 9.997e-03 eta: 2 days, 0:39:17 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 3.2066 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0204 loss: 5.0204 2022/06/25 11:29:03 - mmengine - INFO - Epoch(train) [3][3380/3757] lr: 9.997e-03 eta: 2 days, 0:39:16 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 3.2920 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7065 loss: 4.7065 2022/06/25 11:29:08 - mmengine - INFO - Epoch(train) [3][3400/3757] lr: 9.997e-03 eta: 2 days, 0:39:03 time: 0.249 data_time: 0.013 memory: 5036 grad_norm: 3.2334 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9619 loss: 4.9619 2022/06/25 11:29:13 - mmengine - INFO - Epoch(train) [3][3420/3757] lr: 9.997e-03 eta: 2 days, 0:39:14 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.1876 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8839 loss: 4.8839 2022/06/25 11:29:18 - mmengine - INFO - Epoch(train) [3][3440/3757] lr: 9.997e-03 eta: 2 days, 0:39:01 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 3.3941 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9772 loss: 4.9772 2022/06/25 11:29:24 - mmengine - INFO - Epoch(train) [3][3460/3757] lr: 9.997e-03 eta: 2 days, 0:38:51 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 3.3607 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8307 loss: 4.8307 2022/06/25 11:29:29 - mmengine - INFO - Epoch(train) [3][3480/3757] lr: 9.997e-03 eta: 2 days, 0:38:38 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 3.4441 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.7265 loss: 4.7265 2022/06/25 11:29:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:29:34 - mmengine - INFO - Epoch(train) [3][3500/3757] lr: 9.997e-03 eta: 2 days, 0:38:33 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.5954 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7598 loss: 4.7598 2022/06/25 11:29:39 - mmengine - INFO - Epoch(train) [3][3520/3757] lr: 9.997e-03 eta: 2 days, 0:38:18 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.1737 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.7974 loss: 4.7974 2022/06/25 11:29:44 - mmengine - INFO - Epoch(train) [3][3540/3757] lr: 9.997e-03 eta: 2 days, 0:38:06 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 3.2068 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9146 loss: 4.9146 2022/06/25 11:29:49 - mmengine - INFO - Epoch(train) [3][3560/3757] lr: 9.997e-03 eta: 2 days, 0:38:00 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.3731 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.7273 loss: 4.7273 2022/06/25 11:29:55 - mmengine - INFO - Epoch(train) [3][3580/3757] lr: 9.997e-03 eta: 2 days, 0:37:52 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.1957 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.8586 loss: 4.8586 2022/06/25 11:30:00 - mmengine - INFO - Epoch(train) [3][3600/3757] lr: 9.997e-03 eta: 2 days, 0:37:38 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.4085 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5787 loss: 4.5787 2022/06/25 11:30:05 - mmengine - INFO - Epoch(train) [3][3620/3757] lr: 9.997e-03 eta: 2 days, 0:37:30 time: 0.278 data_time: 0.002 memory: 5036 grad_norm: 3.7372 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8293 loss: 4.8293 2022/06/25 11:30:10 - mmengine - INFO - Epoch(train) [3][3640/3757] lr: 9.997e-03 eta: 2 days, 0:37:30 time: 0.267 data_time: 0.033 memory: 5036 grad_norm: 3.4074 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0454 loss: 5.0454 2022/06/25 11:30:16 - mmengine - INFO - Epoch(train) [3][3660/3757] lr: 9.997e-03 eta: 2 days, 0:37:19 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.6055 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6017 loss: 4.6017 2022/06/25 11:30:21 - mmengine - INFO - Epoch(train) [3][3680/3757] lr: 9.997e-03 eta: 2 days, 0:37:09 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 3.7159 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5990 loss: 4.5990 2022/06/25 11:30:26 - mmengine - INFO - Epoch(train) [3][3700/3757] lr: 9.997e-03 eta: 2 days, 0:37:05 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.6183 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.6512 loss: 4.6512 2022/06/25 11:30:31 - mmengine - INFO - Epoch(train) [3][3720/3757] lr: 9.997e-03 eta: 2 days, 0:37:03 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.5840 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6319 loss: 4.6319 2022/06/25 11:30:37 - mmengine - INFO - Epoch(train) [3][3740/3757] lr: 9.997e-03 eta: 2 days, 0:36:54 time: 0.241 data_time: 0.005 memory: 5036 grad_norm: 3.6580 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 5.0287 loss: 5.0287 2022/06/25 11:30:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:30:41 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/06/25 11:30:54 - mmengine - INFO - Epoch(val) [3][20/310] eta: 0:01:44 time: 0.110 data_time: 0.008 memory: 5036 2022/06/25 11:30:58 - mmengine - INFO - Epoch(val) [3][40/310] eta: 0:01:35 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:31:03 - mmengine - INFO - Epoch(val) [3][60/310] eta: 0:00:26 time: 0.111 data_time: 0.005 memory: 1723 2022/06/25 11:31:07 - mmengine - INFO - Epoch(val) [3][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:31:15 - mmengine - INFO - Epoch(val) [3][100/310] eta: 0:01:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:31:19 - mmengine - INFO - Epoch(val) [3][120/310] eta: 0:01:07 time: 0.111 data_time: 0.004 memory: 1723 2022/06/25 11:31:24 - mmengine - INFO - Epoch(val) [3][140/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:31:29 - mmengine - INFO - Epoch(val) [3][160/310] eta: 0:00:15 time: 0.116 data_time: 0.007 memory: 1723 2022/06/25 11:31:36 - mmengine - INFO - Epoch(val) [3][180/310] eta: 0:00:47 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:31:40 - mmengine - INFO - Epoch(val) [3][200/310] eta: 0:00:39 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 11:31:45 - mmengine - INFO - Epoch(val) [3][220/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:31:50 - mmengine - INFO - Epoch(val) [3][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:31:57 - mmengine - INFO - Epoch(val) [3][260/310] eta: 0:00:17 time: 0.106 data_time: 0.005 memory: 1723 2022/06/25 11:32:01 - mmengine - INFO - Epoch(val) [3][280/310] eta: 0:00:09 time: 0.117 data_time: 0.002 memory: 1723 2022/06/25 11:32:03 - mmengine - INFO - Epoch(val) [3][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 11:32:05 - mmengine - INFO - Epoch(val) [3][310/310] acc/top1: 0.0836 acc/top5: 0.2340 acc/mean1: 0.0835 2022/06/25 11:32:15 - mmengine - INFO - Epoch(train) [4][20/3757] lr: 9.993e-03 eta: 2 days, 0:38:55 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.6357 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6748 loss: 4.6748 2022/06/25 11:32:20 - mmengine - INFO - Epoch(train) [4][40/3757] lr: 9.993e-03 eta: 2 days, 0:38:41 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.2380 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7842 loss: 4.7842 2022/06/25 11:32:25 - mmengine - INFO - Epoch(train) [4][60/3757] lr: 9.993e-03 eta: 2 days, 0:38:48 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.2431 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7681 loss: 4.7681 2022/06/25 11:32:30 - mmengine - INFO - Epoch(train) [4][80/3757] lr: 9.993e-03 eta: 2 days, 0:38:36 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.2578 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.5485 loss: 4.5485 2022/06/25 11:32:36 - mmengine - INFO - Epoch(train) [4][100/3757] lr: 9.993e-03 eta: 2 days, 0:38:58 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.4811 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9152 loss: 4.9152 2022/06/25 11:32:42 - mmengine - INFO - Epoch(train) [4][120/3757] lr: 9.993e-03 eta: 2 days, 0:39:17 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.0194 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5775 loss: 4.5775 2022/06/25 11:32:47 - mmengine - INFO - Epoch(train) [4][140/3757] lr: 9.993e-03 eta: 2 days, 0:39:02 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.5219 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.5726 loss: 4.5726 2022/06/25 11:32:52 - mmengine - INFO - Epoch(train) [4][160/3757] lr: 9.993e-03 eta: 2 days, 0:38:49 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 2.9714 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8093 loss: 4.8093 2022/06/25 11:32:58 - mmengine - INFO - Epoch(train) [4][180/3757] lr: 9.993e-03 eta: 2 days, 0:38:56 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.7525 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7194 loss: 4.7194 2022/06/25 11:33:03 - mmengine - INFO - Epoch(train) [4][200/3757] lr: 9.993e-03 eta: 2 days, 0:38:47 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.4431 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6359 loss: 4.6359 2022/06/25 11:33:08 - mmengine - INFO - Epoch(train) [4][220/3757] lr: 9.993e-03 eta: 2 days, 0:38:32 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.4524 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7681 loss: 4.7681 2022/06/25 11:33:13 - mmengine - INFO - Epoch(train) [4][240/3757] lr: 9.993e-03 eta: 2 days, 0:38:21 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.2303 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.5439 loss: 4.5439 2022/06/25 11:33:18 - mmengine - INFO - Epoch(train) [4][260/3757] lr: 9.993e-03 eta: 2 days, 0:38:18 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.8394 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9251 loss: 4.9251 2022/06/25 11:33:24 - mmengine - INFO - Epoch(train) [4][280/3757] lr: 9.993e-03 eta: 2 days, 0:38:23 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 3.3423 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.7706 loss: 4.7706 2022/06/25 11:33:29 - mmengine - INFO - Epoch(train) [4][300/3757] lr: 9.993e-03 eta: 2 days, 0:38:06 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.3535 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9015 loss: 4.9015 2022/06/25 11:33:34 - mmengine - INFO - Epoch(train) [4][320/3757] lr: 9.993e-03 eta: 2 days, 0:37:55 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.3823 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9729 loss: 4.9729 2022/06/25 11:33:39 - mmengine - INFO - Epoch(train) [4][340/3757] lr: 9.993e-03 eta: 2 days, 0:37:43 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.4171 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7203 loss: 4.7203 2022/06/25 11:33:45 - mmengine - INFO - Epoch(train) [4][360/3757] lr: 9.993e-03 eta: 2 days, 0:37:59 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 3.4246 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6336 loss: 4.6336 2022/06/25 11:33:50 - mmengine - INFO - Epoch(train) [4][380/3757] lr: 9.993e-03 eta: 2 days, 0:37:43 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.5722 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6024 loss: 4.6024 2022/06/25 11:33:55 - mmengine - INFO - Epoch(train) [4][400/3757] lr: 9.993e-03 eta: 2 days, 0:37:40 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.3243 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9294 loss: 4.9294 2022/06/25 11:34:01 - mmengine - INFO - Epoch(train) [4][420/3757] lr: 9.993e-03 eta: 2 days, 0:37:39 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 3.3346 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5448 loss: 4.5448 2022/06/25 11:34:06 - mmengine - INFO - Epoch(train) [4][440/3757] lr: 9.993e-03 eta: 2 days, 0:37:20 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.7095 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8120 loss: 4.8120 2022/06/25 11:34:11 - mmengine - INFO - Epoch(train) [4][460/3757] lr: 9.993e-03 eta: 2 days, 0:37:11 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.6420 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6670 loss: 4.6670 2022/06/25 11:34:16 - mmengine - INFO - Epoch(train) [4][480/3757] lr: 9.993e-03 eta: 2 days, 0:36:53 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 3.4103 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4358 loss: 4.4358 2022/06/25 11:34:21 - mmengine - INFO - Epoch(train) [4][500/3757] lr: 9.993e-03 eta: 2 days, 0:36:40 time: 0.249 data_time: 0.013 memory: 5036 grad_norm: 3.3108 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.8214 loss: 4.8214 2022/06/25 11:34:26 - mmengine - INFO - Epoch(train) [4][520/3757] lr: 9.993e-03 eta: 2 days, 0:36:22 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.5261 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7481 loss: 4.7481 2022/06/25 11:34:31 - mmengine - INFO - Epoch(train) [4][540/3757] lr: 9.993e-03 eta: 2 days, 0:36:21 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 3.4871 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7790 loss: 4.7790 2022/06/25 11:34:36 - mmengine - INFO - Epoch(train) [4][560/3757] lr: 9.993e-03 eta: 2 days, 0:36:06 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.3534 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.2136 loss: 5.2136 2022/06/25 11:34:42 - mmengine - INFO - Epoch(train) [4][580/3757] lr: 9.993e-03 eta: 2 days, 0:35:53 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 3.4572 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7764 loss: 4.7764 2022/06/25 11:34:47 - mmengine - INFO - Epoch(train) [4][600/3757] lr: 9.993e-03 eta: 2 days, 0:35:37 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.4629 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.8350 loss: 4.8350 2022/06/25 11:34:52 - mmengine - INFO - Epoch(train) [4][620/3757] lr: 9.993e-03 eta: 2 days, 0:35:42 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 3.5874 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9824 loss: 4.9824 2022/06/25 11:34:57 - mmengine - INFO - Epoch(train) [4][640/3757] lr: 9.993e-03 eta: 2 days, 0:35:26 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 3.3843 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.3395 loss: 4.3395 2022/06/25 11:35:03 - mmengine - INFO - Epoch(train) [4][660/3757] lr: 9.993e-03 eta: 2 days, 0:35:49 time: 0.266 data_time: 0.015 memory: 5036 grad_norm: 3.2738 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6071 loss: 4.6071 2022/06/25 11:35:08 - mmengine - INFO - Epoch(train) [4][680/3757] lr: 9.993e-03 eta: 2 days, 0:35:48 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 3.5733 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6540 loss: 4.6540 2022/06/25 11:35:14 - mmengine - INFO - Epoch(train) [4][700/3757] lr: 9.993e-03 eta: 2 days, 0:35:44 time: 0.271 data_time: 0.019 memory: 5036 grad_norm: 3.4164 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9556 loss: 4.9556 2022/06/25 11:35:19 - mmengine - INFO - Epoch(train) [4][720/3757] lr: 9.993e-03 eta: 2 days, 0:35:37 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 3.4313 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8042 loss: 4.8042 2022/06/25 11:35:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:35:24 - mmengine - INFO - Epoch(train) [4][740/3757] lr: 9.993e-03 eta: 2 days, 0:35:31 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.2808 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.6839 loss: 4.6839 2022/06/25 11:35:29 - mmengine - INFO - Epoch(train) [4][760/3757] lr: 9.993e-03 eta: 2 days, 0:35:15 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.4075 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9782 loss: 4.9782 2022/06/25 11:35:35 - mmengine - INFO - Epoch(train) [4][780/3757] lr: 9.993e-03 eta: 2 days, 0:35:16 time: 0.258 data_time: 0.018 memory: 5036 grad_norm: 3.4535 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7087 loss: 4.7087 2022/06/25 11:35:40 - mmengine - INFO - Epoch(train) [4][800/3757] lr: 9.993e-03 eta: 2 days, 0:35:01 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.2455 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8661 loss: 4.8661 2022/06/25 11:35:45 - mmengine - INFO - Epoch(train) [4][820/3757] lr: 9.993e-03 eta: 2 days, 0:34:54 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.3436 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8686 loss: 4.8686 2022/06/25 11:35:50 - mmengine - INFO - Epoch(train) [4][840/3757] lr: 9.993e-03 eta: 2 days, 0:34:39 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.4940 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.5575 loss: 4.5575 2022/06/25 11:35:56 - mmengine - INFO - Epoch(train) [4][860/3757] lr: 9.993e-03 eta: 2 days, 0:35:05 time: 0.263 data_time: 0.014 memory: 5036 grad_norm: 3.4314 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6973 loss: 4.6973 2022/06/25 11:36:01 - mmengine - INFO - Epoch(train) [4][880/3757] lr: 9.993e-03 eta: 2 days, 0:34:50 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 3.2959 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9280 loss: 4.9280 2022/06/25 11:36:06 - mmengine - INFO - Epoch(train) [4][900/3757] lr: 9.993e-03 eta: 2 days, 0:34:58 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.6162 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4123 loss: 4.4123 2022/06/25 11:36:12 - mmengine - INFO - Epoch(train) [4][920/3757] lr: 9.993e-03 eta: 2 days, 0:34:44 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.3922 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0221 loss: 5.0221 2022/06/25 11:36:17 - mmengine - INFO - Epoch(train) [4][940/3757] lr: 9.993e-03 eta: 2 days, 0:34:33 time: 0.259 data_time: 0.024 memory: 5036 grad_norm: 3.2107 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6286 loss: 4.6286 2022/06/25 11:36:22 - mmengine - INFO - Epoch(train) [4][960/3757] lr: 9.993e-03 eta: 2 days, 0:34:24 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.2569 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7767 loss: 4.7767 2022/06/25 11:36:27 - mmengine - INFO - Epoch(train) [4][980/3757] lr: 9.993e-03 eta: 2 days, 0:34:13 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 3.3864 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8819 loss: 4.8819 2022/06/25 11:36:32 - mmengine - INFO - Epoch(train) [4][1000/3757] lr: 9.993e-03 eta: 2 days, 0:33:57 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.5786 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8301 loss: 4.8301 2022/06/25 11:36:37 - mmengine - INFO - Epoch(train) [4][1020/3757] lr: 9.993e-03 eta: 2 days, 0:33:48 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 3.5374 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9682 loss: 4.9682 2022/06/25 11:36:43 - mmengine - INFO - Epoch(train) [4][1040/3757] lr: 9.993e-03 eta: 2 days, 0:33:41 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 3.5059 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7348 loss: 4.7348 2022/06/25 11:36:48 - mmengine - INFO - Epoch(train) [4][1060/3757] lr: 9.993e-03 eta: 2 days, 0:33:31 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.3563 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0293 loss: 5.0293 2022/06/25 11:36:53 - mmengine - INFO - Epoch(train) [4][1080/3757] lr: 9.993e-03 eta: 2 days, 0:33:18 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.4578 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6898 loss: 4.6898 2022/06/25 11:36:58 - mmengine - INFO - Epoch(train) [4][1100/3757] lr: 9.993e-03 eta: 2 days, 0:33:07 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.5925 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 5.0719 loss: 5.0719 2022/06/25 11:37:03 - mmengine - INFO - Epoch(train) [4][1120/3757] lr: 9.993e-03 eta: 2 days, 0:33:10 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 3.1237 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8143 loss: 4.8143 2022/06/25 11:37:09 - mmengine - INFO - Epoch(train) [4][1140/3757] lr: 9.993e-03 eta: 2 days, 0:33:12 time: 0.477 data_time: 0.008 memory: 5036 grad_norm: 3.5439 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.9941 loss: 4.9941 2022/06/25 11:37:14 - mmengine - INFO - Epoch(train) [4][1160/3757] lr: 9.993e-03 eta: 2 days, 0:33:09 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 3.4174 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5202 loss: 4.5202 2022/06/25 11:37:19 - mmengine - INFO - Epoch(train) [4][1180/3757] lr: 9.993e-03 eta: 2 days, 0:32:58 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.4160 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6871 loss: 4.6871 2022/06/25 11:37:24 - mmengine - INFO - Epoch(train) [4][1200/3757] lr: 9.993e-03 eta: 2 days, 0:32:47 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.4894 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.8085 loss: 4.8085 2022/06/25 11:37:30 - mmengine - INFO - Epoch(train) [4][1220/3757] lr: 9.993e-03 eta: 2 days, 0:33:02 time: 0.737 data_time: 0.002 memory: 5036 grad_norm: 3.2746 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0159 loss: 5.0159 2022/06/25 11:37:35 - mmengine - INFO - Epoch(train) [4][1240/3757] lr: 9.993e-03 eta: 2 days, 0:32:50 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 2.9873 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0525 loss: 5.0525 2022/06/25 11:37:40 - mmengine - INFO - Epoch(train) [4][1260/3757] lr: 9.993e-03 eta: 2 days, 0:32:39 time: 0.250 data_time: 0.015 memory: 5036 grad_norm: 3.4450 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6167 loss: 4.6167 2022/06/25 11:37:46 - mmengine - INFO - Epoch(train) [4][1280/3757] lr: 9.993e-03 eta: 2 days, 0:32:40 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 3.4267 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7767 loss: 4.7767 2022/06/25 11:37:51 - mmengine - INFO - Epoch(train) [4][1300/3757] lr: 9.993e-03 eta: 2 days, 0:32:38 time: 0.280 data_time: 0.025 memory: 5036 grad_norm: 3.5612 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5414 loss: 4.5414 2022/06/25 11:37:56 - mmengine - INFO - Epoch(train) [4][1320/3757] lr: 9.993e-03 eta: 2 days, 0:32:23 time: 0.241 data_time: 0.005 memory: 5036 grad_norm: 3.4907 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6781 loss: 4.6781 2022/06/25 11:38:02 - mmengine - INFO - Epoch(train) [4][1340/3757] lr: 9.993e-03 eta: 2 days, 0:32:20 time: 0.265 data_time: 0.016 memory: 5036 grad_norm: 3.7652 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5758 loss: 4.5758 2022/06/25 11:38:07 - mmengine - INFO - Epoch(train) [4][1360/3757] lr: 9.993e-03 eta: 2 days, 0:32:06 time: 0.280 data_time: 0.002 memory: 5036 grad_norm: 3.1433 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6929 loss: 4.6929 2022/06/25 11:38:12 - mmengine - INFO - Epoch(train) [4][1380/3757] lr: 9.993e-03 eta: 2 days, 0:31:59 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.7756 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7953 loss: 4.7953 2022/06/25 11:38:17 - mmengine - INFO - Epoch(train) [4][1400/3757] lr: 9.993e-03 eta: 2 days, 0:31:46 time: 0.241 data_time: 0.005 memory: 5036 grad_norm: 3.4191 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.7508 loss: 4.7508 2022/06/25 11:38:23 - mmengine - INFO - Epoch(train) [4][1420/3757] lr: 9.993e-03 eta: 2 days, 0:32:00 time: 0.256 data_time: 0.020 memory: 5036 grad_norm: 3.3658 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7414 loss: 4.7414 2022/06/25 11:38:28 - mmengine - INFO - Epoch(train) [4][1440/3757] lr: 9.993e-03 eta: 2 days, 0:31:46 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.5336 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9203 loss: 4.9203 2022/06/25 11:38:33 - mmengine - INFO - Epoch(train) [4][1460/3757] lr: 9.993e-03 eta: 2 days, 0:31:37 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 4.3236 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.8376 loss: 4.8376 2022/06/25 11:38:38 - mmengine - INFO - Epoch(train) [4][1480/3757] lr: 9.993e-03 eta: 2 days, 0:31:24 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.6821 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7245 loss: 4.7245 2022/06/25 11:38:43 - mmengine - INFO - Epoch(train) [4][1500/3757] lr: 9.993e-03 eta: 2 days, 0:31:29 time: 0.251 data_time: 0.016 memory: 5036 grad_norm: 3.2061 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5397 loss: 4.5397 2022/06/25 11:38:49 - mmengine - INFO - Epoch(train) [4][1520/3757] lr: 9.993e-03 eta: 2 days, 0:31:17 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 3.3903 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7857 loss: 4.7857 2022/06/25 11:38:54 - mmengine - INFO - Epoch(train) [4][1540/3757] lr: 9.993e-03 eta: 2 days, 0:31:15 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 3.2748 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7165 loss: 4.7165 2022/06/25 11:38:59 - mmengine - INFO - Epoch(train) [4][1560/3757] lr: 9.993e-03 eta: 2 days, 0:31:03 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 3.4628 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.6917 loss: 4.6917 2022/06/25 11:39:04 - mmengine - INFO - Epoch(train) [4][1580/3757] lr: 9.993e-03 eta: 2 days, 0:30:53 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 3.5488 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7905 loss: 4.7905 2022/06/25 11:39:09 - mmengine - INFO - Epoch(train) [4][1600/3757] lr: 9.993e-03 eta: 2 days, 0:30:38 time: 0.262 data_time: 0.014 memory: 5036 grad_norm: 3.2779 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6638 loss: 4.6638 2022/06/25 11:39:14 - mmengine - INFO - Epoch(train) [4][1620/3757] lr: 9.993e-03 eta: 2 days, 0:30:27 time: 0.269 data_time: 0.010 memory: 5036 grad_norm: 3.3846 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6408 loss: 4.6408 2022/06/25 11:39:20 - mmengine - INFO - Epoch(train) [4][1640/3757] lr: 9.993e-03 eta: 2 days, 0:30:13 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.3880 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8148 loss: 4.8148 2022/06/25 11:39:25 - mmengine - INFO - Epoch(train) [4][1660/3757] lr: 9.993e-03 eta: 2 days, 0:30:12 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 4.9240 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7975 loss: 4.7975 2022/06/25 11:39:30 - mmengine - INFO - Epoch(train) [4][1680/3757] lr: 9.993e-03 eta: 2 days, 0:29:56 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 3.3990 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7366 loss: 4.7366 2022/06/25 11:39:35 - mmengine - INFO - Epoch(train) [4][1700/3757] lr: 9.993e-03 eta: 2 days, 0:29:47 time: 0.265 data_time: 0.031 memory: 5036 grad_norm: 3.2372 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.9107 loss: 4.9107 2022/06/25 11:39:40 - mmengine - INFO - Epoch(train) [4][1720/3757] lr: 9.993e-03 eta: 2 days, 0:29:32 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.4894 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7007 loss: 4.7007 2022/06/25 11:39:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:39:45 - mmengine - INFO - Epoch(train) [4][1740/3757] lr: 9.993e-03 eta: 2 days, 0:29:22 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.1475 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5580 loss: 4.5580 2022/06/25 11:39:51 - mmengine - INFO - Epoch(train) [4][1760/3757] lr: 9.993e-03 eta: 2 days, 0:29:09 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 3.5168 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4997 loss: 4.4997 2022/06/25 11:39:56 - mmengine - INFO - Epoch(train) [4][1780/3757] lr: 9.993e-03 eta: 2 days, 0:29:02 time: 0.263 data_time: 0.021 memory: 5036 grad_norm: 3.5390 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6647 loss: 4.6647 2022/06/25 11:40:01 - mmengine - INFO - Epoch(train) [4][1800/3757] lr: 9.993e-03 eta: 2 days, 0:28:49 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 3.4923 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7706 loss: 4.7706 2022/06/25 11:40:06 - mmengine - INFO - Epoch(train) [4][1820/3757] lr: 9.993e-03 eta: 2 days, 0:28:39 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.3707 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4899 loss: 4.4899 2022/06/25 11:40:12 - mmengine - INFO - Epoch(train) [4][1840/3757] lr: 9.993e-03 eta: 2 days, 0:28:53 time: 0.373 data_time: 0.030 memory: 5036 grad_norm: 3.2733 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7452 loss: 4.7452 2022/06/25 11:40:17 - mmengine - INFO - Epoch(train) [4][1860/3757] lr: 9.993e-03 eta: 2 days, 0:28:44 time: 0.280 data_time: 0.040 memory: 5036 grad_norm: 3.4766 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5943 loss: 4.5943 2022/06/25 11:40:22 - mmengine - INFO - Epoch(train) [4][1880/3757] lr: 9.993e-03 eta: 2 days, 0:28:30 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.6787 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7363 loss: 4.7363 2022/06/25 11:40:28 - mmengine - INFO - Epoch(train) [4][1900/3757] lr: 9.993e-03 eta: 2 days, 0:28:39 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.5212 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.8393 loss: 4.8393 2022/06/25 11:40:33 - mmengine - INFO - Epoch(train) [4][1920/3757] lr: 9.993e-03 eta: 2 days, 0:28:27 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 3.3172 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5352 loss: 4.5352 2022/06/25 11:40:38 - mmengine - INFO - Epoch(train) [4][1940/3757] lr: 9.993e-03 eta: 2 days, 0:28:18 time: 0.274 data_time: 0.039 memory: 5036 grad_norm: 4.3737 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9694 loss: 4.9694 2022/06/25 11:40:43 - mmengine - INFO - Epoch(train) [4][1960/3757] lr: 9.993e-03 eta: 2 days, 0:28:16 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.8480 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5602 loss: 4.5602 2022/06/25 11:40:48 - mmengine - INFO - Epoch(train) [4][1980/3757] lr: 9.993e-03 eta: 2 days, 0:28:08 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.1399 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5020 loss: 4.5020 2022/06/25 11:40:54 - mmengine - INFO - Epoch(train) [4][2000/3757] lr: 9.993e-03 eta: 2 days, 0:28:11 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.4663 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7795 loss: 4.7795 2022/06/25 11:40:59 - mmengine - INFO - Epoch(train) [4][2020/3757] lr: 9.993e-03 eta: 2 days, 0:28:21 time: 0.294 data_time: 0.057 memory: 5036 grad_norm: 3.5197 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3179 loss: 4.3179 2022/06/25 11:41:05 - mmengine - INFO - Epoch(train) [4][2040/3757] lr: 9.993e-03 eta: 2 days, 0:28:27 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.5242 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.7042 loss: 4.7042 2022/06/25 11:41:10 - mmengine - INFO - Epoch(train) [4][2060/3757] lr: 9.993e-03 eta: 2 days, 0:28:28 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.5090 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6384 loss: 4.6384 2022/06/25 11:41:15 - mmengine - INFO - Epoch(train) [4][2080/3757] lr: 9.993e-03 eta: 2 days, 0:28:16 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.1586 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3812 loss: 4.3812 2022/06/25 11:41:21 - mmengine - INFO - Epoch(train) [4][2100/3757] lr: 9.993e-03 eta: 2 days, 0:28:06 time: 0.276 data_time: 0.039 memory: 5036 grad_norm: 3.3160 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6726 loss: 4.6726 2022/06/25 11:41:26 - mmengine - INFO - Epoch(train) [4][2120/3757] lr: 9.993e-03 eta: 2 days, 0:27:55 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.5376 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6793 loss: 4.6793 2022/06/25 11:41:31 - mmengine - INFO - Epoch(train) [4][2140/3757] lr: 9.993e-03 eta: 2 days, 0:27:45 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.4431 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9031 loss: 4.9031 2022/06/25 11:41:36 - mmengine - INFO - Epoch(train) [4][2160/3757] lr: 9.993e-03 eta: 2 days, 0:27:41 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 3.5098 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6630 loss: 4.6630 2022/06/25 11:41:42 - mmengine - INFO - Epoch(train) [4][2180/3757] lr: 9.993e-03 eta: 2 days, 0:27:40 time: 0.317 data_time: 0.078 memory: 5036 grad_norm: 3.5450 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.5606 loss: 4.5606 2022/06/25 11:41:47 - mmengine - INFO - Epoch(train) [4][2200/3757] lr: 9.993e-03 eta: 2 days, 0:27:30 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.7941 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5590 loss: 4.5590 2022/06/25 11:41:52 - mmengine - INFO - Epoch(train) [4][2220/3757] lr: 9.993e-03 eta: 2 days, 0:27:43 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.8496 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8098 loss: 4.8098 2022/06/25 11:41:57 - mmengine - INFO - Epoch(train) [4][2240/3757] lr: 9.993e-03 eta: 2 days, 0:27:31 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.6230 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3586 loss: 4.3586 2022/06/25 11:42:03 - mmengine - INFO - Epoch(train) [4][2260/3757] lr: 9.993e-03 eta: 2 days, 0:27:28 time: 0.267 data_time: 0.029 memory: 5036 grad_norm: 3.6698 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7910 loss: 4.7910 2022/06/25 11:42:08 - mmengine - INFO - Epoch(train) [4][2280/3757] lr: 9.993e-03 eta: 2 days, 0:27:13 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.6045 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4733 loss: 4.4733 2022/06/25 11:42:13 - mmengine - INFO - Epoch(train) [4][2300/3757] lr: 9.993e-03 eta: 2 days, 0:26:59 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 3.6168 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7931 loss: 4.7931 2022/06/25 11:42:18 - mmengine - INFO - Epoch(train) [4][2320/3757] lr: 9.993e-03 eta: 2 days, 0:26:45 time: 0.240 data_time: 0.005 memory: 5036 grad_norm: 3.5647 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9128 loss: 4.9128 2022/06/25 11:42:23 - mmengine - INFO - Epoch(train) [4][2340/3757] lr: 9.993e-03 eta: 2 days, 0:26:33 time: 0.251 data_time: 0.013 memory: 5036 grad_norm: 3.4716 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3756 loss: 4.3756 2022/06/25 11:42:28 - mmengine - INFO - Epoch(train) [4][2360/3757] lr: 9.993e-03 eta: 2 days, 0:26:20 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.5384 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7414 loss: 4.7414 2022/06/25 11:42:34 - mmengine - INFO - Epoch(train) [4][2380/3757] lr: 9.993e-03 eta: 2 days, 0:26:32 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 3.5728 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.4329 loss: 4.4329 2022/06/25 11:42:39 - mmengine - INFO - Epoch(train) [4][2400/3757] lr: 9.993e-03 eta: 2 days, 0:26:17 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.4406 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.5721 loss: 4.5721 2022/06/25 11:42:44 - mmengine - INFO - Epoch(train) [4][2420/3757] lr: 9.993e-03 eta: 2 days, 0:26:17 time: 0.281 data_time: 0.037 memory: 5036 grad_norm: 3.4353 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.9565 loss: 4.9565 2022/06/25 11:42:49 - mmengine - INFO - Epoch(train) [4][2440/3757] lr: 9.993e-03 eta: 2 days, 0:26:01 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.3769 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4203 loss: 4.4203 2022/06/25 11:42:55 - mmengine - INFO - Epoch(train) [4][2460/3757] lr: 9.993e-03 eta: 2 days, 0:25:57 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.5657 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7588 loss: 4.7588 2022/06/25 11:43:00 - mmengine - INFO - Epoch(train) [4][2480/3757] lr: 9.993e-03 eta: 2 days, 0:25:45 time: 0.252 data_time: 0.014 memory: 5036 grad_norm: 3.4483 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.7337 loss: 4.7337 2022/06/25 11:43:05 - mmengine - INFO - Epoch(train) [4][2500/3757] lr: 9.993e-03 eta: 2 days, 0:25:40 time: 0.267 data_time: 0.028 memory: 5036 grad_norm: 3.4981 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6118 loss: 4.6118 2022/06/25 11:43:10 - mmengine - INFO - Epoch(train) [4][2520/3757] lr: 9.993e-03 eta: 2 days, 0:25:27 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.4044 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6498 loss: 4.6498 2022/06/25 11:43:16 - mmengine - INFO - Epoch(train) [4][2540/3757] lr: 9.993e-03 eta: 2 days, 0:25:42 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.3398 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5228 loss: 4.5228 2022/06/25 11:43:21 - mmengine - INFO - Epoch(train) [4][2560/3757] lr: 9.993e-03 eta: 2 days, 0:25:31 time: 0.261 data_time: 0.026 memory: 5036 grad_norm: 3.6981 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6689 loss: 4.6689 2022/06/25 11:43:26 - mmengine - INFO - Epoch(train) [4][2580/3757] lr: 9.993e-03 eta: 2 days, 0:25:30 time: 0.261 data_time: 0.021 memory: 5036 grad_norm: 3.4877 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8105 loss: 4.8105 2022/06/25 11:43:31 - mmengine - INFO - Epoch(train) [4][2600/3757] lr: 9.993e-03 eta: 2 days, 0:25:18 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.6165 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6492 loss: 4.6492 2022/06/25 11:43:37 - mmengine - INFO - Epoch(train) [4][2620/3757] lr: 9.993e-03 eta: 2 days, 0:25:04 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.4810 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.5820 loss: 4.5820 2022/06/25 11:43:42 - mmengine - INFO - Epoch(train) [4][2640/3757] lr: 9.993e-03 eta: 2 days, 0:24:51 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 3.3520 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.9214 loss: 4.9214 2022/06/25 11:43:47 - mmengine - INFO - Epoch(train) [4][2660/3757] lr: 9.993e-03 eta: 2 days, 0:24:40 time: 0.268 data_time: 0.029 memory: 5036 grad_norm: 3.3031 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8800 loss: 4.8800 2022/06/25 11:43:52 - mmengine - INFO - Epoch(train) [4][2680/3757] lr: 9.993e-03 eta: 2 days, 0:24:30 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.4689 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5841 loss: 4.5841 2022/06/25 11:43:57 - mmengine - INFO - Epoch(train) [4][2700/3757] lr: 9.993e-03 eta: 2 days, 0:24:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 3.3517 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5817 loss: 4.5817 2022/06/25 11:44:02 - mmengine - INFO - Epoch(train) [4][2720/3757] lr: 9.993e-03 eta: 2 days, 0:24:07 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.9645 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6705 loss: 4.6705 2022/06/25 11:44:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:44:07 - mmengine - INFO - Epoch(train) [4][2740/3757] lr: 9.993e-03 eta: 2 days, 0:23:55 time: 0.268 data_time: 0.017 memory: 5036 grad_norm: 3.5275 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3935 loss: 4.3935 2022/06/25 11:44:13 - mmengine - INFO - Epoch(train) [4][2760/3757] lr: 9.993e-03 eta: 2 days, 0:23:47 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.4711 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.5250 loss: 4.5250 2022/06/25 11:44:18 - mmengine - INFO - Epoch(train) [4][2780/3757] lr: 9.993e-03 eta: 2 days, 0:23:40 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.4643 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.5274 loss: 4.5274 2022/06/25 11:44:23 - mmengine - INFO - Epoch(train) [4][2800/3757] lr: 9.993e-03 eta: 2 days, 0:23:30 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 3.1689 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.5500 loss: 4.5500 2022/06/25 11:44:28 - mmengine - INFO - Epoch(train) [4][2820/3757] lr: 9.993e-03 eta: 2 days, 0:23:17 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 3.4366 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6276 loss: 4.6276 2022/06/25 11:44:33 - mmengine - INFO - Epoch(train) [4][2840/3757] lr: 9.993e-03 eta: 2 days, 0:23:05 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.6640 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5856 loss: 4.5856 2022/06/25 11:44:38 - mmengine - INFO - Epoch(train) [4][2860/3757] lr: 9.993e-03 eta: 2 days, 0:22:54 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.5614 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7492 loss: 4.7492 2022/06/25 11:44:43 - mmengine - INFO - Epoch(train) [4][2880/3757] lr: 9.993e-03 eta: 2 days, 0:22:42 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 3.6265 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4810 loss: 4.4810 2022/06/25 11:44:49 - mmengine - INFO - Epoch(train) [4][2900/3757] lr: 9.993e-03 eta: 2 days, 0:22:55 time: 0.780 data_time: 0.005 memory: 5036 grad_norm: 3.3985 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6117 loss: 4.6117 2022/06/25 11:44:54 - mmengine - INFO - Epoch(train) [4][2920/3757] lr: 9.993e-03 eta: 2 days, 0:22:51 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 3.2552 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 5.0282 loss: 5.0282 2022/06/25 11:45:00 - mmengine - INFO - Epoch(train) [4][2940/3757] lr: 9.993e-03 eta: 2 days, 0:22:41 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.2271 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6195 loss: 4.6195 2022/06/25 11:45:05 - mmengine - INFO - Epoch(train) [4][2960/3757] lr: 9.993e-03 eta: 2 days, 0:22:32 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.4434 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2098 loss: 4.2098 2022/06/25 11:45:10 - mmengine - INFO - Epoch(train) [4][2980/3757] lr: 9.993e-03 eta: 2 days, 0:22:40 time: 0.394 data_time: 0.008 memory: 5036 grad_norm: 3.5661 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6655 loss: 4.6655 2022/06/25 11:45:16 - mmengine - INFO - Epoch(train) [4][3000/3757] lr: 9.993e-03 eta: 2 days, 0:22:47 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.6740 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6827 loss: 4.6827 2022/06/25 11:45:21 - mmengine - INFO - Epoch(train) [4][3020/3757] lr: 9.993e-03 eta: 2 days, 0:22:37 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.3439 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9514 loss: 4.9514 2022/06/25 11:45:26 - mmengine - INFO - Epoch(train) [4][3040/3757] lr: 9.993e-03 eta: 2 days, 0:22:33 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.5589 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.6161 loss: 4.6161 2022/06/25 11:45:31 - mmengine - INFO - Epoch(train) [4][3060/3757] lr: 9.993e-03 eta: 2 days, 0:22:25 time: 0.295 data_time: 0.002 memory: 5036 grad_norm: 3.6602 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6386 loss: 4.6386 2022/06/25 11:45:37 - mmengine - INFO - Epoch(train) [4][3080/3757] lr: 9.993e-03 eta: 2 days, 0:22:12 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.4267 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6750 loss: 4.6750 2022/06/25 11:45:42 - mmengine - INFO - Epoch(train) [4][3100/3757] lr: 9.993e-03 eta: 2 days, 0:22:03 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.5490 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8089 loss: 4.8089 2022/06/25 11:45:47 - mmengine - INFO - Epoch(train) [4][3120/3757] lr: 9.993e-03 eta: 2 days, 0:21:55 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.7241 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7677 loss: 4.7677 2022/06/25 11:45:52 - mmengine - INFO - Epoch(train) [4][3140/3757] lr: 9.993e-03 eta: 2 days, 0:21:52 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.3845 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 5.0269 loss: 5.0269 2022/06/25 11:45:57 - mmengine - INFO - Epoch(train) [4][3160/3757] lr: 9.993e-03 eta: 2 days, 0:21:41 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.7367 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 5.0267 loss: 5.0267 2022/06/25 11:46:03 - mmengine - INFO - Epoch(train) [4][3180/3757] lr: 9.993e-03 eta: 2 days, 0:21:41 time: 0.300 data_time: 0.002 memory: 5036 grad_norm: 3.5988 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4666 loss: 4.4666 2022/06/25 11:46:08 - mmengine - INFO - Epoch(train) [4][3200/3757] lr: 9.993e-03 eta: 2 days, 0:21:33 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.8138 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5034 loss: 4.5034 2022/06/25 11:46:14 - mmengine - INFO - Epoch(train) [4][3220/3757] lr: 9.993e-03 eta: 2 days, 0:21:45 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.3697 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7320 loss: 4.7320 2022/06/25 11:46:19 - mmengine - INFO - Epoch(train) [4][3240/3757] lr: 9.993e-03 eta: 2 days, 0:21:33 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.4509 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4717 loss: 4.4717 2022/06/25 11:46:24 - mmengine - INFO - Epoch(train) [4][3260/3757] lr: 9.993e-03 eta: 2 days, 0:21:23 time: 0.266 data_time: 0.005 memory: 5036 grad_norm: 3.6703 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3579 loss: 4.3579 2022/06/25 11:46:29 - mmengine - INFO - Epoch(train) [4][3280/3757] lr: 9.993e-03 eta: 2 days, 0:21:11 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.5308 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4570 loss: 4.4570 2022/06/25 11:46:34 - mmengine - INFO - Epoch(train) [4][3300/3757] lr: 9.993e-03 eta: 2 days, 0:21:15 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.5870 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3718 loss: 4.3718 2022/06/25 11:46:40 - mmengine - INFO - Epoch(train) [4][3320/3757] lr: 9.993e-03 eta: 2 days, 0:21:04 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 3.4160 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6945 loss: 4.6945 2022/06/25 11:46:45 - mmengine - INFO - Epoch(train) [4][3340/3757] lr: 9.993e-03 eta: 2 days, 0:20:59 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 3.4434 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7724 loss: 4.7724 2022/06/25 11:46:50 - mmengine - INFO - Epoch(train) [4][3360/3757] lr: 9.993e-03 eta: 2 days, 0:20:49 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.6671 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4597 loss: 4.4597 2022/06/25 11:46:56 - mmengine - INFO - Epoch(train) [4][3380/3757] lr: 9.993e-03 eta: 2 days, 0:20:59 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.5764 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5318 loss: 4.5318 2022/06/25 11:47:01 - mmengine - INFO - Epoch(train) [4][3400/3757] lr: 9.993e-03 eta: 2 days, 0:20:46 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.7914 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3993 loss: 4.3993 2022/06/25 11:47:06 - mmengine - INFO - Epoch(train) [4][3420/3757] lr: 9.993e-03 eta: 2 days, 0:20:48 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 3.7953 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6767 loss: 4.6767 2022/06/25 11:47:11 - mmengine - INFO - Epoch(train) [4][3440/3757] lr: 9.993e-03 eta: 2 days, 0:20:38 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.3432 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2812 loss: 4.2812 2022/06/25 11:47:17 - mmengine - INFO - Epoch(train) [4][3460/3757] lr: 9.993e-03 eta: 2 days, 0:20:33 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.4935 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7776 loss: 4.7776 2022/06/25 11:47:22 - mmengine - INFO - Epoch(train) [4][3480/3757] lr: 9.993e-03 eta: 2 days, 0:20:24 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.2939 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6326 loss: 4.6326 2022/06/25 11:47:27 - mmengine - INFO - Epoch(train) [4][3500/3757] lr: 9.993e-03 eta: 2 days, 0:20:18 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 3.3311 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4252 loss: 4.4252 2022/06/25 11:47:32 - mmengine - INFO - Epoch(train) [4][3520/3757] lr: 9.993e-03 eta: 2 days, 0:20:07 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.4020 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4936 loss: 4.4936 2022/06/25 11:47:37 - mmengine - INFO - Epoch(train) [4][3540/3757] lr: 9.993e-03 eta: 2 days, 0:19:55 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.5349 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5561 loss: 4.5561 2022/06/25 11:47:42 - mmengine - INFO - Epoch(train) [4][3560/3757] lr: 9.993e-03 eta: 2 days, 0:19:47 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.6836 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6521 loss: 4.6521 2022/06/25 11:47:48 - mmengine - INFO - Epoch(train) [4][3580/3757] lr: 9.993e-03 eta: 2 days, 0:19:38 time: 0.269 data_time: 0.008 memory: 5036 grad_norm: 3.6221 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.7182 loss: 4.7182 2022/06/25 11:47:53 - mmengine - INFO - Epoch(train) [4][3600/3757] lr: 9.993e-03 eta: 2 days, 0:19:29 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 3.3357 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4496 loss: 4.4496 2022/06/25 11:47:58 - mmengine - INFO - Epoch(train) [4][3620/3757] lr: 9.993e-03 eta: 2 days, 0:19:19 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.3038 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6554 loss: 4.6554 2022/06/25 11:48:03 - mmengine - INFO - Epoch(train) [4][3640/3757] lr: 9.993e-03 eta: 2 days, 0:19:11 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.8062 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6700 loss: 4.6700 2022/06/25 11:48:08 - mmengine - INFO - Epoch(train) [4][3660/3757] lr: 9.993e-03 eta: 2 days, 0:19:10 time: 0.394 data_time: 0.008 memory: 5036 grad_norm: 3.3609 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.2916 loss: 4.2916 2022/06/25 11:48:14 - mmengine - INFO - Epoch(train) [4][3680/3757] lr: 9.993e-03 eta: 2 days, 0:18:58 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.5621 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6315 loss: 4.6315 2022/06/25 11:48:19 - mmengine - INFO - Epoch(train) [4][3700/3757] lr: 9.993e-03 eta: 2 days, 0:18:48 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.8155 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4128 loss: 4.4128 2022/06/25 11:48:24 - mmengine - INFO - Epoch(train) [4][3720/3757] lr: 9.993e-03 eta: 2 days, 0:18:41 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.3939 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6275 loss: 4.6275 2022/06/25 11:48:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:48:29 - mmengine - INFO - Epoch(train) [4][3740/3757] lr: 9.993e-03 eta: 2 days, 0:18:32 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 3.2837 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7226 loss: 4.7226 2022/06/25 11:48:33 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:48:33 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/06/25 11:48:47 - mmengine - INFO - Epoch(val) [4][20/310] eta: 0:01:52 time: 0.103 data_time: 0.001 memory: 5036 2022/06/25 11:48:52 - mmengine - INFO - Epoch(val) [4][40/310] eta: 0:01:36 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 11:48:56 - mmengine - INFO - Epoch(val) [4][60/310] eta: 0:00:26 time: 0.109 data_time: 0.002 memory: 1723 2022/06/25 11:49:00 - mmengine - INFO - Epoch(val) [4][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:49:08 - mmengine - INFO - Epoch(val) [4][100/310] eta: 0:01:15 time: 0.111 data_time: 0.002 memory: 1723 2022/06/25 11:49:12 - mmengine - INFO - Epoch(val) [4][120/310] eta: 0:01:12 time: 0.110 data_time: 0.008 memory: 1723 2022/06/25 11:49:17 - mmengine - INFO - Epoch(val) [4][140/310] eta: 0:00:17 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 11:49:21 - mmengine - INFO - Epoch(val) [4][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:49:28 - mmengine - INFO - Epoch(val) [4][180/310] eta: 0:00:43 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 11:49:33 - mmengine - INFO - Epoch(val) [4][200/310] eta: 0:00:37 time: 0.106 data_time: 0.004 memory: 1723 2022/06/25 11:49:38 - mmengine - INFO - Epoch(val) [4][220/310] eta: 0:00:09 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 11:49:42 - mmengine - INFO - Epoch(val) [4][240/310] eta: 0:00:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 11:49:49 - mmengine - INFO - Epoch(val) [4][260/310] eta: 0:00:17 time: 0.460 data_time: 0.358 memory: 1723 2022/06/25 11:49:53 - mmengine - INFO - Epoch(val) [4][280/310] eta: 0:00:08 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 11:49:55 - mmengine - INFO - Epoch(val) [4][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 11:49:57 - mmengine - INFO - Epoch(val) [4][310/310] acc/top1: 0.1043 acc/top5: 0.2791 acc/mean1: 0.1042 2022/06/25 11:50:07 - mmengine - INFO - Epoch(train) [5][20/3757] lr: 9.988e-03 eta: 2 days, 0:20:09 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3007 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6028 loss: 4.6028 2022/06/25 11:50:13 - mmengine - INFO - Epoch(train) [5][40/3757] lr: 9.988e-03 eta: 2 days, 0:20:04 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.6041 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7233 loss: 4.7233 2022/06/25 11:50:18 - mmengine - INFO - Epoch(train) [5][60/3757] lr: 9.988e-03 eta: 2 days, 0:19:58 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 3.6244 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7030 loss: 4.7030 2022/06/25 11:50:23 - mmengine - INFO - Epoch(train) [5][80/3757] lr: 9.988e-03 eta: 2 days, 0:19:58 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.5546 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5739 loss: 4.5739 2022/06/25 11:50:28 - mmengine - INFO - Epoch(train) [5][100/3757] lr: 9.988e-03 eta: 2 days, 0:19:54 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 3.5705 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.3341 loss: 4.3341 2022/06/25 11:50:34 - mmengine - INFO - Epoch(train) [5][120/3757] lr: 9.988e-03 eta: 2 days, 0:19:56 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.4914 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7560 loss: 4.7560 2022/06/25 11:50:39 - mmengine - INFO - Epoch(train) [5][140/3757] lr: 9.988e-03 eta: 2 days, 0:19:42 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.4186 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6878 loss: 4.6878 2022/06/25 11:50:44 - mmengine - INFO - Epoch(train) [5][160/3757] lr: 9.988e-03 eta: 2 days, 0:19:47 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 3.5896 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.4833 loss: 4.4833 2022/06/25 11:50:50 - mmengine - INFO - Epoch(train) [5][180/3757] lr: 9.988e-03 eta: 2 days, 0:19:56 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7605 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6694 loss: 4.6694 2022/06/25 11:50:55 - mmengine - INFO - Epoch(train) [5][200/3757] lr: 9.988e-03 eta: 2 days, 0:19:49 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.1585 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3982 loss: 4.3982 2022/06/25 11:51:01 - mmengine - INFO - Epoch(train) [5][220/3757] lr: 9.988e-03 eta: 2 days, 0:19:56 time: 0.239 data_time: 0.002 memory: 5036 grad_norm: 3.7263 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.4987 loss: 4.4987 2022/06/25 11:51:06 - mmengine - INFO - Epoch(train) [5][240/3757] lr: 9.988e-03 eta: 2 days, 0:19:43 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.5539 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6709 loss: 4.6709 2022/06/25 11:51:12 - mmengine - INFO - Epoch(train) [5][260/3757] lr: 9.988e-03 eta: 2 days, 0:19:54 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.4363 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8664 loss: 4.8664 2022/06/25 11:51:17 - mmengine - INFO - Epoch(train) [5][280/3757] lr: 9.988e-03 eta: 2 days, 0:20:06 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.4742 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5882 loss: 4.5882 2022/06/25 11:51:22 - mmengine - INFO - Epoch(train) [5][300/3757] lr: 9.988e-03 eta: 2 days, 0:19:54 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.8996 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7527 loss: 4.7527 2022/06/25 11:51:27 - mmengine - INFO - Epoch(train) [5][320/3757] lr: 9.988e-03 eta: 2 days, 0:19:39 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.7772 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6713 loss: 4.6713 2022/06/25 11:51:33 - mmengine - INFO - Epoch(train) [5][340/3757] lr: 9.988e-03 eta: 2 days, 0:19:54 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.2408 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3202 loss: 4.3202 2022/06/25 11:51:38 - mmengine - INFO - Epoch(train) [5][360/3757] lr: 9.988e-03 eta: 2 days, 0:19:40 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.8404 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5936 loss: 4.5936 2022/06/25 11:51:43 - mmengine - INFO - Epoch(train) [5][380/3757] lr: 9.988e-03 eta: 2 days, 0:19:27 time: 0.245 data_time: 0.011 memory: 5036 grad_norm: 3.4522 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6591 loss: 4.6591 2022/06/25 11:51:48 - mmengine - INFO - Epoch(train) [5][400/3757] lr: 9.988e-03 eta: 2 days, 0:19:11 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 3.2476 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5891 loss: 4.5891 2022/06/25 11:51:53 - mmengine - INFO - Epoch(train) [5][420/3757] lr: 9.988e-03 eta: 2 days, 0:18:59 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.5033 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5720 loss: 4.5720 2022/06/25 11:51:58 - mmengine - INFO - Epoch(train) [5][440/3757] lr: 9.988e-03 eta: 2 days, 0:18:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 3.3659 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.7554 loss: 4.7554 2022/06/25 11:52:04 - mmengine - INFO - Epoch(train) [5][460/3757] lr: 9.988e-03 eta: 2 days, 0:18:33 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 3.5856 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5559 loss: 4.5559 2022/06/25 11:52:09 - mmengine - INFO - Epoch(train) [5][480/3757] lr: 9.988e-03 eta: 2 days, 0:18:18 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.5316 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7394 loss: 4.7394 2022/06/25 11:52:14 - mmengine - INFO - Epoch(train) [5][500/3757] lr: 9.988e-03 eta: 2 days, 0:18:29 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.7936 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.9360 loss: 4.9360 2022/06/25 11:52:19 - mmengine - INFO - Epoch(train) [5][520/3757] lr: 9.988e-03 eta: 2 days, 0:18:13 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.5306 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4471 loss: 4.4471 2022/06/25 11:52:24 - mmengine - INFO - Epoch(train) [5][540/3757] lr: 9.988e-03 eta: 2 days, 0:18:01 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.6424 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3564 loss: 4.3564 2022/06/25 11:52:29 - mmengine - INFO - Epoch(train) [5][560/3757] lr: 9.988e-03 eta: 2 days, 0:17:48 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.5012 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6450 loss: 4.6450 2022/06/25 11:52:35 - mmengine - INFO - Epoch(train) [5][580/3757] lr: 9.988e-03 eta: 2 days, 0:17:48 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.2884 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5081 loss: 4.5081 2022/06/25 11:52:40 - mmengine - INFO - Epoch(train) [5][600/3757] lr: 9.988e-03 eta: 2 days, 0:17:34 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.3212 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4591 loss: 4.4591 2022/06/25 11:52:45 - mmengine - INFO - Epoch(train) [5][620/3757] lr: 9.988e-03 eta: 2 days, 0:17:22 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.6342 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6008 loss: 4.6008 2022/06/25 11:52:50 - mmengine - INFO - Epoch(train) [5][640/3757] lr: 9.988e-03 eta: 2 days, 0:17:09 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.6240 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5726 loss: 4.5726 2022/06/25 11:52:55 - mmengine - INFO - Epoch(train) [5][660/3757] lr: 9.988e-03 eta: 2 days, 0:17:03 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.5766 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4998 loss: 4.4998 2022/06/25 11:53:00 - mmengine - INFO - Epoch(train) [5][680/3757] lr: 9.988e-03 eta: 2 days, 0:16:52 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 3.7609 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4607 loss: 4.4607 2022/06/25 11:53:06 - mmengine - INFO - Epoch(train) [5][700/3757] lr: 9.988e-03 eta: 2 days, 0:16:40 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8143 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5707 loss: 4.5707 2022/06/25 11:53:11 - mmengine - INFO - Epoch(train) [5][720/3757] lr: 9.988e-03 eta: 2 days, 0:16:27 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.4631 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2907 loss: 4.2907 2022/06/25 11:53:16 - mmengine - INFO - Epoch(train) [5][740/3757] lr: 9.988e-03 eta: 2 days, 0:16:16 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.4480 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5401 loss: 4.5401 2022/06/25 11:53:21 - mmengine - INFO - Epoch(train) [5][760/3757] lr: 9.988e-03 eta: 2 days, 0:16:04 time: 0.321 data_time: 0.011 memory: 5036 grad_norm: 3.5423 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4678 loss: 4.4678 2022/06/25 11:53:26 - mmengine - INFO - Epoch(train) [5][780/3757] lr: 9.988e-03 eta: 2 days, 0:16:04 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.5700 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4295 loss: 4.4295 2022/06/25 11:53:32 - mmengine - INFO - Epoch(train) [5][800/3757] lr: 9.988e-03 eta: 2 days, 0:15:59 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.6371 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.9103 loss: 4.9103 2022/06/25 11:53:37 - mmengine - INFO - Epoch(train) [5][820/3757] lr: 9.988e-03 eta: 2 days, 0:16:09 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.6813 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3606 loss: 4.3606 2022/06/25 11:53:42 - mmengine - INFO - Epoch(train) [5][840/3757] lr: 9.988e-03 eta: 2 days, 0:15:57 time: 0.270 data_time: 0.011 memory: 5036 grad_norm: 3.8251 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2665 loss: 4.2665 2022/06/25 11:53:47 - mmengine - INFO - Epoch(train) [5][860/3757] lr: 9.988e-03 eta: 2 days, 0:15:49 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.6480 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5942 loss: 4.5942 2022/06/25 11:53:53 - mmengine - INFO - Epoch(train) [5][880/3757] lr: 9.988e-03 eta: 2 days, 0:15:45 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.5113 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6768 loss: 4.6768 2022/06/25 11:53:58 - mmengine - INFO - Epoch(train) [5][900/3757] lr: 9.988e-03 eta: 2 days, 0:15:44 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.7007 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4816 loss: 4.4816 2022/06/25 11:54:04 - mmengine - INFO - Epoch(train) [5][920/3757] lr: 9.988e-03 eta: 2 days, 0:15:48 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.6092 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.4330 loss: 4.4330 2022/06/25 11:54:09 - mmengine - INFO - Epoch(train) [5][940/3757] lr: 9.988e-03 eta: 2 days, 0:15:42 time: 0.238 data_time: 0.002 memory: 5036 grad_norm: 3.4360 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.5374 loss: 4.5374 2022/06/25 11:54:15 - mmengine - INFO - Epoch(train) [5][960/3757] lr: 9.988e-03 eta: 2 days, 0:16:10 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.7697 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7784 loss: 4.7784 2022/06/25 11:54:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:54:20 - mmengine - INFO - Epoch(train) [5][980/3757] lr: 9.988e-03 eta: 2 days, 0:16:02 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.8840 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.9253 loss: 4.9253 2022/06/25 11:54:25 - mmengine - INFO - Epoch(train) [5][1000/3757] lr: 9.988e-03 eta: 2 days, 0:15:51 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.3011 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1754 loss: 4.1754 2022/06/25 11:54:30 - mmengine - INFO - Epoch(train) [5][1020/3757] lr: 9.988e-03 eta: 2 days, 0:15:39 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 3.4440 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8795 loss: 4.8795 2022/06/25 11:54:36 - mmengine - INFO - Epoch(train) [5][1040/3757] lr: 9.988e-03 eta: 2 days, 0:15:36 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.3023 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3432 loss: 4.3432 2022/06/25 11:54:41 - mmengine - INFO - Epoch(train) [5][1060/3757] lr: 9.988e-03 eta: 2 days, 0:15:24 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.6063 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.8311 loss: 4.8311 2022/06/25 11:54:46 - mmengine - INFO - Epoch(train) [5][1080/3757] lr: 9.988e-03 eta: 2 days, 0:15:12 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.5644 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5271 loss: 4.5271 2022/06/25 11:54:51 - mmengine - INFO - Epoch(train) [5][1100/3757] lr: 9.988e-03 eta: 2 days, 0:15:00 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.2528 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3983 loss: 4.3983 2022/06/25 11:54:56 - mmengine - INFO - Epoch(train) [5][1120/3757] lr: 9.988e-03 eta: 2 days, 0:15:04 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.3555 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.4303 loss: 4.4303 2022/06/25 11:55:02 - mmengine - INFO - Epoch(train) [5][1140/3757] lr: 9.988e-03 eta: 2 days, 0:14:52 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.3386 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.3862 loss: 4.3862 2022/06/25 11:55:07 - mmengine - INFO - Epoch(train) [5][1160/3757] lr: 9.988e-03 eta: 2 days, 0:14:41 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.6272 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.8286 loss: 4.8286 2022/06/25 11:55:12 - mmengine - INFO - Epoch(train) [5][1180/3757] lr: 9.988e-03 eta: 2 days, 0:14:30 time: 0.250 data_time: 0.014 memory: 5036 grad_norm: 3.7311 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3247 loss: 4.3247 2022/06/25 11:55:17 - mmengine - INFO - Epoch(train) [5][1200/3757] lr: 9.988e-03 eta: 2 days, 0:14:29 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.5027 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7621 loss: 4.7621 2022/06/25 11:55:22 - mmengine - INFO - Epoch(train) [5][1220/3757] lr: 9.988e-03 eta: 2 days, 0:14:24 time: 0.427 data_time: 0.002 memory: 5036 grad_norm: 3.8722 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.9292 loss: 4.9292 2022/06/25 11:55:28 - mmengine - INFO - Epoch(train) [5][1240/3757] lr: 9.988e-03 eta: 2 days, 0:14:15 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.3496 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6818 loss: 4.6818 2022/06/25 11:55:33 - mmengine - INFO - Epoch(train) [5][1260/3757] lr: 9.988e-03 eta: 2 days, 0:14:08 time: 0.250 data_time: 0.014 memory: 5036 grad_norm: 3.8750 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4226 loss: 4.4226 2022/06/25 11:55:38 - mmengine - INFO - Epoch(train) [5][1280/3757] lr: 9.988e-03 eta: 2 days, 0:13:58 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.2252 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7160 loss: 4.7160 2022/06/25 11:55:43 - mmengine - INFO - Epoch(train) [5][1300/3757] lr: 9.988e-03 eta: 2 days, 0:13:52 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.6872 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5369 loss: 4.5369 2022/06/25 11:55:48 - mmengine - INFO - Epoch(train) [5][1320/3757] lr: 9.988e-03 eta: 2 days, 0:13:41 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.5022 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5709 loss: 4.5709 2022/06/25 11:55:54 - mmengine - INFO - Epoch(train) [5][1340/3757] lr: 9.988e-03 eta: 2 days, 0:13:35 time: 0.254 data_time: 0.018 memory: 5036 grad_norm: 3.1042 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.8560 loss: 4.8560 2022/06/25 11:55:59 - mmengine - INFO - Epoch(train) [5][1360/3757] lr: 9.988e-03 eta: 2 days, 0:13:25 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.4751 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5204 loss: 4.5204 2022/06/25 11:56:04 - mmengine - INFO - Epoch(train) [5][1380/3757] lr: 9.988e-03 eta: 2 days, 0:13:14 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.4914 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5495 loss: 4.5495 2022/06/25 11:56:09 - mmengine - INFO - Epoch(train) [5][1400/3757] lr: 9.988e-03 eta: 2 days, 0:13:03 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.6311 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7529 loss: 4.7529 2022/06/25 11:56:14 - mmengine - INFO - Epoch(train) [5][1420/3757] lr: 9.988e-03 eta: 2 days, 0:13:00 time: 0.248 data_time: 0.013 memory: 5036 grad_norm: 3.7712 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4155 loss: 4.4155 2022/06/25 11:56:20 - mmengine - INFO - Epoch(train) [5][1440/3757] lr: 9.988e-03 eta: 2 days, 0:13:01 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 3.7008 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4661 loss: 4.4661 2022/06/25 11:56:25 - mmengine - INFO - Epoch(train) [5][1460/3757] lr: 9.988e-03 eta: 2 days, 0:13:02 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.8525 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.2373 loss: 4.2373 2022/06/25 11:56:30 - mmengine - INFO - Epoch(train) [5][1480/3757] lr: 9.988e-03 eta: 2 days, 0:12:49 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.6334 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5446 loss: 4.5446 2022/06/25 11:56:35 - mmengine - INFO - Epoch(train) [5][1500/3757] lr: 9.988e-03 eta: 2 days, 0:12:42 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 3.6420 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5973 loss: 4.5973 2022/06/25 11:56:41 - mmengine - INFO - Epoch(train) [5][1520/3757] lr: 9.988e-03 eta: 2 days, 0:12:43 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.0010 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5399 loss: 4.5399 2022/06/25 11:56:46 - mmengine - INFO - Epoch(train) [5][1540/3757] lr: 9.988e-03 eta: 2 days, 0:12:35 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.5290 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4273 loss: 4.4273 2022/06/25 11:56:51 - mmengine - INFO - Epoch(train) [5][1560/3757] lr: 9.988e-03 eta: 2 days, 0:12:28 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.4608 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6806 loss: 4.6806 2022/06/25 11:56:57 - mmengine - INFO - Epoch(train) [5][1580/3757] lr: 9.988e-03 eta: 2 days, 0:12:28 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 3.4907 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5385 loss: 4.5385 2022/06/25 11:57:02 - mmengine - INFO - Epoch(train) [5][1600/3757] lr: 9.988e-03 eta: 2 days, 0:12:18 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.6147 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6961 loss: 4.6961 2022/06/25 11:57:07 - mmengine - INFO - Epoch(train) [5][1620/3757] lr: 9.988e-03 eta: 2 days, 0:12:24 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.5384 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5125 loss: 4.5125 2022/06/25 11:57:12 - mmengine - INFO - Epoch(train) [5][1640/3757] lr: 9.988e-03 eta: 2 days, 0:12:13 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 3.3452 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6615 loss: 4.6615 2022/06/25 11:57:18 - mmengine - INFO - Epoch(train) [5][1660/3757] lr: 9.988e-03 eta: 2 days, 0:12:06 time: 0.246 data_time: 0.014 memory: 5036 grad_norm: 3.4042 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.8476 loss: 4.8476 2022/06/25 11:57:23 - mmengine - INFO - Epoch(train) [5][1680/3757] lr: 9.988e-03 eta: 2 days, 0:12:06 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.4276 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6355 loss: 4.6355 2022/06/25 11:57:28 - mmengine - INFO - Epoch(train) [5][1700/3757] lr: 9.988e-03 eta: 2 days, 0:11:58 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.7803 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7212 loss: 4.7212 2022/06/25 11:57:33 - mmengine - INFO - Epoch(train) [5][1720/3757] lr: 9.988e-03 eta: 2 days, 0:11:47 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.2646 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.9226 loss: 4.9226 2022/06/25 11:57:39 - mmengine - INFO - Epoch(train) [5][1740/3757] lr: 9.988e-03 eta: 2 days, 0:11:37 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 3.4410 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3780 loss: 4.3780 2022/06/25 11:57:44 - mmengine - INFO - Epoch(train) [5][1760/3757] lr: 9.988e-03 eta: 2 days, 0:11:28 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 3.2898 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7285 loss: 4.7285 2022/06/25 11:57:49 - mmengine - INFO - Epoch(train) [5][1780/3757] lr: 9.988e-03 eta: 2 days, 0:11:18 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.8974 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7587 loss: 4.7587 2022/06/25 11:57:54 - mmengine - INFO - Epoch(train) [5][1800/3757] lr: 9.988e-03 eta: 2 days, 0:11:15 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.5028 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7933 loss: 4.7933 2022/06/25 11:57:59 - mmengine - INFO - Epoch(train) [5][1820/3757] lr: 9.988e-03 eta: 2 days, 0:11:05 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 3.6897 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.5262 loss: 4.5262 2022/06/25 11:58:05 - mmengine - INFO - Epoch(train) [5][1840/3757] lr: 9.988e-03 eta: 2 days, 0:10:58 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.7590 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6096 loss: 4.6096 2022/06/25 11:58:10 - mmengine - INFO - Epoch(train) [5][1860/3757] lr: 9.988e-03 eta: 2 days, 0:10:49 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.9030 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4958 loss: 4.4958 2022/06/25 11:58:15 - mmengine - INFO - Epoch(train) [5][1880/3757] lr: 9.988e-03 eta: 2 days, 0:11:02 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.4223 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3712 loss: 4.3712 2022/06/25 11:58:21 - mmengine - INFO - Epoch(train) [5][1900/3757] lr: 9.988e-03 eta: 2 days, 0:10:52 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.6305 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5959 loss: 4.5959 2022/06/25 11:58:26 - mmengine - INFO - Epoch(train) [5][1920/3757] lr: 9.988e-03 eta: 2 days, 0:10:47 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.1651 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2595 loss: 4.2595 2022/06/25 11:58:31 - mmengine - INFO - Epoch(train) [5][1940/3757] lr: 9.988e-03 eta: 2 days, 0:10:38 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.3901 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.5002 loss: 4.5002 2022/06/25 11:58:36 - mmengine - INFO - Epoch(train) [5][1960/3757] lr: 9.988e-03 eta: 2 days, 0:10:37 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.8422 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3151 loss: 4.3151 2022/06/25 11:58:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 11:58:42 - mmengine - INFO - Epoch(train) [5][1980/3757] lr: 9.988e-03 eta: 2 days, 0:10:30 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 3.5296 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4994 loss: 4.4994 2022/06/25 11:58:47 - mmengine - INFO - Epoch(train) [5][2000/3757] lr: 9.988e-03 eta: 2 days, 0:10:27 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.5296 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4863 loss: 4.4863 2022/06/25 11:58:52 - mmengine - INFO - Epoch(train) [5][2020/3757] lr: 9.988e-03 eta: 2 days, 0:10:19 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.7959 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3961 loss: 4.3961 2022/06/25 11:58:58 - mmengine - INFO - Epoch(train) [5][2040/3757] lr: 9.988e-03 eta: 2 days, 0:10:27 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.1252 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7667 loss: 4.7667 2022/06/25 11:59:03 - mmengine - INFO - Epoch(train) [5][2060/3757] lr: 9.988e-03 eta: 2 days, 0:10:25 time: 0.415 data_time: 0.168 memory: 5036 grad_norm: 3.6518 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7474 loss: 4.7474 2022/06/25 11:59:08 - mmengine - INFO - Epoch(train) [5][2080/3757] lr: 9.988e-03 eta: 2 days, 0:10:13 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.5336 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3646 loss: 4.3646 2022/06/25 11:59:14 - mmengine - INFO - Epoch(train) [5][2100/3757] lr: 9.988e-03 eta: 2 days, 0:10:24 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.5675 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5916 loss: 4.5916 2022/06/25 11:59:19 - mmengine - INFO - Epoch(train) [5][2120/3757] lr: 9.988e-03 eta: 2 days, 0:10:11 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 3.2855 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4141 loss: 4.4141 2022/06/25 11:59:24 - mmengine - INFO - Epoch(train) [5][2140/3757] lr: 9.988e-03 eta: 2 days, 0:10:02 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 3.3057 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1849 loss: 4.1849 2022/06/25 11:59:29 - mmengine - INFO - Epoch(train) [5][2160/3757] lr: 9.988e-03 eta: 2 days, 0:09:48 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 3.7544 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4828 loss: 4.4828 2022/06/25 11:59:35 - mmengine - INFO - Epoch(train) [5][2180/3757] lr: 9.988e-03 eta: 2 days, 0:09:54 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 3.7978 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4002 loss: 4.4002 2022/06/25 11:59:40 - mmengine - INFO - Epoch(train) [5][2200/3757] lr: 9.988e-03 eta: 2 days, 0:09:39 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 3.5972 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8490 loss: 4.8490 2022/06/25 11:59:45 - mmengine - INFO - Epoch(train) [5][2220/3757] lr: 9.988e-03 eta: 2 days, 0:09:33 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.4758 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5869 loss: 4.5869 2022/06/25 11:59:50 - mmengine - INFO - Epoch(train) [5][2240/3757] lr: 9.988e-03 eta: 2 days, 0:09:18 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 3.6038 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1823 loss: 4.1823 2022/06/25 11:59:55 - mmengine - INFO - Epoch(train) [5][2260/3757] lr: 9.988e-03 eta: 2 days, 0:09:06 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.8707 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3327 loss: 4.3327 2022/06/25 12:00:00 - mmengine - INFO - Epoch(train) [5][2280/3757] lr: 9.988e-03 eta: 2 days, 0:08:51 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 3.7078 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6750 loss: 4.6750 2022/06/25 12:00:07 - mmengine - INFO - Epoch(train) [5][2300/3757] lr: 9.988e-03 eta: 2 days, 0:09:52 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.5607 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3503 loss: 4.3503 2022/06/25 12:00:12 - mmengine - INFO - Epoch(train) [5][2320/3757] lr: 9.988e-03 eta: 2 days, 0:09:40 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.6512 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4473 loss: 4.4473 2022/06/25 12:00:17 - mmengine - INFO - Epoch(train) [5][2340/3757] lr: 9.988e-03 eta: 2 days, 0:09:24 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.8138 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3784 loss: 4.3784 2022/06/25 12:00:22 - mmengine - INFO - Epoch(train) [5][2360/3757] lr: 9.988e-03 eta: 2 days, 0:09:09 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 3.5302 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4634 loss: 4.4634 2022/06/25 12:00:28 - mmengine - INFO - Epoch(train) [5][2380/3757] lr: 9.988e-03 eta: 2 days, 0:09:11 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.5054 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.4719 loss: 4.4719 2022/06/25 12:00:33 - mmengine - INFO - Epoch(train) [5][2400/3757] lr: 9.988e-03 eta: 2 days, 0:08:59 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 3.5004 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.4246 loss: 4.4246 2022/06/25 12:00:38 - mmengine - INFO - Epoch(train) [5][2420/3757] lr: 9.988e-03 eta: 2 days, 0:08:44 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 3.4019 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 4.5628 loss: 4.5628 2022/06/25 12:00:43 - mmengine - INFO - Epoch(train) [5][2440/3757] lr: 9.988e-03 eta: 2 days, 0:08:30 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 3.3648 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.9522 loss: 4.9522 2022/06/25 12:00:49 - mmengine - INFO - Epoch(train) [5][2460/3757] lr: 9.988e-03 eta: 2 days, 0:08:50 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.8968 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.2935 loss: 4.2935 2022/06/25 12:00:54 - mmengine - INFO - Epoch(train) [5][2480/3757] lr: 9.988e-03 eta: 2 days, 0:08:36 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 3.4450 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4852 loss: 4.4852 2022/06/25 12:00:59 - mmengine - INFO - Epoch(train) [5][2500/3757] lr: 9.988e-03 eta: 2 days, 0:08:20 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.6266 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5799 loss: 4.5799 2022/06/25 12:01:04 - mmengine - INFO - Epoch(train) [5][2520/3757] lr: 9.988e-03 eta: 2 days, 0:08:26 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 3.2522 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6604 loss: 4.6604 2022/06/25 12:01:09 - mmengine - INFO - Epoch(train) [5][2540/3757] lr: 9.988e-03 eta: 2 days, 0:08:12 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.5696 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5447 loss: 4.5447 2022/06/25 12:01:14 - mmengine - INFO - Epoch(train) [5][2560/3757] lr: 9.988e-03 eta: 2 days, 0:07:57 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 3.5877 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3426 loss: 4.3426 2022/06/25 12:01:19 - mmengine - INFO - Epoch(train) [5][2580/3757] lr: 9.988e-03 eta: 2 days, 0:07:39 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 3.7103 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5745 loss: 4.5745 2022/06/25 12:01:24 - mmengine - INFO - Epoch(train) [5][2600/3757] lr: 9.988e-03 eta: 2 days, 0:07:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 3.3660 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5265 loss: 4.5265 2022/06/25 12:01:29 - mmengine - INFO - Epoch(train) [5][2620/3757] lr: 9.988e-03 eta: 2 days, 0:07:14 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.6014 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7417 loss: 4.7417 2022/06/25 12:01:34 - mmengine - INFO - Epoch(train) [5][2640/3757] lr: 9.988e-03 eta: 2 days, 0:06:59 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 3.3326 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4018 loss: 4.4018 2022/06/25 12:01:39 - mmengine - INFO - Epoch(train) [5][2660/3757] lr: 9.988e-03 eta: 2 days, 0:06:47 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.4143 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4730 loss: 4.4730 2022/06/25 12:01:45 - mmengine - INFO - Epoch(train) [5][2680/3757] lr: 9.988e-03 eta: 2 days, 0:06:44 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.4258 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3065 loss: 4.3065 2022/06/25 12:01:50 - mmengine - INFO - Epoch(train) [5][2700/3757] lr: 9.988e-03 eta: 2 days, 0:06:33 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.6579 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4420 loss: 4.4420 2022/06/25 12:01:55 - mmengine - INFO - Epoch(train) [5][2720/3757] lr: 9.988e-03 eta: 2 days, 0:06:20 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.7457 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4698 loss: 4.4698 2022/06/25 12:02:00 - mmengine - INFO - Epoch(train) [5][2740/3757] lr: 9.988e-03 eta: 2 days, 0:06:09 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.8526 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1858 loss: 4.1858 2022/06/25 12:02:05 - mmengine - INFO - Epoch(train) [5][2760/3757] lr: 9.988e-03 eta: 2 days, 0:06:02 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.7554 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4885 loss: 4.4885 2022/06/25 12:02:10 - mmengine - INFO - Epoch(train) [5][2780/3757] lr: 9.988e-03 eta: 2 days, 0:05:52 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.2984 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7196 loss: 4.7196 2022/06/25 12:02:15 - mmengine - INFO - Epoch(train) [5][2800/3757] lr: 9.988e-03 eta: 2 days, 0:05:45 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 3.5884 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4542 loss: 4.4542 2022/06/25 12:02:21 - mmengine - INFO - Epoch(train) [5][2820/3757] lr: 9.988e-03 eta: 2 days, 0:05:40 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.5031 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5134 loss: 4.5134 2022/06/25 12:02:26 - mmengine - INFO - Epoch(train) [5][2840/3757] lr: 9.988e-03 eta: 2 days, 0:05:49 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.7275 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8712 loss: 4.8712 2022/06/25 12:02:32 - mmengine - INFO - Epoch(train) [5][2860/3757] lr: 9.988e-03 eta: 2 days, 0:05:41 time: 0.364 data_time: 0.002 memory: 5036 grad_norm: 3.5867 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3496 loss: 4.3496 2022/06/25 12:02:37 - mmengine - INFO - Epoch(train) [5][2880/3757] lr: 9.988e-03 eta: 2 days, 0:05:46 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.7353 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5347 loss: 4.5347 2022/06/25 12:02:42 - mmengine - INFO - Epoch(train) [5][2900/3757] lr: 9.988e-03 eta: 2 days, 0:05:44 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.6304 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.5580 loss: 4.5580 2022/06/25 12:02:48 - mmengine - INFO - Epoch(train) [5][2920/3757] lr: 9.988e-03 eta: 2 days, 0:06:03 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.3742 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4583 loss: 4.4583 2022/06/25 12:02:54 - mmengine - INFO - Epoch(train) [5][2940/3757] lr: 9.988e-03 eta: 2 days, 0:05:54 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.4565 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5361 loss: 4.5361 2022/06/25 12:02:59 - mmengine - INFO - Epoch(train) [5][2960/3757] lr: 9.988e-03 eta: 2 days, 0:05:41 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.5683 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7695 loss: 4.7695 2022/06/25 12:03:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:03:05 - mmengine - INFO - Epoch(train) [5][2980/3757] lr: 9.988e-03 eta: 2 days, 0:06:04 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8600 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3818 loss: 4.3818 2022/06/25 12:03:10 - mmengine - INFO - Epoch(train) [5][3000/3757] lr: 9.988e-03 eta: 2 days, 0:05:52 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 3.6189 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3908 loss: 4.3908 2022/06/25 12:03:15 - mmengine - INFO - Epoch(train) [5][3020/3757] lr: 9.988e-03 eta: 2 days, 0:05:41 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 3.6011 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3316 loss: 4.3316 2022/06/25 12:03:20 - mmengine - INFO - Epoch(train) [5][3040/3757] lr: 9.988e-03 eta: 2 days, 0:05:27 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 3.6044 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7581 loss: 4.7581 2022/06/25 12:03:25 - mmengine - INFO - Epoch(train) [5][3060/3757] lr: 9.988e-03 eta: 2 days, 0:05:19 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 3.5568 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5639 loss: 4.5639 2022/06/25 12:03:30 - mmengine - INFO - Epoch(train) [5][3080/3757] lr: 9.988e-03 eta: 2 days, 0:05:06 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.5721 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5813 loss: 4.5813 2022/06/25 12:03:35 - mmengine - INFO - Epoch(train) [5][3100/3757] lr: 9.988e-03 eta: 2 days, 0:04:52 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.3243 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.5695 loss: 4.5695 2022/06/25 12:03:40 - mmengine - INFO - Epoch(train) [5][3120/3757] lr: 9.988e-03 eta: 2 days, 0:04:38 time: 0.250 data_time: 0.014 memory: 5036 grad_norm: 3.5810 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2109 loss: 4.2109 2022/06/25 12:03:45 - mmengine - INFO - Epoch(train) [5][3140/3757] lr: 9.988e-03 eta: 2 days, 0:04:28 time: 0.246 data_time: 0.012 memory: 5036 grad_norm: 3.7604 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3814 loss: 4.3814 2022/06/25 12:03:50 - mmengine - INFO - Epoch(train) [5][3160/3757] lr: 9.988e-03 eta: 2 days, 0:04:15 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.7278 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6679 loss: 4.6679 2022/06/25 12:03:55 - mmengine - INFO - Epoch(train) [5][3180/3757] lr: 9.988e-03 eta: 2 days, 0:04:05 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 3.3307 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7001 loss: 4.7001 2022/06/25 12:04:00 - mmengine - INFO - Epoch(train) [5][3200/3757] lr: 9.988e-03 eta: 2 days, 0:03:52 time: 0.255 data_time: 0.016 memory: 5036 grad_norm: 3.5977 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4844 loss: 4.4844 2022/06/25 12:04:06 - mmengine - INFO - Epoch(train) [5][3220/3757] lr: 9.988e-03 eta: 2 days, 0:03:45 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.7970 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5597 loss: 4.5597 2022/06/25 12:04:11 - mmengine - INFO - Epoch(train) [5][3240/3757] lr: 9.988e-03 eta: 2 days, 0:03:32 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8325 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6661 loss: 4.6661 2022/06/25 12:04:16 - mmengine - INFO - Epoch(train) [5][3260/3757] lr: 9.988e-03 eta: 2 days, 0:03:27 time: 0.389 data_time: 0.008 memory: 5036 grad_norm: 3.5458 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.4711 loss: 4.4711 2022/06/25 12:04:21 - mmengine - INFO - Epoch(train) [5][3280/3757] lr: 9.988e-03 eta: 2 days, 0:03:25 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 3.6518 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.8041 loss: 4.8041 2022/06/25 12:04:27 - mmengine - INFO - Epoch(train) [5][3300/3757] lr: 9.988e-03 eta: 2 days, 0:03:19 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.5179 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2460 loss: 4.2460 2022/06/25 12:04:32 - mmengine - INFO - Epoch(train) [5][3320/3757] lr: 9.988e-03 eta: 2 days, 0:03:09 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.8093 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4217 loss: 4.4217 2022/06/25 12:04:37 - mmengine - INFO - Epoch(train) [5][3340/3757] lr: 9.988e-03 eta: 2 days, 0:03:00 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 3.4392 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6514 loss: 4.6514 2022/06/25 12:04:42 - mmengine - INFO - Epoch(train) [5][3360/3757] lr: 9.988e-03 eta: 2 days, 0:02:47 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.9901 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6691 loss: 4.6691 2022/06/25 12:04:48 - mmengine - INFO - Epoch(train) [5][3380/3757] lr: 9.988e-03 eta: 2 days, 0:03:03 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.5743 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5517 loss: 4.5517 2022/06/25 12:04:53 - mmengine - INFO - Epoch(train) [5][3400/3757] lr: 9.988e-03 eta: 2 days, 0:02:52 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.4041 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5733 loss: 4.5733 2022/06/25 12:04:58 - mmengine - INFO - Epoch(train) [5][3420/3757] lr: 9.988e-03 eta: 2 days, 0:02:42 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 3.5031 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4018 loss: 4.4018 2022/06/25 12:05:03 - mmengine - INFO - Epoch(train) [5][3440/3757] lr: 9.988e-03 eta: 2 days, 0:02:38 time: 0.359 data_time: 0.008 memory: 5036 grad_norm: 3.2021 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3895 loss: 4.3895 2022/06/25 12:05:09 - mmengine - INFO - Epoch(train) [5][3460/3757] lr: 9.988e-03 eta: 2 days, 0:02:44 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 3.9116 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5654 loss: 4.5654 2022/06/25 12:05:14 - mmengine - INFO - Epoch(train) [5][3480/3757] lr: 9.988e-03 eta: 2 days, 0:02:32 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.6811 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4185 loss: 4.4185 2022/06/25 12:05:19 - mmengine - INFO - Epoch(train) [5][3500/3757] lr: 9.988e-03 eta: 2 days, 0:02:21 time: 0.254 data_time: 0.016 memory: 5036 grad_norm: 3.4802 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.3248 loss: 4.3248 2022/06/25 12:05:24 - mmengine - INFO - Epoch(train) [5][3520/3757] lr: 9.988e-03 eta: 2 days, 0:02:14 time: 0.266 data_time: 0.015 memory: 5036 grad_norm: 3.9310 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3262 loss: 4.3262 2022/06/25 12:05:30 - mmengine - INFO - Epoch(train) [5][3540/3757] lr: 9.988e-03 eta: 2 days, 0:02:17 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.1345 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2973 loss: 4.2973 2022/06/25 12:05:35 - mmengine - INFO - Epoch(train) [5][3560/3757] lr: 9.988e-03 eta: 2 days, 0:02:15 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.7122 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2599 loss: 4.2599 2022/06/25 12:05:41 - mmengine - INFO - Epoch(train) [5][3580/3757] lr: 9.988e-03 eta: 2 days, 0:02:15 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 3.5370 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6161 loss: 4.6161 2022/06/25 12:05:46 - mmengine - INFO - Epoch(train) [5][3600/3757] lr: 9.988e-03 eta: 2 days, 0:02:14 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 3.6310 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.8210 loss: 4.8210 2022/06/25 12:05:51 - mmengine - INFO - Epoch(train) [5][3620/3757] lr: 9.988e-03 eta: 2 days, 0:02:14 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.6768 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3619 loss: 4.3619 2022/06/25 12:05:57 - mmengine - INFO - Epoch(train) [5][3640/3757] lr: 9.988e-03 eta: 2 days, 0:02:08 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.5389 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4393 loss: 4.4393 2022/06/25 12:06:02 - mmengine - INFO - Epoch(train) [5][3660/3757] lr: 9.988e-03 eta: 2 days, 0:01:58 time: 0.261 data_time: 0.015 memory: 5036 grad_norm: 3.6790 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3382 loss: 4.3382 2022/06/25 12:06:07 - mmengine - INFO - Epoch(train) [5][3680/3757] lr: 9.988e-03 eta: 2 days, 0:02:03 time: 0.268 data_time: 0.028 memory: 5036 grad_norm: 3.7989 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.6278 loss: 4.6278 2022/06/25 12:06:12 - mmengine - INFO - Epoch(train) [5][3700/3757] lr: 9.988e-03 eta: 2 days, 0:01:53 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.7186 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.5387 loss: 4.5387 2022/06/25 12:06:18 - mmengine - INFO - Epoch(train) [5][3720/3757] lr: 9.988e-03 eta: 2 days, 0:01:44 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.5358 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4307 loss: 4.4307 2022/06/25 12:06:23 - mmengine - INFO - Epoch(train) [5][3740/3757] lr: 9.988e-03 eta: 2 days, 0:01:34 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.3750 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2738 loss: 4.2738 2022/06/25 12:06:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:06:28 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/06/25 12:06:40 - mmengine - INFO - Epoch(val) [5][20/310] eta: 0:01:42 time: 0.103 data_time: 0.001 memory: 5036 2022/06/25 12:06:45 - mmengine - INFO - Epoch(val) [5][40/310] eta: 0:01:33 time: 0.112 data_time: 0.011 memory: 1723 2022/06/25 12:06:50 - mmengine - INFO - Epoch(val) [5][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:06:54 - mmengine - INFO - Epoch(val) [5][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 12:07:01 - mmengine - INFO - Epoch(val) [5][100/310] eta: 0:01:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:07:06 - mmengine - INFO - Epoch(val) [5][120/310] eta: 0:01:08 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 12:07:11 - mmengine - INFO - Epoch(val) [5][140/310] eta: 0:00:17 time: 0.104 data_time: 0.001 memory: 1723 2022/06/25 12:07:15 - mmengine - INFO - Epoch(val) [5][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:07:22 - mmengine - INFO - Epoch(val) [5][180/310] eta: 0:00:47 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:07:27 - mmengine - INFO - Epoch(val) [5][200/310] eta: 0:00:39 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 12:07:31 - mmengine - INFO - Epoch(val) [5][220/310] eta: 0:00:09 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 12:07:36 - mmengine - INFO - Epoch(val) [5][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 12:07:44 - mmengine - INFO - Epoch(val) [5][260/310] eta: 0:00:18 time: 0.126 data_time: 0.016 memory: 1723 2022/06/25 12:07:47 - mmengine - INFO - Epoch(val) [5][280/310] eta: 0:00:08 time: 0.111 data_time: 0.002 memory: 1723 2022/06/25 12:07:50 - mmengine - INFO - Epoch(val) [5][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 12:07:52 - mmengine - INFO - Epoch(val) [5][310/310] acc/top1: 0.1334 acc/top5: 0.3314 acc/mean1: 0.1332 2022/06/25 12:08:01 - mmengine - INFO - Epoch(train) [6][20/3757] lr: 9.981e-03 eta: 2 days, 0:03:15 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.4543 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.3429 loss: 4.3429 2022/06/25 12:08:06 - mmengine - INFO - Epoch(train) [6][40/3757] lr: 9.981e-03 eta: 2 days, 0:03:04 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.5686 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2806 loss: 4.2806 2022/06/25 12:08:12 - mmengine - INFO - Epoch(train) [6][60/3757] lr: 9.981e-03 eta: 2 days, 0:03:00 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.6033 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4397 loss: 4.4397 2022/06/25 12:08:18 - mmengine - INFO - Epoch(train) [6][80/3757] lr: 9.981e-03 eta: 2 days, 0:03:23 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.5469 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5626 loss: 4.5626 2022/06/25 12:08:23 - mmengine - INFO - Epoch(train) [6][100/3757] lr: 9.981e-03 eta: 2 days, 0:03:16 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.7325 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5005 loss: 4.5005 2022/06/25 12:08:28 - mmengine - INFO - Epoch(train) [6][120/3757] lr: 9.981e-03 eta: 2 days, 0:03:04 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.6313 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3075 loss: 4.3075 2022/06/25 12:08:33 - mmengine - INFO - Epoch(train) [6][140/3757] lr: 9.981e-03 eta: 2 days, 0:02:53 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.6787 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4400 loss: 4.4400 2022/06/25 12:08:38 - mmengine - INFO - Epoch(train) [6][160/3757] lr: 9.981e-03 eta: 2 days, 0:02:41 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.6900 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.4145 loss: 4.4145 2022/06/25 12:08:44 - mmengine - INFO - Epoch(train) [6][180/3757] lr: 9.981e-03 eta: 2 days, 0:02:40 time: 0.278 data_time: 0.002 memory: 5036 grad_norm: 3.6968 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1536 loss: 4.1536 2022/06/25 12:08:49 - mmengine - INFO - Epoch(train) [6][200/3757] lr: 9.981e-03 eta: 2 days, 0:02:33 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.6743 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6130 loss: 4.6130 2022/06/25 12:08:53 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:08:54 - mmengine - INFO - Epoch(train) [6][220/3757] lr: 9.981e-03 eta: 2 days, 0:02:28 time: 0.266 data_time: 0.029 memory: 5036 grad_norm: 4.0333 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4194 loss: 4.4194 2022/06/25 12:08:59 - mmengine - INFO - Epoch(train) [6][240/3757] lr: 9.981e-03 eta: 2 days, 0:02:20 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.4694 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5008 loss: 4.5008 2022/06/25 12:09:05 - mmengine - INFO - Epoch(train) [6][260/3757] lr: 9.981e-03 eta: 2 days, 0:02:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 3.3193 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3191 loss: 4.3191 2022/06/25 12:09:10 - mmengine - INFO - Epoch(train) [6][280/3757] lr: 9.981e-03 eta: 2 days, 0:02:18 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.6488 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1349 loss: 4.1349 2022/06/25 12:09:15 - mmengine - INFO - Epoch(train) [6][300/3757] lr: 9.981e-03 eta: 2 days, 0:02:10 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.8211 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4087 loss: 4.4087 2022/06/25 12:09:20 - mmengine - INFO - Epoch(train) [6][320/3757] lr: 9.981e-03 eta: 2 days, 0:01:58 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8257 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3479 loss: 4.3479 2022/06/25 12:09:26 - mmengine - INFO - Epoch(train) [6][340/3757] lr: 9.981e-03 eta: 2 days, 0:02:06 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.0344 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3803 loss: 4.3803 2022/06/25 12:09:31 - mmengine - INFO - Epoch(train) [6][360/3757] lr: 9.981e-03 eta: 2 days, 0:01:58 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.4335 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4650 loss: 4.4650 2022/06/25 12:09:36 - mmengine - INFO - Epoch(train) [6][380/3757] lr: 9.981e-03 eta: 2 days, 0:01:51 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.9256 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3286 loss: 4.3286 2022/06/25 12:09:41 - mmengine - INFO - Epoch(train) [6][400/3757] lr: 9.981e-03 eta: 2 days, 0:01:38 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.6955 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3151 loss: 4.3151 2022/06/25 12:09:47 - mmengine - INFO - Epoch(train) [6][420/3757] lr: 9.981e-03 eta: 2 days, 0:01:41 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.4760 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4760 loss: 4.4760 2022/06/25 12:09:52 - mmengine - INFO - Epoch(train) [6][440/3757] lr: 9.981e-03 eta: 2 days, 0:01:29 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.6220 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2254 loss: 4.2254 2022/06/25 12:09:57 - mmengine - INFO - Epoch(train) [6][460/3757] lr: 9.981e-03 eta: 2 days, 0:01:21 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.7641 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7191 loss: 4.7191 2022/06/25 12:10:02 - mmengine - INFO - Epoch(train) [6][480/3757] lr: 9.981e-03 eta: 2 days, 0:01:08 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 3.8097 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7079 loss: 4.7079 2022/06/25 12:10:08 - mmengine - INFO - Epoch(train) [6][500/3757] lr: 9.981e-03 eta: 2 days, 0:01:10 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.7116 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4582 loss: 4.4582 2022/06/25 12:10:13 - mmengine - INFO - Epoch(train) [6][520/3757] lr: 9.981e-03 eta: 2 days, 0:01:13 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.1426 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6098 loss: 4.6098 2022/06/25 12:10:19 - mmengine - INFO - Epoch(train) [6][540/3757] lr: 9.981e-03 eta: 2 days, 0:01:15 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.9981 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5671 loss: 4.5671 2022/06/25 12:10:24 - mmengine - INFO - Epoch(train) [6][560/3757] lr: 9.981e-03 eta: 2 days, 0:01:16 time: 0.577 data_time: 0.009 memory: 5036 grad_norm: 3.5987 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6127 loss: 4.6127 2022/06/25 12:10:29 - mmengine - INFO - Epoch(train) [6][580/3757] lr: 9.981e-03 eta: 2 days, 0:01:09 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 3.5816 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6648 loss: 4.6648 2022/06/25 12:10:35 - mmengine - INFO - Epoch(train) [6][600/3757] lr: 9.981e-03 eta: 2 days, 0:01:04 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.7798 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6315 loss: 4.6315 2022/06/25 12:10:40 - mmengine - INFO - Epoch(train) [6][620/3757] lr: 9.981e-03 eta: 2 days, 0:00:55 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 3.6510 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.5911 loss: 4.5911 2022/06/25 12:10:46 - mmengine - INFO - Epoch(train) [6][640/3757] lr: 9.981e-03 eta: 2 days, 0:01:09 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.6953 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.8980 loss: 4.8980 2022/06/25 12:10:51 - mmengine - INFO - Epoch(train) [6][660/3757] lr: 9.981e-03 eta: 2 days, 0:01:00 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.6833 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6066 loss: 4.6066 2022/06/25 12:10:56 - mmengine - INFO - Epoch(train) [6][680/3757] lr: 9.981e-03 eta: 2 days, 0:00:53 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.7420 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3521 loss: 4.3521 2022/06/25 12:11:01 - mmengine - INFO - Epoch(train) [6][700/3757] lr: 9.981e-03 eta: 2 days, 0:00:42 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 3.6517 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6355 loss: 4.6355 2022/06/25 12:11:07 - mmengine - INFO - Epoch(train) [6][720/3757] lr: 9.981e-03 eta: 2 days, 0:00:46 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.9358 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1949 loss: 4.1949 2022/06/25 12:11:12 - mmengine - INFO - Epoch(train) [6][740/3757] lr: 9.981e-03 eta: 2 days, 0:00:39 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.4751 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4109 loss: 4.4109 2022/06/25 12:11:17 - mmengine - INFO - Epoch(train) [6][760/3757] lr: 9.981e-03 eta: 2 days, 0:00:26 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 3.8345 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9531 loss: 3.9531 2022/06/25 12:11:22 - mmengine - INFO - Epoch(train) [6][780/3757] lr: 9.981e-03 eta: 2 days, 0:00:14 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 3.5739 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6183 loss: 4.6183 2022/06/25 12:11:27 - mmengine - INFO - Epoch(train) [6][800/3757] lr: 9.981e-03 eta: 2 days, 0:00:06 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.5866 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.6555 loss: 4.6555 2022/06/25 12:11:32 - mmengine - INFO - Epoch(train) [6][820/3757] lr: 9.981e-03 eta: 1 day, 23:59:53 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.6778 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3480 loss: 4.3480 2022/06/25 12:11:37 - mmengine - INFO - Epoch(train) [6][840/3757] lr: 9.981e-03 eta: 1 day, 23:59:39 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.5077 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6103 loss: 4.6103 2022/06/25 12:11:42 - mmengine - INFO - Epoch(train) [6][860/3757] lr: 9.981e-03 eta: 1 day, 23:59:29 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.2935 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.4432 loss: 4.4432 2022/06/25 12:11:48 - mmengine - INFO - Epoch(train) [6][880/3757] lr: 9.981e-03 eta: 1 day, 23:59:22 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 3.4750 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1591 loss: 4.1591 2022/06/25 12:11:53 - mmengine - INFO - Epoch(train) [6][900/3757] lr: 9.981e-03 eta: 1 day, 23:59:10 time: 0.244 data_time: 0.007 memory: 5036 grad_norm: 3.4551 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2487 loss: 4.2487 2022/06/25 12:11:58 - mmengine - INFO - Epoch(train) [6][920/3757] lr: 9.981e-03 eta: 1 day, 23:58:57 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.3219 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2642 loss: 4.2642 2022/06/25 12:12:03 - mmengine - INFO - Epoch(train) [6][940/3757] lr: 9.981e-03 eta: 1 day, 23:58:47 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.8092 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3496 loss: 4.3496 2022/06/25 12:12:08 - mmengine - INFO - Epoch(train) [6][960/3757] lr: 9.981e-03 eta: 1 day, 23:58:56 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.5537 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5148 loss: 4.5148 2022/06/25 12:12:14 - mmengine - INFO - Epoch(train) [6][980/3757] lr: 9.981e-03 eta: 1 day, 23:58:45 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.9532 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.0798 loss: 4.0798 2022/06/25 12:12:19 - mmengine - INFO - Epoch(train) [6][1000/3757] lr: 9.981e-03 eta: 1 day, 23:58:34 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 3.8459 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7132 loss: 4.7132 2022/06/25 12:12:24 - mmengine - INFO - Epoch(train) [6][1020/3757] lr: 9.981e-03 eta: 1 day, 23:58:22 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.1019 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.5698 loss: 4.5698 2022/06/25 12:12:29 - mmengine - INFO - Epoch(train) [6][1040/3757] lr: 9.981e-03 eta: 1 day, 23:58:11 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.8641 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.5613 loss: 4.5613 2022/06/25 12:12:34 - mmengine - INFO - Epoch(train) [6][1060/3757] lr: 9.981e-03 eta: 1 day, 23:58:01 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.5158 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0822 loss: 4.0822 2022/06/25 12:12:39 - mmengine - INFO - Epoch(train) [6][1080/3757] lr: 9.981e-03 eta: 1 day, 23:57:51 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 3.7490 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5483 loss: 4.5483 2022/06/25 12:12:44 - mmengine - INFO - Epoch(train) [6][1100/3757] lr: 9.981e-03 eta: 1 day, 23:57:43 time: 0.299 data_time: 0.015 memory: 5036 grad_norm: 3.6166 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.4336 loss: 4.4336 2022/06/25 12:12:49 - mmengine - INFO - Epoch(train) [6][1120/3757] lr: 9.981e-03 eta: 1 day, 23:57:32 time: 0.244 data_time: 0.009 memory: 5036 grad_norm: 3.8605 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.5475 loss: 4.5475 2022/06/25 12:12:54 - mmengine - INFO - Epoch(train) [6][1140/3757] lr: 9.981e-03 eta: 1 day, 23:57:22 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.8206 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4636 loss: 4.4636 2022/06/25 12:13:00 - mmengine - INFO - Epoch(train) [6][1160/3757] lr: 9.981e-03 eta: 1 day, 23:57:13 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 3.3335 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3834 loss: 4.3834 2022/06/25 12:13:05 - mmengine - INFO - Epoch(train) [6][1180/3757] lr: 9.981e-03 eta: 1 day, 23:57:09 time: 0.347 data_time: 0.005 memory: 5036 grad_norm: 3.9280 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5874 loss: 4.5874 2022/06/25 12:13:10 - mmengine - INFO - Epoch(train) [6][1200/3757] lr: 9.981e-03 eta: 1 day, 23:57:01 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.4131 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3550 loss: 4.3550 2022/06/25 12:13:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:13:16 - mmengine - INFO - Epoch(train) [6][1220/3757] lr: 9.981e-03 eta: 1 day, 23:57:05 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 3.6630 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3845 loss: 4.3845 2022/06/25 12:13:21 - mmengine - INFO - Epoch(train) [6][1240/3757] lr: 9.981e-03 eta: 1 day, 23:57:04 time: 0.253 data_time: 0.017 memory: 5036 grad_norm: 3.6420 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1996 loss: 4.1996 2022/06/25 12:13:26 - mmengine - INFO - Epoch(train) [6][1260/3757] lr: 9.981e-03 eta: 1 day, 23:57:01 time: 0.262 data_time: 0.014 memory: 5036 grad_norm: 3.5097 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3622 loss: 4.3622 2022/06/25 12:13:31 - mmengine - INFO - Epoch(train) [6][1280/3757] lr: 9.981e-03 eta: 1 day, 23:56:54 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 3.3928 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2187 loss: 4.2187 2022/06/25 12:13:37 - mmengine - INFO - Epoch(train) [6][1300/3757] lr: 9.981e-03 eta: 1 day, 23:57:01 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8903 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4907 loss: 4.4907 2022/06/25 12:13:42 - mmengine - INFO - Epoch(train) [6][1320/3757] lr: 9.981e-03 eta: 1 day, 23:56:53 time: 0.262 data_time: 0.018 memory: 5036 grad_norm: 3.6450 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3481 loss: 4.3481 2022/06/25 12:13:48 - mmengine - INFO - Epoch(train) [6][1340/3757] lr: 9.981e-03 eta: 1 day, 23:56:47 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 3.5720 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3518 loss: 4.3518 2022/06/25 12:13:53 - mmengine - INFO - Epoch(train) [6][1360/3757] lr: 9.981e-03 eta: 1 day, 23:56:36 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7545 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1116 loss: 4.1116 2022/06/25 12:13:58 - mmengine - INFO - Epoch(train) [6][1380/3757] lr: 9.981e-03 eta: 1 day, 23:56:29 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8517 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3232 loss: 4.3232 2022/06/25 12:14:03 - mmengine - INFO - Epoch(train) [6][1400/3757] lr: 9.981e-03 eta: 1 day, 23:56:22 time: 0.251 data_time: 0.015 memory: 5036 grad_norm: 3.7745 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1888 loss: 4.1888 2022/06/25 12:14:08 - mmengine - INFO - Epoch(train) [6][1420/3757] lr: 9.981e-03 eta: 1 day, 23:56:17 time: 0.321 data_time: 0.011 memory: 5036 grad_norm: 3.4493 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6050 loss: 4.6050 2022/06/25 12:14:13 - mmengine - INFO - Epoch(train) [6][1440/3757] lr: 9.981e-03 eta: 1 day, 23:56:06 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.0372 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5033 loss: 4.5033 2022/06/25 12:14:19 - mmengine - INFO - Epoch(train) [6][1460/3757] lr: 9.981e-03 eta: 1 day, 23:56:04 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.5842 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.4293 loss: 4.4293 2022/06/25 12:14:24 - mmengine - INFO - Epoch(train) [6][1480/3757] lr: 9.981e-03 eta: 1 day, 23:56:04 time: 0.321 data_time: 0.008 memory: 5036 grad_norm: 3.4974 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2107 loss: 4.2107 2022/06/25 12:14:29 - mmengine - INFO - Epoch(train) [6][1500/3757] lr: 9.981e-03 eta: 1 day, 23:56:00 time: 0.334 data_time: 0.012 memory: 5036 grad_norm: 3.8453 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.2754 loss: 4.2754 2022/06/25 12:14:35 - mmengine - INFO - Epoch(train) [6][1520/3757] lr: 9.981e-03 eta: 1 day, 23:56:01 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.8517 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4675 loss: 4.4675 2022/06/25 12:14:40 - mmengine - INFO - Epoch(train) [6][1540/3757] lr: 9.981e-03 eta: 1 day, 23:55:53 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7985 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1999 loss: 4.1999 2022/06/25 12:14:45 - mmengine - INFO - Epoch(train) [6][1560/3757] lr: 9.981e-03 eta: 1 day, 23:55:42 time: 0.246 data_time: 0.012 memory: 5036 grad_norm: 3.6879 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.7803 loss: 4.7803 2022/06/25 12:14:51 - mmengine - INFO - Epoch(train) [6][1580/3757] lr: 9.981e-03 eta: 1 day, 23:55:39 time: 0.270 data_time: 0.005 memory: 5036 grad_norm: 3.3206 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4419 loss: 4.4419 2022/06/25 12:14:56 - mmengine - INFO - Epoch(train) [6][1600/3757] lr: 9.981e-03 eta: 1 day, 23:55:31 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.9969 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4113 loss: 4.4113 2022/06/25 12:15:01 - mmengine - INFO - Epoch(train) [6][1620/3757] lr: 9.981e-03 eta: 1 day, 23:55:24 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.6260 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.7078 loss: 4.7078 2022/06/25 12:15:06 - mmengine - INFO - Epoch(train) [6][1640/3757] lr: 9.981e-03 eta: 1 day, 23:55:16 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 3.2921 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4964 loss: 4.4964 2022/06/25 12:15:11 - mmengine - INFO - Epoch(train) [6][1660/3757] lr: 9.981e-03 eta: 1 day, 23:55:11 time: 0.280 data_time: 0.002 memory: 5036 grad_norm: 3.6039 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6139 loss: 4.6139 2022/06/25 12:15:17 - mmengine - INFO - Epoch(train) [6][1680/3757] lr: 9.981e-03 eta: 1 day, 23:55:28 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 3.6761 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7320 loss: 4.7320 2022/06/25 12:15:23 - mmengine - INFO - Epoch(train) [6][1700/3757] lr: 9.981e-03 eta: 1 day, 23:55:21 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.7738 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.7141 loss: 4.7141 2022/06/25 12:15:28 - mmengine - INFO - Epoch(train) [6][1720/3757] lr: 9.981e-03 eta: 1 day, 23:55:14 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.6341 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.2553 loss: 4.2553 2022/06/25 12:15:33 - mmengine - INFO - Epoch(train) [6][1740/3757] lr: 9.981e-03 eta: 1 day, 23:55:05 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 3.9623 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1998 loss: 4.1998 2022/06/25 12:15:38 - mmengine - INFO - Epoch(train) [6][1760/3757] lr: 9.981e-03 eta: 1 day, 23:55:05 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 3.8310 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4953 loss: 4.4953 2022/06/25 12:15:44 - mmengine - INFO - Epoch(train) [6][1780/3757] lr: 9.981e-03 eta: 1 day, 23:54:59 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.7673 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2815 loss: 4.2815 2022/06/25 12:15:49 - mmengine - INFO - Epoch(train) [6][1800/3757] lr: 9.981e-03 eta: 1 day, 23:54:51 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.6590 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4162 loss: 4.4162 2022/06/25 12:15:54 - mmengine - INFO - Epoch(train) [6][1820/3757] lr: 9.981e-03 eta: 1 day, 23:54:44 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 3.8267 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3281 loss: 4.3281 2022/06/25 12:15:59 - mmengine - INFO - Epoch(train) [6][1840/3757] lr: 9.981e-03 eta: 1 day, 23:54:42 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.5572 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1852 loss: 4.1852 2022/06/25 12:16:04 - mmengine - INFO - Epoch(train) [6][1860/3757] lr: 9.981e-03 eta: 1 day, 23:54:34 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.5633 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3815 loss: 4.3815 2022/06/25 12:16:10 - mmengine - INFO - Epoch(train) [6][1880/3757] lr: 9.981e-03 eta: 1 day, 23:54:22 time: 0.253 data_time: 0.017 memory: 5036 grad_norm: 4.0578 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2627 loss: 4.2627 2022/06/25 12:16:15 - mmengine - INFO - Epoch(train) [6][1900/3757] lr: 9.981e-03 eta: 1 day, 23:54:27 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 3.7896 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.3553 loss: 4.3553 2022/06/25 12:16:20 - mmengine - INFO - Epoch(train) [6][1920/3757] lr: 9.981e-03 eta: 1 day, 23:54:18 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.0673 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.7482 loss: 4.7482 2022/06/25 12:16:26 - mmengine - INFO - Epoch(train) [6][1940/3757] lr: 9.981e-03 eta: 1 day, 23:54:20 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9916 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.3013 loss: 4.3013 2022/06/25 12:16:31 - mmengine - INFO - Epoch(train) [6][1960/3757] lr: 9.981e-03 eta: 1 day, 23:54:11 time: 0.251 data_time: 0.015 memory: 5036 grad_norm: 4.0399 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.3866 loss: 4.3866 2022/06/25 12:16:36 - mmengine - INFO - Epoch(train) [6][1980/3757] lr: 9.981e-03 eta: 1 day, 23:54:01 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 3.6767 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3803 loss: 4.3803 2022/06/25 12:16:41 - mmengine - INFO - Epoch(train) [6][2000/3757] lr: 9.981e-03 eta: 1 day, 23:53:53 time: 0.252 data_time: 0.018 memory: 5036 grad_norm: 3.6788 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3407 loss: 4.3407 2022/06/25 12:16:47 - mmengine - INFO - Epoch(train) [6][2020/3757] lr: 9.981e-03 eta: 1 day, 23:53:53 time: 0.244 data_time: 0.011 memory: 5036 grad_norm: 3.4759 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5486 loss: 4.5486 2022/06/25 12:16:52 - mmengine - INFO - Epoch(train) [6][2040/3757] lr: 9.981e-03 eta: 1 day, 23:53:44 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 3.6870 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.3623 loss: 4.3623 2022/06/25 12:16:57 - mmengine - INFO - Epoch(train) [6][2060/3757] lr: 9.981e-03 eta: 1 day, 23:53:38 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.7914 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4087 loss: 4.4087 2022/06/25 12:17:02 - mmengine - INFO - Epoch(train) [6][2080/3757] lr: 9.981e-03 eta: 1 day, 23:53:30 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 3.4833 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3049 loss: 4.3049 2022/06/25 12:17:07 - mmengine - INFO - Epoch(train) [6][2100/3757] lr: 9.981e-03 eta: 1 day, 23:53:20 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 3.3760 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.2269 loss: 4.2269 2022/06/25 12:17:12 - mmengine - INFO - Epoch(train) [6][2120/3757] lr: 9.981e-03 eta: 1 day, 23:53:08 time: 0.242 data_time: 0.008 memory: 5036 grad_norm: 3.8992 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2388 loss: 4.2388 2022/06/25 12:17:18 - mmengine - INFO - Epoch(train) [6][2140/3757] lr: 9.981e-03 eta: 1 day, 23:53:16 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.5951 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4603 loss: 4.4603 2022/06/25 12:17:23 - mmengine - INFO - Epoch(train) [6][2160/3757] lr: 9.981e-03 eta: 1 day, 23:53:06 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.8958 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5648 loss: 4.5648 2022/06/25 12:17:28 - mmengine - INFO - Epoch(train) [6][2180/3757] lr: 9.981e-03 eta: 1 day, 23:52:58 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 3.6016 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5118 loss: 4.5118 2022/06/25 12:17:34 - mmengine - INFO - Epoch(train) [6][2200/3757] lr: 9.981e-03 eta: 1 day, 23:52:52 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.5390 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.4512 loss: 4.4512 2022/06/25 12:17:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:17:39 - mmengine - INFO - Epoch(train) [6][2220/3757] lr: 9.981e-03 eta: 1 day, 23:52:52 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 3.6304 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.6078 loss: 4.6078 2022/06/25 12:17:44 - mmengine - INFO - Epoch(train) [6][2240/3757] lr: 9.981e-03 eta: 1 day, 23:52:42 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.9606 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.1604 loss: 4.1604 2022/06/25 12:17:49 - mmengine - INFO - Epoch(train) [6][2260/3757] lr: 9.981e-03 eta: 1 day, 23:52:32 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 3.7564 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4887 loss: 4.4887 2022/06/25 12:17:54 - mmengine - INFO - Epoch(train) [6][2280/3757] lr: 9.981e-03 eta: 1 day, 23:52:21 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.6308 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5780 loss: 4.5780 2022/06/25 12:18:01 - mmengine - INFO - Epoch(train) [6][2300/3757] lr: 9.981e-03 eta: 1 day, 23:52:47 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 3.7778 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6934 loss: 4.6934 2022/06/25 12:18:06 - mmengine - INFO - Epoch(train) [6][2320/3757] lr: 9.981e-03 eta: 1 day, 23:52:35 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.4462 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.6316 loss: 4.6316 2022/06/25 12:18:11 - mmengine - INFO - Epoch(train) [6][2340/3757] lr: 9.981e-03 eta: 1 day, 23:52:24 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.7159 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2605 loss: 4.2605 2022/06/25 12:18:16 - mmengine - INFO - Epoch(train) [6][2360/3757] lr: 9.981e-03 eta: 1 day, 23:52:11 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.6793 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2775 loss: 4.2775 2022/06/25 12:18:21 - mmengine - INFO - Epoch(train) [6][2380/3757] lr: 9.981e-03 eta: 1 day, 23:51:58 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0188 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5698 loss: 4.5698 2022/06/25 12:18:26 - mmengine - INFO - Epoch(train) [6][2400/3757] lr: 9.981e-03 eta: 1 day, 23:51:45 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.6074 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5523 loss: 4.5523 2022/06/25 12:18:31 - mmengine - INFO - Epoch(train) [6][2420/3757] lr: 9.981e-03 eta: 1 day, 23:51:34 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.7862 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1259 loss: 4.1259 2022/06/25 12:18:36 - mmengine - INFO - Epoch(train) [6][2440/3757] lr: 9.981e-03 eta: 1 day, 23:51:23 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.7158 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.4356 loss: 4.4356 2022/06/25 12:18:41 - mmengine - INFO - Epoch(train) [6][2460/3757] lr: 9.981e-03 eta: 1 day, 23:51:12 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.7094 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3452 loss: 4.3452 2022/06/25 12:18:46 - mmengine - INFO - Epoch(train) [6][2480/3757] lr: 9.981e-03 eta: 1 day, 23:51:00 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8258 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.5937 loss: 4.5937 2022/06/25 12:18:51 - mmengine - INFO - Epoch(train) [6][2500/3757] lr: 9.981e-03 eta: 1 day, 23:50:50 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.4930 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0957 loss: 4.0957 2022/06/25 12:18:57 - mmengine - INFO - Epoch(train) [6][2520/3757] lr: 9.981e-03 eta: 1 day, 23:50:53 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.7934 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3225 loss: 4.3225 2022/06/25 12:19:02 - mmengine - INFO - Epoch(train) [6][2540/3757] lr: 9.981e-03 eta: 1 day, 23:50:43 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.5137 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2608 loss: 4.2608 2022/06/25 12:19:07 - mmengine - INFO - Epoch(train) [6][2560/3757] lr: 9.981e-03 eta: 1 day, 23:50:32 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.5564 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7186 loss: 4.7186 2022/06/25 12:19:12 - mmengine - INFO - Epoch(train) [6][2580/3757] lr: 9.981e-03 eta: 1 day, 23:50:23 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.1249 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6261 loss: 4.6261 2022/06/25 12:19:17 - mmengine - INFO - Epoch(train) [6][2600/3757] lr: 9.981e-03 eta: 1 day, 23:50:18 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 3.9106 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2914 loss: 4.2914 2022/06/25 12:19:22 - mmengine - INFO - Epoch(train) [6][2620/3757] lr: 9.981e-03 eta: 1 day, 23:50:08 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.7241 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5396 loss: 4.5396 2022/06/25 12:19:27 - mmengine - INFO - Epoch(train) [6][2640/3757] lr: 9.981e-03 eta: 1 day, 23:50:00 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.5738 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2188 loss: 4.2188 2022/06/25 12:19:33 - mmengine - INFO - Epoch(train) [6][2660/3757] lr: 9.981e-03 eta: 1 day, 23:49:50 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.4099 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5658 loss: 4.5658 2022/06/25 12:19:38 - mmengine - INFO - Epoch(train) [6][2680/3757] lr: 9.981e-03 eta: 1 day, 23:49:50 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 3.4479 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.3158 loss: 4.3158 2022/06/25 12:19:43 - mmengine - INFO - Epoch(train) [6][2700/3757] lr: 9.981e-03 eta: 1 day, 23:49:41 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.7787 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4597 loss: 4.4597 2022/06/25 12:19:48 - mmengine - INFO - Epoch(train) [6][2720/3757] lr: 9.981e-03 eta: 1 day, 23:49:32 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.8344 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3743 loss: 4.3743 2022/06/25 12:19:54 - mmengine - INFO - Epoch(train) [6][2740/3757] lr: 9.981e-03 eta: 1 day, 23:49:36 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.6592 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4745 loss: 4.4745 2022/06/25 12:19:59 - mmengine - INFO - Epoch(train) [6][2760/3757] lr: 9.981e-03 eta: 1 day, 23:49:33 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.9483 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.5464 loss: 4.5464 2022/06/25 12:20:04 - mmengine - INFO - Epoch(train) [6][2780/3757] lr: 9.981e-03 eta: 1 day, 23:49:26 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.3759 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3128 loss: 4.3128 2022/06/25 12:20:10 - mmengine - INFO - Epoch(train) [6][2800/3757] lr: 9.981e-03 eta: 1 day, 23:49:26 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.8423 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1457 loss: 4.1457 2022/06/25 12:20:16 - mmengine - INFO - Epoch(train) [6][2820/3757] lr: 9.981e-03 eta: 1 day, 23:49:39 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.0775 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.5186 loss: 4.5186 2022/06/25 12:20:21 - mmengine - INFO - Epoch(train) [6][2840/3757] lr: 9.981e-03 eta: 1 day, 23:49:32 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.1990 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2077 loss: 4.2077 2022/06/25 12:20:26 - mmengine - INFO - Epoch(train) [6][2860/3757] lr: 9.981e-03 eta: 1 day, 23:49:28 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.4187 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3249 loss: 4.3249 2022/06/25 12:20:31 - mmengine - INFO - Epoch(train) [6][2880/3757] lr: 9.981e-03 eta: 1 day, 23:49:18 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.5036 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2454 loss: 4.2454 2022/06/25 12:20:37 - mmengine - INFO - Epoch(train) [6][2900/3757] lr: 9.981e-03 eta: 1 day, 23:49:25 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 3.7673 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.3594 loss: 4.3594 2022/06/25 12:20:42 - mmengine - INFO - Epoch(train) [6][2920/3757] lr: 9.981e-03 eta: 1 day, 23:49:15 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.7837 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2983 loss: 4.2983 2022/06/25 12:20:47 - mmengine - INFO - Epoch(train) [6][2940/3757] lr: 9.981e-03 eta: 1 day, 23:49:06 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.5796 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4536 loss: 4.4536 2022/06/25 12:20:52 - mmengine - INFO - Epoch(train) [6][2960/3757] lr: 9.981e-03 eta: 1 day, 23:48:56 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.6524 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1805 loss: 4.1805 2022/06/25 12:20:58 - mmengine - INFO - Epoch(train) [6][2980/3757] lr: 9.981e-03 eta: 1 day, 23:48:53 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 3.7168 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3860 loss: 4.3860 2022/06/25 12:21:03 - mmengine - INFO - Epoch(train) [6][3000/3757] lr: 9.981e-03 eta: 1 day, 23:48:44 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.8922 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.5253 loss: 4.5253 2022/06/25 12:21:08 - mmengine - INFO - Epoch(train) [6][3020/3757] lr: 9.981e-03 eta: 1 day, 23:48:37 time: 0.244 data_time: 0.009 memory: 5036 grad_norm: 3.4523 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4518 loss: 4.4518 2022/06/25 12:21:13 - mmengine - INFO - Epoch(train) [6][3040/3757] lr: 9.981e-03 eta: 1 day, 23:48:26 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.6265 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3956 loss: 4.3956 2022/06/25 12:21:18 - mmengine - INFO - Epoch(train) [6][3060/3757] lr: 9.981e-03 eta: 1 day, 23:48:21 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.6010 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2329 loss: 4.2329 2022/06/25 12:21:24 - mmengine - INFO - Epoch(train) [6][3080/3757] lr: 9.981e-03 eta: 1 day, 23:48:12 time: 0.255 data_time: 0.019 memory: 5036 grad_norm: 3.5609 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5326 loss: 4.5326 2022/06/25 12:21:29 - mmengine - INFO - Epoch(train) [6][3100/3757] lr: 9.981e-03 eta: 1 day, 23:48:07 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 3.6645 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0603 loss: 4.0603 2022/06/25 12:21:34 - mmengine - INFO - Epoch(train) [6][3120/3757] lr: 9.981e-03 eta: 1 day, 23:47:57 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 3.8213 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1611 loss: 4.1611 2022/06/25 12:21:39 - mmengine - INFO - Epoch(train) [6][3140/3757] lr: 9.981e-03 eta: 1 day, 23:47:55 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 3.6830 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5313 loss: 4.5313 2022/06/25 12:21:44 - mmengine - INFO - Epoch(train) [6][3160/3757] lr: 9.981e-03 eta: 1 day, 23:47:49 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 3.8723 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4109 loss: 4.4109 2022/06/25 12:21:50 - mmengine - INFO - Epoch(train) [6][3180/3757] lr: 9.981e-03 eta: 1 day, 23:47:42 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 3.3450 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3919 loss: 4.3919 2022/06/25 12:21:55 - mmengine - INFO - Epoch(train) [6][3200/3757] lr: 9.981e-03 eta: 1 day, 23:47:46 time: 0.395 data_time: 0.002 memory: 5036 grad_norm: 3.8181 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2627 loss: 4.2627 2022/06/25 12:21:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:22:00 - mmengine - INFO - Epoch(train) [6][3220/3757] lr: 9.981e-03 eta: 1 day, 23:47:40 time: 0.285 data_time: 0.005 memory: 5036 grad_norm: 3.8415 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2669 loss: 4.2669 2022/06/25 12:22:06 - mmengine - INFO - Epoch(train) [6][3240/3757] lr: 9.981e-03 eta: 1 day, 23:47:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 3.6024 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0533 loss: 4.0533 2022/06/25 12:22:11 - mmengine - INFO - Epoch(train) [6][3260/3757] lr: 9.981e-03 eta: 1 day, 23:47:28 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 3.7432 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6434 loss: 4.6434 2022/06/25 12:22:17 - mmengine - INFO - Epoch(train) [6][3280/3757] lr: 9.981e-03 eta: 1 day, 23:47:32 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.5480 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5462 loss: 4.5462 2022/06/25 12:22:22 - mmengine - INFO - Epoch(train) [6][3300/3757] lr: 9.981e-03 eta: 1 day, 23:47:25 time: 0.282 data_time: 0.017 memory: 5036 grad_norm: 3.5690 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1646 loss: 4.1646 2022/06/25 12:22:27 - mmengine - INFO - Epoch(train) [6][3320/3757] lr: 9.981e-03 eta: 1 day, 23:47:16 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.1351 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2848 loss: 4.2848 2022/06/25 12:22:32 - mmengine - INFO - Epoch(train) [6][3340/3757] lr: 9.981e-03 eta: 1 day, 23:47:07 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 3.8482 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 4.5229 loss: 4.5229 2022/06/25 12:22:37 - mmengine - INFO - Epoch(train) [6][3360/3757] lr: 9.981e-03 eta: 1 day, 23:47:03 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.6675 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4292 loss: 4.4292 2022/06/25 12:22:43 - mmengine - INFO - Epoch(train) [6][3380/3757] lr: 9.981e-03 eta: 1 day, 23:46:56 time: 0.271 data_time: 0.019 memory: 5036 grad_norm: 3.9112 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.6280 loss: 4.6280 2022/06/25 12:22:48 - mmengine - INFO - Epoch(train) [6][3400/3757] lr: 9.981e-03 eta: 1 day, 23:46:51 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 3.4231 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.4054 loss: 4.4054 2022/06/25 12:22:53 - mmengine - INFO - Epoch(train) [6][3420/3757] lr: 9.981e-03 eta: 1 day, 23:46:42 time: 0.258 data_time: 0.017 memory: 5036 grad_norm: 3.7863 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.5315 loss: 4.5315 2022/06/25 12:22:59 - mmengine - INFO - Epoch(train) [6][3440/3757] lr: 9.981e-03 eta: 1 day, 23:46:53 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.0888 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3825 loss: 4.3825 2022/06/25 12:23:04 - mmengine - INFO - Epoch(train) [6][3460/3757] lr: 9.981e-03 eta: 1 day, 23:46:45 time: 0.280 data_time: 0.011 memory: 5036 grad_norm: 3.4121 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2237 loss: 4.2237 2022/06/25 12:23:09 - mmengine - INFO - Epoch(train) [6][3480/3757] lr: 9.981e-03 eta: 1 day, 23:46:40 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 3.4568 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.4645 loss: 4.4645 2022/06/25 12:23:14 - mmengine - INFO - Epoch(train) [6][3500/3757] lr: 9.981e-03 eta: 1 day, 23:46:30 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.5427 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.3287 loss: 4.3287 2022/06/25 12:23:20 - mmengine - INFO - Epoch(train) [6][3520/3757] lr: 9.981e-03 eta: 1 day, 23:46:39 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.7561 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4011 loss: 4.4011 2022/06/25 12:23:25 - mmengine - INFO - Epoch(train) [6][3540/3757] lr: 9.981e-03 eta: 1 day, 23:46:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 3.4485 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3637 loss: 4.3637 2022/06/25 12:23:30 - mmengine - INFO - Epoch(train) [6][3560/3757] lr: 9.981e-03 eta: 1 day, 23:46:20 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 3.9506 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4979 loss: 4.4979 2022/06/25 12:23:35 - mmengine - INFO - Epoch(train) [6][3580/3757] lr: 9.981e-03 eta: 1 day, 23:46:10 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 3.5765 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.1159 loss: 4.1159 2022/06/25 12:23:40 - mmengine - INFO - Epoch(train) [6][3600/3757] lr: 9.981e-03 eta: 1 day, 23:45:58 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8550 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2454 loss: 4.2454 2022/06/25 12:23:45 - mmengine - INFO - Epoch(train) [6][3620/3757] lr: 9.981e-03 eta: 1 day, 23:45:48 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.6195 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7740 loss: 4.7740 2022/06/25 12:23:50 - mmengine - INFO - Epoch(train) [6][3640/3757] lr: 9.981e-03 eta: 1 day, 23:45:35 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.4752 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3887 loss: 4.3887 2022/06/25 12:23:56 - mmengine - INFO - Epoch(train) [6][3660/3757] lr: 9.981e-03 eta: 1 day, 23:45:26 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.7713 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3195 loss: 4.3195 2022/06/25 12:24:01 - mmengine - INFO - Epoch(train) [6][3680/3757] lr: 9.981e-03 eta: 1 day, 23:45:14 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 3.8051 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0731 loss: 4.0731 2022/06/25 12:24:06 - mmengine - INFO - Epoch(train) [6][3700/3757] lr: 9.981e-03 eta: 1 day, 23:45:02 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.7640 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2806 loss: 4.2806 2022/06/25 12:24:11 - mmengine - INFO - Epoch(train) [6][3720/3757] lr: 9.981e-03 eta: 1 day, 23:44:50 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.5063 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.4965 loss: 4.4965 2022/06/25 12:24:16 - mmengine - INFO - Epoch(train) [6][3740/3757] lr: 9.981e-03 eta: 1 day, 23:44:52 time: 0.241 data_time: 0.005 memory: 5036 grad_norm: 3.6287 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4318 loss: 4.4318 2022/06/25 12:24:20 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:24:20 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/06/25 12:24:33 - mmengine - INFO - Epoch(val) [6][20/310] eta: 0:01:45 time: 0.117 data_time: 0.010 memory: 5036 2022/06/25 12:24:38 - mmengine - INFO - Epoch(val) [6][40/310] eta: 0:01:30 time: 0.109 data_time: 0.008 memory: 1723 2022/06/25 12:24:42 - mmengine - INFO - Epoch(val) [6][60/310] eta: 0:00:30 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:24:47 - mmengine - INFO - Epoch(val) [6][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 12:24:54 - mmengine - INFO - Epoch(val) [6][100/310] eta: 0:01:10 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:24:59 - mmengine - INFO - Epoch(val) [6][120/310] eta: 0:01:07 time: 0.785 data_time: 0.683 memory: 1723 2022/06/25 12:25:04 - mmengine - INFO - Epoch(val) [6][140/310] eta: 0:00:33 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:25:08 - mmengine - INFO - Epoch(val) [6][160/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:25:15 - mmengine - INFO - Epoch(val) [6][180/310] eta: 0:00:35 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:25:20 - mmengine - INFO - Epoch(val) [6][200/310] eta: 0:00:38 time: 0.706 data_time: 0.604 memory: 1723 2022/06/25 12:25:24 - mmengine - INFO - Epoch(val) [6][220/310] eta: 0:00:14 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:25:29 - mmengine - INFO - Epoch(val) [6][240/310] eta: 0:00:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:25:36 - mmengine - INFO - Epoch(val) [6][260/310] eta: 0:00:18 time: 0.104 data_time: 0.001 memory: 1723 2022/06/25 12:25:40 - mmengine - INFO - Epoch(val) [6][280/310] eta: 0:00:09 time: 0.118 data_time: 0.006 memory: 1723 2022/06/25 12:25:42 - mmengine - INFO - Epoch(val) [6][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/25 12:25:45 - mmengine - INFO - Epoch(val) [6][310/310] acc/top1: 0.1503 acc/top5: 0.3557 acc/mean1: 0.1500 2022/06/25 12:25:54 - mmengine - INFO - Epoch(train) [7][20/3757] lr: 9.973e-03 eta: 1 day, 23:45:50 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.6494 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2417 loss: 4.2417 2022/06/25 12:26:00 - mmengine - INFO - Epoch(train) [7][40/3757] lr: 9.973e-03 eta: 1 day, 23:45:50 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.7202 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.3292 loss: 4.3292 2022/06/25 12:26:05 - mmengine - INFO - Epoch(train) [7][60/3757] lr: 9.973e-03 eta: 1 day, 23:45:45 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.8979 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1979 loss: 4.1979 2022/06/25 12:26:10 - mmengine - INFO - Epoch(train) [7][80/3757] lr: 9.973e-03 eta: 1 day, 23:45:39 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.5669 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1508 loss: 4.1508 2022/06/25 12:26:16 - mmengine - INFO - Epoch(train) [7][100/3757] lr: 9.973e-03 eta: 1 day, 23:45:38 time: 0.394 data_time: 0.143 memory: 5036 grad_norm: 4.0290 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.6116 loss: 4.6116 2022/06/25 12:26:21 - mmengine - INFO - Epoch(train) [7][120/3757] lr: 9.973e-03 eta: 1 day, 23:45:25 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.9764 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3790 loss: 4.3790 2022/06/25 12:26:26 - mmengine - INFO - Epoch(train) [7][140/3757] lr: 9.973e-03 eta: 1 day, 23:45:18 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.9741 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3663 loss: 4.3663 2022/06/25 12:26:31 - mmengine - INFO - Epoch(train) [7][160/3757] lr: 9.973e-03 eta: 1 day, 23:45:19 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 3.3732 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0804 loss: 4.0804 2022/06/25 12:26:37 - mmengine - INFO - Epoch(train) [7][180/3757] lr: 9.973e-03 eta: 1 day, 23:45:23 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.9071 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2497 loss: 4.2497 2022/06/25 12:26:42 - mmengine - INFO - Epoch(train) [7][200/3757] lr: 9.973e-03 eta: 1 day, 23:45:12 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.8892 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.3896 loss: 4.3896 2022/06/25 12:26:47 - mmengine - INFO - Epoch(train) [7][220/3757] lr: 9.973e-03 eta: 1 day, 23:45:09 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.8861 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1204 loss: 4.1204 2022/06/25 12:26:52 - mmengine - INFO - Epoch(train) [7][240/3757] lr: 9.973e-03 eta: 1 day, 23:44:58 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.5312 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2871 loss: 4.2871 2022/06/25 12:26:58 - mmengine - INFO - Epoch(train) [7][260/3757] lr: 9.973e-03 eta: 1 day, 23:45:03 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.6477 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.0160 loss: 4.0160 2022/06/25 12:27:03 - mmengine - INFO - Epoch(train) [7][280/3757] lr: 9.973e-03 eta: 1 day, 23:44:52 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.9272 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4868 loss: 4.4868 2022/06/25 12:27:09 - mmengine - INFO - Epoch(train) [7][300/3757] lr: 9.973e-03 eta: 1 day, 23:44:54 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.8284 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2359 loss: 4.2359 2022/06/25 12:27:14 - mmengine - INFO - Epoch(train) [7][320/3757] lr: 9.973e-03 eta: 1 day, 23:44:44 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 3.7122 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3954 loss: 4.3954 2022/06/25 12:27:19 - mmengine - INFO - Epoch(train) [7][340/3757] lr: 9.973e-03 eta: 1 day, 23:44:42 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.2428 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1715 loss: 4.1715 2022/06/25 12:27:24 - mmengine - INFO - Epoch(train) [7][360/3757] lr: 9.973e-03 eta: 1 day, 23:44:36 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8743 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.3072 loss: 4.3072 2022/06/25 12:27:30 - mmengine - INFO - Epoch(train) [7][380/3757] lr: 9.973e-03 eta: 1 day, 23:44:32 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.1874 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4607 loss: 4.4607 2022/06/25 12:27:35 - mmengine - INFO - Epoch(train) [7][400/3757] lr: 9.973e-03 eta: 1 day, 23:44:21 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.9056 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.8438 loss: 4.8438 2022/06/25 12:27:40 - mmengine - INFO - Epoch(train) [7][420/3757] lr: 9.973e-03 eta: 1 day, 23:44:16 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.7243 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3252 loss: 4.3252 2022/06/25 12:27:45 - mmengine - INFO - Epoch(train) [7][440/3757] lr: 9.973e-03 eta: 1 day, 23:44:07 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.9948 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.3642 loss: 4.3642 2022/06/25 12:27:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:27:50 - mmengine - INFO - Epoch(train) [7][460/3757] lr: 9.973e-03 eta: 1 day, 23:44:06 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.9112 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8836 loss: 3.8836 2022/06/25 12:27:56 - mmengine - INFO - Epoch(train) [7][480/3757] lr: 9.973e-03 eta: 1 day, 23:44:06 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 3.7713 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3270 loss: 4.3270 2022/06/25 12:28:01 - mmengine - INFO - Epoch(train) [7][500/3757] lr: 9.973e-03 eta: 1 day, 23:43:59 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.7166 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.7598 loss: 4.7598 2022/06/25 12:28:06 - mmengine - INFO - Epoch(train) [7][520/3757] lr: 9.973e-03 eta: 1 day, 23:43:54 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0194 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2832 loss: 4.2832 2022/06/25 12:28:12 - mmengine - INFO - Epoch(train) [7][540/3757] lr: 9.973e-03 eta: 1 day, 23:43:51 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.7270 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6191 loss: 4.6191 2022/06/25 12:28:17 - mmengine - INFO - Epoch(train) [7][560/3757] lr: 9.973e-03 eta: 1 day, 23:43:41 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 3.8365 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3380 loss: 4.3380 2022/06/25 12:28:22 - mmengine - INFO - Epoch(train) [7][580/3757] lr: 9.973e-03 eta: 1 day, 23:43:34 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7532 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4335 loss: 4.4335 2022/06/25 12:28:27 - mmengine - INFO - Epoch(train) [7][600/3757] lr: 9.973e-03 eta: 1 day, 23:43:26 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.6734 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4545 loss: 4.4545 2022/06/25 12:28:32 - mmengine - INFO - Epoch(train) [7][620/3757] lr: 9.973e-03 eta: 1 day, 23:43:16 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.7040 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2853 loss: 4.2853 2022/06/25 12:28:37 - mmengine - INFO - Epoch(train) [7][640/3757] lr: 9.973e-03 eta: 1 day, 23:43:07 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 3.2729 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3985 loss: 4.3985 2022/06/25 12:28:43 - mmengine - INFO - Epoch(train) [7][660/3757] lr: 9.973e-03 eta: 1 day, 23:43:04 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.9214 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4437 loss: 4.4437 2022/06/25 12:28:48 - mmengine - INFO - Epoch(train) [7][680/3757] lr: 9.973e-03 eta: 1 day, 23:43:03 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8076 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8895 loss: 3.8895 2022/06/25 12:28:53 - mmengine - INFO - Epoch(train) [7][700/3757] lr: 9.973e-03 eta: 1 day, 23:42:54 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.7161 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8035 loss: 3.8035 2022/06/25 12:28:59 - mmengine - INFO - Epoch(train) [7][720/3757] lr: 9.973e-03 eta: 1 day, 23:42:58 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.7360 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8425 loss: 3.8425 2022/06/25 12:29:04 - mmengine - INFO - Epoch(train) [7][740/3757] lr: 9.973e-03 eta: 1 day, 23:42:52 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.9451 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.6090 loss: 4.6090 2022/06/25 12:29:09 - mmengine - INFO - Epoch(train) [7][760/3757] lr: 9.973e-03 eta: 1 day, 23:42:47 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.5236 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.1214 loss: 4.1214 2022/06/25 12:29:15 - mmengine - INFO - Epoch(train) [7][780/3757] lr: 9.973e-03 eta: 1 day, 23:42:38 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.7772 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2414 loss: 4.2414 2022/06/25 12:29:20 - mmengine - INFO - Epoch(train) [7][800/3757] lr: 9.973e-03 eta: 1 day, 23:42:40 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.8789 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9274 loss: 3.9274 2022/06/25 12:29:25 - mmengine - INFO - Epoch(train) [7][820/3757] lr: 9.973e-03 eta: 1 day, 23:42:34 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8233 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 4.2823 loss: 4.2823 2022/06/25 12:29:30 - mmengine - INFO - Epoch(train) [7][840/3757] lr: 9.973e-03 eta: 1 day, 23:42:25 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.6621 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0726 loss: 4.0726 2022/06/25 12:29:36 - mmengine - INFO - Epoch(train) [7][860/3757] lr: 9.973e-03 eta: 1 day, 23:42:17 time: 0.321 data_time: 0.002 memory: 5036 grad_norm: 3.9098 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3118 loss: 4.3118 2022/06/25 12:29:41 - mmengine - INFO - Epoch(train) [7][880/3757] lr: 9.973e-03 eta: 1 day, 23:42:10 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.9589 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0913 loss: 4.0913 2022/06/25 12:29:46 - mmengine - INFO - Epoch(train) [7][900/3757] lr: 9.973e-03 eta: 1 day, 23:42:04 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.7980 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4264 loss: 4.4264 2022/06/25 12:29:51 - mmengine - INFO - Epoch(train) [7][920/3757] lr: 9.973e-03 eta: 1 day, 23:41:53 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9469 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3231 loss: 4.3231 2022/06/25 12:29:57 - mmengine - INFO - Epoch(train) [7][940/3757] lr: 9.973e-03 eta: 1 day, 23:42:00 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.6955 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6555 loss: 4.6555 2022/06/25 12:30:02 - mmengine - INFO - Epoch(train) [7][960/3757] lr: 9.973e-03 eta: 1 day, 23:41:49 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 3.6754 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3175 loss: 4.3175 2022/06/25 12:30:07 - mmengine - INFO - Epoch(train) [7][980/3757] lr: 9.973e-03 eta: 1 day, 23:41:44 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.0377 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2546 loss: 4.2546 2022/06/25 12:30:12 - mmengine - INFO - Epoch(train) [7][1000/3757] lr: 9.973e-03 eta: 1 day, 23:41:33 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.7257 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1313 loss: 4.1313 2022/06/25 12:30:17 - mmengine - INFO - Epoch(train) [7][1020/3757] lr: 9.973e-03 eta: 1 day, 23:41:25 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.1805 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7515 loss: 3.7515 2022/06/25 12:30:23 - mmengine - INFO - Epoch(train) [7][1040/3757] lr: 9.973e-03 eta: 1 day, 23:41:18 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.6046 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7186 loss: 4.7186 2022/06/25 12:30:28 - mmengine - INFO - Epoch(train) [7][1060/3757] lr: 9.973e-03 eta: 1 day, 23:41:14 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.8318 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3478 loss: 4.3478 2022/06/25 12:30:33 - mmengine - INFO - Epoch(train) [7][1080/3757] lr: 9.973e-03 eta: 1 day, 23:41:07 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.7977 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.3734 loss: 4.3734 2022/06/25 12:30:38 - mmengine - INFO - Epoch(train) [7][1100/3757] lr: 9.973e-03 eta: 1 day, 23:41:03 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.7863 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.2329 loss: 4.2329 2022/06/25 12:30:44 - mmengine - INFO - Epoch(train) [7][1120/3757] lr: 9.973e-03 eta: 1 day, 23:40:58 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.5659 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.4039 loss: 4.4039 2022/06/25 12:30:49 - mmengine - INFO - Epoch(train) [7][1140/3757] lr: 9.973e-03 eta: 1 day, 23:40:54 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.7806 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4691 loss: 4.4691 2022/06/25 12:30:54 - mmengine - INFO - Epoch(train) [7][1160/3757] lr: 9.973e-03 eta: 1 day, 23:40:51 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 3.9770 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1949 loss: 4.1949 2022/06/25 12:30:59 - mmengine - INFO - Epoch(train) [7][1180/3757] lr: 9.973e-03 eta: 1 day, 23:40:43 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.6214 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4246 loss: 4.4246 2022/06/25 12:31:05 - mmengine - INFO - Epoch(train) [7][1200/3757] lr: 9.973e-03 eta: 1 day, 23:40:36 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.1638 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3726 loss: 4.3726 2022/06/25 12:31:10 - mmengine - INFO - Epoch(train) [7][1220/3757] lr: 9.973e-03 eta: 1 day, 23:40:31 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.7210 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2205 loss: 4.2205 2022/06/25 12:31:15 - mmengine - INFO - Epoch(train) [7][1240/3757] lr: 9.973e-03 eta: 1 day, 23:40:22 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.7083 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1894 loss: 4.1894 2022/06/25 12:31:20 - mmengine - INFO - Epoch(train) [7][1260/3757] lr: 9.973e-03 eta: 1 day, 23:40:14 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.7622 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3167 loss: 4.3167 2022/06/25 12:31:25 - mmengine - INFO - Epoch(train) [7][1280/3757] lr: 9.973e-03 eta: 1 day, 23:40:06 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.0838 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8400 loss: 3.8400 2022/06/25 12:31:31 - mmengine - INFO - Epoch(train) [7][1300/3757] lr: 9.973e-03 eta: 1 day, 23:40:03 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.0171 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.3557 loss: 4.3557 2022/06/25 12:31:36 - mmengine - INFO - Epoch(train) [7][1320/3757] lr: 9.973e-03 eta: 1 day, 23:39:53 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 3.9355 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5961 loss: 4.5961 2022/06/25 12:31:41 - mmengine - INFO - Epoch(train) [7][1340/3757] lr: 9.973e-03 eta: 1 day, 23:39:51 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.4979 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3507 loss: 4.3507 2022/06/25 12:31:46 - mmengine - INFO - Epoch(train) [7][1360/3757] lr: 9.973e-03 eta: 1 day, 23:39:44 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 3.8045 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.3451 loss: 4.3451 2022/06/25 12:31:52 - mmengine - INFO - Epoch(train) [7][1380/3757] lr: 9.973e-03 eta: 1 day, 23:39:36 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.6941 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2520 loss: 4.2520 2022/06/25 12:31:57 - mmengine - INFO - Epoch(train) [7][1400/3757] lr: 9.973e-03 eta: 1 day, 23:39:26 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.8945 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3019 loss: 4.3019 2022/06/25 12:32:02 - mmengine - INFO - Epoch(train) [7][1420/3757] lr: 9.973e-03 eta: 1 day, 23:39:18 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.7851 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.0122 loss: 4.0122 2022/06/25 12:32:07 - mmengine - INFO - Epoch(train) [7][1440/3757] lr: 9.973e-03 eta: 1 day, 23:39:12 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 3.7912 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.7283 loss: 4.7283 2022/06/25 12:32:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:32:12 - mmengine - INFO - Epoch(train) [7][1460/3757] lr: 9.973e-03 eta: 1 day, 23:39:06 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.8262 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0610 loss: 4.0610 2022/06/25 12:32:17 - mmengine - INFO - Epoch(train) [7][1480/3757] lr: 9.973e-03 eta: 1 day, 23:38:57 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.6110 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3621 loss: 4.3621 2022/06/25 12:32:23 - mmengine - INFO - Epoch(train) [7][1500/3757] lr: 9.973e-03 eta: 1 day, 23:38:48 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 3.4968 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0538 loss: 4.0538 2022/06/25 12:32:28 - mmengine - INFO - Epoch(train) [7][1520/3757] lr: 9.973e-03 eta: 1 day, 23:38:42 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 3.7328 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0434 loss: 4.0434 2022/06/25 12:32:33 - mmengine - INFO - Epoch(train) [7][1540/3757] lr: 9.973e-03 eta: 1 day, 23:38:35 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.8055 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4798 loss: 4.4798 2022/06/25 12:32:38 - mmengine - INFO - Epoch(train) [7][1560/3757] lr: 9.973e-03 eta: 1 day, 23:38:30 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 3.5008 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0693 loss: 4.0693 2022/06/25 12:32:43 - mmengine - INFO - Epoch(train) [7][1580/3757] lr: 9.973e-03 eta: 1 day, 23:38:25 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.7223 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2852 loss: 4.2852 2022/06/25 12:32:49 - mmengine - INFO - Epoch(train) [7][1600/3757] lr: 9.973e-03 eta: 1 day, 23:38:34 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 3.7499 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2791 loss: 4.2791 2022/06/25 12:32:54 - mmengine - INFO - Epoch(train) [7][1620/3757] lr: 9.973e-03 eta: 1 day, 23:38:26 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.5378 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1549 loss: 4.1549 2022/06/25 12:33:00 - mmengine - INFO - Epoch(train) [7][1640/3757] lr: 9.973e-03 eta: 1 day, 23:38:17 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 3.7886 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2928 loss: 4.2928 2022/06/25 12:33:05 - mmengine - INFO - Epoch(train) [7][1660/3757] lr: 9.973e-03 eta: 1 day, 23:38:08 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.8018 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3171 loss: 4.3171 2022/06/25 12:33:10 - mmengine - INFO - Epoch(train) [7][1680/3757] lr: 9.973e-03 eta: 1 day, 23:38:05 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.8609 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.3607 loss: 4.3607 2022/06/25 12:33:15 - mmengine - INFO - Epoch(train) [7][1700/3757] lr: 9.973e-03 eta: 1 day, 23:38:01 time: 0.356 data_time: 0.002 memory: 5036 grad_norm: 3.6391 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5133 loss: 4.5133 2022/06/25 12:33:20 - mmengine - INFO - Epoch(train) [7][1720/3757] lr: 9.973e-03 eta: 1 day, 23:37:51 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9251 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.7120 loss: 4.7120 2022/06/25 12:33:26 - mmengine - INFO - Epoch(train) [7][1740/3757] lr: 9.973e-03 eta: 1 day, 23:37:57 time: 0.363 data_time: 0.002 memory: 5036 grad_norm: 3.9799 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6806 loss: 4.6806 2022/06/25 12:33:31 - mmengine - INFO - Epoch(train) [7][1760/3757] lr: 9.973e-03 eta: 1 day, 23:37:48 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.5543 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9652 loss: 3.9652 2022/06/25 12:33:37 - mmengine - INFO - Epoch(train) [7][1780/3757] lr: 9.973e-03 eta: 1 day, 23:37:45 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.0632 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6782 loss: 4.6782 2022/06/25 12:33:42 - mmengine - INFO - Epoch(train) [7][1800/3757] lr: 9.973e-03 eta: 1 day, 23:37:37 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.5337 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1959 loss: 4.1959 2022/06/25 12:33:47 - mmengine - INFO - Epoch(train) [7][1820/3757] lr: 9.973e-03 eta: 1 day, 23:37:31 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.9177 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3879 loss: 4.3879 2022/06/25 12:33:52 - mmengine - INFO - Epoch(train) [7][1840/3757] lr: 9.973e-03 eta: 1 day, 23:37:22 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 3.9293 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0840 loss: 4.0840 2022/06/25 12:33:57 - mmengine - INFO - Epoch(train) [7][1860/3757] lr: 9.973e-03 eta: 1 day, 23:37:14 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.6003 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.6530 loss: 4.6530 2022/06/25 12:34:02 - mmengine - INFO - Epoch(train) [7][1880/3757] lr: 9.973e-03 eta: 1 day, 23:37:09 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 3.8033 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9141 loss: 3.9141 2022/06/25 12:34:08 - mmengine - INFO - Epoch(train) [7][1900/3757] lr: 9.973e-03 eta: 1 day, 23:37:03 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.7761 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1843 loss: 4.1843 2022/06/25 12:34:13 - mmengine - INFO - Epoch(train) [7][1920/3757] lr: 9.973e-03 eta: 1 day, 23:36:54 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.7988 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.7492 loss: 4.7492 2022/06/25 12:34:18 - mmengine - INFO - Epoch(train) [7][1940/3757] lr: 9.973e-03 eta: 1 day, 23:36:50 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.4548 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.3959 loss: 4.3959 2022/06/25 12:34:23 - mmengine - INFO - Epoch(train) [7][1960/3757] lr: 9.973e-03 eta: 1 day, 23:36:41 time: 0.265 data_time: 0.011 memory: 5036 grad_norm: 4.0276 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2833 loss: 4.2833 2022/06/25 12:34:29 - mmengine - INFO - Epoch(train) [7][1980/3757] lr: 9.973e-03 eta: 1 day, 23:36:43 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.7871 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4236 loss: 4.4236 2022/06/25 12:34:34 - mmengine - INFO - Epoch(train) [7][2000/3757] lr: 9.973e-03 eta: 1 day, 23:36:37 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 3.2631 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3413 loss: 4.3413 2022/06/25 12:34:39 - mmengine - INFO - Epoch(train) [7][2020/3757] lr: 9.973e-03 eta: 1 day, 23:36:32 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.5217 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1779 loss: 4.1779 2022/06/25 12:34:44 - mmengine - INFO - Epoch(train) [7][2040/3757] lr: 9.973e-03 eta: 1 day, 23:36:24 time: 0.272 data_time: 0.031 memory: 5036 grad_norm: 3.4257 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4125 loss: 4.4125 2022/06/25 12:34:50 - mmengine - INFO - Epoch(train) [7][2060/3757] lr: 9.973e-03 eta: 1 day, 23:36:20 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 3.5120 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2497 loss: 4.2497 2022/06/25 12:34:55 - mmengine - INFO - Epoch(train) [7][2080/3757] lr: 9.973e-03 eta: 1 day, 23:36:11 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 3.7457 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4720 loss: 4.4720 2022/06/25 12:35:00 - mmengine - INFO - Epoch(train) [7][2100/3757] lr: 9.973e-03 eta: 1 day, 23:36:03 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.3302 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.9737 loss: 3.9737 2022/06/25 12:35:05 - mmengine - INFO - Epoch(train) [7][2120/3757] lr: 9.973e-03 eta: 1 day, 23:35:56 time: 0.269 data_time: 0.019 memory: 5036 grad_norm: 3.8885 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1745 loss: 4.1745 2022/06/25 12:35:11 - mmengine - INFO - Epoch(train) [7][2140/3757] lr: 9.973e-03 eta: 1 day, 23:35:52 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.6486 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1250 loss: 4.1250 2022/06/25 12:35:16 - mmengine - INFO - Epoch(train) [7][2160/3757] lr: 9.973e-03 eta: 1 day, 23:35:43 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 3.6753 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.6148 loss: 4.6148 2022/06/25 12:35:21 - mmengine - INFO - Epoch(train) [7][2180/3757] lr: 9.973e-03 eta: 1 day, 23:35:35 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.8586 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.5109 loss: 4.5109 2022/06/25 12:35:26 - mmengine - INFO - Epoch(train) [7][2200/3757] lr: 9.973e-03 eta: 1 day, 23:35:27 time: 0.260 data_time: 0.022 memory: 5036 grad_norm: 3.9259 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2083 loss: 4.2083 2022/06/25 12:35:31 - mmengine - INFO - Epoch(train) [7][2220/3757] lr: 9.973e-03 eta: 1 day, 23:35:20 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.8940 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2162 loss: 4.2162 2022/06/25 12:35:36 - mmengine - INFO - Epoch(train) [7][2240/3757] lr: 9.973e-03 eta: 1 day, 23:35:14 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 3.7182 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0926 loss: 4.0926 2022/06/25 12:35:42 - mmengine - INFO - Epoch(train) [7][2260/3757] lr: 9.973e-03 eta: 1 day, 23:35:11 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 3.9348 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4823 loss: 4.4823 2022/06/25 12:35:47 - mmengine - INFO - Epoch(train) [7][2280/3757] lr: 9.973e-03 eta: 1 day, 23:35:05 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 3.5572 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2398 loss: 4.2398 2022/06/25 12:35:52 - mmengine - INFO - Epoch(train) [7][2300/3757] lr: 9.973e-03 eta: 1 day, 23:34:58 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.5575 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0085 loss: 4.0085 2022/06/25 12:35:57 - mmengine - INFO - Epoch(train) [7][2320/3757] lr: 9.973e-03 eta: 1 day, 23:34:49 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 3.9576 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.2075 loss: 4.2075 2022/06/25 12:36:03 - mmengine - INFO - Epoch(train) [7][2340/3757] lr: 9.973e-03 eta: 1 day, 23:34:48 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5012 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1436 loss: 4.1436 2022/06/25 12:36:09 - mmengine - INFO - Epoch(train) [7][2360/3757] lr: 9.973e-03 eta: 1 day, 23:35:00 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 3.7034 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7037 loss: 3.7037 2022/06/25 12:36:14 - mmengine - INFO - Epoch(train) [7][2380/3757] lr: 9.973e-03 eta: 1 day, 23:34:53 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 3.7240 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2585 loss: 4.2585 2022/06/25 12:36:19 - mmengine - INFO - Epoch(train) [7][2400/3757] lr: 9.973e-03 eta: 1 day, 23:34:47 time: 0.273 data_time: 0.005 memory: 5036 grad_norm: 4.4313 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0154 loss: 4.0154 2022/06/25 12:36:24 - mmengine - INFO - Epoch(train) [7][2420/3757] lr: 9.973e-03 eta: 1 day, 23:34:39 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.9747 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0564 loss: 4.0564 2022/06/25 12:36:30 - mmengine - INFO - Epoch(train) [7][2440/3757] lr: 9.973e-03 eta: 1 day, 23:34:47 time: 0.253 data_time: 0.016 memory: 5036 grad_norm: 4.0606 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.9774 loss: 3.9774 2022/06/25 12:36:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:36:35 - mmengine - INFO - Epoch(train) [7][2460/3757] lr: 9.973e-03 eta: 1 day, 23:34:38 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 3.5811 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4302 loss: 4.4302 2022/06/25 12:36:40 - mmengine - INFO - Epoch(train) [7][2480/3757] lr: 9.973e-03 eta: 1 day, 23:34:28 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.7919 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0234 loss: 4.0234 2022/06/25 12:36:45 - mmengine - INFO - Epoch(train) [7][2500/3757] lr: 9.973e-03 eta: 1 day, 23:34:18 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 3.5990 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8982 loss: 3.8982 2022/06/25 12:36:51 - mmengine - INFO - Epoch(train) [7][2520/3757] lr: 9.973e-03 eta: 1 day, 23:34:19 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 3.6885 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.6635 loss: 4.6635 2022/06/25 12:36:56 - mmengine - INFO - Epoch(train) [7][2540/3757] lr: 9.973e-03 eta: 1 day, 23:34:08 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 3.8263 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0528 loss: 4.0528 2022/06/25 12:37:01 - mmengine - INFO - Epoch(train) [7][2560/3757] lr: 9.973e-03 eta: 1 day, 23:33:57 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 3.8240 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.2596 loss: 4.2596 2022/06/25 12:37:06 - mmengine - INFO - Epoch(train) [7][2580/3757] lr: 9.973e-03 eta: 1 day, 23:33:51 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.7251 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.6846 loss: 4.6846 2022/06/25 12:37:11 - mmengine - INFO - Epoch(train) [7][2600/3757] lr: 9.973e-03 eta: 1 day, 23:33:45 time: 0.250 data_time: 0.014 memory: 5036 grad_norm: 3.7453 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1967 loss: 4.1967 2022/06/25 12:37:16 - mmengine - INFO - Epoch(train) [7][2620/3757] lr: 9.973e-03 eta: 1 day, 23:33:35 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 3.7398 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2696 loss: 4.2696 2022/06/25 12:37:22 - mmengine - INFO - Epoch(train) [7][2640/3757] lr: 9.973e-03 eta: 1 day, 23:33:25 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 4.3945 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9863 loss: 3.9863 2022/06/25 12:37:27 - mmengine - INFO - Epoch(train) [7][2660/3757] lr: 9.973e-03 eta: 1 day, 23:33:34 time: 0.348 data_time: 0.042 memory: 5036 grad_norm: 3.9713 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0178 loss: 4.0178 2022/06/25 12:37:32 - mmengine - INFO - Epoch(train) [7][2680/3757] lr: 9.973e-03 eta: 1 day, 23:33:23 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 3.9226 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4894 loss: 4.4894 2022/06/25 12:37:38 - mmengine - INFO - Epoch(train) [7][2700/3757] lr: 9.973e-03 eta: 1 day, 23:33:18 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.1156 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0163 loss: 4.0163 2022/06/25 12:37:43 - mmengine - INFO - Epoch(train) [7][2720/3757] lr: 9.973e-03 eta: 1 day, 23:33:06 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.6597 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1587 loss: 4.1587 2022/06/25 12:37:48 - mmengine - INFO - Epoch(train) [7][2740/3757] lr: 9.973e-03 eta: 1 day, 23:33:12 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.5183 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3149 loss: 4.3149 2022/06/25 12:37:53 - mmengine - INFO - Epoch(train) [7][2760/3757] lr: 9.973e-03 eta: 1 day, 23:33:01 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 4.0199 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2914 loss: 4.2914 2022/06/25 12:37:58 - mmengine - INFO - Epoch(train) [7][2780/3757] lr: 9.973e-03 eta: 1 day, 23:32:51 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.7996 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.1547 loss: 4.1547 2022/06/25 12:38:04 - mmengine - INFO - Epoch(train) [7][2800/3757] lr: 9.973e-03 eta: 1 day, 23:32:44 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 3.8141 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2517 loss: 4.2517 2022/06/25 12:38:09 - mmengine - INFO - Epoch(train) [7][2820/3757] lr: 9.973e-03 eta: 1 day, 23:32:45 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.5806 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 4.1925 loss: 4.1925 2022/06/25 12:38:14 - mmengine - INFO - Epoch(train) [7][2840/3757] lr: 9.973e-03 eta: 1 day, 23:32:34 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.1213 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3396 loss: 4.3396 2022/06/25 12:38:19 - mmengine - INFO - Epoch(train) [7][2860/3757] lr: 9.973e-03 eta: 1 day, 23:32:25 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 3.4092 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2610 loss: 4.2610 2022/06/25 12:38:24 - mmengine - INFO - Epoch(train) [7][2880/3757] lr: 9.973e-03 eta: 1 day, 23:32:13 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.0938 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2467 loss: 4.2467 2022/06/25 12:38:30 - mmengine - INFO - Epoch(train) [7][2900/3757] lr: 9.973e-03 eta: 1 day, 23:32:13 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.1221 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2174 loss: 4.2174 2022/06/25 12:38:35 - mmengine - INFO - Epoch(train) [7][2920/3757] lr: 9.973e-03 eta: 1 day, 23:32:02 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.9017 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.4046 loss: 4.4046 2022/06/25 12:38:40 - mmengine - INFO - Epoch(train) [7][2940/3757] lr: 9.973e-03 eta: 1 day, 23:31:53 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.9510 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0488 loss: 4.0488 2022/06/25 12:38:45 - mmengine - INFO - Epoch(train) [7][2960/3757] lr: 9.973e-03 eta: 1 day, 23:31:45 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.3052 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.9128 loss: 3.9128 2022/06/25 12:38:51 - mmengine - INFO - Epoch(train) [7][2980/3757] lr: 9.973e-03 eta: 1 day, 23:31:52 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.5608 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4878 loss: 4.4878 2022/06/25 12:38:56 - mmengine - INFO - Epoch(train) [7][3000/3757] lr: 9.973e-03 eta: 1 day, 23:31:42 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 4.2687 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9277 loss: 3.9277 2022/06/25 12:39:01 - mmengine - INFO - Epoch(train) [7][3020/3757] lr: 9.973e-03 eta: 1 day, 23:31:37 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.6357 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2287 loss: 4.2287 2022/06/25 12:39:06 - mmengine - INFO - Epoch(train) [7][3040/3757] lr: 9.973e-03 eta: 1 day, 23:31:26 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.9565 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2232 loss: 4.2232 2022/06/25 12:39:11 - mmengine - INFO - Epoch(train) [7][3060/3757] lr: 9.973e-03 eta: 1 day, 23:31:19 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.7145 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4549 loss: 4.4549 2022/06/25 12:39:16 - mmengine - INFO - Epoch(train) [7][3080/3757] lr: 9.973e-03 eta: 1 day, 23:31:10 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.7118 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9383 loss: 3.9383 2022/06/25 12:39:22 - mmengine - INFO - Epoch(train) [7][3100/3757] lr: 9.973e-03 eta: 1 day, 23:31:01 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.5767 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1607 loss: 4.1607 2022/06/25 12:39:27 - mmengine - INFO - Epoch(train) [7][3120/3757] lr: 9.973e-03 eta: 1 day, 23:31:09 time: 0.338 data_time: 0.002 memory: 5036 grad_norm: 4.1746 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.8867 loss: 3.8867 2022/06/25 12:39:33 - mmengine - INFO - Epoch(train) [7][3140/3757] lr: 9.973e-03 eta: 1 day, 23:31:00 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.7146 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4531 loss: 4.4531 2022/06/25 12:39:38 - mmengine - INFO - Epoch(train) [7][3160/3757] lr: 9.973e-03 eta: 1 day, 23:30:50 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 4.0110 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4371 loss: 4.4371 2022/06/25 12:39:43 - mmengine - INFO - Epoch(train) [7][3180/3757] lr: 9.973e-03 eta: 1 day, 23:30:48 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 3.8575 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2606 loss: 4.2606 2022/06/25 12:39:48 - mmengine - INFO - Epoch(train) [7][3200/3757] lr: 9.973e-03 eta: 1 day, 23:30:48 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 6.1699 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4419 loss: 4.4419 2022/06/25 12:39:54 - mmengine - INFO - Epoch(train) [7][3220/3757] lr: 9.973e-03 eta: 1 day, 23:30:40 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 3.7035 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.1437 loss: 4.1437 2022/06/25 12:39:59 - mmengine - INFO - Epoch(train) [7][3240/3757] lr: 9.973e-03 eta: 1 day, 23:30:31 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 3.6583 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3468 loss: 4.3468 2022/06/25 12:40:04 - mmengine - INFO - Epoch(train) [7][3260/3757] lr: 9.973e-03 eta: 1 day, 23:30:30 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 3.8794 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1555 loss: 4.1555 2022/06/25 12:40:10 - mmengine - INFO - Epoch(train) [7][3280/3757] lr: 9.973e-03 eta: 1 day, 23:30:40 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7873 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.6972 loss: 4.6972 2022/06/25 12:40:15 - mmengine - INFO - Epoch(train) [7][3300/3757] lr: 9.973e-03 eta: 1 day, 23:30:33 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.7263 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2608 loss: 4.2608 2022/06/25 12:40:20 - mmengine - INFO - Epoch(train) [7][3320/3757] lr: 9.973e-03 eta: 1 day, 23:30:22 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.2165 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2610 loss: 4.2610 2022/06/25 12:40:25 - mmengine - INFO - Epoch(train) [7][3340/3757] lr: 9.973e-03 eta: 1 day, 23:30:12 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.7229 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1080 loss: 4.1080 2022/06/25 12:40:31 - mmengine - INFO - Epoch(train) [7][3360/3757] lr: 9.973e-03 eta: 1 day, 23:30:18 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.0326 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3891 loss: 4.3891 2022/06/25 12:40:36 - mmengine - INFO - Epoch(train) [7][3380/3757] lr: 9.973e-03 eta: 1 day, 23:30:09 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.7349 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1750 loss: 4.1750 2022/06/25 12:40:41 - mmengine - INFO - Epoch(train) [7][3400/3757] lr: 9.973e-03 eta: 1 day, 23:29:58 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7841 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8498 loss: 3.8498 2022/06/25 12:40:46 - mmengine - INFO - Epoch(train) [7][3420/3757] lr: 9.973e-03 eta: 1 day, 23:29:48 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 3.5333 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4918 loss: 4.4918 2022/06/25 12:40:52 - mmengine - INFO - Epoch(train) [7][3440/3757] lr: 9.973e-03 eta: 1 day, 23:29:48 time: 0.258 data_time: 0.023 memory: 5036 grad_norm: 3.8340 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.3529 loss: 4.3529 2022/06/25 12:40:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:40:57 - mmengine - INFO - Epoch(train) [7][3460/3757] lr: 9.973e-03 eta: 1 day, 23:29:38 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 3.7654 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2266 loss: 4.2266 2022/06/25 12:41:02 - mmengine - INFO - Epoch(train) [7][3480/3757] lr: 9.973e-03 eta: 1 day, 23:29:27 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 3.6674 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0292 loss: 4.0292 2022/06/25 12:41:07 - mmengine - INFO - Epoch(train) [7][3500/3757] lr: 9.973e-03 eta: 1 day, 23:29:24 time: 0.384 data_time: 0.004 memory: 5036 grad_norm: 3.9157 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5537 loss: 4.5537 2022/06/25 12:41:12 - mmengine - INFO - Epoch(train) [7][3520/3757] lr: 9.973e-03 eta: 1 day, 23:29:14 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.9125 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9700 loss: 3.9700 2022/06/25 12:41:17 - mmengine - INFO - Epoch(train) [7][3540/3757] lr: 9.973e-03 eta: 1 day, 23:29:08 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.7485 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0736 loss: 4.0736 2022/06/25 12:41:23 - mmengine - INFO - Epoch(train) [7][3560/3757] lr: 9.973e-03 eta: 1 day, 23:28:58 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 3.8982 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4120 loss: 4.4120 2022/06/25 12:41:28 - mmengine - INFO - Epoch(train) [7][3580/3757] lr: 9.973e-03 eta: 1 day, 23:28:52 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 3.8681 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.1210 loss: 4.1210 2022/06/25 12:41:33 - mmengine - INFO - Epoch(train) [7][3600/3757] lr: 9.973e-03 eta: 1 day, 23:28:41 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.8197 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9557 loss: 3.9557 2022/06/25 12:41:38 - mmengine - INFO - Epoch(train) [7][3620/3757] lr: 9.973e-03 eta: 1 day, 23:28:32 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 3.7268 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1255 loss: 4.1255 2022/06/25 12:41:43 - mmengine - INFO - Epoch(train) [7][3640/3757] lr: 9.973e-03 eta: 1 day, 23:28:21 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 3.6380 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3593 loss: 4.3593 2022/06/25 12:41:48 - mmengine - INFO - Epoch(train) [7][3660/3757] lr: 9.973e-03 eta: 1 day, 23:28:14 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.8839 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4121 loss: 4.4121 2022/06/25 12:41:53 - mmengine - INFO - Epoch(train) [7][3680/3757] lr: 9.973e-03 eta: 1 day, 23:28:05 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 4.1396 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4996 loss: 4.4996 2022/06/25 12:41:58 - mmengine - INFO - Epoch(train) [7][3700/3757] lr: 9.973e-03 eta: 1 day, 23:27:55 time: 0.247 data_time: 0.011 memory: 5036 grad_norm: 3.9208 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5406 loss: 4.5406 2022/06/25 12:42:03 - mmengine - INFO - Epoch(train) [7][3720/3757] lr: 9.973e-03 eta: 1 day, 23:27:45 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 3.6955 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0699 loss: 4.0699 2022/06/25 12:42:09 - mmengine - INFO - Epoch(train) [7][3740/3757] lr: 9.973e-03 eta: 1 day, 23:27:42 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.8424 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1531 loss: 4.1531 2022/06/25 12:42:13 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:42:13 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/06/25 12:42:26 - mmengine - INFO - Epoch(val) [7][20/310] eta: 0:01:45 time: 0.104 data_time: 0.001 memory: 5036 2022/06/25 12:42:30 - mmengine - INFO - Epoch(val) [7][40/310] eta: 0:01:36 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:42:35 - mmengine - INFO - Epoch(val) [7][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 12:42:39 - mmengine - INFO - Epoch(val) [7][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 12:42:46 - mmengine - INFO - Epoch(val) [7][100/310] eta: 0:01:10 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 12:42:51 - mmengine - INFO - Epoch(val) [7][120/310] eta: 0:01:12 time: 0.106 data_time: 0.005 memory: 1723 2022/06/25 12:42:56 - mmengine - INFO - Epoch(val) [7][140/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 12:43:01 - mmengine - INFO - Epoch(val) [7][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 12:43:07 - mmengine - INFO - Epoch(val) [7][180/310] eta: 0:00:41 time: 0.106 data_time: 0.001 memory: 1723 2022/06/25 12:43:12 - mmengine - INFO - Epoch(val) [7][200/310] eta: 0:00:37 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 12:43:17 - mmengine - INFO - Epoch(val) [7][220/310] eta: 0:00:12 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 12:43:21 - mmengine - INFO - Epoch(val) [7][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 12:43:29 - mmengine - INFO - Epoch(val) [7][260/310] eta: 0:00:18 time: 0.105 data_time: 0.002 memory: 1723 2022/06/25 12:43:33 - mmengine - INFO - Epoch(val) [7][280/310] eta: 0:00:09 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 12:43:35 - mmengine - INFO - Epoch(val) [7][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 12:43:37 - mmengine - INFO - Epoch(val) [7][310/310] acc/top1: 0.1647 acc/top5: 0.3887 acc/mean1: 0.1646 2022/06/25 12:43:47 - mmengine - INFO - Epoch(train) [8][20/3757] lr: 9.963e-03 eta: 1 day, 23:28:26 time: 0.268 data_time: 0.011 memory: 5036 grad_norm: 4.1552 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0402 loss: 4.0402 2022/06/25 12:43:52 - mmengine - INFO - Epoch(train) [8][40/3757] lr: 9.963e-03 eta: 1 day, 23:28:19 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.9413 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0028 loss: 4.0028 2022/06/25 12:43:57 - mmengine - INFO - Epoch(train) [8][60/3757] lr: 9.963e-03 eta: 1 day, 23:28:16 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.2457 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1605 loss: 4.1605 2022/06/25 12:44:02 - mmengine - INFO - Epoch(train) [8][80/3757] lr: 9.963e-03 eta: 1 day, 23:28:10 time: 0.239 data_time: 0.002 memory: 5036 grad_norm: 3.9348 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4247 loss: 4.4247 2022/06/25 12:44:08 - mmengine - INFO - Epoch(train) [8][100/3757] lr: 9.963e-03 eta: 1 day, 23:28:05 time: 0.287 data_time: 0.047 memory: 5036 grad_norm: 3.8588 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2811 loss: 4.2811 2022/06/25 12:44:13 - mmengine - INFO - Epoch(train) [8][120/3757] lr: 9.963e-03 eta: 1 day, 23:28:02 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.7289 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2269 loss: 4.2269 2022/06/25 12:44:19 - mmengine - INFO - Epoch(train) [8][140/3757] lr: 9.963e-03 eta: 1 day, 23:28:10 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.1323 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9650 loss: 3.9650 2022/06/25 12:44:24 - mmengine - INFO - Epoch(train) [8][160/3757] lr: 9.963e-03 eta: 1 day, 23:27:59 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.0748 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3867 loss: 4.3867 2022/06/25 12:44:29 - mmengine - INFO - Epoch(train) [8][180/3757] lr: 9.963e-03 eta: 1 day, 23:27:51 time: 0.287 data_time: 0.012 memory: 5036 grad_norm: 3.8167 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4753 loss: 4.4753 2022/06/25 12:44:34 - mmengine - INFO - Epoch(train) [8][200/3757] lr: 9.963e-03 eta: 1 day, 23:27:41 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7138 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2417 loss: 4.2417 2022/06/25 12:44:39 - mmengine - INFO - Epoch(train) [8][220/3757] lr: 9.963e-03 eta: 1 day, 23:27:35 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 4.5270 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3331 loss: 4.3331 2022/06/25 12:44:44 - mmengine - INFO - Epoch(train) [8][240/3757] lr: 9.963e-03 eta: 1 day, 23:27:25 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0847 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3222 loss: 4.3222 2022/06/25 12:44:50 - mmengine - INFO - Epoch(train) [8][260/3757] lr: 9.963e-03 eta: 1 day, 23:27:25 time: 0.417 data_time: 0.177 memory: 5036 grad_norm: 3.6840 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1169 loss: 4.1169 2022/06/25 12:44:55 - mmengine - INFO - Epoch(train) [8][280/3757] lr: 9.963e-03 eta: 1 day, 23:27:26 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.9986 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3974 loss: 4.3974 2022/06/25 12:45:01 - mmengine - INFO - Epoch(train) [8][300/3757] lr: 9.963e-03 eta: 1 day, 23:27:28 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.7227 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.3179 loss: 4.3179 2022/06/25 12:45:06 - mmengine - INFO - Epoch(train) [8][320/3757] lr: 9.963e-03 eta: 1 day, 23:27:16 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 4.5665 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7014 loss: 3.7014 2022/06/25 12:45:12 - mmengine - INFO - Epoch(train) [8][340/3757] lr: 9.963e-03 eta: 1 day, 23:27:18 time: 0.277 data_time: 0.038 memory: 5036 grad_norm: 3.9627 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5307 loss: 4.5307 2022/06/25 12:45:17 - mmengine - INFO - Epoch(train) [8][360/3757] lr: 9.963e-03 eta: 1 day, 23:27:21 time: 0.318 data_time: 0.002 memory: 5036 grad_norm: 4.0153 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4237 loss: 4.4237 2022/06/25 12:45:23 - mmengine - INFO - Epoch(train) [8][380/3757] lr: 9.963e-03 eta: 1 day, 23:27:22 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.7099 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.4808 loss: 4.4808 2022/06/25 12:45:28 - mmengine - INFO - Epoch(train) [8][400/3757] lr: 9.963e-03 eta: 1 day, 23:27:11 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.5759 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.6207 loss: 4.6207 2022/06/25 12:45:33 - mmengine - INFO - Epoch(train) [8][420/3757] lr: 9.963e-03 eta: 1 day, 23:27:03 time: 0.259 data_time: 0.023 memory: 5036 grad_norm: 3.7973 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0071 loss: 4.0071 2022/06/25 12:45:38 - mmengine - INFO - Epoch(train) [8][440/3757] lr: 9.963e-03 eta: 1 day, 23:27:00 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.8791 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1948 loss: 4.1948 2022/06/25 12:45:43 - mmengine - INFO - Epoch(train) [8][460/3757] lr: 9.963e-03 eta: 1 day, 23:26:52 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.4662 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4609 loss: 4.4609 2022/06/25 12:45:48 - mmengine - INFO - Epoch(train) [8][480/3757] lr: 9.963e-03 eta: 1 day, 23:26:41 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8456 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3287 loss: 4.3287 2022/06/25 12:45:54 - mmengine - INFO - Epoch(train) [8][500/3757] lr: 9.963e-03 eta: 1 day, 23:26:33 time: 0.273 data_time: 0.036 memory: 5036 grad_norm: 3.8110 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1938 loss: 4.1938 2022/06/25 12:45:59 - mmengine - INFO - Epoch(train) [8][520/3757] lr: 9.963e-03 eta: 1 day, 23:26:26 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.8866 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.1314 loss: 4.1314 2022/06/25 12:46:04 - mmengine - INFO - Epoch(train) [8][540/3757] lr: 9.963e-03 eta: 1 day, 23:26:17 time: 0.249 data_time: 0.010 memory: 5036 grad_norm: 3.9070 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4883 loss: 4.4883 2022/06/25 12:46:09 - mmengine - INFO - Epoch(train) [8][560/3757] lr: 9.963e-03 eta: 1 day, 23:26:12 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.4485 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3078 loss: 4.3078 2022/06/25 12:46:15 - mmengine - INFO - Epoch(train) [8][580/3757] lr: 9.963e-03 eta: 1 day, 23:26:11 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 4.1487 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3790 loss: 4.3790 2022/06/25 12:46:20 - mmengine - INFO - Epoch(train) [8][600/3757] lr: 9.963e-03 eta: 1 day, 23:26:01 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.0077 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.1496 loss: 4.1496 2022/06/25 12:46:25 - mmengine - INFO - Epoch(train) [8][620/3757] lr: 9.963e-03 eta: 1 day, 23:25:52 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 3.8329 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9702 loss: 3.9702 2022/06/25 12:46:30 - mmengine - INFO - Epoch(train) [8][640/3757] lr: 9.963e-03 eta: 1 day, 23:25:43 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.5532 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3179 loss: 4.3179 2022/06/25 12:46:36 - mmengine - INFO - Epoch(train) [8][660/3757] lr: 9.963e-03 eta: 1 day, 23:25:49 time: 0.255 data_time: 0.019 memory: 5036 grad_norm: 3.7978 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9069 loss: 3.9069 2022/06/25 12:46:41 - mmengine - INFO - Epoch(train) [8][680/3757] lr: 9.963e-03 eta: 1 day, 23:25:51 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.9695 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2453 loss: 4.2453 2022/06/25 12:46:46 - mmengine - INFO - Epoch(train) [8][700/3757] lr: 9.963e-03 eta: 1 day, 23:25:43 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 3.5709 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1386 loss: 4.1386 2022/06/25 12:46:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:46:52 - mmengine - INFO - Epoch(train) [8][720/3757] lr: 9.963e-03 eta: 1 day, 23:25:38 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 3.9614 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3661 loss: 4.3661 2022/06/25 12:46:57 - mmengine - INFO - Epoch(train) [8][740/3757] lr: 9.963e-03 eta: 1 day, 23:25:30 time: 0.249 data_time: 0.014 memory: 5036 grad_norm: 4.0500 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.4460 loss: 4.4460 2022/06/25 12:47:02 - mmengine - INFO - Epoch(train) [8][760/3757] lr: 9.963e-03 eta: 1 day, 23:25:35 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.6832 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.1244 loss: 4.1244 2022/06/25 12:47:08 - mmengine - INFO - Epoch(train) [8][780/3757] lr: 9.963e-03 eta: 1 day, 23:25:30 time: 0.436 data_time: 0.191 memory: 5036 grad_norm: 3.5643 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1149 loss: 4.1149 2022/06/25 12:47:13 - mmengine - INFO - Epoch(train) [8][800/3757] lr: 9.963e-03 eta: 1 day, 23:25:20 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 3.7388 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.3558 loss: 4.3558 2022/06/25 12:47:18 - mmengine - INFO - Epoch(train) [8][820/3757] lr: 9.963e-03 eta: 1 day, 23:25:12 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.8521 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.6137 loss: 4.6137 2022/06/25 12:47:23 - mmengine - INFO - Epoch(train) [8][840/3757] lr: 9.963e-03 eta: 1 day, 23:25:02 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.6413 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3609 loss: 4.3609 2022/06/25 12:47:28 - mmengine - INFO - Epoch(train) [8][860/3757] lr: 9.963e-03 eta: 1 day, 23:24:52 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 3.6571 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.9511 loss: 3.9511 2022/06/25 12:47:33 - mmengine - INFO - Epoch(train) [8][880/3757] lr: 9.963e-03 eta: 1 day, 23:24:41 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 3.7118 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2746 loss: 4.2746 2022/06/25 12:47:38 - mmengine - INFO - Epoch(train) [8][900/3757] lr: 9.963e-03 eta: 1 day, 23:24:33 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 3.5697 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8978 loss: 3.8978 2022/06/25 12:47:43 - mmengine - INFO - Epoch(train) [8][920/3757] lr: 9.963e-03 eta: 1 day, 23:24:22 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.9287 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0491 loss: 4.0491 2022/06/25 12:47:48 - mmengine - INFO - Epoch(train) [8][940/3757] lr: 9.963e-03 eta: 1 day, 23:24:14 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.6879 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4514 loss: 4.4514 2022/06/25 12:47:53 - mmengine - INFO - Epoch(train) [8][960/3757] lr: 9.963e-03 eta: 1 day, 23:24:04 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 4.2263 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1602 loss: 4.1602 2022/06/25 12:47:59 - mmengine - INFO - Epoch(train) [8][980/3757] lr: 9.963e-03 eta: 1 day, 23:23:57 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.5182 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9337 loss: 3.9337 2022/06/25 12:48:04 - mmengine - INFO - Epoch(train) [8][1000/3757] lr: 9.963e-03 eta: 1 day, 23:23:46 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.7027 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3147 loss: 4.3147 2022/06/25 12:48:09 - mmengine - INFO - Epoch(train) [8][1020/3757] lr: 9.963e-03 eta: 1 day, 23:23:47 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.8977 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3963 loss: 4.3963 2022/06/25 12:48:14 - mmengine - INFO - Epoch(train) [8][1040/3757] lr: 9.963e-03 eta: 1 day, 23:23:38 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.7390 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8572 loss: 3.8572 2022/06/25 12:48:20 - mmengine - INFO - Epoch(train) [8][1060/3757] lr: 9.963e-03 eta: 1 day, 23:23:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 3.7849 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2063 loss: 4.2063 2022/06/25 12:48:25 - mmengine - INFO - Epoch(train) [8][1080/3757] lr: 9.963e-03 eta: 1 day, 23:23:26 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.0058 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2634 loss: 4.2634 2022/06/25 12:48:30 - mmengine - INFO - Epoch(train) [8][1100/3757] lr: 9.963e-03 eta: 1 day, 23:23:18 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 3.6580 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6455 loss: 3.6455 2022/06/25 12:48:35 - mmengine - INFO - Epoch(train) [8][1120/3757] lr: 9.963e-03 eta: 1 day, 23:23:13 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.8069 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1532 loss: 4.1532 2022/06/25 12:48:41 - mmengine - INFO - Epoch(train) [8][1140/3757] lr: 9.963e-03 eta: 1 day, 23:23:17 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 3.7371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 4.0546 loss: 4.0546 2022/06/25 12:48:46 - mmengine - INFO - Epoch(train) [8][1160/3757] lr: 9.963e-03 eta: 1 day, 23:23:07 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.6145 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1593 loss: 4.1593 2022/06/25 12:48:51 - mmengine - INFO - Epoch(train) [8][1180/3757] lr: 9.963e-03 eta: 1 day, 23:23:05 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 3.5601 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4824 loss: 4.4824 2022/06/25 12:48:56 - mmengine - INFO - Epoch(train) [8][1200/3757] lr: 9.963e-03 eta: 1 day, 23:22:55 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.7980 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3246 loss: 4.3246 2022/06/25 12:49:01 - mmengine - INFO - Epoch(train) [8][1220/3757] lr: 9.963e-03 eta: 1 day, 23:22:49 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 3.7098 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2918 loss: 4.2918 2022/06/25 12:49:07 - mmengine - INFO - Epoch(train) [8][1240/3757] lr: 9.963e-03 eta: 1 day, 23:22:43 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.5161 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.1626 loss: 4.1626 2022/06/25 12:49:12 - mmengine - INFO - Epoch(train) [8][1260/3757] lr: 9.963e-03 eta: 1 day, 23:22:46 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.5963 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1906 loss: 4.1906 2022/06/25 12:49:17 - mmengine - INFO - Epoch(train) [8][1280/3757] lr: 9.963e-03 eta: 1 day, 23:22:38 time: 0.310 data_time: 0.002 memory: 5036 grad_norm: 4.0525 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5104 loss: 4.5104 2022/06/25 12:49:23 - mmengine - INFO - Epoch(train) [8][1300/3757] lr: 9.963e-03 eta: 1 day, 23:22:32 time: 0.258 data_time: 0.022 memory: 5036 grad_norm: 3.6670 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9709 loss: 3.9709 2022/06/25 12:49:28 - mmengine - INFO - Epoch(train) [8][1320/3757] lr: 9.963e-03 eta: 1 day, 23:22:22 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.9126 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1318 loss: 4.1318 2022/06/25 12:49:33 - mmengine - INFO - Epoch(train) [8][1340/3757] lr: 9.963e-03 eta: 1 day, 23:22:14 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.9315 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4782 loss: 4.4782 2022/06/25 12:49:38 - mmengine - INFO - Epoch(train) [8][1360/3757] lr: 9.963e-03 eta: 1 day, 23:22:14 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0473 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.1189 loss: 4.1189 2022/06/25 12:49:44 - mmengine - INFO - Epoch(train) [8][1380/3757] lr: 9.963e-03 eta: 1 day, 23:22:06 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.7026 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0380 loss: 4.0380 2022/06/25 12:49:49 - mmengine - INFO - Epoch(train) [8][1400/3757] lr: 9.963e-03 eta: 1 day, 23:21:59 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.0203 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1794 loss: 4.1794 2022/06/25 12:49:54 - mmengine - INFO - Epoch(train) [8][1420/3757] lr: 9.963e-03 eta: 1 day, 23:21:53 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 4.0461 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1707 loss: 4.1707 2022/06/25 12:50:00 - mmengine - INFO - Epoch(train) [8][1440/3757] lr: 9.963e-03 eta: 1 day, 23:21:58 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.6811 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8171 loss: 3.8171 2022/06/25 12:50:05 - mmengine - INFO - Epoch(train) [8][1460/3757] lr: 9.963e-03 eta: 1 day, 23:21:51 time: 0.263 data_time: 0.014 memory: 5036 grad_norm: 3.7495 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0180 loss: 4.0180 2022/06/25 12:50:10 - mmengine - INFO - Epoch(train) [8][1480/3757] lr: 9.963e-03 eta: 1 day, 23:21:43 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 3.8773 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1383 loss: 4.1383 2022/06/25 12:50:15 - mmengine - INFO - Epoch(train) [8][1500/3757] lr: 9.963e-03 eta: 1 day, 23:21:38 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 4.0250 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.0865 loss: 4.0865 2022/06/25 12:50:21 - mmengine - INFO - Epoch(train) [8][1520/3757] lr: 9.963e-03 eta: 1 day, 23:21:39 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.7767 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3575 loss: 4.3575 2022/06/25 12:50:26 - mmengine - INFO - Epoch(train) [8][1540/3757] lr: 9.963e-03 eta: 1 day, 23:21:33 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 4.0283 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.6226 loss: 4.6226 2022/06/25 12:50:31 - mmengine - INFO - Epoch(train) [8][1560/3757] lr: 9.963e-03 eta: 1 day, 23:21:26 time: 0.259 data_time: 0.023 memory: 5036 grad_norm: 3.4110 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0013 loss: 4.0013 2022/06/25 12:50:36 - mmengine - INFO - Epoch(train) [8][1580/3757] lr: 9.963e-03 eta: 1 day, 23:21:20 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 3.8975 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9188 loss: 3.9188 2022/06/25 12:50:42 - mmengine - INFO - Epoch(train) [8][1600/3757] lr: 9.963e-03 eta: 1 day, 23:21:13 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.6177 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2182 loss: 4.2182 2022/06/25 12:50:47 - mmengine - INFO - Epoch(train) [8][1620/3757] lr: 9.963e-03 eta: 1 day, 23:21:07 time: 0.244 data_time: 0.011 memory: 5036 grad_norm: 3.7607 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.3255 loss: 4.3255 2022/06/25 12:50:52 - mmengine - INFO - Epoch(train) [8][1640/3757] lr: 9.963e-03 eta: 1 day, 23:21:00 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 4.3872 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.4172 loss: 4.4172 2022/06/25 12:50:57 - mmengine - INFO - Epoch(train) [8][1660/3757] lr: 9.963e-03 eta: 1 day, 23:20:56 time: 0.397 data_time: 0.002 memory: 5036 grad_norm: 3.3229 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2255 loss: 4.2255 2022/06/25 12:51:03 - mmengine - INFO - Epoch(train) [8][1680/3757] lr: 9.963e-03 eta: 1 day, 23:20:51 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.9053 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7881 loss: 3.7881 2022/06/25 12:51:08 - mmengine - INFO - Epoch(train) [8][1700/3757] lr: 9.963e-03 eta: 1 day, 23:20:50 time: 0.419 data_time: 0.177 memory: 5036 grad_norm: 4.0701 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1063 loss: 4.1063 2022/06/25 12:51:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:51:13 - mmengine - INFO - Epoch(train) [8][1720/3757] lr: 9.963e-03 eta: 1 day, 23:20:42 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 3.7256 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3068 loss: 4.3068 2022/06/25 12:51:19 - mmengine - INFO - Epoch(train) [8][1740/3757] lr: 9.963e-03 eta: 1 day, 23:20:44 time: 0.285 data_time: 0.002 memory: 5036 grad_norm: 4.0600 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2390 loss: 4.2390 2022/06/25 12:51:24 - mmengine - INFO - Epoch(train) [8][1760/3757] lr: 9.963e-03 eta: 1 day, 23:20:36 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.5424 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6287 loss: 3.6287 2022/06/25 12:51:29 - mmengine - INFO - Epoch(train) [8][1780/3757] lr: 9.963e-03 eta: 1 day, 23:20:30 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 3.9657 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1527 loss: 4.1527 2022/06/25 12:51:34 - mmengine - INFO - Epoch(train) [8][1800/3757] lr: 9.963e-03 eta: 1 day, 23:20:21 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 3.6125 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9545 loss: 3.9545 2022/06/25 12:51:40 - mmengine - INFO - Epoch(train) [8][1820/3757] lr: 9.963e-03 eta: 1 day, 23:20:22 time: 0.286 data_time: 0.006 memory: 5036 grad_norm: 3.8444 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1811 loss: 4.1811 2022/06/25 12:51:45 - mmengine - INFO - Epoch(train) [8][1840/3757] lr: 9.963e-03 eta: 1 day, 23:20:15 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 3.8994 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8072 loss: 3.8072 2022/06/25 12:51:50 - mmengine - INFO - Epoch(train) [8][1860/3757] lr: 9.963e-03 eta: 1 day, 23:20:07 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 3.9799 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3331 loss: 4.3331 2022/06/25 12:51:55 - mmengine - INFO - Epoch(train) [8][1880/3757] lr: 9.963e-03 eta: 1 day, 23:19:59 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.9328 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0673 loss: 4.0673 2022/06/25 12:52:01 - mmengine - INFO - Epoch(train) [8][1900/3757] lr: 9.963e-03 eta: 1 day, 23:20:02 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 3.7244 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.2620 loss: 4.2620 2022/06/25 12:52:06 - mmengine - INFO - Epoch(train) [8][1920/3757] lr: 9.963e-03 eta: 1 day, 23:19:52 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.0413 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8419 loss: 3.8419 2022/06/25 12:52:11 - mmengine - INFO - Epoch(train) [8][1940/3757] lr: 9.963e-03 eta: 1 day, 23:19:44 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.8458 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2392 loss: 4.2392 2022/06/25 12:52:16 - mmengine - INFO - Epoch(train) [8][1960/3757] lr: 9.963e-03 eta: 1 day, 23:19:34 time: 0.248 data_time: 0.013 memory: 5036 grad_norm: 3.9167 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9031 loss: 3.9031 2022/06/25 12:52:21 - mmengine - INFO - Epoch(train) [8][1980/3757] lr: 9.963e-03 eta: 1 day, 23:19:27 time: 0.250 data_time: 0.014 memory: 5036 grad_norm: 3.8834 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.2470 loss: 4.2470 2022/06/25 12:52:26 - mmengine - INFO - Epoch(train) [8][2000/3757] lr: 9.963e-03 eta: 1 day, 23:19:17 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.3390 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3233 loss: 4.3233 2022/06/25 12:52:31 - mmengine - INFO - Epoch(train) [8][2020/3757] lr: 9.963e-03 eta: 1 day, 23:19:09 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1890 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8340 loss: 3.8340 2022/06/25 12:52:37 - mmengine - INFO - Epoch(train) [8][2040/3757] lr: 9.963e-03 eta: 1 day, 23:18:59 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 3.6841 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2941 loss: 4.2941 2022/06/25 12:52:42 - mmengine - INFO - Epoch(train) [8][2060/3757] lr: 9.963e-03 eta: 1 day, 23:18:55 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.4752 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.5581 loss: 4.5581 2022/06/25 12:52:47 - mmengine - INFO - Epoch(train) [8][2080/3757] lr: 9.963e-03 eta: 1 day, 23:18:45 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.7343 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0011 loss: 4.0011 2022/06/25 12:52:52 - mmengine - INFO - Epoch(train) [8][2100/3757] lr: 9.963e-03 eta: 1 day, 23:18:37 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.8913 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9977 loss: 3.9977 2022/06/25 12:52:57 - mmengine - INFO - Epoch(train) [8][2120/3757] lr: 9.963e-03 eta: 1 day, 23:18:27 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 3.6663 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9136 loss: 3.9136 2022/06/25 12:53:03 - mmengine - INFO - Epoch(train) [8][2140/3757] lr: 9.963e-03 eta: 1 day, 23:18:33 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 3.8269 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3720 loss: 4.3720 2022/06/25 12:53:08 - mmengine - INFO - Epoch(train) [8][2160/3757] lr: 9.963e-03 eta: 1 day, 23:18:24 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.7071 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9500 loss: 3.9500 2022/06/25 12:53:13 - mmengine - INFO - Epoch(train) [8][2180/3757] lr: 9.963e-03 eta: 1 day, 23:18:18 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.7421 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2081 loss: 4.2081 2022/06/25 12:53:18 - mmengine - INFO - Epoch(train) [8][2200/3757] lr: 9.963e-03 eta: 1 day, 23:18:10 time: 0.264 data_time: 0.029 memory: 5036 grad_norm: 3.5558 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2238 loss: 4.2238 2022/06/25 12:53:23 - mmengine - INFO - Epoch(train) [8][2220/3757] lr: 9.963e-03 eta: 1 day, 23:18:02 time: 0.261 data_time: 0.014 memory: 5036 grad_norm: 3.7336 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2039 loss: 4.2039 2022/06/25 12:53:29 - mmengine - INFO - Epoch(train) [8][2240/3757] lr: 9.963e-03 eta: 1 day, 23:17:54 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.7399 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.3323 loss: 4.3323 2022/06/25 12:53:34 - mmengine - INFO - Epoch(train) [8][2260/3757] lr: 9.963e-03 eta: 1 day, 23:17:49 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.5872 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1293 loss: 4.1293 2022/06/25 12:53:39 - mmengine - INFO - Epoch(train) [8][2280/3757] lr: 9.963e-03 eta: 1 day, 23:17:41 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.5841 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.3578 loss: 4.3578 2022/06/25 12:53:44 - mmengine - INFO - Epoch(train) [8][2300/3757] lr: 9.963e-03 eta: 1 day, 23:17:35 time: 0.271 data_time: 0.030 memory: 5036 grad_norm: 3.5934 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0050 loss: 4.0050 2022/06/25 12:53:49 - mmengine - INFO - Epoch(train) [8][2320/3757] lr: 9.963e-03 eta: 1 day, 23:17:27 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.9254 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1402 loss: 4.1402 2022/06/25 12:53:54 - mmengine - INFO - Epoch(train) [8][2340/3757] lr: 9.963e-03 eta: 1 day, 23:17:19 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.9339 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1092 loss: 4.1092 2022/06/25 12:54:00 - mmengine - INFO - Epoch(train) [8][2360/3757] lr: 9.963e-03 eta: 1 day, 23:17:14 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 3.8831 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0807 loss: 4.0807 2022/06/25 12:54:05 - mmengine - INFO - Epoch(train) [8][2380/3757] lr: 9.963e-03 eta: 1 day, 23:17:07 time: 0.263 data_time: 0.021 memory: 5036 grad_norm: 3.9138 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0390 loss: 4.0390 2022/06/25 12:54:10 - mmengine - INFO - Epoch(train) [8][2400/3757] lr: 9.963e-03 eta: 1 day, 23:17:04 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.0345 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8691 loss: 3.8691 2022/06/25 12:54:16 - mmengine - INFO - Epoch(train) [8][2420/3757] lr: 9.963e-03 eta: 1 day, 23:17:01 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 3.8032 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0951 loss: 4.0951 2022/06/25 12:54:21 - mmengine - INFO - Epoch(train) [8][2440/3757] lr: 9.963e-03 eta: 1 day, 23:17:04 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 3.8441 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1592 loss: 4.1592 2022/06/25 12:54:26 - mmengine - INFO - Epoch(train) [8][2460/3757] lr: 9.963e-03 eta: 1 day, 23:16:56 time: 0.257 data_time: 0.020 memory: 5036 grad_norm: 4.1935 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7828 loss: 3.7828 2022/06/25 12:54:32 - mmengine - INFO - Epoch(train) [8][2480/3757] lr: 9.963e-03 eta: 1 day, 23:16:52 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.7569 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7453 loss: 3.7453 2022/06/25 12:54:37 - mmengine - INFO - Epoch(train) [8][2500/3757] lr: 9.963e-03 eta: 1 day, 23:16:48 time: 0.245 data_time: 0.010 memory: 5036 grad_norm: 3.6734 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2402 loss: 4.2402 2022/06/25 12:54:42 - mmengine - INFO - Epoch(train) [8][2520/3757] lr: 9.963e-03 eta: 1 day, 23:16:46 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7326 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0947 loss: 4.0947 2022/06/25 12:54:48 - mmengine - INFO - Epoch(train) [8][2540/3757] lr: 9.963e-03 eta: 1 day, 23:16:39 time: 0.264 data_time: 0.023 memory: 5036 grad_norm: 3.7429 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.3523 loss: 4.3523 2022/06/25 12:54:53 - mmengine - INFO - Epoch(train) [8][2560/3757] lr: 9.963e-03 eta: 1 day, 23:16:46 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.9354 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0160 loss: 4.0160 2022/06/25 12:54:59 - mmengine - INFO - Epoch(train) [8][2580/3757] lr: 9.963e-03 eta: 1 day, 23:16:40 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 3.6783 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0128 loss: 4.0128 2022/06/25 12:55:04 - mmengine - INFO - Epoch(train) [8][2600/3757] lr: 9.963e-03 eta: 1 day, 23:16:30 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8297 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8918 loss: 3.8918 2022/06/25 12:55:09 - mmengine - INFO - Epoch(train) [8][2620/3757] lr: 9.963e-03 eta: 1 day, 23:16:25 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 3.8391 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9703 loss: 3.9703 2022/06/25 12:55:14 - mmengine - INFO - Epoch(train) [8][2640/3757] lr: 9.963e-03 eta: 1 day, 23:16:17 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 3.9791 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1007 loss: 4.1007 2022/06/25 12:55:19 - mmengine - INFO - Epoch(train) [8][2660/3757] lr: 9.963e-03 eta: 1 day, 23:16:10 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.7106 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8718 loss: 3.8718 2022/06/25 12:55:24 - mmengine - INFO - Epoch(train) [8][2680/3757] lr: 9.963e-03 eta: 1 day, 23:16:02 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 3.6507 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8720 loss: 3.8720 2022/06/25 12:55:30 - mmengine - INFO - Epoch(train) [8][2700/3757] lr: 9.963e-03 eta: 1 day, 23:16:01 time: 0.271 data_time: 0.008 memory: 5036 grad_norm: 3.7648 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2852 loss: 4.2852 2022/06/25 12:55:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:55:35 - mmengine - INFO - Epoch(train) [8][2720/3757] lr: 9.963e-03 eta: 1 day, 23:15:53 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.7757 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0098 loss: 4.0098 2022/06/25 12:55:40 - mmengine - INFO - Epoch(train) [8][2740/3757] lr: 9.963e-03 eta: 1 day, 23:15:51 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.5421 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1106 loss: 4.1106 2022/06/25 12:55:46 - mmengine - INFO - Epoch(train) [8][2760/3757] lr: 9.963e-03 eta: 1 day, 23:15:43 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.7529 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2394 loss: 4.2394 2022/06/25 12:55:51 - mmengine - INFO - Epoch(train) [8][2780/3757] lr: 9.963e-03 eta: 1 day, 23:15:35 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.0274 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1431 loss: 4.1431 2022/06/25 12:55:56 - mmengine - INFO - Epoch(train) [8][2800/3757] lr: 9.963e-03 eta: 1 day, 23:15:27 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.8928 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5866 loss: 3.5866 2022/06/25 12:56:01 - mmengine - INFO - Epoch(train) [8][2820/3757] lr: 9.963e-03 eta: 1 day, 23:15:20 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9673 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.2349 loss: 4.2349 2022/06/25 12:56:06 - mmengine - INFO - Epoch(train) [8][2840/3757] lr: 9.963e-03 eta: 1 day, 23:15:11 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 3.8393 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2001 loss: 4.2001 2022/06/25 12:56:11 - mmengine - INFO - Epoch(train) [8][2860/3757] lr: 9.963e-03 eta: 1 day, 23:15:04 time: 0.277 data_time: 0.008 memory: 5036 grad_norm: 3.7410 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9307 loss: 3.9307 2022/06/25 12:56:16 - mmengine - INFO - Epoch(train) [8][2880/3757] lr: 9.963e-03 eta: 1 day, 23:14:57 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.4499 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.5273 loss: 4.5273 2022/06/25 12:56:22 - mmengine - INFO - Epoch(train) [8][2900/3757] lr: 9.963e-03 eta: 1 day, 23:14:51 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.0325 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2138 loss: 4.2138 2022/06/25 12:56:27 - mmengine - INFO - Epoch(train) [8][2920/3757] lr: 9.963e-03 eta: 1 day, 23:14:42 time: 0.261 data_time: 0.019 memory: 5036 grad_norm: 3.8038 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.5041 loss: 4.5041 2022/06/25 12:56:32 - mmengine - INFO - Epoch(train) [8][2940/3757] lr: 9.963e-03 eta: 1 day, 23:14:34 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.8452 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2477 loss: 4.2477 2022/06/25 12:56:37 - mmengine - INFO - Epoch(train) [8][2960/3757] lr: 9.963e-03 eta: 1 day, 23:14:26 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.9420 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9767 loss: 3.9767 2022/06/25 12:56:42 - mmengine - INFO - Epoch(train) [8][2980/3757] lr: 9.963e-03 eta: 1 day, 23:14:20 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.0244 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9754 loss: 3.9754 2022/06/25 12:56:48 - mmengine - INFO - Epoch(train) [8][3000/3757] lr: 9.963e-03 eta: 1 day, 23:14:19 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 3.7913 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0392 loss: 4.0392 2022/06/25 12:56:53 - mmengine - INFO - Epoch(train) [8][3020/3757] lr: 9.963e-03 eta: 1 day, 23:14:17 time: 0.401 data_time: 0.002 memory: 5036 grad_norm: 3.6499 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1852 loss: 4.1852 2022/06/25 12:56:59 - mmengine - INFO - Epoch(train) [8][3040/3757] lr: 9.963e-03 eta: 1 day, 23:14:14 time: 0.271 data_time: 0.021 memory: 5036 grad_norm: 3.8838 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0953 loss: 4.0953 2022/06/25 12:57:04 - mmengine - INFO - Epoch(train) [8][3060/3757] lr: 9.963e-03 eta: 1 day, 23:14:07 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.8571 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1838 loss: 4.1838 2022/06/25 12:57:09 - mmengine - INFO - Epoch(train) [8][3080/3757] lr: 9.963e-03 eta: 1 day, 23:14:00 time: 0.290 data_time: 0.013 memory: 5036 grad_norm: 3.9239 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9329 loss: 3.9329 2022/06/25 12:57:14 - mmengine - INFO - Epoch(train) [8][3100/3757] lr: 9.963e-03 eta: 1 day, 23:14:01 time: 0.577 data_time: 0.002 memory: 5036 grad_norm: 3.8810 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1487 loss: 4.1487 2022/06/25 12:57:20 - mmengine - INFO - Epoch(train) [8][3120/3757] lr: 9.963e-03 eta: 1 day, 23:13:59 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 3.6121 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.4409 loss: 4.4409 2022/06/25 12:57:25 - mmengine - INFO - Epoch(train) [8][3140/3757] lr: 9.963e-03 eta: 1 day, 23:13:52 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.7499 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1285 loss: 4.1285 2022/06/25 12:57:30 - mmengine - INFO - Epoch(train) [8][3160/3757] lr: 9.963e-03 eta: 1 day, 23:13:47 time: 0.271 data_time: 0.013 memory: 5036 grad_norm: 3.6653 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3890 loss: 4.3890 2022/06/25 12:57:36 - mmengine - INFO - Epoch(train) [8][3180/3757] lr: 9.963e-03 eta: 1 day, 23:13:40 time: 0.273 data_time: 0.009 memory: 5036 grad_norm: 3.7025 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0513 loss: 4.0513 2022/06/25 12:57:41 - mmengine - INFO - Epoch(train) [8][3200/3757] lr: 9.963e-03 eta: 1 day, 23:13:41 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.7903 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3901 loss: 4.3901 2022/06/25 12:57:46 - mmengine - INFO - Epoch(train) [8][3220/3757] lr: 9.963e-03 eta: 1 day, 23:13:35 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.9294 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9355 loss: 3.9355 2022/06/25 12:57:51 - mmengine - INFO - Epoch(train) [8][3240/3757] lr: 9.963e-03 eta: 1 day, 23:13:27 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.8058 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1622 loss: 4.1622 2022/06/25 12:57:57 - mmengine - INFO - Epoch(train) [8][3260/3757] lr: 9.963e-03 eta: 1 day, 23:13:19 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.0321 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.4142 loss: 4.4142 2022/06/25 12:58:02 - mmengine - INFO - Epoch(train) [8][3280/3757] lr: 9.963e-03 eta: 1 day, 23:13:10 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.9583 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6487 loss: 3.6487 2022/06/25 12:58:07 - mmengine - INFO - Epoch(train) [8][3300/3757] lr: 9.963e-03 eta: 1 day, 23:13:01 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8014 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3398 loss: 4.3398 2022/06/25 12:58:12 - mmengine - INFO - Epoch(train) [8][3320/3757] lr: 9.963e-03 eta: 1 day, 23:12:56 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.9175 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2058 loss: 4.2058 2022/06/25 12:58:17 - mmengine - INFO - Epoch(train) [8][3340/3757] lr: 9.963e-03 eta: 1 day, 23:12:56 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 3.9378 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.2493 loss: 4.2493 2022/06/25 12:58:23 - mmengine - INFO - Epoch(train) [8][3360/3757] lr: 9.963e-03 eta: 1 day, 23:12:48 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.6198 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2137 loss: 4.2137 2022/06/25 12:58:28 - mmengine - INFO - Epoch(train) [8][3380/3757] lr: 9.963e-03 eta: 1 day, 23:12:47 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.3280 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1401 loss: 4.1401 2022/06/25 12:58:33 - mmengine - INFO - Epoch(train) [8][3400/3757] lr: 9.963e-03 eta: 1 day, 23:12:42 time: 0.271 data_time: 0.014 memory: 5036 grad_norm: 3.7998 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2171 loss: 4.2171 2022/06/25 12:58:39 - mmengine - INFO - Epoch(train) [8][3420/3757] lr: 9.963e-03 eta: 1 day, 23:12:36 time: 0.288 data_time: 0.002 memory: 5036 grad_norm: 3.7712 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1061 loss: 4.1061 2022/06/25 12:58:44 - mmengine - INFO - Epoch(train) [8][3440/3757] lr: 9.963e-03 eta: 1 day, 23:12:29 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.5005 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1406 loss: 4.1406 2022/06/25 12:58:49 - mmengine - INFO - Epoch(train) [8][3460/3757] lr: 9.963e-03 eta: 1 day, 23:12:24 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 3.7104 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1716 loss: 4.1716 2022/06/25 12:58:54 - mmengine - INFO - Epoch(train) [8][3480/3757] lr: 9.963e-03 eta: 1 day, 23:12:15 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 3.6639 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8475 loss: 3.8475 2022/06/25 12:59:00 - mmengine - INFO - Epoch(train) [8][3500/3757] lr: 9.963e-03 eta: 1 day, 23:12:22 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 3.8002 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2719 loss: 4.2719 2022/06/25 12:59:05 - mmengine - INFO - Epoch(train) [8][3520/3757] lr: 9.963e-03 eta: 1 day, 23:12:15 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.8916 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2787 loss: 4.2787 2022/06/25 12:59:10 - mmengine - INFO - Epoch(train) [8][3540/3757] lr: 9.963e-03 eta: 1 day, 23:12:06 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 3.8101 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9911 loss: 3.9911 2022/06/25 12:59:15 - mmengine - INFO - Epoch(train) [8][3560/3757] lr: 9.963e-03 eta: 1 day, 23:11:57 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 3.4657 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0169 loss: 4.0169 2022/06/25 12:59:21 - mmengine - INFO - Epoch(train) [8][3580/3757] lr: 9.963e-03 eta: 1 day, 23:11:54 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 3.6324 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4718 loss: 4.4718 2022/06/25 12:59:26 - mmengine - INFO - Epoch(train) [8][3600/3757] lr: 9.963e-03 eta: 1 day, 23:11:46 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.7578 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8509 loss: 3.8509 2022/06/25 12:59:31 - mmengine - INFO - Epoch(train) [8][3620/3757] lr: 9.963e-03 eta: 1 day, 23:11:38 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 3.9502 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0090 loss: 4.0090 2022/06/25 12:59:36 - mmengine - INFO - Epoch(train) [8][3640/3757] lr: 9.963e-03 eta: 1 day, 23:11:30 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0606 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2240 loss: 4.2240 2022/06/25 12:59:41 - mmengine - INFO - Epoch(train) [8][3660/3757] lr: 9.963e-03 eta: 1 day, 23:11:28 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.5292 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.1982 loss: 4.1982 2022/06/25 12:59:47 - mmengine - INFO - Epoch(train) [8][3680/3757] lr: 9.963e-03 eta: 1 day, 23:11:20 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 3.6444 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5009 loss: 4.5009 2022/06/25 12:59:52 - mmengine - INFO - Epoch(train) [8][3700/3757] lr: 9.963e-03 eta: 1 day, 23:11:12 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 3.8541 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1560 loss: 4.1560 2022/06/25 12:59:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 12:59:57 - mmengine - INFO - Epoch(train) [8][3720/3757] lr: 9.963e-03 eta: 1 day, 23:11:04 time: 0.249 data_time: 0.013 memory: 5036 grad_norm: 3.7848 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7188 loss: 3.7188 2022/06/25 13:00:02 - mmengine - INFO - Epoch(train) [8][3740/3757] lr: 9.963e-03 eta: 1 day, 23:11:00 time: 0.239 data_time: 0.007 memory: 5036 grad_norm: 3.8335 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1047 loss: 4.1047 2022/06/25 13:00:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:00:06 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/06/25 13:00:19 - mmengine - INFO - Epoch(val) [8][20/310] eta: 0:01:50 time: 0.103 data_time: 0.001 memory: 5036 2022/06/25 13:00:24 - mmengine - INFO - Epoch(val) [8][40/310] eta: 0:01:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 13:00:30 - mmengine - INFO - Epoch(val) [8][60/310] eta: 0:00:55 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 13:00:35 - mmengine - INFO - Epoch(val) [8][80/310] eta: 0:00:33 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 13:00:40 - mmengine - INFO - Epoch(val) [8][100/310] eta: 0:00:45 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:00:46 - mmengine - INFO - Epoch(val) [8][120/310] eta: 0:01:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:00:51 - mmengine - INFO - Epoch(val) [8][140/310] eta: 0:00:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:00:55 - mmengine - INFO - Epoch(val) [8][160/310] eta: 0:00:19 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:01:01 - mmengine - INFO - Epoch(val) [8][180/310] eta: 0:00:15 time: 0.236 data_time: 0.135 memory: 1723 2022/06/25 13:01:08 - mmengine - INFO - Epoch(val) [8][200/310] eta: 0:00:41 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:01:12 - mmengine - INFO - Epoch(val) [8][220/310] eta: 0:00:29 time: 0.106 data_time: 0.002 memory: 1723 2022/06/25 13:01:17 - mmengine - INFO - Epoch(val) [8][240/310] eta: 0:00:14 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 13:01:22 - mmengine - INFO - Epoch(val) [8][260/310] eta: 0:00:05 time: 0.129 data_time: 0.022 memory: 1723 2022/06/25 13:01:27 - mmengine - INFO - Epoch(val) [8][280/310] eta: 0:00:06 time: 0.110 data_time: 0.001 memory: 1723 2022/06/25 13:01:29 - mmengine - INFO - Epoch(val) [8][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 13:01:31 - mmengine - INFO - Epoch(val) [8][310/310] acc/top1: 0.1871 acc/top5: 0.4175 acc/mean1: 0.1869 2022/06/25 13:01:41 - mmengine - INFO - Epoch(train) [9][20/3757] lr: 9.951e-03 eta: 1 day, 23:11:51 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.5706 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8603 loss: 3.8603 2022/06/25 13:01:46 - mmengine - INFO - Epoch(train) [9][40/3757] lr: 9.951e-03 eta: 1 day, 23:11:43 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.0542 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.3463 loss: 4.3463 2022/06/25 13:01:52 - mmengine - INFO - Epoch(train) [9][60/3757] lr: 9.951e-03 eta: 1 day, 23:11:36 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.1251 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3254 loss: 4.3254 2022/06/25 13:01:57 - mmengine - INFO - Epoch(train) [9][80/3757] lr: 9.951e-03 eta: 1 day, 23:11:27 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.4584 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6918 loss: 3.6918 2022/06/25 13:02:02 - mmengine - INFO - Epoch(train) [9][100/3757] lr: 9.951e-03 eta: 1 day, 23:11:26 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.6924 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 4.2267 loss: 4.2267 2022/06/25 13:02:08 - mmengine - INFO - Epoch(train) [9][120/3757] lr: 9.951e-03 eta: 1 day, 23:11:26 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.7579 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9258 loss: 3.9258 2022/06/25 13:02:13 - mmengine - INFO - Epoch(train) [9][140/3757] lr: 9.951e-03 eta: 1 day, 23:11:20 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.3563 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1102 loss: 4.1102 2022/06/25 13:02:18 - mmengine - INFO - Epoch(train) [9][160/3757] lr: 9.951e-03 eta: 1 day, 23:11:13 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.8996 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9358 loss: 3.9358 2022/06/25 13:02:23 - mmengine - INFO - Epoch(train) [9][180/3757] lr: 9.951e-03 eta: 1 day, 23:11:06 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 3.5059 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0040 loss: 4.0040 2022/06/25 13:02:28 - mmengine - INFO - Epoch(train) [9][200/3757] lr: 9.951e-03 eta: 1 day, 23:10:59 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.1013 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2021 loss: 4.2021 2022/06/25 13:02:34 - mmengine - INFO - Epoch(train) [9][220/3757] lr: 9.951e-03 eta: 1 day, 23:10:51 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.5816 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0127 loss: 4.0127 2022/06/25 13:02:39 - mmengine - INFO - Epoch(train) [9][240/3757] lr: 9.951e-03 eta: 1 day, 23:10:53 time: 0.291 data_time: 0.006 memory: 5036 grad_norm: 3.9247 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0941 loss: 4.0941 2022/06/25 13:02:45 - mmengine - INFO - Epoch(train) [9][260/3757] lr: 9.951e-03 eta: 1 day, 23:10:55 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.8107 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8490 loss: 3.8490 2022/06/25 13:02:50 - mmengine - INFO - Epoch(train) [9][280/3757] lr: 9.951e-03 eta: 1 day, 23:10:48 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.4814 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7768 loss: 3.7768 2022/06/25 13:02:55 - mmengine - INFO - Epoch(train) [9][300/3757] lr: 9.951e-03 eta: 1 day, 23:10:43 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 3.8218 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9129 loss: 3.9129 2022/06/25 13:03:00 - mmengine - INFO - Epoch(train) [9][320/3757] lr: 9.951e-03 eta: 1 day, 23:10:37 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 3.9024 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0651 loss: 4.0651 2022/06/25 13:03:06 - mmengine - INFO - Epoch(train) [9][340/3757] lr: 9.951e-03 eta: 1 day, 23:10:30 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.7694 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8876 loss: 3.8876 2022/06/25 13:03:11 - mmengine - INFO - Epoch(train) [9][360/3757] lr: 9.951e-03 eta: 1 day, 23:10:25 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.7315 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0577 loss: 4.0577 2022/06/25 13:03:16 - mmengine - INFO - Epoch(train) [9][380/3757] lr: 9.951e-03 eta: 1 day, 23:10:17 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.0288 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1607 loss: 4.1607 2022/06/25 13:03:21 - mmengine - INFO - Epoch(train) [9][400/3757] lr: 9.951e-03 eta: 1 day, 23:10:11 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 4.1084 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3353 loss: 4.3353 2022/06/25 13:03:27 - mmengine - INFO - Epoch(train) [9][420/3757] lr: 9.951e-03 eta: 1 day, 23:10:08 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 4.3986 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2447 loss: 4.2447 2022/06/25 13:03:32 - mmengine - INFO - Epoch(train) [9][440/3757] lr: 9.951e-03 eta: 1 day, 23:10:04 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.8893 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6643 loss: 3.6643 2022/06/25 13:03:37 - mmengine - INFO - Epoch(train) [9][460/3757] lr: 9.951e-03 eta: 1 day, 23:09:55 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.9573 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1424 loss: 4.1424 2022/06/25 13:03:43 - mmengine - INFO - Epoch(train) [9][480/3757] lr: 9.951e-03 eta: 1 day, 23:09:56 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.8796 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2607 loss: 4.2607 2022/06/25 13:03:48 - mmengine - INFO - Epoch(train) [9][500/3757] lr: 9.951e-03 eta: 1 day, 23:09:50 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.0394 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2129 loss: 4.2129 2022/06/25 13:03:53 - mmengine - INFO - Epoch(train) [9][520/3757] lr: 9.951e-03 eta: 1 day, 23:09:51 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.8896 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9503 loss: 3.9503 2022/06/25 13:03:59 - mmengine - INFO - Epoch(train) [9][540/3757] lr: 9.951e-03 eta: 1 day, 23:09:42 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 3.8076 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0660 loss: 4.0660 2022/06/25 13:04:04 - mmengine - INFO - Epoch(train) [9][560/3757] lr: 9.951e-03 eta: 1 day, 23:09:37 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 4.3160 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1567 loss: 4.1567 2022/06/25 13:04:09 - mmengine - INFO - Epoch(train) [9][580/3757] lr: 9.951e-03 eta: 1 day, 23:09:30 time: 0.298 data_time: 0.006 memory: 5036 grad_norm: 4.0782 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8989 loss: 3.8989 2022/06/25 13:04:14 - mmengine - INFO - Epoch(train) [9][600/3757] lr: 9.951e-03 eta: 1 day, 23:09:22 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.6926 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5195 loss: 4.5195 2022/06/25 13:04:19 - mmengine - INFO - Epoch(train) [9][620/3757] lr: 9.951e-03 eta: 1 day, 23:09:12 time: 0.266 data_time: 0.021 memory: 5036 grad_norm: 3.8610 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9836 loss: 3.9836 2022/06/25 13:04:24 - mmengine - INFO - Epoch(train) [9][640/3757] lr: 9.951e-03 eta: 1 day, 23:09:05 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.9673 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1224 loss: 4.1224 2022/06/25 13:04:30 - mmengine - INFO - Epoch(train) [9][660/3757] lr: 9.951e-03 eta: 1 day, 23:09:07 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 3.8265 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2797 loss: 4.2797 2022/06/25 13:04:35 - mmengine - INFO - Epoch(train) [9][680/3757] lr: 9.951e-03 eta: 1 day, 23:09:00 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.5921 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8053 loss: 3.8053 2022/06/25 13:04:40 - mmengine - INFO - Epoch(train) [9][700/3757] lr: 9.951e-03 eta: 1 day, 23:08:51 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.7449 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8810 loss: 3.8810 2022/06/25 13:04:45 - mmengine - INFO - Epoch(train) [9][720/3757] lr: 9.951e-03 eta: 1 day, 23:08:46 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.4646 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1737 loss: 4.1737 2022/06/25 13:04:51 - mmengine - INFO - Epoch(train) [9][740/3757] lr: 9.951e-03 eta: 1 day, 23:08:38 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9270 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.4994 loss: 4.4994 2022/06/25 13:04:56 - mmengine - INFO - Epoch(train) [9][760/3757] lr: 9.951e-03 eta: 1 day, 23:08:30 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.8094 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9682 loss: 3.9682 2022/06/25 13:05:01 - mmengine - INFO - Epoch(train) [9][780/3757] lr: 9.951e-03 eta: 1 day, 23:08:22 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.1956 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9855 loss: 3.9855 2022/06/25 13:05:06 - mmengine - INFO - Epoch(train) [9][800/3757] lr: 9.951e-03 eta: 1 day, 23:08:14 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.1977 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3873 loss: 4.3873 2022/06/25 13:05:12 - mmengine - INFO - Epoch(train) [9][820/3757] lr: 9.951e-03 eta: 1 day, 23:08:16 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.6141 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2787 loss: 4.2787 2022/06/25 13:05:17 - mmengine - INFO - Epoch(train) [9][840/3757] lr: 9.951e-03 eta: 1 day, 23:08:08 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.9405 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9805 loss: 3.9805 2022/06/25 13:05:22 - mmengine - INFO - Epoch(train) [9][860/3757] lr: 9.951e-03 eta: 1 day, 23:08:02 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.9255 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2273 loss: 4.2273 2022/06/25 13:05:27 - mmengine - INFO - Epoch(train) [9][880/3757] lr: 9.951e-03 eta: 1 day, 23:07:54 time: 0.252 data_time: 0.017 memory: 5036 grad_norm: 3.8111 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8279 loss: 3.8279 2022/06/25 13:05:32 - mmengine - INFO - Epoch(train) [9][900/3757] lr: 9.951e-03 eta: 1 day, 23:07:48 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.8399 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8245 loss: 3.8245 2022/06/25 13:05:37 - mmengine - INFO - Epoch(train) [9][920/3757] lr: 9.951e-03 eta: 1 day, 23:07:41 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.0247 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1249 loss: 4.1249 2022/06/25 13:05:43 - mmengine - INFO - Epoch(train) [9][940/3757] lr: 9.951e-03 eta: 1 day, 23:07:34 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.9607 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3957 loss: 4.3957 2022/06/25 13:05:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:05:48 - mmengine - INFO - Epoch(train) [9][960/3757] lr: 9.951e-03 eta: 1 day, 23:07:26 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 4.0084 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2192 loss: 4.2192 2022/06/25 13:05:53 - mmengine - INFO - Epoch(train) [9][980/3757] lr: 9.951e-03 eta: 1 day, 23:07:19 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.6153 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9747 loss: 3.9747 2022/06/25 13:05:58 - mmengine - INFO - Epoch(train) [9][1000/3757] lr: 9.951e-03 eta: 1 day, 23:07:14 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.7236 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8979 loss: 3.8979 2022/06/25 13:06:03 - mmengine - INFO - Epoch(train) [9][1020/3757] lr: 9.951e-03 eta: 1 day, 23:07:07 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 3.7658 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0798 loss: 4.0798 2022/06/25 13:06:09 - mmengine - INFO - Epoch(train) [9][1040/3757] lr: 9.951e-03 eta: 1 day, 23:07:01 time: 0.248 data_time: 0.012 memory: 5036 grad_norm: 3.6177 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0314 loss: 4.0314 2022/06/25 13:06:14 - mmengine - INFO - Epoch(train) [9][1060/3757] lr: 9.951e-03 eta: 1 day, 23:07:04 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.9077 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9670 loss: 3.9670 2022/06/25 13:06:20 - mmengine - INFO - Epoch(train) [9][1080/3757] lr: 9.951e-03 eta: 1 day, 23:07:03 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.0018 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1226 loss: 4.1226 2022/06/25 13:06:25 - mmengine - INFO - Epoch(train) [9][1100/3757] lr: 9.951e-03 eta: 1 day, 23:06:54 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.9503 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.9032 loss: 3.9032 2022/06/25 13:06:30 - mmengine - INFO - Epoch(train) [9][1120/3757] lr: 9.951e-03 eta: 1 day, 23:06:54 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.7762 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2416 loss: 4.2416 2022/06/25 13:06:36 - mmengine - INFO - Epoch(train) [9][1140/3757] lr: 9.951e-03 eta: 1 day, 23:06:49 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.9524 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4473 loss: 4.4473 2022/06/25 13:06:41 - mmengine - INFO - Epoch(train) [9][1160/3757] lr: 9.951e-03 eta: 1 day, 23:06:48 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.0379 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.3322 loss: 4.3322 2022/06/25 13:06:46 - mmengine - INFO - Epoch(train) [9][1180/3757] lr: 9.951e-03 eta: 1 day, 23:06:39 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 3.8405 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8698 loss: 3.8698 2022/06/25 13:06:51 - mmengine - INFO - Epoch(train) [9][1200/3757] lr: 9.951e-03 eta: 1 day, 23:06:32 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.8068 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2814 loss: 4.2814 2022/06/25 13:06:56 - mmengine - INFO - Epoch(train) [9][1220/3757] lr: 9.951e-03 eta: 1 day, 23:06:24 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.5954 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4270 loss: 4.4270 2022/06/25 13:07:02 - mmengine - INFO - Epoch(train) [9][1240/3757] lr: 9.951e-03 eta: 1 day, 23:06:19 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0144 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2725 loss: 4.2725 2022/06/25 13:07:07 - mmengine - INFO - Epoch(train) [9][1260/3757] lr: 9.951e-03 eta: 1 day, 23:06:10 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.9213 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 4.1426 loss: 4.1426 2022/06/25 13:07:12 - mmengine - INFO - Epoch(train) [9][1280/3757] lr: 9.951e-03 eta: 1 day, 23:06:02 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.2252 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6425 loss: 3.6425 2022/06/25 13:07:17 - mmengine - INFO - Epoch(train) [9][1300/3757] lr: 9.951e-03 eta: 1 day, 23:06:02 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.0030 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2917 loss: 4.2917 2022/06/25 13:07:23 - mmengine - INFO - Epoch(train) [9][1320/3757] lr: 9.951e-03 eta: 1 day, 23:06:02 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.6194 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6968 loss: 3.6968 2022/06/25 13:07:28 - mmengine - INFO - Epoch(train) [9][1340/3757] lr: 9.951e-03 eta: 1 day, 23:05:53 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 4.1564 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8006 loss: 3.8006 2022/06/25 13:07:33 - mmengine - INFO - Epoch(train) [9][1360/3757] lr: 9.951e-03 eta: 1 day, 23:05:46 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 3.8962 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0986 loss: 4.0986 2022/06/25 13:07:38 - mmengine - INFO - Epoch(train) [9][1380/3757] lr: 9.951e-03 eta: 1 day, 23:05:39 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.2723 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1573 loss: 4.1573 2022/06/25 13:07:44 - mmengine - INFO - Epoch(train) [9][1400/3757] lr: 9.951e-03 eta: 1 day, 23:05:30 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 4.1253 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3339 loss: 4.3339 2022/06/25 13:07:49 - mmengine - INFO - Epoch(train) [9][1420/3757] lr: 9.951e-03 eta: 1 day, 23:05:21 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 3.8736 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1143 loss: 4.1143 2022/06/25 13:07:54 - mmengine - INFO - Epoch(train) [9][1440/3757] lr: 9.951e-03 eta: 1 day, 23:05:15 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.8702 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0297 loss: 4.0297 2022/06/25 13:07:59 - mmengine - INFO - Epoch(train) [9][1460/3757] lr: 9.951e-03 eta: 1 day, 23:05:07 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 3.6852 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0567 loss: 4.0567 2022/06/25 13:08:04 - mmengine - INFO - Epoch(train) [9][1480/3757] lr: 9.951e-03 eta: 1 day, 23:04:59 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.9547 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2351 loss: 4.2351 2022/06/25 13:08:09 - mmengine - INFO - Epoch(train) [9][1500/3757] lr: 9.951e-03 eta: 1 day, 23:04:50 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.8805 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2512 loss: 4.2512 2022/06/25 13:08:15 - mmengine - INFO - Epoch(train) [9][1520/3757] lr: 9.951e-03 eta: 1 day, 23:04:50 time: 0.254 data_time: 0.017 memory: 5036 grad_norm: 3.6484 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.1051 loss: 4.1051 2022/06/25 13:08:20 - mmengine - INFO - Epoch(train) [9][1540/3757] lr: 9.951e-03 eta: 1 day, 23:04:42 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 3.6590 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9040 loss: 3.9040 2022/06/25 13:08:25 - mmengine - INFO - Epoch(train) [9][1560/3757] lr: 9.951e-03 eta: 1 day, 23:04:38 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.4482 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.1997 loss: 4.1997 2022/06/25 13:08:30 - mmengine - INFO - Epoch(train) [9][1580/3757] lr: 9.951e-03 eta: 1 day, 23:04:31 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.8601 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1674 loss: 4.1674 2022/06/25 13:08:35 - mmengine - INFO - Epoch(train) [9][1600/3757] lr: 9.951e-03 eta: 1 day, 23:04:23 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.6654 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5165 loss: 4.5165 2022/06/25 13:08:41 - mmengine - INFO - Epoch(train) [9][1620/3757] lr: 9.951e-03 eta: 1 day, 23:04:15 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.7598 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7639 loss: 3.7639 2022/06/25 13:08:46 - mmengine - INFO - Epoch(train) [9][1640/3757] lr: 9.951e-03 eta: 1 day, 23:04:09 time: 0.273 data_time: 0.017 memory: 5036 grad_norm: 4.0330 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5430 loss: 3.5430 2022/06/25 13:08:51 - mmengine - INFO - Epoch(train) [9][1660/3757] lr: 9.951e-03 eta: 1 day, 23:04:04 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.6195 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8655 loss: 3.8655 2022/06/25 13:08:56 - mmengine - INFO - Epoch(train) [9][1680/3757] lr: 9.951e-03 eta: 1 day, 23:03:56 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 3.9980 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7484 loss: 3.7484 2022/06/25 13:09:01 - mmengine - INFO - Epoch(train) [9][1700/3757] lr: 9.951e-03 eta: 1 day, 23:03:50 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.8291 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9668 loss: 3.9668 2022/06/25 13:09:07 - mmengine - INFO - Epoch(train) [9][1720/3757] lr: 9.951e-03 eta: 1 day, 23:03:43 time: 0.272 data_time: 0.008 memory: 5036 grad_norm: 4.3414 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0200 loss: 4.0200 2022/06/25 13:09:12 - mmengine - INFO - Epoch(train) [9][1740/3757] lr: 9.951e-03 eta: 1 day, 23:03:41 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.8854 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8709 loss: 3.8709 2022/06/25 13:09:17 - mmengine - INFO - Epoch(train) [9][1760/3757] lr: 9.951e-03 eta: 1 day, 23:03:33 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 4.0269 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1615 loss: 4.1615 2022/06/25 13:09:22 - mmengine - INFO - Epoch(train) [9][1780/3757] lr: 9.951e-03 eta: 1 day, 23:03:28 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.2104 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 4.0431 loss: 4.0431 2022/06/25 13:09:28 - mmengine - INFO - Epoch(train) [9][1800/3757] lr: 9.951e-03 eta: 1 day, 23:03:21 time: 0.269 data_time: 0.016 memory: 5036 grad_norm: 3.6165 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2898 loss: 4.2898 2022/06/25 13:09:33 - mmengine - INFO - Epoch(train) [9][1820/3757] lr: 9.951e-03 eta: 1 day, 23:03:18 time: 0.257 data_time: 0.021 memory: 5036 grad_norm: 3.8996 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0247 loss: 4.0247 2022/06/25 13:09:38 - mmengine - INFO - Epoch(train) [9][1840/3757] lr: 9.951e-03 eta: 1 day, 23:03:11 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 3.8955 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0524 loss: 4.0524 2022/06/25 13:09:43 - mmengine - INFO - Epoch(train) [9][1860/3757] lr: 9.951e-03 eta: 1 day, 23:03:04 time: 0.263 data_time: 0.018 memory: 5036 grad_norm: 3.7863 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3109 loss: 4.3109 2022/06/25 13:09:49 - mmengine - INFO - Epoch(train) [9][1880/3757] lr: 9.951e-03 eta: 1 day, 23:03:04 time: 0.274 data_time: 0.017 memory: 5036 grad_norm: 3.8071 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8601 loss: 3.8601 2022/06/25 13:09:54 - mmengine - INFO - Epoch(train) [9][1900/3757] lr: 9.951e-03 eta: 1 day, 23:03:07 time: 0.264 data_time: 0.024 memory: 5036 grad_norm: 3.8476 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.1565 loss: 4.1565 2022/06/25 13:10:00 - mmengine - INFO - Epoch(train) [9][1920/3757] lr: 9.951e-03 eta: 1 day, 23:03:00 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1719 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0288 loss: 4.0288 2022/06/25 13:10:05 - mmengine - INFO - Epoch(train) [9][1940/3757] lr: 9.951e-03 eta: 1 day, 23:02:54 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 3.9639 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0989 loss: 4.0989 2022/06/25 13:10:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:10:11 - mmengine - INFO - Epoch(train) [9][1960/3757] lr: 9.951e-03 eta: 1 day, 23:03:00 time: 0.304 data_time: 0.016 memory: 5036 grad_norm: 4.1419 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1861 loss: 4.1861 2022/06/25 13:10:16 - mmengine - INFO - Epoch(train) [9][1980/3757] lr: 9.951e-03 eta: 1 day, 23:02:52 time: 0.264 data_time: 0.020 memory: 5036 grad_norm: 3.6799 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6846 loss: 3.6846 2022/06/25 13:10:21 - mmengine - INFO - Epoch(train) [9][2000/3757] lr: 9.951e-03 eta: 1 day, 23:02:45 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.9631 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6710 loss: 3.6710 2022/06/25 13:10:26 - mmengine - INFO - Epoch(train) [9][2020/3757] lr: 9.951e-03 eta: 1 day, 23:02:36 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.8481 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.2388 loss: 4.2388 2022/06/25 13:10:32 - mmengine - INFO - Epoch(train) [9][2040/3757] lr: 9.951e-03 eta: 1 day, 23:02:38 time: 0.256 data_time: 0.017 memory: 5036 grad_norm: 4.1707 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.0004 loss: 4.0004 2022/06/25 13:10:37 - mmengine - INFO - Epoch(train) [9][2060/3757] lr: 9.951e-03 eta: 1 day, 23:02:30 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 3.8212 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1033 loss: 4.1033 2022/06/25 13:10:42 - mmengine - INFO - Epoch(train) [9][2080/3757] lr: 9.951e-03 eta: 1 day, 23:02:22 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 3.6940 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8941 loss: 3.8941 2022/06/25 13:10:47 - mmengine - INFO - Epoch(train) [9][2100/3757] lr: 9.951e-03 eta: 1 day, 23:02:13 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 3.7298 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.4357 loss: 4.4357 2022/06/25 13:10:52 - mmengine - INFO - Epoch(train) [9][2120/3757] lr: 9.951e-03 eta: 1 day, 23:02:05 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.9629 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1141 loss: 4.1141 2022/06/25 13:10:57 - mmengine - INFO - Epoch(train) [9][2140/3757] lr: 9.951e-03 eta: 1 day, 23:01:56 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 3.7272 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9075 loss: 3.9075 2022/06/25 13:11:02 - mmengine - INFO - Epoch(train) [9][2160/3757] lr: 9.951e-03 eta: 1 day, 23:01:50 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7316 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1452 loss: 4.1452 2022/06/25 13:11:07 - mmengine - INFO - Epoch(train) [9][2180/3757] lr: 9.951e-03 eta: 1 day, 23:01:42 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.9554 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2133 loss: 4.2133 2022/06/25 13:11:13 - mmengine - INFO - Epoch(train) [9][2200/3757] lr: 9.951e-03 eta: 1 day, 23:01:38 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.0265 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7788 loss: 3.7788 2022/06/25 13:11:18 - mmengine - INFO - Epoch(train) [9][2220/3757] lr: 9.951e-03 eta: 1 day, 23:01:30 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.0130 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7634 loss: 3.7634 2022/06/25 13:11:23 - mmengine - INFO - Epoch(train) [9][2240/3757] lr: 9.951e-03 eta: 1 day, 23:01:22 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.6401 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9822 loss: 3.9822 2022/06/25 13:11:28 - mmengine - INFO - Epoch(train) [9][2260/3757] lr: 9.951e-03 eta: 1 day, 23:01:14 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 4.0305 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7254 loss: 3.7254 2022/06/25 13:11:33 - mmengine - INFO - Epoch(train) [9][2280/3757] lr: 9.951e-03 eta: 1 day, 23:01:06 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 3.9418 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5940 loss: 3.5940 2022/06/25 13:11:38 - mmengine - INFO - Epoch(train) [9][2300/3757] lr: 9.951e-03 eta: 1 day, 23:00:57 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.7700 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4801 loss: 4.4801 2022/06/25 13:11:44 - mmengine - INFO - Epoch(train) [9][2320/3757] lr: 9.951e-03 eta: 1 day, 23:00:56 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.8920 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9012 loss: 3.9012 2022/06/25 13:11:49 - mmengine - INFO - Epoch(train) [9][2340/3757] lr: 9.951e-03 eta: 1 day, 23:00:48 time: 0.252 data_time: 0.017 memory: 5036 grad_norm: 3.4572 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9920 loss: 3.9920 2022/06/25 13:11:54 - mmengine - INFO - Epoch(train) [9][2360/3757] lr: 9.951e-03 eta: 1 day, 23:00:41 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.7136 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8745 loss: 3.8745 2022/06/25 13:11:59 - mmengine - INFO - Epoch(train) [9][2380/3757] lr: 9.951e-03 eta: 1 day, 23:00:32 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.2657 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1226 loss: 4.1226 2022/06/25 13:12:05 - mmengine - INFO - Epoch(train) [9][2400/3757] lr: 9.951e-03 eta: 1 day, 23:00:36 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.8939 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9533 loss: 3.9533 2022/06/25 13:12:10 - mmengine - INFO - Epoch(train) [9][2420/3757] lr: 9.951e-03 eta: 1 day, 23:00:29 time: 0.279 data_time: 0.042 memory: 5036 grad_norm: 3.7670 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9614 loss: 3.9614 2022/06/25 13:12:15 - mmengine - INFO - Epoch(train) [9][2440/3757] lr: 9.951e-03 eta: 1 day, 23:00:22 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.7226 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0006 loss: 4.0006 2022/06/25 13:12:20 - mmengine - INFO - Epoch(train) [9][2460/3757] lr: 9.951e-03 eta: 1 day, 23:00:15 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 3.9841 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.1103 loss: 4.1103 2022/06/25 13:12:26 - mmengine - INFO - Epoch(train) [9][2480/3757] lr: 9.951e-03 eta: 1 day, 23:00:07 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.9821 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1423 loss: 4.1423 2022/06/25 13:12:32 - mmengine - INFO - Epoch(train) [9][2500/3757] lr: 9.951e-03 eta: 1 day, 23:00:20 time: 0.266 data_time: 0.030 memory: 5036 grad_norm: 3.7785 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8458 loss: 3.8458 2022/06/25 13:12:37 - mmengine - INFO - Epoch(train) [9][2520/3757] lr: 9.951e-03 eta: 1 day, 23:00:13 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.9156 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9142 loss: 3.9142 2022/06/25 13:12:42 - mmengine - INFO - Epoch(train) [9][2540/3757] lr: 9.951e-03 eta: 1 day, 23:00:05 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.0255 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3397 loss: 4.3397 2022/06/25 13:12:47 - mmengine - INFO - Epoch(train) [9][2560/3757] lr: 9.951e-03 eta: 1 day, 22:59:59 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.8114 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8719 loss: 3.8719 2022/06/25 13:12:53 - mmengine - INFO - Epoch(train) [9][2580/3757] lr: 9.951e-03 eta: 1 day, 22:59:53 time: 0.274 data_time: 0.038 memory: 5036 grad_norm: 3.8932 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8413 loss: 3.8413 2022/06/25 13:12:58 - mmengine - INFO - Epoch(train) [9][2600/3757] lr: 9.951e-03 eta: 1 day, 22:59:46 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.5335 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0236 loss: 4.0236 2022/06/25 13:13:03 - mmengine - INFO - Epoch(train) [9][2620/3757] lr: 9.951e-03 eta: 1 day, 22:59:40 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.8755 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8739 loss: 3.8739 2022/06/25 13:13:08 - mmengine - INFO - Epoch(train) [9][2640/3757] lr: 9.951e-03 eta: 1 day, 22:59:34 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.9239 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1376 loss: 4.1376 2022/06/25 13:13:13 - mmengine - INFO - Epoch(train) [9][2660/3757] lr: 9.951e-03 eta: 1 day, 22:59:30 time: 0.280 data_time: 0.043 memory: 5036 grad_norm: 3.9447 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9433 loss: 3.9433 2022/06/25 13:13:19 - mmengine - INFO - Epoch(train) [9][2680/3757] lr: 9.951e-03 eta: 1 day, 22:59:22 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.8492 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5119 loss: 3.5119 2022/06/25 13:13:24 - mmengine - INFO - Epoch(train) [9][2700/3757] lr: 9.951e-03 eta: 1 day, 22:59:16 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.5958 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8488 loss: 3.8488 2022/06/25 13:13:29 - mmengine - INFO - Epoch(train) [9][2720/3757] lr: 9.951e-03 eta: 1 day, 22:59:09 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.8058 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0566 loss: 4.0566 2022/06/25 13:13:35 - mmengine - INFO - Epoch(train) [9][2740/3757] lr: 9.951e-03 eta: 1 day, 22:59:18 time: 0.256 data_time: 0.021 memory: 5036 grad_norm: 4.0687 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2541 loss: 4.2541 2022/06/25 13:13:40 - mmengine - INFO - Epoch(train) [9][2760/3757] lr: 9.951e-03 eta: 1 day, 22:59:10 time: 0.257 data_time: 0.022 memory: 5036 grad_norm: 4.1976 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0521 loss: 4.0521 2022/06/25 13:13:45 - mmengine - INFO - Epoch(train) [9][2780/3757] lr: 9.951e-03 eta: 1 day, 22:59:01 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 4.3310 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9596 loss: 3.9596 2022/06/25 13:13:50 - mmengine - INFO - Epoch(train) [9][2800/3757] lr: 9.951e-03 eta: 1 day, 22:58:55 time: 0.265 data_time: 0.025 memory: 5036 grad_norm: 3.5750 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9721 loss: 3.9721 2022/06/25 13:13:55 - mmengine - INFO - Epoch(train) [9][2820/3757] lr: 9.951e-03 eta: 1 day, 22:58:45 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.6899 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2741 loss: 4.2741 2022/06/25 13:14:01 - mmengine - INFO - Epoch(train) [9][2840/3757] lr: 9.951e-03 eta: 1 day, 22:58:37 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.9371 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.4784 loss: 4.4784 2022/06/25 13:14:06 - mmengine - INFO - Epoch(train) [9][2860/3757] lr: 9.951e-03 eta: 1 day, 22:58:28 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.9517 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8119 loss: 3.8119 2022/06/25 13:14:11 - mmengine - INFO - Epoch(train) [9][2880/3757] lr: 9.951e-03 eta: 1 day, 22:58:26 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 3.9010 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.5385 loss: 4.5385 2022/06/25 13:14:16 - mmengine - INFO - Epoch(train) [9][2900/3757] lr: 9.951e-03 eta: 1 day, 22:58:17 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.4205 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1236 loss: 4.1236 2022/06/25 13:14:21 - mmengine - INFO - Epoch(train) [9][2920/3757] lr: 9.951e-03 eta: 1 day, 22:58:09 time: 0.260 data_time: 0.025 memory: 5036 grad_norm: 3.9023 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.1412 loss: 4.1412 2022/06/25 13:14:26 - mmengine - INFO - Epoch(train) [9][2940/3757] lr: 9.951e-03 eta: 1 day, 22:58:00 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.9189 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7753 loss: 3.7753 2022/06/25 13:14:27 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:14:32 - mmengine - INFO - Epoch(train) [9][2960/3757] lr: 9.951e-03 eta: 1 day, 22:58:01 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 3.9079 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9990 loss: 3.9990 2022/06/25 13:14:37 - mmengine - INFO - Epoch(train) [9][2980/3757] lr: 9.951e-03 eta: 1 day, 22:57:53 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.0983 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2449 loss: 4.2449 2022/06/25 13:14:42 - mmengine - INFO - Epoch(train) [9][3000/3757] lr: 9.951e-03 eta: 1 day, 22:57:46 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 3.9612 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7779 loss: 3.7779 2022/06/25 13:14:47 - mmengine - INFO - Epoch(train) [9][3020/3757] lr: 9.951e-03 eta: 1 day, 22:57:37 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1694 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.3262 loss: 4.3262 2022/06/25 13:14:53 - mmengine - INFO - Epoch(train) [9][3040/3757] lr: 9.951e-03 eta: 1 day, 22:57:34 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 4.1361 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6560 loss: 3.6560 2022/06/25 13:14:58 - mmengine - INFO - Epoch(train) [9][3060/3757] lr: 9.951e-03 eta: 1 day, 22:57:26 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.0324 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0497 loss: 4.0497 2022/06/25 13:15:03 - mmengine - INFO - Epoch(train) [9][3080/3757] lr: 9.951e-03 eta: 1 day, 22:57:18 time: 0.266 data_time: 0.026 memory: 5036 grad_norm: 3.7737 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3800 loss: 4.3800 2022/06/25 13:15:08 - mmengine - INFO - Epoch(train) [9][3100/3757] lr: 9.951e-03 eta: 1 day, 22:57:10 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.6228 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9963 loss: 3.9963 2022/06/25 13:15:14 - mmengine - INFO - Epoch(train) [9][3120/3757] lr: 9.951e-03 eta: 1 day, 22:57:12 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.0857 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0938 loss: 4.0938 2022/06/25 13:15:19 - mmengine - INFO - Epoch(train) [9][3140/3757] lr: 9.951e-03 eta: 1 day, 22:57:03 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8037 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9856 loss: 3.9856 2022/06/25 13:15:24 - mmengine - INFO - Epoch(train) [9][3160/3757] lr: 9.951e-03 eta: 1 day, 22:56:55 time: 0.260 data_time: 0.019 memory: 5036 grad_norm: 3.9512 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8828 loss: 3.8828 2022/06/25 13:15:29 - mmengine - INFO - Epoch(train) [9][3180/3757] lr: 9.951e-03 eta: 1 day, 22:56:47 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.1183 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7625 loss: 3.7625 2022/06/25 13:15:34 - mmengine - INFO - Epoch(train) [9][3200/3757] lr: 9.951e-03 eta: 1 day, 22:56:43 time: 0.252 data_time: 0.017 memory: 5036 grad_norm: 4.1430 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3145 loss: 4.3145 2022/06/25 13:15:39 - mmengine - INFO - Epoch(train) [9][3220/3757] lr: 9.951e-03 eta: 1 day, 22:56:35 time: 0.239 data_time: 0.002 memory: 5036 grad_norm: 4.1921 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3439 loss: 4.3439 2022/06/25 13:15:44 - mmengine - INFO - Epoch(train) [9][3240/3757] lr: 9.951e-03 eta: 1 day, 22:56:28 time: 0.281 data_time: 0.034 memory: 5036 grad_norm: 3.8447 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0473 loss: 4.0473 2022/06/25 13:15:50 - mmengine - INFO - Epoch(train) [9][3260/3757] lr: 9.951e-03 eta: 1 day, 22:56:25 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.7911 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1077 loss: 4.1077 2022/06/25 13:15:56 - mmengine - INFO - Epoch(train) [9][3280/3757] lr: 9.951e-03 eta: 1 day, 22:56:30 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1178 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8386 loss: 3.8386 2022/06/25 13:16:01 - mmengine - INFO - Epoch(train) [9][3300/3757] lr: 9.951e-03 eta: 1 day, 22:56:21 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.9261 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4261 loss: 4.4261 2022/06/25 13:16:06 - mmengine - INFO - Epoch(train) [9][3320/3757] lr: 9.951e-03 eta: 1 day, 22:56:16 time: 0.336 data_time: 0.039 memory: 5036 grad_norm: 3.5994 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7590 loss: 3.7590 2022/06/25 13:16:11 - mmengine - INFO - Epoch(train) [9][3340/3757] lr: 9.951e-03 eta: 1 day, 22:56:09 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.6013 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7243 loss: 3.7243 2022/06/25 13:16:16 - mmengine - INFO - Epoch(train) [9][3360/3757] lr: 9.951e-03 eta: 1 day, 22:56:03 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.9639 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3299 loss: 4.3299 2022/06/25 13:16:21 - mmengine - INFO - Epoch(train) [9][3380/3757] lr: 9.951e-03 eta: 1 day, 22:55:55 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.0186 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.8563 loss: 3.8563 2022/06/25 13:16:27 - mmengine - INFO - Epoch(train) [9][3400/3757] lr: 9.951e-03 eta: 1 day, 22:55:48 time: 0.261 data_time: 0.026 memory: 5036 grad_norm: 4.1772 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9399 loss: 3.9399 2022/06/25 13:16:32 - mmengine - INFO - Epoch(train) [9][3420/3757] lr: 9.951e-03 eta: 1 day, 22:55:49 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.9079 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0710 loss: 4.0710 2022/06/25 13:16:37 - mmengine - INFO - Epoch(train) [9][3440/3757] lr: 9.951e-03 eta: 1 day, 22:55:42 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.9274 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.5143 loss: 4.5143 2022/06/25 13:16:43 - mmengine - INFO - Epoch(train) [9][3460/3757] lr: 9.951e-03 eta: 1 day, 22:55:35 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.1841 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0157 loss: 4.0157 2022/06/25 13:16:48 - mmengine - INFO - Epoch(train) [9][3480/3757] lr: 9.951e-03 eta: 1 day, 22:55:30 time: 0.259 data_time: 0.024 memory: 5036 grad_norm: 3.9713 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1744 loss: 4.1744 2022/06/25 13:16:53 - mmengine - INFO - Epoch(train) [9][3500/3757] lr: 9.951e-03 eta: 1 day, 22:55:23 time: 0.282 data_time: 0.002 memory: 5036 grad_norm: 4.0496 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1110 loss: 4.1110 2022/06/25 13:16:58 - mmengine - INFO - Epoch(train) [9][3520/3757] lr: 9.951e-03 eta: 1 day, 22:55:16 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.9106 top1_acc: 0.0000 top5_acc: 0.8750 loss_cls: 4.2376 loss: 4.2376 2022/06/25 13:17:03 - mmengine - INFO - Epoch(train) [9][3540/3757] lr: 9.951e-03 eta: 1 day, 22:55:11 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.7286 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9615 loss: 3.9615 2022/06/25 13:17:09 - mmengine - INFO - Epoch(train) [9][3560/3757] lr: 9.951e-03 eta: 1 day, 22:55:04 time: 0.264 data_time: 0.027 memory: 5036 grad_norm: 3.9717 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9011 loss: 3.9011 2022/06/25 13:17:14 - mmengine - INFO - Epoch(train) [9][3580/3757] lr: 9.951e-03 eta: 1 day, 22:55:04 time: 0.280 data_time: 0.002 memory: 5036 grad_norm: 3.5692 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9610 loss: 3.9610 2022/06/25 13:17:19 - mmengine - INFO - Epoch(train) [9][3600/3757] lr: 9.951e-03 eta: 1 day, 22:55:00 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.7298 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9149 loss: 3.9149 2022/06/25 13:17:25 - mmengine - INFO - Epoch(train) [9][3620/3757] lr: 9.951e-03 eta: 1 day, 22:54:53 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1869 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6922 loss: 3.6922 2022/06/25 13:17:30 - mmengine - INFO - Epoch(train) [9][3640/3757] lr: 9.951e-03 eta: 1 day, 22:54:54 time: 0.300 data_time: 0.034 memory: 5036 grad_norm: 4.0341 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7156 loss: 3.7156 2022/06/25 13:17:35 - mmengine - INFO - Epoch(train) [9][3660/3757] lr: 9.951e-03 eta: 1 day, 22:54:46 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.7360 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 4.2784 loss: 4.2784 2022/06/25 13:17:41 - mmengine - INFO - Epoch(train) [9][3680/3757] lr: 9.951e-03 eta: 1 day, 22:54:39 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.0334 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7011 loss: 3.7011 2022/06/25 13:17:46 - mmengine - INFO - Epoch(train) [9][3700/3757] lr: 9.951e-03 eta: 1 day, 22:54:30 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.2657 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4107 loss: 4.4107 2022/06/25 13:17:51 - mmengine - INFO - Epoch(train) [9][3720/3757] lr: 9.951e-03 eta: 1 day, 22:54:27 time: 0.266 data_time: 0.026 memory: 5036 grad_norm: 3.9297 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0933 loss: 4.0933 2022/06/25 13:17:56 - mmengine - INFO - Epoch(train) [9][3740/3757] lr: 9.951e-03 eta: 1 day, 22:54:18 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8009 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.9390 loss: 3.9390 2022/06/25 13:18:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:18:00 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/06/25 13:18:13 - mmengine - INFO - Epoch(val) [9][20/310] eta: 0:01:44 time: 0.103 data_time: 0.001 memory: 5036 2022/06/25 13:18:17 - mmengine - INFO - Epoch(val) [9][40/310] eta: 0:01:35 time: 0.109 data_time: 0.007 memory: 1723 2022/06/25 13:18:22 - mmengine - INFO - Epoch(val) [9][60/310] eta: 0:00:26 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 13:18:26 - mmengine - INFO - Epoch(val) [9][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:18:33 - mmengine - INFO - Epoch(val) [9][100/310] eta: 0:00:50 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:18:39 - mmengine - INFO - Epoch(val) [9][120/310] eta: 0:01:05 time: 1.606 data_time: 1.503 memory: 1723 2022/06/25 13:18:44 - mmengine - INFO - Epoch(val) [9][140/310] eta: 0:00:44 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:18:49 - mmengine - INFO - Epoch(val) [9][160/310] eta: 0:00:41 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 13:18:54 - mmengine - INFO - Epoch(val) [9][180/310] eta: 0:00:27 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 13:19:00 - mmengine - INFO - Epoch(val) [9][200/310] eta: 0:00:39 time: 1.493 data_time: 1.377 memory: 1723 2022/06/25 13:19:05 - mmengine - INFO - Epoch(val) [9][220/310] eta: 0:00:19 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 13:19:09 - mmengine - INFO - Epoch(val) [9][240/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 13:19:15 - mmengine - INFO - Epoch(val) [9][260/310] eta: 0:00:13 time: 0.105 data_time: 0.001 memory: 1723 2022/06/25 13:19:20 - mmengine - INFO - Epoch(val) [9][280/310] eta: 0:00:06 time: 0.202 data_time: 0.095 memory: 1723 2022/06/25 13:19:22 - mmengine - INFO - Epoch(val) [9][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/25 13:19:24 - mmengine - INFO - Epoch(val) [9][310/310] acc/top1: 0.1948 acc/top5: 0.4322 acc/mean1: 0.1946 2022/06/25 13:19:33 - mmengine - INFO - Epoch(train) [10][20/3757] lr: 9.938e-03 eta: 1 day, 22:54:49 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.2894 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7986 loss: 3.7986 2022/06/25 13:19:39 - mmengine - INFO - Epoch(train) [10][40/3757] lr: 9.938e-03 eta: 1 day, 22:54:43 time: 0.239 data_time: 0.003 memory: 5036 grad_norm: 4.3236 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.1077 loss: 4.1077 2022/06/25 13:19:44 - mmengine - INFO - Epoch(train) [10][60/3757] lr: 9.938e-03 eta: 1 day, 22:54:41 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2211 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2196 loss: 4.2196 2022/06/25 13:19:49 - mmengine - INFO - Epoch(train) [10][80/3757] lr: 9.938e-03 eta: 1 day, 22:54:35 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.5355 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9722 loss: 3.9722 2022/06/25 13:19:55 - mmengine - INFO - Epoch(train) [10][100/3757] lr: 9.938e-03 eta: 1 day, 22:54:32 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 3.7009 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.9046 loss: 3.9046 2022/06/25 13:20:00 - mmengine - INFO - Epoch(train) [10][120/3757] lr: 9.938e-03 eta: 1 day, 22:54:25 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.1630 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1924 loss: 4.1924 2022/06/25 13:20:06 - mmengine - INFO - Epoch(train) [10][140/3757] lr: 9.938e-03 eta: 1 day, 22:54:29 time: 0.239 data_time: 0.003 memory: 5036 grad_norm: 4.1331 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9646 loss: 3.9646 2022/06/25 13:20:11 - mmengine - INFO - Epoch(train) [10][160/3757] lr: 9.938e-03 eta: 1 day, 22:54:22 time: 0.386 data_time: 0.002 memory: 5036 grad_norm: 3.8043 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7158 loss: 3.7158 2022/06/25 13:20:16 - mmengine - INFO - Epoch(train) [10][180/3757] lr: 9.938e-03 eta: 1 day, 22:54:17 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 4.3578 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9695 loss: 3.9695 2022/06/25 13:20:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:20:22 - mmengine - INFO - Epoch(train) [10][200/3757] lr: 9.938e-03 eta: 1 day, 22:54:24 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.2115 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8782 loss: 3.8782 2022/06/25 13:20:27 - mmengine - INFO - Epoch(train) [10][220/3757] lr: 9.938e-03 eta: 1 day, 22:54:16 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.1863 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6911 loss: 3.6911 2022/06/25 13:20:32 - mmengine - INFO - Epoch(train) [10][240/3757] lr: 9.938e-03 eta: 1 day, 22:54:10 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 3.9356 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9554 loss: 3.9554 2022/06/25 13:20:37 - mmengine - INFO - Epoch(train) [10][260/3757] lr: 9.938e-03 eta: 1 day, 22:54:03 time: 0.278 data_time: 0.036 memory: 5036 grad_norm: 3.9725 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6324 loss: 3.6324 2022/06/25 13:20:43 - mmengine - INFO - Epoch(train) [10][280/3757] lr: 9.938e-03 eta: 1 day, 22:53:55 time: 0.242 data_time: 0.008 memory: 5036 grad_norm: 4.0418 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0556 loss: 4.0556 2022/06/25 13:20:48 - mmengine - INFO - Epoch(train) [10][300/3757] lr: 9.938e-03 eta: 1 day, 22:53:47 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.9402 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7196 loss: 3.7196 2022/06/25 13:20:53 - mmengine - INFO - Epoch(train) [10][320/3757] lr: 9.938e-03 eta: 1 day, 22:53:44 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2142 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7671 loss: 3.7671 2022/06/25 13:20:59 - mmengine - INFO - Epoch(train) [10][340/3757] lr: 9.938e-03 eta: 1 day, 22:53:45 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 4.1418 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 4.0744 loss: 4.0744 2022/06/25 13:21:04 - mmengine - INFO - Epoch(train) [10][360/3757] lr: 9.938e-03 eta: 1 day, 22:53:42 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 3.9531 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2733 loss: 4.2733 2022/06/25 13:21:09 - mmengine - INFO - Epoch(train) [10][380/3757] lr: 9.938e-03 eta: 1 day, 22:53:35 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.2690 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9598 loss: 3.9598 2022/06/25 13:21:14 - mmengine - INFO - Epoch(train) [10][400/3757] lr: 9.938e-03 eta: 1 day, 22:53:26 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 4.1718 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8301 loss: 3.8301 2022/06/25 13:21:20 - mmengine - INFO - Epoch(train) [10][420/3757] lr: 9.938e-03 eta: 1 day, 22:53:20 time: 0.272 data_time: 0.021 memory: 5036 grad_norm: 4.3256 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2390 loss: 4.2390 2022/06/25 13:21:25 - mmengine - INFO - Epoch(train) [10][440/3757] lr: 9.938e-03 eta: 1 day, 22:53:17 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 3.7413 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5829 loss: 3.5829 2022/06/25 13:21:30 - mmengine - INFO - Epoch(train) [10][460/3757] lr: 9.938e-03 eta: 1 day, 22:53:09 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.7511 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1263 loss: 4.1263 2022/06/25 13:21:35 - mmengine - INFO - Epoch(train) [10][480/3757] lr: 9.938e-03 eta: 1 day, 22:53:04 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.2869 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1971 loss: 4.1971 2022/06/25 13:21:41 - mmengine - INFO - Epoch(train) [10][500/3757] lr: 9.938e-03 eta: 1 day, 22:52:58 time: 0.281 data_time: 0.028 memory: 5036 grad_norm: 4.0058 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8863 loss: 3.8863 2022/06/25 13:21:46 - mmengine - INFO - Epoch(train) [10][520/3757] lr: 9.938e-03 eta: 1 day, 22:52:53 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 3.5989 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8930 loss: 3.8930 2022/06/25 13:21:51 - mmengine - INFO - Epoch(train) [10][540/3757] lr: 9.938e-03 eta: 1 day, 22:52:52 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3854 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3051 loss: 4.3051 2022/06/25 13:21:56 - mmengine - INFO - Epoch(train) [10][560/3757] lr: 9.938e-03 eta: 1 day, 22:52:44 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.2415 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.0128 loss: 4.0128 2022/06/25 13:22:02 - mmengine - INFO - Epoch(train) [10][580/3757] lr: 9.938e-03 eta: 1 day, 22:52:37 time: 0.260 data_time: 0.020 memory: 5036 grad_norm: 3.8982 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2499 loss: 4.2499 2022/06/25 13:22:07 - mmengine - INFO - Epoch(train) [10][600/3757] lr: 9.938e-03 eta: 1 day, 22:52:28 time: 0.251 data_time: 0.016 memory: 5036 grad_norm: 3.9233 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9853 loss: 3.9853 2022/06/25 13:22:12 - mmengine - INFO - Epoch(train) [10][620/3757] lr: 9.938e-03 eta: 1 day, 22:52:20 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.1872 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8740 loss: 3.8740 2022/06/25 13:22:17 - mmengine - INFO - Epoch(train) [10][640/3757] lr: 9.938e-03 eta: 1 day, 22:52:12 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.9902 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.9304 loss: 3.9304 2022/06/25 13:22:22 - mmengine - INFO - Epoch(train) [10][660/3757] lr: 9.938e-03 eta: 1 day, 22:52:10 time: 0.258 data_time: 0.023 memory: 5036 grad_norm: 3.8676 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8055 loss: 3.8055 2022/06/25 13:22:27 - mmengine - INFO - Epoch(train) [10][680/3757] lr: 9.938e-03 eta: 1 day, 22:52:02 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.1007 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8717 loss: 3.8717 2022/06/25 13:22:33 - mmengine - INFO - Epoch(train) [10][700/3757] lr: 9.938e-03 eta: 1 day, 22:52:02 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.5733 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7627 loss: 3.7627 2022/06/25 13:22:38 - mmengine - INFO - Epoch(train) [10][720/3757] lr: 9.938e-03 eta: 1 day, 22:51:54 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.1101 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.2947 loss: 4.2947 2022/06/25 13:22:43 - mmengine - INFO - Epoch(train) [10][740/3757] lr: 9.938e-03 eta: 1 day, 22:51:48 time: 0.272 data_time: 0.008 memory: 5036 grad_norm: 4.3310 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.8744 loss: 3.8744 2022/06/25 13:22:48 - mmengine - INFO - Epoch(train) [10][760/3757] lr: 9.938e-03 eta: 1 day, 22:51:40 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0260 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9487 loss: 3.9487 2022/06/25 13:22:54 - mmengine - INFO - Epoch(train) [10][780/3757] lr: 9.938e-03 eta: 1 day, 22:51:34 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.1296 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8829 loss: 3.8829 2022/06/25 13:22:59 - mmengine - INFO - Epoch(train) [10][800/3757] lr: 9.938e-03 eta: 1 day, 22:51:26 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.9585 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.8935 loss: 3.8935 2022/06/25 13:23:04 - mmengine - INFO - Epoch(train) [10][820/3757] lr: 9.938e-03 eta: 1 day, 22:51:23 time: 0.528 data_time: 0.009 memory: 5036 grad_norm: 3.8400 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2117 loss: 4.2117 2022/06/25 13:23:10 - mmengine - INFO - Epoch(train) [10][840/3757] lr: 9.938e-03 eta: 1 day, 22:51:21 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 3.9799 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0372 loss: 4.0372 2022/06/25 13:23:15 - mmengine - INFO - Epoch(train) [10][860/3757] lr: 9.938e-03 eta: 1 day, 22:51:18 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8369 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0003 loss: 4.0003 2022/06/25 13:23:20 - mmengine - INFO - Epoch(train) [10][880/3757] lr: 9.938e-03 eta: 1 day, 22:51:11 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.0797 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7710 loss: 3.7710 2022/06/25 13:23:25 - mmengine - INFO - Epoch(train) [10][900/3757] lr: 9.938e-03 eta: 1 day, 22:51:04 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.1019 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8338 loss: 3.8338 2022/06/25 13:23:30 - mmengine - INFO - Epoch(train) [10][920/3757] lr: 9.938e-03 eta: 1 day, 22:50:57 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.8488 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1280 loss: 4.1280 2022/06/25 13:23:36 - mmengine - INFO - Epoch(train) [10][940/3757] lr: 9.938e-03 eta: 1 day, 22:50:52 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.4465 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9383 loss: 3.9383 2022/06/25 13:23:41 - mmengine - INFO - Epoch(train) [10][960/3757] lr: 9.938e-03 eta: 1 day, 22:50:45 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.0248 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2219 loss: 4.2219 2022/06/25 13:23:46 - mmengine - INFO - Epoch(train) [10][980/3757] lr: 9.938e-03 eta: 1 day, 22:50:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.0643 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3891 loss: 4.3891 2022/06/25 13:23:51 - mmengine - INFO - Epoch(train) [10][1000/3757] lr: 9.938e-03 eta: 1 day, 22:50:33 time: 0.278 data_time: 0.002 memory: 5036 grad_norm: 4.2446 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8647 loss: 3.8647 2022/06/25 13:23:56 - mmengine - INFO - Epoch(train) [10][1020/3757] lr: 9.938e-03 eta: 1 day, 22:50:25 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.2739 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7769 loss: 3.7769 2022/06/25 13:24:01 - mmengine - INFO - Epoch(train) [10][1040/3757] lr: 9.938e-03 eta: 1 day, 22:50:16 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3917 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1343 loss: 4.1343 2022/06/25 13:24:07 - mmengine - INFO - Epoch(train) [10][1060/3757] lr: 9.938e-03 eta: 1 day, 22:50:10 time: 0.276 data_time: 0.012 memory: 5036 grad_norm: 3.7231 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1845 loss: 4.1845 2022/06/25 13:24:12 - mmengine - INFO - Epoch(train) [10][1080/3757] lr: 9.938e-03 eta: 1 day, 22:50:06 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.2253 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6497 loss: 3.6497 2022/06/25 13:24:17 - mmengine - INFO - Epoch(train) [10][1100/3757] lr: 9.938e-03 eta: 1 day, 22:49:58 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.4896 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1990 loss: 4.1990 2022/06/25 13:24:22 - mmengine - INFO - Epoch(train) [10][1120/3757] lr: 9.938e-03 eta: 1 day, 22:49:49 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.0548 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.0162 loss: 4.0162 2022/06/25 13:24:27 - mmengine - INFO - Epoch(train) [10][1140/3757] lr: 9.938e-03 eta: 1 day, 22:49:42 time: 0.267 data_time: 0.020 memory: 5036 grad_norm: 4.4251 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2127 loss: 4.2127 2022/06/25 13:24:33 - mmengine - INFO - Epoch(train) [10][1160/3757] lr: 9.938e-03 eta: 1 day, 22:49:41 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.6280 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7797 loss: 3.7797 2022/06/25 13:24:38 - mmengine - INFO - Epoch(train) [10][1180/3757] lr: 9.938e-03 eta: 1 day, 22:49:34 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.0639 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9559 loss: 3.9559 2022/06/25 13:24:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:24:43 - mmengine - INFO - Epoch(train) [10][1200/3757] lr: 9.938e-03 eta: 1 day, 22:49:26 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.1211 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9383 loss: 3.9383 2022/06/25 13:24:49 - mmengine - INFO - Epoch(train) [10][1220/3757] lr: 9.938e-03 eta: 1 day, 22:49:23 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 3.8323 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6821 loss: 3.6821 2022/06/25 13:24:54 - mmengine - INFO - Epoch(train) [10][1240/3757] lr: 9.938e-03 eta: 1 day, 22:49:28 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 3.9671 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.8753 loss: 3.8753 2022/06/25 13:25:00 - mmengine - INFO - Epoch(train) [10][1260/3757] lr: 9.938e-03 eta: 1 day, 22:49:22 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.3512 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7773 loss: 3.7773 2022/06/25 13:25:05 - mmengine - INFO - Epoch(train) [10][1280/3757] lr: 9.938e-03 eta: 1 day, 22:49:13 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.9890 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8026 loss: 3.8026 2022/06/25 13:25:10 - mmengine - INFO - Epoch(train) [10][1300/3757] lr: 9.938e-03 eta: 1 day, 22:49:13 time: 0.285 data_time: 0.008 memory: 5036 grad_norm: 3.8366 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9259 loss: 3.9259 2022/06/25 13:25:16 - mmengine - INFO - Epoch(train) [10][1320/3757] lr: 9.938e-03 eta: 1 day, 22:49:15 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.1006 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9026 loss: 3.9026 2022/06/25 13:25:21 - mmengine - INFO - Epoch(train) [10][1340/3757] lr: 9.938e-03 eta: 1 day, 22:49:07 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.0707 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7570 loss: 3.7570 2022/06/25 13:25:26 - mmengine - INFO - Epoch(train) [10][1360/3757] lr: 9.938e-03 eta: 1 day, 22:48:58 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.0008 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9358 loss: 3.9358 2022/06/25 13:25:32 - mmengine - INFO - Epoch(train) [10][1380/3757] lr: 9.938e-03 eta: 1 day, 22:49:00 time: 0.654 data_time: 0.036 memory: 5036 grad_norm: 3.5648 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1391 loss: 4.1391 2022/06/25 13:25:37 - mmengine - INFO - Epoch(train) [10][1400/3757] lr: 9.938e-03 eta: 1 day, 22:48:52 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 3.6078 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7720 loss: 3.7720 2022/06/25 13:25:42 - mmengine - INFO - Epoch(train) [10][1420/3757] lr: 9.938e-03 eta: 1 day, 22:48:43 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.8615 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9920 loss: 3.9920 2022/06/25 13:25:47 - mmengine - INFO - Epoch(train) [10][1440/3757] lr: 9.938e-03 eta: 1 day, 22:48:34 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.2323 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5853 loss: 3.5853 2022/06/25 13:25:52 - mmengine - INFO - Epoch(train) [10][1460/3757] lr: 9.938e-03 eta: 1 day, 22:48:28 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 3.5761 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8220 loss: 3.8220 2022/06/25 13:25:57 - mmengine - INFO - Epoch(train) [10][1480/3757] lr: 9.938e-03 eta: 1 day, 22:48:21 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.7807 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9659 loss: 3.9659 2022/06/25 13:26:03 - mmengine - INFO - Epoch(train) [10][1500/3757] lr: 9.938e-03 eta: 1 day, 22:48:16 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.8987 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6312 loss: 3.6312 2022/06/25 13:26:08 - mmengine - INFO - Epoch(train) [10][1520/3757] lr: 9.938e-03 eta: 1 day, 22:48:07 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.4182 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9131 loss: 3.9131 2022/06/25 13:26:13 - mmengine - INFO - Epoch(train) [10][1540/3757] lr: 9.938e-03 eta: 1 day, 22:48:08 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 4.2662 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1457 loss: 4.1457 2022/06/25 13:26:18 - mmengine - INFO - Epoch(train) [10][1560/3757] lr: 9.938e-03 eta: 1 day, 22:48:00 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0532 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.1186 loss: 4.1186 2022/06/25 13:26:23 - mmengine - INFO - Epoch(train) [10][1580/3757] lr: 9.938e-03 eta: 1 day, 22:47:54 time: 0.276 data_time: 0.005 memory: 5036 grad_norm: 4.4761 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.4987 loss: 4.4987 2022/06/25 13:26:29 - mmengine - INFO - Epoch(train) [10][1600/3757] lr: 9.938e-03 eta: 1 day, 22:47:46 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.4076 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1298 loss: 4.1298 2022/06/25 13:26:34 - mmengine - INFO - Epoch(train) [10][1620/3757] lr: 9.938e-03 eta: 1 day, 22:47:38 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.1810 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0919 loss: 4.0919 2022/06/25 13:26:39 - mmengine - INFO - Epoch(train) [10][1640/3757] lr: 9.938e-03 eta: 1 day, 22:47:29 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 4.2355 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2745 loss: 4.2745 2022/06/25 13:26:44 - mmengine - INFO - Epoch(train) [10][1660/3757] lr: 9.938e-03 eta: 1 day, 22:47:31 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 4.2125 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7660 loss: 3.7660 2022/06/25 13:26:50 - mmengine - INFO - Epoch(train) [10][1680/3757] lr: 9.938e-03 eta: 1 day, 22:47:22 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.1579 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8325 loss: 3.8325 2022/06/25 13:26:55 - mmengine - INFO - Epoch(train) [10][1700/3757] lr: 9.938e-03 eta: 1 day, 22:47:16 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.1613 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6821 loss: 3.6821 2022/06/25 13:27:00 - mmengine - INFO - Epoch(train) [10][1720/3757] lr: 9.938e-03 eta: 1 day, 22:47:07 time: 0.252 data_time: 0.017 memory: 5036 grad_norm: 4.7004 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9920 loss: 3.9920 2022/06/25 13:27:05 - mmengine - INFO - Epoch(train) [10][1740/3757] lr: 9.938e-03 eta: 1 day, 22:47:03 time: 0.267 data_time: 0.024 memory: 5036 grad_norm: 4.0030 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1975 loss: 4.1975 2022/06/25 13:27:10 - mmengine - INFO - Epoch(train) [10][1760/3757] lr: 9.938e-03 eta: 1 day, 22:46:54 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.9352 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1249 loss: 4.1249 2022/06/25 13:27:15 - mmengine - INFO - Epoch(train) [10][1780/3757] lr: 9.938e-03 eta: 1 day, 22:46:50 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.8124 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2163 loss: 4.2163 2022/06/25 13:27:21 - mmengine - INFO - Epoch(train) [10][1800/3757] lr: 9.938e-03 eta: 1 day, 22:46:43 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.3933 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2383 loss: 4.2383 2022/06/25 13:27:26 - mmengine - INFO - Epoch(train) [10][1820/3757] lr: 9.938e-03 eta: 1 day, 22:46:45 time: 0.257 data_time: 0.017 memory: 5036 grad_norm: 3.8718 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0030 loss: 4.0030 2022/06/25 13:27:31 - mmengine - INFO - Epoch(train) [10][1840/3757] lr: 9.938e-03 eta: 1 day, 22:46:37 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.1466 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0509 loss: 4.0509 2022/06/25 13:27:37 - mmengine - INFO - Epoch(train) [10][1860/3757] lr: 9.938e-03 eta: 1 day, 22:46:30 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.3227 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2160 loss: 4.2160 2022/06/25 13:27:42 - mmengine - INFO - Epoch(train) [10][1880/3757] lr: 9.938e-03 eta: 1 day, 22:46:27 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 3.6955 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1327 loss: 4.1327 2022/06/25 13:27:47 - mmengine - INFO - Epoch(train) [10][1900/3757] lr: 9.938e-03 eta: 1 day, 22:46:19 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 4.4167 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0180 loss: 4.0180 2022/06/25 13:27:52 - mmengine - INFO - Epoch(train) [10][1920/3757] lr: 9.938e-03 eta: 1 day, 22:46:11 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.0746 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0748 loss: 4.0748 2022/06/25 13:27:58 - mmengine - INFO - Epoch(train) [10][1940/3757] lr: 9.938e-03 eta: 1 day, 22:46:09 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.1206 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1904 loss: 4.1904 2022/06/25 13:28:03 - mmengine - INFO - Epoch(train) [10][1960/3757] lr: 9.938e-03 eta: 1 day, 22:46:02 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.9801 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8690 loss: 3.8690 2022/06/25 13:28:08 - mmengine - INFO - Epoch(train) [10][1980/3757] lr: 9.938e-03 eta: 1 day, 22:45:55 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.3813 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 4.0988 loss: 4.0988 2022/06/25 13:28:13 - mmengine - INFO - Epoch(train) [10][2000/3757] lr: 9.938e-03 eta: 1 day, 22:45:48 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.2903 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1466 loss: 4.1466 2022/06/25 13:28:18 - mmengine - INFO - Epoch(train) [10][2020/3757] lr: 9.938e-03 eta: 1 day, 22:45:41 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.8881 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.3387 loss: 4.3387 2022/06/25 13:28:24 - mmengine - INFO - Epoch(train) [10][2040/3757] lr: 9.938e-03 eta: 1 day, 22:45:37 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.4719 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9878 loss: 3.9878 2022/06/25 13:28:29 - mmengine - INFO - Epoch(train) [10][2060/3757] lr: 9.938e-03 eta: 1 day, 22:45:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 3.9488 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0565 loss: 4.0565 2022/06/25 13:28:34 - mmengine - INFO - Epoch(train) [10][2080/3757] lr: 9.938e-03 eta: 1 day, 22:45:27 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3384 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7313 loss: 3.7313 2022/06/25 13:28:39 - mmengine - INFO - Epoch(train) [10][2100/3757] lr: 9.938e-03 eta: 1 day, 22:45:21 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0123 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3048 loss: 4.3048 2022/06/25 13:28:45 - mmengine - INFO - Epoch(train) [10][2120/3757] lr: 9.938e-03 eta: 1 day, 22:45:15 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.9330 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1801 loss: 4.1801 2022/06/25 13:28:50 - mmengine - INFO - Epoch(train) [10][2140/3757] lr: 9.938e-03 eta: 1 day, 22:45:12 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 3.6259 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9762 loss: 3.9762 2022/06/25 13:28:56 - mmengine - INFO - Epoch(train) [10][2160/3757] lr: 9.938e-03 eta: 1 day, 22:45:15 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.0030 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9183 loss: 3.9183 2022/06/25 13:29:01 - mmengine - INFO - Epoch(train) [10][2180/3757] lr: 9.938e-03 eta: 1 day, 22:45:08 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.1913 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2342 loss: 4.2342 2022/06/25 13:29:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:29:06 - mmengine - INFO - Epoch(train) [10][2200/3757] lr: 9.938e-03 eta: 1 day, 22:45:00 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.5134 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.1792 loss: 4.1792 2022/06/25 13:29:11 - mmengine - INFO - Epoch(train) [10][2220/3757] lr: 9.938e-03 eta: 1 day, 22:44:53 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.0770 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.4397 loss: 4.4397 2022/06/25 13:29:17 - mmengine - INFO - Epoch(train) [10][2240/3757] lr: 9.938e-03 eta: 1 day, 22:44:51 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3830 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0435 loss: 4.0435 2022/06/25 13:29:22 - mmengine - INFO - Epoch(train) [10][2260/3757] lr: 9.938e-03 eta: 1 day, 22:44:44 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.3558 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0330 loss: 4.0330 2022/06/25 13:29:27 - mmengine - INFO - Epoch(train) [10][2280/3757] lr: 9.938e-03 eta: 1 day, 22:44:35 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.0030 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8646 loss: 3.8646 2022/06/25 13:29:32 - mmengine - INFO - Epoch(train) [10][2300/3757] lr: 9.938e-03 eta: 1 day, 22:44:31 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 3.9651 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6611 loss: 3.6611 2022/06/25 13:29:37 - mmengine - INFO - Epoch(train) [10][2320/3757] lr: 9.938e-03 eta: 1 day, 22:44:23 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 4.3236 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8302 loss: 3.8302 2022/06/25 13:29:42 - mmengine - INFO - Epoch(train) [10][2340/3757] lr: 9.938e-03 eta: 1 day, 22:44:18 time: 0.253 data_time: 0.018 memory: 5036 grad_norm: 4.4424 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9903 loss: 3.9903 2022/06/25 13:29:48 - mmengine - INFO - Epoch(train) [10][2360/3757] lr: 9.938e-03 eta: 1 day, 22:44:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 3.8030 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9941 loss: 3.9941 2022/06/25 13:29:53 - mmengine - INFO - Epoch(train) [10][2380/3757] lr: 9.938e-03 eta: 1 day, 22:44:07 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 3.8611 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6223 loss: 3.6223 2022/06/25 13:29:58 - mmengine - INFO - Epoch(train) [10][2400/3757] lr: 9.938e-03 eta: 1 day, 22:43:59 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 4.0828 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.2882 loss: 4.2882 2022/06/25 13:30:03 - mmengine - INFO - Epoch(train) [10][2420/3757] lr: 9.938e-03 eta: 1 day, 22:43:52 time: 0.253 data_time: 0.017 memory: 5036 grad_norm: 3.9292 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.1015 loss: 4.1015 2022/06/25 13:30:09 - mmengine - INFO - Epoch(train) [10][2440/3757] lr: 9.938e-03 eta: 1 day, 22:43:48 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.4578 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.3934 loss: 4.3934 2022/06/25 13:30:14 - mmengine - INFO - Epoch(train) [10][2460/3757] lr: 9.938e-03 eta: 1 day, 22:43:41 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.1780 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9628 loss: 3.9628 2022/06/25 13:30:19 - mmengine - INFO - Epoch(train) [10][2480/3757] lr: 9.938e-03 eta: 1 day, 22:43:32 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 3.8609 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5958 loss: 3.5958 2022/06/25 13:30:24 - mmengine - INFO - Epoch(train) [10][2500/3757] lr: 9.938e-03 eta: 1 day, 22:43:27 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 3.9897 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6707 loss: 3.6707 2022/06/25 13:30:29 - mmengine - INFO - Epoch(train) [10][2520/3757] lr: 9.938e-03 eta: 1 day, 22:43:19 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.1814 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1182 loss: 4.1182 2022/06/25 13:30:34 - mmengine - INFO - Epoch(train) [10][2540/3757] lr: 9.938e-03 eta: 1 day, 22:43:12 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.3940 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0551 loss: 4.0551 2022/06/25 13:30:39 - mmengine - INFO - Epoch(train) [10][2560/3757] lr: 9.938e-03 eta: 1 day, 22:43:05 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 3.9495 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0853 loss: 4.0853 2022/06/25 13:30:45 - mmengine - INFO - Epoch(train) [10][2580/3757] lr: 9.938e-03 eta: 1 day, 22:42:59 time: 0.269 data_time: 0.030 memory: 5036 grad_norm: 4.1541 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8040 loss: 3.8040 2022/06/25 13:30:50 - mmengine - INFO - Epoch(train) [10][2600/3757] lr: 9.938e-03 eta: 1 day, 22:42:50 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.0930 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.5466 loss: 4.5466 2022/06/25 13:30:55 - mmengine - INFO - Epoch(train) [10][2620/3757] lr: 9.938e-03 eta: 1 day, 22:42:45 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 3.9670 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1350 loss: 4.1350 2022/06/25 13:31:01 - mmengine - INFO - Epoch(train) [10][2640/3757] lr: 9.938e-03 eta: 1 day, 22:42:46 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.7581 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2827 loss: 4.2827 2022/06/25 13:31:06 - mmengine - INFO - Epoch(train) [10][2660/3757] lr: 9.938e-03 eta: 1 day, 22:42:44 time: 0.263 data_time: 0.027 memory: 5036 grad_norm: 4.2660 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0299 loss: 4.0299 2022/06/25 13:31:11 - mmengine - INFO - Epoch(train) [10][2680/3757] lr: 9.938e-03 eta: 1 day, 22:42:38 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.8672 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1069 loss: 4.1069 2022/06/25 13:31:17 - mmengine - INFO - Epoch(train) [10][2700/3757] lr: 9.938e-03 eta: 1 day, 22:42:46 time: 0.251 data_time: 0.013 memory: 5036 grad_norm: 4.5300 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1127 loss: 4.1127 2022/06/25 13:31:23 - mmengine - INFO - Epoch(train) [10][2720/3757] lr: 9.938e-03 eta: 1 day, 22:42:52 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.7623 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1715 loss: 4.1715 2022/06/25 13:31:28 - mmengine - INFO - Epoch(train) [10][2740/3757] lr: 9.938e-03 eta: 1 day, 22:42:44 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.0906 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0344 loss: 4.0344 2022/06/25 13:31:33 - mmengine - INFO - Epoch(train) [10][2760/3757] lr: 9.938e-03 eta: 1 day, 22:42:37 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.5775 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8327 loss: 3.8327 2022/06/25 13:31:39 - mmengine - INFO - Epoch(train) [10][2780/3757] lr: 9.938e-03 eta: 1 day, 22:42:30 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 4.7102 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8830 loss: 3.8830 2022/06/25 13:31:44 - mmengine - INFO - Epoch(train) [10][2800/3757] lr: 9.938e-03 eta: 1 day, 22:42:21 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.1867 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5917 loss: 3.5917 2022/06/25 13:31:49 - mmengine - INFO - Epoch(train) [10][2820/3757] lr: 9.938e-03 eta: 1 day, 22:42:12 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.3432 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9149 loss: 3.9149 2022/06/25 13:31:54 - mmengine - INFO - Epoch(train) [10][2840/3757] lr: 9.938e-03 eta: 1 day, 22:42:04 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.2271 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9508 loss: 3.9508 2022/06/25 13:31:59 - mmengine - INFO - Epoch(train) [10][2860/3757] lr: 9.938e-03 eta: 1 day, 22:41:56 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 3.9355 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9654 loss: 3.9654 2022/06/25 13:32:04 - mmengine - INFO - Epoch(train) [10][2880/3757] lr: 9.938e-03 eta: 1 day, 22:41:47 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7428 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2704 loss: 4.2704 2022/06/25 13:32:09 - mmengine - INFO - Epoch(train) [10][2900/3757] lr: 9.938e-03 eta: 1 day, 22:41:39 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 4.1420 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9789 loss: 3.9789 2022/06/25 13:32:14 - mmengine - INFO - Epoch(train) [10][2920/3757] lr: 9.938e-03 eta: 1 day, 22:41:31 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.2525 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1103 loss: 4.1103 2022/06/25 13:32:19 - mmengine - INFO - Epoch(train) [10][2940/3757] lr: 9.938e-03 eta: 1 day, 22:41:24 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.7899 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0200 loss: 4.0200 2022/06/25 13:32:24 - mmengine - INFO - Epoch(train) [10][2960/3757] lr: 9.938e-03 eta: 1 day, 22:41:16 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.1822 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7480 loss: 3.7480 2022/06/25 13:32:30 - mmengine - INFO - Epoch(train) [10][2980/3757] lr: 9.938e-03 eta: 1 day, 22:41:09 time: 0.248 data_time: 0.012 memory: 5036 grad_norm: 3.9699 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1624 loss: 4.1624 2022/06/25 13:32:35 - mmengine - INFO - Epoch(train) [10][3000/3757] lr: 9.938e-03 eta: 1 day, 22:41:01 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 3.9507 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2423 loss: 4.2423 2022/06/25 13:32:40 - mmengine - INFO - Epoch(train) [10][3020/3757] lr: 9.938e-03 eta: 1 day, 22:40:54 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 4.0419 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1344 loss: 4.1344 2022/06/25 13:32:45 - mmengine - INFO - Epoch(train) [10][3040/3757] lr: 9.938e-03 eta: 1 day, 22:40:46 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0243 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9093 loss: 3.9093 2022/06/25 13:32:50 - mmengine - INFO - Epoch(train) [10][3060/3757] lr: 9.938e-03 eta: 1 day, 22:40:38 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.7824 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1983 loss: 4.1983 2022/06/25 13:32:55 - mmengine - INFO - Epoch(train) [10][3080/3757] lr: 9.938e-03 eta: 1 day, 22:40:33 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0888 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.2836 loss: 4.2836 2022/06/25 13:33:01 - mmengine - INFO - Epoch(train) [10][3100/3757] lr: 9.938e-03 eta: 1 day, 22:40:27 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 3.8711 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9331 loss: 3.9331 2022/06/25 13:33:06 - mmengine - INFO - Epoch(train) [10][3120/3757] lr: 9.938e-03 eta: 1 day, 22:40:19 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.6456 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.3790 loss: 4.3790 2022/06/25 13:33:11 - mmengine - INFO - Epoch(train) [10][3140/3757] lr: 9.938e-03 eta: 1 day, 22:40:12 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.9446 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.0440 loss: 4.0440 2022/06/25 13:33:16 - mmengine - INFO - Epoch(train) [10][3160/3757] lr: 9.938e-03 eta: 1 day, 22:40:06 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.9516 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6967 loss: 3.6967 2022/06/25 13:33:21 - mmengine - INFO - Epoch(train) [10][3180/3757] lr: 9.938e-03 eta: 1 day, 22:39:58 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 4.1589 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8418 loss: 3.8418 2022/06/25 13:33:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:33:27 - mmengine - INFO - Epoch(train) [10][3200/3757] lr: 9.938e-03 eta: 1 day, 22:39:59 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.7535 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6236 loss: 3.6236 2022/06/25 13:33:32 - mmengine - INFO - Epoch(train) [10][3220/3757] lr: 9.938e-03 eta: 1 day, 22:39:57 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 3.6570 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1562 loss: 4.1562 2022/06/25 13:33:37 - mmengine - INFO - Epoch(train) [10][3240/3757] lr: 9.938e-03 eta: 1 day, 22:39:49 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.6585 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0356 loss: 4.0356 2022/06/25 13:33:43 - mmengine - INFO - Epoch(train) [10][3260/3757] lr: 9.938e-03 eta: 1 day, 22:39:50 time: 0.258 data_time: 0.024 memory: 5036 grad_norm: 3.8499 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.0404 loss: 4.0404 2022/06/25 13:33:48 - mmengine - INFO - Epoch(train) [10][3280/3757] lr: 9.938e-03 eta: 1 day, 22:39:42 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.9057 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.5360 loss: 4.5360 2022/06/25 13:33:53 - mmengine - INFO - Epoch(train) [10][3300/3757] lr: 9.938e-03 eta: 1 day, 22:39:37 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 3.9786 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8851 loss: 3.8851 2022/06/25 13:33:59 - mmengine - INFO - Epoch(train) [10][3320/3757] lr: 9.938e-03 eta: 1 day, 22:39:32 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.4157 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0739 loss: 4.0739 2022/06/25 13:34:04 - mmengine - INFO - Epoch(train) [10][3340/3757] lr: 9.938e-03 eta: 1 day, 22:39:28 time: 0.263 data_time: 0.029 memory: 5036 grad_norm: 4.0633 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0525 loss: 4.0525 2022/06/25 13:34:09 - mmengine - INFO - Epoch(train) [10][3360/3757] lr: 9.938e-03 eta: 1 day, 22:39:22 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.9754 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.8928 loss: 3.8928 2022/06/25 13:34:14 - mmengine - INFO - Epoch(train) [10][3380/3757] lr: 9.938e-03 eta: 1 day, 22:39:18 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 3.9361 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0057 loss: 4.0057 2022/06/25 13:34:20 - mmengine - INFO - Epoch(train) [10][3400/3757] lr: 9.938e-03 eta: 1 day, 22:39:10 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.2152 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7548 loss: 3.7548 2022/06/25 13:34:25 - mmengine - INFO - Epoch(train) [10][3420/3757] lr: 9.938e-03 eta: 1 day, 22:39:05 time: 0.262 data_time: 0.027 memory: 5036 grad_norm: 4.3464 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1805 loss: 4.1805 2022/06/25 13:34:30 - mmengine - INFO - Epoch(train) [10][3440/3757] lr: 9.938e-03 eta: 1 day, 22:38:58 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.6720 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1657 loss: 4.1657 2022/06/25 13:34:35 - mmengine - INFO - Epoch(train) [10][3460/3757] lr: 9.938e-03 eta: 1 day, 22:38:53 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 3.9950 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.3085 loss: 4.3085 2022/06/25 13:34:41 - mmengine - INFO - Epoch(train) [10][3480/3757] lr: 9.938e-03 eta: 1 day, 22:38:52 time: 0.284 data_time: 0.002 memory: 5036 grad_norm: 3.9709 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1490 loss: 4.1490 2022/06/25 13:34:46 - mmengine - INFO - Epoch(train) [10][3500/3757] lr: 9.938e-03 eta: 1 day, 22:38:47 time: 0.269 data_time: 0.032 memory: 5036 grad_norm: 3.5511 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0709 loss: 4.0709 2022/06/25 13:34:51 - mmengine - INFO - Epoch(train) [10][3520/3757] lr: 9.938e-03 eta: 1 day, 22:38:43 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.9187 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8987 loss: 3.8987 2022/06/25 13:34:57 - mmengine - INFO - Epoch(train) [10][3540/3757] lr: 9.938e-03 eta: 1 day, 22:38:41 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.7420 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6912 loss: 3.6912 2022/06/25 13:35:02 - mmengine - INFO - Epoch(train) [10][3560/3757] lr: 9.938e-03 eta: 1 day, 22:38:34 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 4.0121 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0909 loss: 4.0909 2022/06/25 13:35:07 - mmengine - INFO - Epoch(train) [10][3580/3757] lr: 9.938e-03 eta: 1 day, 22:38:33 time: 0.286 data_time: 0.044 memory: 5036 grad_norm: 4.1794 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7645 loss: 3.7645 2022/06/25 13:35:13 - mmengine - INFO - Epoch(train) [10][3600/3757] lr: 9.938e-03 eta: 1 day, 22:38:32 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.2162 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5920 loss: 3.5920 2022/06/25 13:35:18 - mmengine - INFO - Epoch(train) [10][3620/3757] lr: 9.938e-03 eta: 1 day, 22:38:26 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.8765 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1632 loss: 4.1632 2022/06/25 13:35:23 - mmengine - INFO - Epoch(train) [10][3640/3757] lr: 9.938e-03 eta: 1 day, 22:38:19 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.7470 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9694 loss: 3.9694 2022/06/25 13:35:29 - mmengine - INFO - Epoch(train) [10][3660/3757] lr: 9.938e-03 eta: 1 day, 22:38:12 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8745 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6071 loss: 3.6071 2022/06/25 13:35:34 - mmengine - INFO - Epoch(train) [10][3680/3757] lr: 9.938e-03 eta: 1 day, 22:38:04 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.0072 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.4210 loss: 4.4210 2022/06/25 13:35:39 - mmengine - INFO - Epoch(train) [10][3700/3757] lr: 9.938e-03 eta: 1 day, 22:38:01 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.3067 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2181 loss: 4.2181 2022/06/25 13:35:44 - mmengine - INFO - Epoch(train) [10][3720/3757] lr: 9.938e-03 eta: 1 day, 22:37:54 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 4.3941 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9954 loss: 3.9954 2022/06/25 13:35:49 - mmengine - INFO - Epoch(train) [10][3740/3757] lr: 9.938e-03 eta: 1 day, 22:37:46 time: 0.239 data_time: 0.002 memory: 5036 grad_norm: 4.2520 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1223 loss: 4.1223 2022/06/25 13:35:53 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:35:53 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/06/25 13:36:07 - mmengine - INFO - Epoch(val) [10][20/310] eta: 0:01:45 time: 0.103 data_time: 0.002 memory: 5036 2022/06/25 13:36:11 - mmengine - INFO - Epoch(val) [10][40/310] eta: 0:01:34 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 13:36:16 - mmengine - INFO - Epoch(val) [10][60/310] eta: 0:00:26 time: 0.113 data_time: 0.005 memory: 1723 2022/06/25 13:36:20 - mmengine - INFO - Epoch(val) [10][80/310] eta: 0:00:24 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 13:36:27 - mmengine - INFO - Epoch(val) [10][100/310] eta: 0:01:12 time: 0.179 data_time: 0.077 memory: 1723 2022/06/25 13:36:32 - mmengine - INFO - Epoch(val) [10][120/310] eta: 0:01:11 time: 0.177 data_time: 0.008 memory: 1723 2022/06/25 13:36:37 - mmengine - INFO - Epoch(val) [10][140/310] eta: 0:00:24 time: 0.106 data_time: 0.004 memory: 1723 2022/06/25 13:36:41 - mmengine - INFO - Epoch(val) [10][160/310] eta: 0:00:15 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 13:36:49 - mmengine - INFO - Epoch(val) [10][180/310] eta: 0:00:45 time: 0.433 data_time: 0.327 memory: 1723 2022/06/25 13:36:53 - mmengine - INFO - Epoch(val) [10][200/310] eta: 0:00:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 13:36:58 - mmengine - INFO - Epoch(val) [10][220/310] eta: 0:00:14 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:37:03 - mmengine - INFO - Epoch(val) [10][240/310] eta: 0:00:07 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 13:37:10 - mmengine - INFO - Epoch(val) [10][260/310] eta: 0:00:17 time: 0.595 data_time: 0.490 memory: 1723 2022/06/25 13:37:13 - mmengine - INFO - Epoch(val) [10][280/310] eta: 0:00:07 time: 0.107 data_time: 0.002 memory: 1723 2022/06/25 13:37:16 - mmengine - INFO - Epoch(val) [10][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 13:37:18 - mmengine - INFO - Epoch(val) [10][310/310] acc/top1: 0.2208 acc/top5: 0.4759 acc/mean1: 0.2205 2022/06/25 13:37:28 - mmengine - INFO - Epoch(train) [11][20/3757] lr: 9.924e-03 eta: 1 day, 22:38:19 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0703 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9752 loss: 3.9752 2022/06/25 13:37:33 - mmengine - INFO - Epoch(train) [11][40/3757] lr: 9.924e-03 eta: 1 day, 22:38:18 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.9072 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.4193 loss: 4.4193 2022/06/25 13:37:38 - mmengine - INFO - Epoch(train) [11][60/3757] lr: 9.924e-03 eta: 1 day, 22:38:12 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2691 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9188 loss: 3.9188 2022/06/25 13:37:44 - mmengine - INFO - Epoch(train) [11][80/3757] lr: 9.924e-03 eta: 1 day, 22:38:13 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.1115 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5264 loss: 3.5264 2022/06/25 13:37:49 - mmengine - INFO - Epoch(train) [11][100/3757] lr: 9.924e-03 eta: 1 day, 22:38:06 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.9548 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6808 loss: 3.6808 2022/06/25 13:37:54 - mmengine - INFO - Epoch(train) [11][120/3757] lr: 9.924e-03 eta: 1 day, 22:37:58 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.5722 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.1846 loss: 4.1846 2022/06/25 13:37:59 - mmengine - INFO - Epoch(train) [11][140/3757] lr: 9.924e-03 eta: 1 day, 22:37:53 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2854 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0249 loss: 4.0249 2022/06/25 13:38:05 - mmengine - INFO - Epoch(train) [11][160/3757] lr: 9.924e-03 eta: 1 day, 22:37:45 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0431 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1842 loss: 4.1842 2022/06/25 13:38:10 - mmengine - INFO - Epoch(train) [11][180/3757] lr: 9.924e-03 eta: 1 day, 22:37:47 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.1720 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9713 loss: 3.9713 2022/06/25 13:38:15 - mmengine - INFO - Epoch(train) [11][200/3757] lr: 9.924e-03 eta: 1 day, 22:37:39 time: 0.239 data_time: 0.002 memory: 5036 grad_norm: 4.0053 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8822 loss: 3.8822 2022/06/25 13:38:21 - mmengine - INFO - Epoch(train) [11][220/3757] lr: 9.924e-03 eta: 1 day, 22:37:33 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.0502 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8500 loss: 3.8500 2022/06/25 13:38:26 - mmengine - INFO - Epoch(train) [11][240/3757] lr: 9.924e-03 eta: 1 day, 22:37:37 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.0345 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2754 loss: 4.2754 2022/06/25 13:38:32 - mmengine - INFO - Epoch(train) [11][260/3757] lr: 9.924e-03 eta: 1 day, 22:37:30 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.9018 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9716 loss: 3.9716 2022/06/25 13:38:37 - mmengine - INFO - Epoch(train) [11][280/3757] lr: 9.924e-03 eta: 1 day, 22:37:25 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.2542 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0719 loss: 4.0719 2022/06/25 13:38:42 - mmengine - INFO - Epoch(train) [11][300/3757] lr: 9.924e-03 eta: 1 day, 22:37:17 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.9462 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9664 loss: 3.9664 2022/06/25 13:38:47 - mmengine - INFO - Epoch(train) [11][320/3757] lr: 9.924e-03 eta: 1 day, 22:37:11 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.1200 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9613 loss: 3.9613 2022/06/25 13:38:52 - mmengine - INFO - Epoch(train) [11][340/3757] lr: 9.924e-03 eta: 1 day, 22:37:07 time: 0.350 data_time: 0.002 memory: 5036 grad_norm: 3.8741 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3316 loss: 3.3316 2022/06/25 13:38:58 - mmengine - INFO - Epoch(train) [11][360/3757] lr: 9.924e-03 eta: 1 day, 22:36:59 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.4055 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8863 loss: 3.8863 2022/06/25 13:39:03 - mmengine - INFO - Epoch(train) [11][380/3757] lr: 9.924e-03 eta: 1 day, 22:36:51 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 3.7243 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5761 loss: 3.5761 2022/06/25 13:39:08 - mmengine - INFO - Epoch(train) [11][400/3757] lr: 9.924e-03 eta: 1 day, 22:36:43 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.2216 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2863 loss: 4.2863 2022/06/25 13:39:13 - mmengine - INFO - Epoch(train) [11][420/3757] lr: 9.924e-03 eta: 1 day, 22:36:36 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.8155 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9398 loss: 3.9398 2022/06/25 13:39:15 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:39:18 - mmengine - INFO - Epoch(train) [11][440/3757] lr: 9.924e-03 eta: 1 day, 22:36:28 time: 0.251 data_time: 0.015 memory: 5036 grad_norm: 4.0490 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8735 loss: 3.8735 2022/06/25 13:39:24 - mmengine - INFO - Epoch(train) [11][460/3757] lr: 9.924e-03 eta: 1 day, 22:36:28 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.0970 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2404 loss: 4.2404 2022/06/25 13:39:29 - mmengine - INFO - Epoch(train) [11][480/3757] lr: 9.924e-03 eta: 1 day, 22:36:21 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.1004 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8375 loss: 3.8375 2022/06/25 13:39:34 - mmengine - INFO - Epoch(train) [11][500/3757] lr: 9.924e-03 eta: 1 day, 22:36:15 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.9769 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9038 loss: 3.9038 2022/06/25 13:39:39 - mmengine - INFO - Epoch(train) [11][520/3757] lr: 9.924e-03 eta: 1 day, 22:36:07 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 4.1089 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1062 loss: 4.1062 2022/06/25 13:39:45 - mmengine - INFO - Epoch(train) [11][540/3757] lr: 9.924e-03 eta: 1 day, 22:36:09 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.4658 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.7977 loss: 3.7977 2022/06/25 13:39:50 - mmengine - INFO - Epoch(train) [11][560/3757] lr: 9.924e-03 eta: 1 day, 22:36:02 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.6345 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.3019 loss: 4.3019 2022/06/25 13:39:55 - mmengine - INFO - Epoch(train) [11][580/3757] lr: 9.924e-03 eta: 1 day, 22:35:58 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.2433 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.2169 loss: 4.2169 2022/06/25 13:40:00 - mmengine - INFO - Epoch(train) [11][600/3757] lr: 9.924e-03 eta: 1 day, 22:35:49 time: 0.256 data_time: 0.015 memory: 5036 grad_norm: 3.9653 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0530 loss: 4.0530 2022/06/25 13:40:05 - mmengine - INFO - Epoch(train) [11][620/3757] lr: 9.924e-03 eta: 1 day, 22:35:43 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.5807 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0029 loss: 4.0029 2022/06/25 13:40:11 - mmengine - INFO - Epoch(train) [11][640/3757] lr: 9.924e-03 eta: 1 day, 22:35:35 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.7796 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7869 loss: 3.7869 2022/06/25 13:40:16 - mmengine - INFO - Epoch(train) [11][660/3757] lr: 9.924e-03 eta: 1 day, 22:35:29 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.4498 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8670 loss: 3.8670 2022/06/25 13:40:21 - mmengine - INFO - Epoch(train) [11][680/3757] lr: 9.924e-03 eta: 1 day, 22:35:21 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.1382 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8994 loss: 3.8994 2022/06/25 13:40:26 - mmengine - INFO - Epoch(train) [11][700/3757] lr: 9.924e-03 eta: 1 day, 22:35:15 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.7199 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.0240 loss: 4.0240 2022/06/25 13:40:31 - mmengine - INFO - Epoch(train) [11][720/3757] lr: 9.924e-03 eta: 1 day, 22:35:06 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.9434 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9963 loss: 3.9963 2022/06/25 13:40:36 - mmengine - INFO - Epoch(train) [11][740/3757] lr: 9.924e-03 eta: 1 day, 22:34:59 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.9101 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.7484 loss: 3.7484 2022/06/25 13:40:41 - mmengine - INFO - Epoch(train) [11][760/3757] lr: 9.924e-03 eta: 1 day, 22:34:51 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 4.0206 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5969 loss: 3.5969 2022/06/25 13:40:47 - mmengine - INFO - Epoch(train) [11][780/3757] lr: 9.924e-03 eta: 1 day, 22:34:49 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 3.8477 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0202 loss: 4.0202 2022/06/25 13:40:52 - mmengine - INFO - Epoch(train) [11][800/3757] lr: 9.924e-03 eta: 1 day, 22:34:41 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.6628 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6159 loss: 3.6159 2022/06/25 13:40:57 - mmengine - INFO - Epoch(train) [11][820/3757] lr: 9.924e-03 eta: 1 day, 22:34:35 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.8361 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.9072 loss: 3.9072 2022/06/25 13:41:02 - mmengine - INFO - Epoch(train) [11][840/3757] lr: 9.924e-03 eta: 1 day, 22:34:28 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.0535 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7897 loss: 3.7897 2022/06/25 13:41:08 - mmengine - INFO - Epoch(train) [11][860/3757] lr: 9.924e-03 eta: 1 day, 22:34:22 time: 0.260 data_time: 0.020 memory: 5036 grad_norm: 4.3104 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6859 loss: 3.6859 2022/06/25 13:41:13 - mmengine - INFO - Epoch(train) [11][880/3757] lr: 9.924e-03 eta: 1 day, 22:34:14 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.1323 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 4.0098 loss: 4.0098 2022/06/25 13:41:18 - mmengine - INFO - Epoch(train) [11][900/3757] lr: 9.924e-03 eta: 1 day, 22:34:08 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 4.3943 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9463 loss: 3.9463 2022/06/25 13:41:23 - mmengine - INFO - Epoch(train) [11][920/3757] lr: 9.924e-03 eta: 1 day, 22:34:03 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 3.9693 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2717 loss: 4.2717 2022/06/25 13:41:29 - mmengine - INFO - Epoch(train) [11][940/3757] lr: 9.924e-03 eta: 1 day, 22:34:02 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.8426 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8749 loss: 3.8749 2022/06/25 13:41:34 - mmengine - INFO - Epoch(train) [11][960/3757] lr: 9.924e-03 eta: 1 day, 22:33:55 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.4780 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.8394 loss: 3.8394 2022/06/25 13:41:39 - mmengine - INFO - Epoch(train) [11][980/3757] lr: 9.924e-03 eta: 1 day, 22:33:49 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.8522 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6454 loss: 3.6454 2022/06/25 13:41:44 - mmengine - INFO - Epoch(train) [11][1000/3757] lr: 9.924e-03 eta: 1 day, 22:33:47 time: 0.277 data_time: 0.016 memory: 5036 grad_norm: 4.2947 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1381 loss: 4.1381 2022/06/25 13:41:50 - mmengine - INFO - Epoch(train) [11][1020/3757] lr: 9.924e-03 eta: 1 day, 22:33:46 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.1758 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9453 loss: 3.9453 2022/06/25 13:41:55 - mmengine - INFO - Epoch(train) [11][1040/3757] lr: 9.924e-03 eta: 1 day, 22:33:45 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 4.0324 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 4.1331 loss: 4.1331 2022/06/25 13:42:01 - mmengine - INFO - Epoch(train) [11][1060/3757] lr: 9.924e-03 eta: 1 day, 22:33:38 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.0815 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9394 loss: 3.9394 2022/06/25 13:42:06 - mmengine - INFO - Epoch(train) [11][1080/3757] lr: 9.924e-03 eta: 1 day, 22:33:42 time: 0.266 data_time: 0.016 memory: 5036 grad_norm: 4.0102 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.3083 loss: 4.3083 2022/06/25 13:42:12 - mmengine - INFO - Epoch(train) [11][1100/3757] lr: 9.924e-03 eta: 1 day, 22:33:35 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.9590 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9427 loss: 3.9427 2022/06/25 13:42:17 - mmengine - INFO - Epoch(train) [11][1120/3757] lr: 9.924e-03 eta: 1 day, 22:33:29 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 3.9032 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8305 loss: 3.8305 2022/06/25 13:42:22 - mmengine - INFO - Epoch(train) [11][1140/3757] lr: 9.924e-03 eta: 1 day, 22:33:22 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.0520 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7847 loss: 3.7847 2022/06/25 13:42:27 - mmengine - INFO - Epoch(train) [11][1160/3757] lr: 9.924e-03 eta: 1 day, 22:33:19 time: 0.255 data_time: 0.017 memory: 5036 grad_norm: 4.2137 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0783 loss: 4.0783 2022/06/25 13:42:33 - mmengine - INFO - Epoch(train) [11][1180/3757] lr: 9.924e-03 eta: 1 day, 22:33:12 time: 0.277 data_time: 0.006 memory: 5036 grad_norm: 4.1624 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8969 loss: 3.8969 2022/06/25 13:42:38 - mmengine - INFO - Epoch(train) [11][1200/3757] lr: 9.924e-03 eta: 1 day, 22:33:04 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.0389 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9696 loss: 3.9696 2022/06/25 13:42:43 - mmengine - INFO - Epoch(train) [11][1220/3757] lr: 9.924e-03 eta: 1 day, 22:32:57 time: 0.296 data_time: 0.002 memory: 5036 grad_norm: 3.9718 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7615 loss: 3.7615 2022/06/25 13:42:48 - mmengine - INFO - Epoch(train) [11][1240/3757] lr: 9.924e-03 eta: 1 day, 22:32:49 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9996 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8014 loss: 3.8014 2022/06/25 13:42:53 - mmengine - INFO - Epoch(train) [11][1260/3757] lr: 9.924e-03 eta: 1 day, 22:32:42 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7864 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7884 loss: 3.7884 2022/06/25 13:42:58 - mmengine - INFO - Epoch(train) [11][1280/3757] lr: 9.924e-03 eta: 1 day, 22:32:35 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.1548 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1222 loss: 4.1222 2022/06/25 13:43:03 - mmengine - INFO - Epoch(train) [11][1300/3757] lr: 9.924e-03 eta: 1 day, 22:32:29 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.0455 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.6249 loss: 3.6249 2022/06/25 13:43:08 - mmengine - INFO - Epoch(train) [11][1320/3757] lr: 9.924e-03 eta: 1 day, 22:32:21 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.2104 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0333 loss: 4.0333 2022/06/25 13:43:14 - mmengine - INFO - Epoch(train) [11][1340/3757] lr: 9.924e-03 eta: 1 day, 22:32:14 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.3297 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9660 loss: 3.9660 2022/06/25 13:43:19 - mmengine - INFO - Epoch(train) [11][1360/3757] lr: 9.924e-03 eta: 1 day, 22:32:07 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.1679 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.0043 loss: 4.0043 2022/06/25 13:43:24 - mmengine - INFO - Epoch(train) [11][1380/3757] lr: 9.924e-03 eta: 1 day, 22:32:00 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.6746 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9933 loss: 3.9933 2022/06/25 13:43:29 - mmengine - INFO - Epoch(train) [11][1400/3757] lr: 9.924e-03 eta: 1 day, 22:31:53 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.7495 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4797 loss: 3.4797 2022/06/25 13:43:35 - mmengine - INFO - Epoch(train) [11][1420/3757] lr: 9.924e-03 eta: 1 day, 22:31:59 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.3757 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0713 loss: 4.0713 2022/06/25 13:43:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:43:40 - mmengine - INFO - Epoch(train) [11][1440/3757] lr: 9.924e-03 eta: 1 day, 22:31:51 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.9025 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9586 loss: 3.9586 2022/06/25 13:43:45 - mmengine - INFO - Epoch(train) [11][1460/3757] lr: 9.924e-03 eta: 1 day, 22:31:47 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 3.9538 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0985 loss: 4.0985 2022/06/25 13:43:51 - mmengine - INFO - Epoch(train) [11][1480/3757] lr: 9.924e-03 eta: 1 day, 22:31:39 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.2219 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9806 loss: 3.9806 2022/06/25 13:43:56 - mmengine - INFO - Epoch(train) [11][1500/3757] lr: 9.924e-03 eta: 1 day, 22:31:33 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 4.0916 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0894 loss: 4.0894 2022/06/25 13:44:04 - mmengine - INFO - Epoch(train) [11][1520/3757] lr: 9.924e-03 eta: 1 day, 22:32:14 time: 0.274 data_time: 0.038 memory: 5036 grad_norm: 3.8553 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.1310 loss: 4.1310 2022/06/25 13:44:09 - mmengine - INFO - Epoch(train) [11][1540/3757] lr: 9.924e-03 eta: 1 day, 22:32:07 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 3.8269 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2022 loss: 4.2022 2022/06/25 13:44:14 - mmengine - INFO - Epoch(train) [11][1560/3757] lr: 9.924e-03 eta: 1 day, 22:31:59 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.3085 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2273 loss: 4.2273 2022/06/25 13:44:19 - mmengine - INFO - Epoch(train) [11][1580/3757] lr: 9.924e-03 eta: 1 day, 22:31:52 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.2918 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9841 loss: 3.9841 2022/06/25 13:44:25 - mmengine - INFO - Epoch(train) [11][1600/3757] lr: 9.924e-03 eta: 1 day, 22:31:50 time: 0.278 data_time: 0.002 memory: 5036 grad_norm: 4.0747 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8840 loss: 3.8840 2022/06/25 13:44:30 - mmengine - INFO - Epoch(train) [11][1620/3757] lr: 9.924e-03 eta: 1 day, 22:31:43 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.4519 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.9268 loss: 3.9268 2022/06/25 13:44:37 - mmengine - INFO - Epoch(train) [11][1640/3757] lr: 9.924e-03 eta: 1 day, 22:32:07 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 3.9247 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9162 loss: 3.9162 2022/06/25 13:44:42 - mmengine - INFO - Epoch(train) [11][1660/3757] lr: 9.924e-03 eta: 1 day, 22:32:00 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.4853 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6260 loss: 3.6260 2022/06/25 13:44:47 - mmengine - INFO - Epoch(train) [11][1680/3757] lr: 9.924e-03 eta: 1 day, 22:31:54 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 3.7838 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8783 loss: 3.8783 2022/06/25 13:44:53 - mmengine - INFO - Epoch(train) [11][1700/3757] lr: 9.924e-03 eta: 1 day, 22:31:48 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.9328 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8173 loss: 3.8173 2022/06/25 13:44:58 - mmengine - INFO - Epoch(train) [11][1720/3757] lr: 9.924e-03 eta: 1 day, 22:31:41 time: 0.257 data_time: 0.018 memory: 5036 grad_norm: 4.1102 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8262 loss: 3.8262 2022/06/25 13:45:03 - mmengine - INFO - Epoch(train) [11][1740/3757] lr: 9.924e-03 eta: 1 day, 22:31:36 time: 0.347 data_time: 0.002 memory: 5036 grad_norm: 4.3581 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8601 loss: 3.8601 2022/06/25 13:45:08 - mmengine - INFO - Epoch(train) [11][1760/3757] lr: 9.924e-03 eta: 1 day, 22:31:30 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.0088 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1511 loss: 4.1511 2022/06/25 13:45:13 - mmengine - INFO - Epoch(train) [11][1780/3757] lr: 9.924e-03 eta: 1 day, 22:31:24 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.1085 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7401 loss: 3.7401 2022/06/25 13:45:19 - mmengine - INFO - Epoch(train) [11][1800/3757] lr: 9.924e-03 eta: 1 day, 22:31:27 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.0396 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7881 loss: 3.7881 2022/06/25 13:45:25 - mmengine - INFO - Epoch(train) [11][1820/3757] lr: 9.924e-03 eta: 1 day, 22:31:35 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.3990 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9257 loss: 3.9257 2022/06/25 13:45:30 - mmengine - INFO - Epoch(train) [11][1840/3757] lr: 9.924e-03 eta: 1 day, 22:31:28 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8919 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0145 loss: 4.0145 2022/06/25 13:45:36 - mmengine - INFO - Epoch(train) [11][1860/3757] lr: 9.924e-03 eta: 1 day, 22:31:20 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.2214 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3606 loss: 4.3606 2022/06/25 13:45:41 - mmengine - INFO - Epoch(train) [11][1880/3757] lr: 9.924e-03 eta: 1 day, 22:31:11 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.4154 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0347 loss: 4.0347 2022/06/25 13:45:46 - mmengine - INFO - Epoch(train) [11][1900/3757] lr: 9.924e-03 eta: 1 day, 22:31:07 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.3148 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1709 loss: 4.1709 2022/06/25 13:45:51 - mmengine - INFO - Epoch(train) [11][1920/3757] lr: 9.924e-03 eta: 1 day, 22:30:58 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.9977 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8388 loss: 3.8388 2022/06/25 13:45:56 - mmengine - INFO - Epoch(train) [11][1940/3757] lr: 9.924e-03 eta: 1 day, 22:30:50 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.8915 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0375 loss: 4.0375 2022/06/25 13:46:01 - mmengine - INFO - Epoch(train) [11][1960/3757] lr: 9.924e-03 eta: 1 day, 22:30:42 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.8323 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0503 loss: 4.0503 2022/06/25 13:46:06 - mmengine - INFO - Epoch(train) [11][1980/3757] lr: 9.924e-03 eta: 1 day, 22:30:34 time: 0.252 data_time: 0.014 memory: 5036 grad_norm: 3.9823 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9980 loss: 3.9980 2022/06/25 13:46:11 - mmengine - INFO - Epoch(train) [11][2000/3757] lr: 9.924e-03 eta: 1 day, 22:30:25 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.0516 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8832 loss: 3.8832 2022/06/25 13:46:16 - mmengine - INFO - Epoch(train) [11][2020/3757] lr: 9.924e-03 eta: 1 day, 22:30:18 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.0477 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5371 loss: 3.5371 2022/06/25 13:46:22 - mmengine - INFO - Epoch(train) [11][2040/3757] lr: 9.924e-03 eta: 1 day, 22:30:11 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.9063 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.9515 loss: 3.9515 2022/06/25 13:46:27 - mmengine - INFO - Epoch(train) [11][2060/3757] lr: 9.924e-03 eta: 1 day, 22:30:07 time: 0.256 data_time: 0.015 memory: 5036 grad_norm: 4.2606 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0543 loss: 4.0543 2022/06/25 13:46:32 - mmengine - INFO - Epoch(train) [11][2080/3757] lr: 9.924e-03 eta: 1 day, 22:30:00 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.8980 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.6962 loss: 3.6962 2022/06/25 13:46:38 - mmengine - INFO - Epoch(train) [11][2100/3757] lr: 9.924e-03 eta: 1 day, 22:29:58 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 3.9003 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9756 loss: 3.9756 2022/06/25 13:46:43 - mmengine - INFO - Epoch(train) [11][2120/3757] lr: 9.924e-03 eta: 1 day, 22:29:50 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.8607 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8989 loss: 3.8989 2022/06/25 13:46:48 - mmengine - INFO - Epoch(train) [11][2140/3757] lr: 9.924e-03 eta: 1 day, 22:29:49 time: 0.274 data_time: 0.009 memory: 5036 grad_norm: 4.1834 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1723 loss: 4.1723 2022/06/25 13:46:53 - mmengine - INFO - Epoch(train) [11][2160/3757] lr: 9.924e-03 eta: 1 day, 22:29:45 time: 0.373 data_time: 0.029 memory: 5036 grad_norm: 3.9745 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5872 loss: 3.5872 2022/06/25 13:46:59 - mmengine - INFO - Epoch(train) [11][2180/3757] lr: 9.924e-03 eta: 1 day, 22:29:38 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.6178 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7274 loss: 3.7274 2022/06/25 13:47:04 - mmengine - INFO - Epoch(train) [11][2200/3757] lr: 9.924e-03 eta: 1 day, 22:29:38 time: 0.263 data_time: 0.024 memory: 5036 grad_norm: 3.8582 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6843 loss: 3.6843 2022/06/25 13:47:09 - mmengine - INFO - Epoch(train) [11][2220/3757] lr: 9.924e-03 eta: 1 day, 22:29:31 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.9727 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9658 loss: 3.9658 2022/06/25 13:47:15 - mmengine - INFO - Epoch(train) [11][2240/3757] lr: 9.924e-03 eta: 1 day, 22:29:27 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.2324 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6914 loss: 3.6914 2022/06/25 13:47:20 - mmengine - INFO - Epoch(train) [11][2260/3757] lr: 9.924e-03 eta: 1 day, 22:29:21 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.3004 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.6054 loss: 3.6054 2022/06/25 13:47:25 - mmengine - INFO - Epoch(train) [11][2280/3757] lr: 9.924e-03 eta: 1 day, 22:29:13 time: 0.275 data_time: 0.022 memory: 5036 grad_norm: 4.4042 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7724 loss: 3.7724 2022/06/25 13:47:30 - mmengine - INFO - Epoch(train) [11][2300/3757] lr: 9.924e-03 eta: 1 day, 22:29:07 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.8685 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7474 loss: 3.7474 2022/06/25 13:47:35 - mmengine - INFO - Epoch(train) [11][2320/3757] lr: 9.924e-03 eta: 1 day, 22:29:00 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 3.9057 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.8406 loss: 3.8406 2022/06/25 13:47:41 - mmengine - INFO - Epoch(train) [11][2340/3757] lr: 9.924e-03 eta: 1 day, 22:28:54 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 4.1379 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8300 loss: 3.8300 2022/06/25 13:47:46 - mmengine - INFO - Epoch(train) [11][2360/3757] lr: 9.924e-03 eta: 1 day, 22:28:47 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.7763 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9989 loss: 3.9989 2022/06/25 13:47:51 - mmengine - INFO - Epoch(train) [11][2380/3757] lr: 9.924e-03 eta: 1 day, 22:28:40 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.8876 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7075 loss: 3.7075 2022/06/25 13:47:56 - mmengine - INFO - Epoch(train) [11][2400/3757] lr: 9.924e-03 eta: 1 day, 22:28:33 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.1180 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 4.0277 loss: 4.0277 2022/06/25 13:48:01 - mmengine - INFO - Epoch(train) [11][2420/3757] lr: 9.924e-03 eta: 1 day, 22:28:27 time: 0.262 data_time: 0.027 memory: 5036 grad_norm: 4.3238 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.3810 loss: 4.3810 2022/06/25 13:48:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:48:06 - mmengine - INFO - Epoch(train) [11][2440/3757] lr: 9.924e-03 eta: 1 day, 22:28:19 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9364 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9153 loss: 3.9153 2022/06/25 13:48:12 - mmengine - INFO - Epoch(train) [11][2460/3757] lr: 9.924e-03 eta: 1 day, 22:28:12 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.5332 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8863 loss: 3.8863 2022/06/25 13:48:17 - mmengine - INFO - Epoch(train) [11][2480/3757] lr: 9.924e-03 eta: 1 day, 22:28:16 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.3274 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7878 loss: 3.7878 2022/06/25 13:48:23 - mmengine - INFO - Epoch(train) [11][2500/3757] lr: 9.924e-03 eta: 1 day, 22:28:10 time: 0.273 data_time: 0.021 memory: 5036 grad_norm: 4.2046 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7565 loss: 3.7565 2022/06/25 13:48:28 - mmengine - INFO - Epoch(train) [11][2520/3757] lr: 9.924e-03 eta: 1 day, 22:28:04 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.9138 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9205 loss: 3.9205 2022/06/25 13:48:33 - mmengine - INFO - Epoch(train) [11][2540/3757] lr: 9.924e-03 eta: 1 day, 22:27:58 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.8764 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1168 loss: 4.1168 2022/06/25 13:48:38 - mmengine - INFO - Epoch(train) [11][2560/3757] lr: 9.924e-03 eta: 1 day, 22:27:54 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.9334 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3461 loss: 4.3461 2022/06/25 13:48:44 - mmengine - INFO - Epoch(train) [11][2580/3757] lr: 9.924e-03 eta: 1 day, 22:27:49 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 4.2474 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9342 loss: 3.9342 2022/06/25 13:48:49 - mmengine - INFO - Epoch(train) [11][2600/3757] lr: 9.924e-03 eta: 1 day, 22:27:41 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.4333 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6628 loss: 3.6628 2022/06/25 13:48:55 - mmengine - INFO - Epoch(train) [11][2620/3757] lr: 9.924e-03 eta: 1 day, 22:27:46 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.1501 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1015 loss: 4.1015 2022/06/25 13:49:00 - mmengine - INFO - Epoch(train) [11][2640/3757] lr: 9.924e-03 eta: 1 day, 22:27:38 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.2452 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0068 loss: 4.0068 2022/06/25 13:49:05 - mmengine - INFO - Epoch(train) [11][2660/3757] lr: 9.924e-03 eta: 1 day, 22:27:31 time: 0.282 data_time: 0.008 memory: 5036 grad_norm: 3.7164 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.4193 loss: 4.4193 2022/06/25 13:49:10 - mmengine - INFO - Epoch(train) [11][2680/3757] lr: 9.924e-03 eta: 1 day, 22:27:23 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1095 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7857 loss: 3.7857 2022/06/25 13:49:15 - mmengine - INFO - Epoch(train) [11][2700/3757] lr: 9.924e-03 eta: 1 day, 22:27:21 time: 0.252 data_time: 0.017 memory: 5036 grad_norm: 3.7253 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7409 loss: 3.7409 2022/06/25 13:49:20 - mmengine - INFO - Epoch(train) [11][2720/3757] lr: 9.924e-03 eta: 1 day, 22:27:13 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0400 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.3224 loss: 4.3224 2022/06/25 13:49:26 - mmengine - INFO - Epoch(train) [11][2740/3757] lr: 9.924e-03 eta: 1 day, 22:27:06 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.9434 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9102 loss: 3.9102 2022/06/25 13:49:36 - mmengine - INFO - Epoch(train) [11][2760/3757] lr: 9.924e-03 eta: 1 day, 22:28:18 time: 0.842 data_time: 0.002 memory: 5036 grad_norm: 4.7096 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8065 loss: 3.8065 2022/06/25 13:49:41 - mmengine - INFO - Epoch(train) [11][2780/3757] lr: 9.924e-03 eta: 1 day, 22:28:12 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 3.7676 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7025 loss: 3.7025 2022/06/25 13:49:46 - mmengine - INFO - Epoch(train) [11][2800/3757] lr: 9.924e-03 eta: 1 day, 22:28:04 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.2157 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9505 loss: 3.9505 2022/06/25 13:49:51 - mmengine - INFO - Epoch(train) [11][2820/3757] lr: 9.924e-03 eta: 1 day, 22:27:57 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 4.1110 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8078 loss: 3.8078 2022/06/25 13:49:57 - mmengine - INFO - Epoch(train) [11][2840/3757] lr: 9.924e-03 eta: 1 day, 22:27:53 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.0903 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9853 loss: 3.9853 2022/06/25 13:50:02 - mmengine - INFO - Epoch(train) [11][2860/3757] lr: 9.924e-03 eta: 1 day, 22:27:45 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.2629 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1378 loss: 4.1378 2022/06/25 13:50:07 - mmengine - INFO - Epoch(train) [11][2880/3757] lr: 9.924e-03 eta: 1 day, 22:27:36 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7956 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8181 loss: 3.8181 2022/06/25 13:50:12 - mmengine - INFO - Epoch(train) [11][2900/3757] lr: 9.924e-03 eta: 1 day, 22:27:30 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.1053 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0637 loss: 4.0637 2022/06/25 13:50:17 - mmengine - INFO - Epoch(train) [11][2920/3757] lr: 9.924e-03 eta: 1 day, 22:27:27 time: 0.288 data_time: 0.006 memory: 5036 grad_norm: 4.3434 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5307 loss: 3.5307 2022/06/25 13:50:23 - mmengine - INFO - Epoch(train) [11][2940/3757] lr: 9.924e-03 eta: 1 day, 22:27:20 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 3.9336 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1017 loss: 4.1017 2022/06/25 13:50:29 - mmengine - INFO - Epoch(train) [11][2960/3757] lr: 9.924e-03 eta: 1 day, 22:27:28 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0304 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7911 loss: 3.7911 2022/06/25 13:50:34 - mmengine - INFO - Epoch(train) [11][2980/3757] lr: 9.924e-03 eta: 1 day, 22:27:22 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 4.0730 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8645 loss: 3.8645 2022/06/25 13:50:39 - mmengine - INFO - Epoch(train) [11][3000/3757] lr: 9.924e-03 eta: 1 day, 22:27:14 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.9924 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9277 loss: 3.9277 2022/06/25 13:50:44 - mmengine - INFO - Epoch(train) [11][3020/3757] lr: 9.924e-03 eta: 1 day, 22:27:07 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.3693 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.7048 loss: 3.7048 2022/06/25 13:50:49 - mmengine - INFO - Epoch(train) [11][3040/3757] lr: 9.924e-03 eta: 1 day, 22:26:58 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 4.3750 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8366 loss: 3.8366 2022/06/25 13:50:55 - mmengine - INFO - Epoch(train) [11][3060/3757] lr: 9.924e-03 eta: 1 day, 22:26:57 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 4.1185 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9783 loss: 3.9783 2022/06/25 13:51:00 - mmengine - INFO - Epoch(train) [11][3080/3757] lr: 9.924e-03 eta: 1 day, 22:26:50 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.9313 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9239 loss: 3.9239 2022/06/25 13:51:06 - mmengine - INFO - Epoch(train) [11][3100/3757] lr: 9.924e-03 eta: 1 day, 22:26:52 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.9388 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6311 loss: 3.6311 2022/06/25 13:51:11 - mmengine - INFO - Epoch(train) [11][3120/3757] lr: 9.924e-03 eta: 1 day, 22:26:45 time: 0.285 data_time: 0.002 memory: 5036 grad_norm: 4.3368 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7826 loss: 3.7826 2022/06/25 13:51:16 - mmengine - INFO - Epoch(train) [11][3140/3757] lr: 9.924e-03 eta: 1 day, 22:26:39 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 3.7659 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9087 loss: 3.9087 2022/06/25 13:51:21 - mmengine - INFO - Epoch(train) [11][3160/3757] lr: 9.924e-03 eta: 1 day, 22:26:31 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2410 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7121 loss: 3.7121 2022/06/25 13:51:27 - mmengine - INFO - Epoch(train) [11][3180/3757] lr: 9.924e-03 eta: 1 day, 22:26:34 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.0980 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.1216 loss: 4.1216 2022/06/25 13:51:32 - mmengine - INFO - Epoch(train) [11][3200/3757] lr: 9.924e-03 eta: 1 day, 22:26:25 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.0373 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9553 loss: 3.9553 2022/06/25 13:51:37 - mmengine - INFO - Epoch(train) [11][3220/3757] lr: 9.924e-03 eta: 1 day, 22:26:21 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8855 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6430 loss: 3.6430 2022/06/25 13:51:42 - mmengine - INFO - Epoch(train) [11][3240/3757] lr: 9.924e-03 eta: 1 day, 22:26:12 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.1095 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1370 loss: 4.1370 2022/06/25 13:51:48 - mmengine - INFO - Epoch(train) [11][3260/3757] lr: 9.924e-03 eta: 1 day, 22:26:08 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.0770 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8161 loss: 3.8161 2022/06/25 13:51:53 - mmengine - INFO - Epoch(train) [11][3280/3757] lr: 9.924e-03 eta: 1 day, 22:25:59 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 4.4905 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6855 loss: 3.6855 2022/06/25 13:51:58 - mmengine - INFO - Epoch(train) [11][3300/3757] lr: 9.924e-03 eta: 1 day, 22:25:51 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.6442 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0000 loss: 4.0000 2022/06/25 13:52:03 - mmengine - INFO - Epoch(train) [11][3320/3757] lr: 9.924e-03 eta: 1 day, 22:25:41 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9147 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2190 loss: 4.2190 2022/06/25 13:52:08 - mmengine - INFO - Epoch(train) [11][3340/3757] lr: 9.924e-03 eta: 1 day, 22:25:43 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 4.3335 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5366 loss: 3.5366 2022/06/25 13:52:13 - mmengine - INFO - Epoch(train) [11][3360/3757] lr: 9.924e-03 eta: 1 day, 22:25:34 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.3686 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1601 loss: 4.1601 2022/06/25 13:52:19 - mmengine - INFO - Epoch(train) [11][3380/3757] lr: 9.924e-03 eta: 1 day, 22:25:27 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 3.8300 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9634 loss: 3.9634 2022/06/25 13:52:24 - mmengine - INFO - Epoch(train) [11][3400/3757] lr: 9.924e-03 eta: 1 day, 22:25:23 time: 0.275 data_time: 0.023 memory: 5036 grad_norm: 4.3886 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9184 loss: 3.9184 2022/06/25 13:52:29 - mmengine - INFO - Epoch(train) [11][3420/3757] lr: 9.924e-03 eta: 1 day, 22:25:15 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 3.8297 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0546 loss: 4.0546 2022/06/25 13:52:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:52:34 - mmengine - INFO - Epoch(train) [11][3440/3757] lr: 9.924e-03 eta: 1 day, 22:25:07 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1214 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.0313 loss: 4.0313 2022/06/25 13:52:39 - mmengine - INFO - Epoch(train) [11][3460/3757] lr: 9.924e-03 eta: 1 day, 22:25:00 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.0717 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9386 loss: 3.9386 2022/06/25 13:52:45 - mmengine - INFO - Epoch(train) [11][3480/3757] lr: 9.924e-03 eta: 1 day, 22:24:56 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.3036 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9034 loss: 3.9034 2022/06/25 13:52:50 - mmengine - INFO - Epoch(train) [11][3500/3757] lr: 9.924e-03 eta: 1 day, 22:24:49 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.7855 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6800 loss: 3.6800 2022/06/25 13:52:55 - mmengine - INFO - Epoch(train) [11][3520/3757] lr: 9.924e-03 eta: 1 day, 22:24:44 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 3.9578 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9743 loss: 3.9743 2022/06/25 13:53:00 - mmengine - INFO - Epoch(train) [11][3540/3757] lr: 9.924e-03 eta: 1 day, 22:24:37 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 3.5536 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0650 loss: 4.0650 2022/06/25 13:53:05 - mmengine - INFO - Epoch(train) [11][3560/3757] lr: 9.924e-03 eta: 1 day, 22:24:30 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.9420 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 4.0842 loss: 4.0842 2022/06/25 13:53:10 - mmengine - INFO - Epoch(train) [11][3580/3757] lr: 9.924e-03 eta: 1 day, 22:24:23 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 3.8603 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6129 loss: 3.6129 2022/06/25 13:53:16 - mmengine - INFO - Epoch(train) [11][3600/3757] lr: 9.924e-03 eta: 1 day, 22:24:17 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 4.5109 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8242 loss: 3.8242 2022/06/25 13:53:22 - mmengine - INFO - Epoch(train) [11][3620/3757] lr: 9.924e-03 eta: 1 day, 22:24:24 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.8423 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5375 loss: 3.5375 2022/06/25 13:53:27 - mmengine - INFO - Epoch(train) [11][3640/3757] lr: 9.924e-03 eta: 1 day, 22:24:17 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 4.1860 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7816 loss: 3.7816 2022/06/25 13:53:32 - mmengine - INFO - Epoch(train) [11][3660/3757] lr: 9.924e-03 eta: 1 day, 22:24:10 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.0659 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2209 loss: 4.2209 2022/06/25 13:53:37 - mmengine - INFO - Epoch(train) [11][3680/3757] lr: 9.924e-03 eta: 1 day, 22:24:03 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 4.0601 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.9065 loss: 3.9065 2022/06/25 13:53:42 - mmengine - INFO - Epoch(train) [11][3700/3757] lr: 9.924e-03 eta: 1 day, 22:23:56 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.3416 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8165 loss: 3.8165 2022/06/25 13:53:47 - mmengine - INFO - Epoch(train) [11][3720/3757] lr: 9.924e-03 eta: 1 day, 22:23:50 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 3.9164 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.9715 loss: 3.9715 2022/06/25 13:53:53 - mmengine - INFO - Epoch(train) [11][3740/3757] lr: 9.924e-03 eta: 1 day, 22:23:42 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 3.9006 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.9002 loss: 3.9002 2022/06/25 13:53:57 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:53:57 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/06/25 13:54:10 - mmengine - INFO - Epoch(val) [11][20/310] eta: 0:01:50 time: 0.409 data_time: 0.306 memory: 5036 2022/06/25 13:54:14 - mmengine - INFO - Epoch(val) [11][40/310] eta: 0:01:31 time: 0.107 data_time: 0.005 memory: 1723 2022/06/25 13:54:19 - mmengine - INFO - Epoch(val) [11][60/310] eta: 0:00:33 time: 0.111 data_time: 0.004 memory: 1723 2022/06/25 13:54:23 - mmengine - INFO - Epoch(val) [11][80/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:54:30 - mmengine - INFO - Epoch(val) [11][100/310] eta: 0:01:09 time: 0.329 data_time: 0.228 memory: 1723 2022/06/25 13:54:35 - mmengine - INFO - Epoch(val) [11][120/310] eta: 0:01:05 time: 0.204 data_time: 0.099 memory: 1723 2022/06/25 13:54:39 - mmengine - INFO - Epoch(val) [11][140/310] eta: 0:00:28 time: 0.188 data_time: 0.086 memory: 1723 2022/06/25 13:54:44 - mmengine - INFO - Epoch(val) [11][160/310] eta: 0:00:15 time: 0.110 data_time: 0.002 memory: 1723 2022/06/25 13:54:51 - mmengine - INFO - Epoch(val) [11][180/310] eta: 0:00:44 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:54:57 - mmengine - INFO - Epoch(val) [11][200/310] eta: 0:00:21 time: 0.957 data_time: 0.860 memory: 1723 2022/06/25 13:55:04 - mmengine - INFO - Epoch(val) [11][220/310] eta: 0:00:36 time: 2.295 data_time: 2.136 memory: 1723 2022/06/25 13:55:08 - mmengine - INFO - Epoch(val) [11][240/310] eta: 0:00:19 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 13:55:13 - mmengine - INFO - Epoch(val) [11][260/310] eta: 0:00:09 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 13:55:17 - mmengine - INFO - Epoch(val) [11][280/310] eta: 0:00:04 time: 0.115 data_time: 0.002 memory: 1723 2022/06/25 13:55:19 - mmengine - INFO - Epoch(val) [11][300/310] eta: 0:00:01 time: 0.101 data_time: 0.005 memory: 1723 2022/06/25 13:55:21 - mmengine - INFO - Epoch(val) [11][310/310] acc/top1: 0.2221 acc/top5: 0.4787 acc/mean1: 0.2219 2022/06/25 13:55:31 - mmengine - INFO - Epoch(train) [12][20/3757] lr: 9.908e-03 eta: 1 day, 22:24:06 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.2239 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3642 loss: 3.3642 2022/06/25 13:55:36 - mmengine - INFO - Epoch(train) [12][40/3757] lr: 9.908e-03 eta: 1 day, 22:24:01 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.7175 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.3018 loss: 4.3018 2022/06/25 13:55:41 - mmengine - INFO - Epoch(train) [12][60/3757] lr: 9.908e-03 eta: 1 day, 22:23:56 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.0484 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9969 loss: 3.9969 2022/06/25 13:55:47 - mmengine - INFO - Epoch(train) [12][80/3757] lr: 9.908e-03 eta: 1 day, 22:23:51 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.1637 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7882 loss: 3.7882 2022/06/25 13:55:52 - mmengine - INFO - Epoch(train) [12][100/3757] lr: 9.908e-03 eta: 1 day, 22:23:48 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.3167 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8410 loss: 3.8410 2022/06/25 13:55:57 - mmengine - INFO - Epoch(train) [12][120/3757] lr: 9.908e-03 eta: 1 day, 22:23:44 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.0217 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7894 loss: 3.7894 2022/06/25 13:56:03 - mmengine - INFO - Epoch(train) [12][140/3757] lr: 9.908e-03 eta: 1 day, 22:23:38 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1175 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7307 loss: 3.7307 2022/06/25 13:56:08 - mmengine - INFO - Epoch(train) [12][160/3757] lr: 9.908e-03 eta: 1 day, 22:23:35 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.2064 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.5928 loss: 4.5928 2022/06/25 13:56:15 - mmengine - INFO - Epoch(train) [12][180/3757] lr: 9.908e-03 eta: 1 day, 22:23:54 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2654 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0120 loss: 4.0120 2022/06/25 13:56:20 - mmengine - INFO - Epoch(train) [12][200/3757] lr: 9.908e-03 eta: 1 day, 22:23:47 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.4023 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9201 loss: 3.9201 2022/06/25 13:56:25 - mmengine - INFO - Epoch(train) [12][220/3757] lr: 9.908e-03 eta: 1 day, 22:23:41 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.7862 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.0508 loss: 4.0508 2022/06/25 13:56:30 - mmengine - INFO - Epoch(train) [12][240/3757] lr: 9.908e-03 eta: 1 day, 22:23:33 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.1516 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7463 loss: 3.7463 2022/06/25 13:56:36 - mmengine - INFO - Epoch(train) [12][260/3757] lr: 9.908e-03 eta: 1 day, 22:23:25 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8756 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4973 loss: 3.4973 2022/06/25 13:56:41 - mmengine - INFO - Epoch(train) [12][280/3757] lr: 9.908e-03 eta: 1 day, 22:23:16 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.0442 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7578 loss: 3.7578 2022/06/25 13:56:46 - mmengine - INFO - Epoch(train) [12][300/3757] lr: 9.908e-03 eta: 1 day, 22:23:11 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 3.8843 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5561 loss: 3.5561 2022/06/25 13:56:51 - mmengine - INFO - Epoch(train) [12][320/3757] lr: 9.908e-03 eta: 1 day, 22:23:03 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 3.6940 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 4.2160 loss: 4.2160 2022/06/25 13:57:04 - mmengine - INFO - Epoch(train) [12][340/3757] lr: 9.908e-03 eta: 1 day, 22:24:51 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 4.3265 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8790 loss: 3.8790 2022/06/25 13:57:09 - mmengine - INFO - Epoch(train) [12][360/3757] lr: 9.908e-03 eta: 1 day, 22:24:45 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3538 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1602 loss: 4.1602 2022/06/25 13:57:14 - mmengine - INFO - Epoch(train) [12][380/3757] lr: 9.908e-03 eta: 1 day, 22:24:35 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.0028 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8260 loss: 3.8260 2022/06/25 13:57:19 - mmengine - INFO - Epoch(train) [12][400/3757] lr: 9.908e-03 eta: 1 day, 22:24:27 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 3.9948 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8787 loss: 3.8787 2022/06/25 13:57:24 - mmengine - INFO - Epoch(train) [12][420/3757] lr: 9.908e-03 eta: 1 day, 22:24:18 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 3.5980 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.6967 loss: 3.6967 2022/06/25 13:57:29 - mmengine - INFO - Epoch(train) [12][440/3757] lr: 9.908e-03 eta: 1 day, 22:24:11 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.0934 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9164 loss: 3.9164 2022/06/25 13:57:34 - mmengine - INFO - Epoch(train) [12][460/3757] lr: 9.908e-03 eta: 1 day, 22:24:02 time: 0.282 data_time: 0.006 memory: 5036 grad_norm: 3.9025 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9659 loss: 3.9659 2022/06/25 13:57:39 - mmengine - INFO - Epoch(train) [12][480/3757] lr: 9.908e-03 eta: 1 day, 22:23:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 3.9311 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0475 loss: 4.0475 2022/06/25 13:57:44 - mmengine - INFO - Epoch(train) [12][500/3757] lr: 9.908e-03 eta: 1 day, 22:23:46 time: 0.325 data_time: 0.006 memory: 5036 grad_norm: 4.2681 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9625 loss: 3.9625 2022/06/25 13:57:49 - mmengine - INFO - Epoch(train) [12][520/3757] lr: 9.908e-03 eta: 1 day, 22:23:37 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 4.6950 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9790 loss: 3.9790 2022/06/25 13:57:54 - mmengine - INFO - Epoch(train) [12][540/3757] lr: 9.908e-03 eta: 1 day, 22:23:29 time: 0.245 data_time: 0.011 memory: 5036 grad_norm: 3.7373 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0192 loss: 4.0192 2022/06/25 13:58:00 - mmengine - INFO - Epoch(train) [12][560/3757] lr: 9.908e-03 eta: 1 day, 22:23:23 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.0398 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9483 loss: 3.9483 2022/06/25 13:58:05 - mmengine - INFO - Epoch(train) [12][580/3757] lr: 9.908e-03 eta: 1 day, 22:23:17 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.7625 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.9424 loss: 3.9424 2022/06/25 13:58:10 - mmengine - INFO - Epoch(train) [12][600/3757] lr: 9.908e-03 eta: 1 day, 22:23:13 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 3.9295 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.5235 loss: 4.5235 2022/06/25 13:58:15 - mmengine - INFO - Epoch(train) [12][620/3757] lr: 9.908e-03 eta: 1 day, 22:23:08 time: 0.256 data_time: 0.020 memory: 5036 grad_norm: 4.2778 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0236 loss: 4.0236 2022/06/25 13:58:21 - mmengine - INFO - Epoch(train) [12][640/3757] lr: 9.908e-03 eta: 1 day, 22:23:01 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 4.2184 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4643 loss: 3.4643 2022/06/25 13:58:26 - mmengine - INFO - Epoch(train) [12][660/3757] lr: 9.908e-03 eta: 1 day, 22:22:58 time: 0.239 data_time: 0.003 memory: 5036 grad_norm: 4.0686 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5980 loss: 3.5980 2022/06/25 13:58:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 13:58:31 - mmengine - INFO - Epoch(train) [12][680/3757] lr: 9.908e-03 eta: 1 day, 22:22:51 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.2178 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7528 loss: 3.7528 2022/06/25 13:58:36 - mmengine - INFO - Epoch(train) [12][700/3757] lr: 9.908e-03 eta: 1 day, 22:22:45 time: 0.262 data_time: 0.022 memory: 5036 grad_norm: 3.9367 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3013 loss: 3.3013 2022/06/25 13:58:42 - mmengine - INFO - Epoch(train) [12][720/3757] lr: 9.908e-03 eta: 1 day, 22:22:38 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.8925 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2477 loss: 3.2477 2022/06/25 13:58:47 - mmengine - INFO - Epoch(train) [12][740/3757] lr: 9.908e-03 eta: 1 day, 22:22:31 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.3244 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6622 loss: 3.6622 2022/06/25 13:58:52 - mmengine - INFO - Epoch(train) [12][760/3757] lr: 9.908e-03 eta: 1 day, 22:22:24 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 3.9709 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8060 loss: 3.8060 2022/06/25 13:58:57 - mmengine - INFO - Epoch(train) [12][780/3757] lr: 9.908e-03 eta: 1 day, 22:22:16 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 3.9798 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9394 loss: 3.9394 2022/06/25 13:59:02 - mmengine - INFO - Epoch(train) [12][800/3757] lr: 9.908e-03 eta: 1 day, 22:22:09 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.1428 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.6365 loss: 3.6365 2022/06/25 13:59:08 - mmengine - INFO - Epoch(train) [12][820/3757] lr: 9.908e-03 eta: 1 day, 22:22:06 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.4529 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7722 loss: 3.7722 2022/06/25 13:59:13 - mmengine - INFO - Epoch(train) [12][840/3757] lr: 9.908e-03 eta: 1 day, 22:21:59 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.2012 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6962 loss: 3.6962 2022/06/25 13:59:18 - mmengine - INFO - Epoch(train) [12][860/3757] lr: 9.908e-03 eta: 1 day, 22:21:51 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2067 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9884 loss: 3.9884 2022/06/25 13:59:23 - mmengine - INFO - Epoch(train) [12][880/3757] lr: 9.908e-03 eta: 1 day, 22:21:44 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 3.9973 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3366 loss: 4.3366 2022/06/25 13:59:28 - mmengine - INFO - Epoch(train) [12][900/3757] lr: 9.908e-03 eta: 1 day, 22:21:38 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.9492 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6296 loss: 3.6296 2022/06/25 13:59:33 - mmengine - INFO - Epoch(train) [12][920/3757] lr: 9.908e-03 eta: 1 day, 22:21:32 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 4.3500 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9430 loss: 3.9430 2022/06/25 13:59:38 - mmengine - INFO - Epoch(train) [12][940/3757] lr: 9.908e-03 eta: 1 day, 22:21:24 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 3.8382 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8949 loss: 3.8949 2022/06/25 13:59:44 - mmengine - INFO - Epoch(train) [12][960/3757] lr: 9.908e-03 eta: 1 day, 22:21:17 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.9217 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0844 loss: 4.0844 2022/06/25 13:59:49 - mmengine - INFO - Epoch(train) [12][980/3757] lr: 9.908e-03 eta: 1 day, 22:21:15 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.0825 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8813 loss: 3.8813 2022/06/25 13:59:54 - mmengine - INFO - Epoch(train) [12][1000/3757] lr: 9.908e-03 eta: 1 day, 22:21:09 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 3.7707 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1856 loss: 4.1856 2022/06/25 14:00:00 - mmengine - INFO - Epoch(train) [12][1020/3757] lr: 9.908e-03 eta: 1 day, 22:21:03 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.4213 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4580 loss: 3.4580 2022/06/25 14:00:05 - mmengine - INFO - Epoch(train) [12][1040/3757] lr: 9.908e-03 eta: 1 day, 22:20:57 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.2642 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5217 loss: 3.5217 2022/06/25 14:00:10 - mmengine - INFO - Epoch(train) [12][1060/3757] lr: 9.908e-03 eta: 1 day, 22:20:50 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.3163 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5822 loss: 3.5822 2022/06/25 14:00:15 - mmengine - INFO - Epoch(train) [12][1080/3757] lr: 9.908e-03 eta: 1 day, 22:20:44 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.6146 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8362 loss: 3.8362 2022/06/25 14:00:20 - mmengine - INFO - Epoch(train) [12][1100/3757] lr: 9.908e-03 eta: 1 day, 22:20:37 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.8240 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7163 loss: 3.7163 2022/06/25 14:00:25 - mmengine - INFO - Epoch(train) [12][1120/3757] lr: 9.908e-03 eta: 1 day, 22:20:31 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.2799 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9524 loss: 3.9524 2022/06/25 14:00:31 - mmengine - INFO - Epoch(train) [12][1140/3757] lr: 9.908e-03 eta: 1 day, 22:20:28 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 4.7058 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7634 loss: 3.7634 2022/06/25 14:00:37 - mmengine - INFO - Epoch(train) [12][1160/3757] lr: 9.908e-03 eta: 1 day, 22:20:29 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.0605 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4752 loss: 3.4752 2022/06/25 14:00:42 - mmengine - INFO - Epoch(train) [12][1180/3757] lr: 9.908e-03 eta: 1 day, 22:20:24 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.7179 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7612 loss: 3.7612 2022/06/25 14:00:48 - mmengine - INFO - Epoch(train) [12][1200/3757] lr: 9.908e-03 eta: 1 day, 22:20:27 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.0879 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8887 loss: 3.8887 2022/06/25 14:00:53 - mmengine - INFO - Epoch(train) [12][1220/3757] lr: 9.908e-03 eta: 1 day, 22:20:20 time: 0.274 data_time: 0.034 memory: 5036 grad_norm: 3.8269 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8955 loss: 3.8955 2022/06/25 14:00:58 - mmengine - INFO - Epoch(train) [12][1240/3757] lr: 9.908e-03 eta: 1 day, 22:20:13 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.3842 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9218 loss: 3.9218 2022/06/25 14:01:03 - mmengine - INFO - Epoch(train) [12][1260/3757] lr: 9.908e-03 eta: 1 day, 22:20:05 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.6749 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9520 loss: 3.9520 2022/06/25 14:01:08 - mmengine - INFO - Epoch(train) [12][1280/3757] lr: 9.908e-03 eta: 1 day, 22:20:02 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.4128 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5009 loss: 3.5009 2022/06/25 14:01:14 - mmengine - INFO - Epoch(train) [12][1300/3757] lr: 9.908e-03 eta: 1 day, 22:19:54 time: 0.287 data_time: 0.042 memory: 5036 grad_norm: 4.0393 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6810 loss: 3.6810 2022/06/25 14:01:19 - mmengine - INFO - Epoch(train) [12][1320/3757] lr: 9.908e-03 eta: 1 day, 22:19:47 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.3953 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6163 loss: 3.6163 2022/06/25 14:01:24 - mmengine - INFO - Epoch(train) [12][1340/3757] lr: 9.908e-03 eta: 1 day, 22:19:39 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.8968 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7416 loss: 3.7416 2022/06/25 14:01:29 - mmengine - INFO - Epoch(train) [12][1360/3757] lr: 9.908e-03 eta: 1 day, 22:19:33 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.4120 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5738 loss: 3.5738 2022/06/25 14:01:34 - mmengine - INFO - Epoch(train) [12][1380/3757] lr: 9.908e-03 eta: 1 day, 22:19:26 time: 0.266 data_time: 0.023 memory: 5036 grad_norm: 4.4665 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9209 loss: 3.9209 2022/06/25 14:01:39 - mmengine - INFO - Epoch(train) [12][1400/3757] lr: 9.908e-03 eta: 1 day, 22:19:19 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.1570 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9070 loss: 3.9070 2022/06/25 14:01:45 - mmengine - INFO - Epoch(train) [12][1420/3757] lr: 9.908e-03 eta: 1 day, 22:19:12 time: 0.363 data_time: 0.005 memory: 5036 grad_norm: 4.3969 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7233 loss: 3.7233 2022/06/25 14:01:50 - mmengine - INFO - Epoch(train) [12][1440/3757] lr: 9.908e-03 eta: 1 day, 22:19:13 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.2273 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4709 loss: 3.4709 2022/06/25 14:01:55 - mmengine - INFO - Epoch(train) [12][1460/3757] lr: 9.908e-03 eta: 1 day, 22:19:06 time: 0.277 data_time: 0.011 memory: 5036 grad_norm: 4.1665 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3745 loss: 3.3745 2022/06/25 14:02:00 - mmengine - INFO - Epoch(train) [12][1480/3757] lr: 9.908e-03 eta: 1 day, 22:18:59 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 3.6946 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.0665 loss: 4.0665 2022/06/25 14:02:06 - mmengine - INFO - Epoch(train) [12][1500/3757] lr: 9.908e-03 eta: 1 day, 22:18:55 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 3.6451 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7510 loss: 3.7510 2022/06/25 14:02:11 - mmengine - INFO - Epoch(train) [12][1520/3757] lr: 9.908e-03 eta: 1 day, 22:18:49 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.2189 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9626 loss: 3.9626 2022/06/25 14:02:16 - mmengine - INFO - Epoch(train) [12][1540/3757] lr: 9.908e-03 eta: 1 day, 22:18:41 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 4.7364 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3070 loss: 4.3070 2022/06/25 14:02:26 - mmengine - INFO - Epoch(train) [12][1560/3757] lr: 9.908e-03 eta: 1 day, 22:19:39 time: 0.310 data_time: 0.002 memory: 5036 grad_norm: 4.2938 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6686 loss: 3.6686 2022/06/25 14:02:31 - mmengine - INFO - Epoch(train) [12][1580/3757] lr: 9.908e-03 eta: 1 day, 22:19:32 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2412 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9429 loss: 3.9429 2022/06/25 14:02:36 - mmengine - INFO - Epoch(train) [12][1600/3757] lr: 9.908e-03 eta: 1 day, 22:19:24 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 4.0673 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6861 loss: 3.6861 2022/06/25 14:02:41 - mmengine - INFO - Epoch(train) [12][1620/3757] lr: 9.908e-03 eta: 1 day, 22:19:14 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 4.4294 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0014 loss: 4.0014 2022/06/25 14:02:46 - mmengine - INFO - Epoch(train) [12][1640/3757] lr: 9.908e-03 eta: 1 day, 22:19:10 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.3875 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4343 loss: 3.4343 2022/06/25 14:02:51 - mmengine - INFO - Epoch(train) [12][1660/3757] lr: 9.908e-03 eta: 1 day, 22:19:01 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 3.9975 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 4.1959 loss: 4.1959 2022/06/25 14:02:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:02:56 - mmengine - INFO - Epoch(train) [12][1680/3757] lr: 9.908e-03 eta: 1 day, 22:18:52 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 4.0846 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5501 loss: 3.5501 2022/06/25 14:03:01 - mmengine - INFO - Epoch(train) [12][1700/3757] lr: 9.908e-03 eta: 1 day, 22:18:44 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.0909 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7511 loss: 3.7511 2022/06/25 14:03:07 - mmengine - INFO - Epoch(train) [12][1720/3757] lr: 9.908e-03 eta: 1 day, 22:18:39 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 3.9926 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0386 loss: 4.0386 2022/06/25 14:03:12 - mmengine - INFO - Epoch(train) [12][1740/3757] lr: 9.908e-03 eta: 1 day, 22:18:31 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 4.2004 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.2820 loss: 4.2820 2022/06/25 14:03:17 - mmengine - INFO - Epoch(train) [12][1760/3757] lr: 9.908e-03 eta: 1 day, 22:18:23 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.9201 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0314 loss: 4.0314 2022/06/25 14:03:22 - mmengine - INFO - Epoch(train) [12][1780/3757] lr: 9.908e-03 eta: 1 day, 22:18:14 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 3.9457 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0190 loss: 4.0190 2022/06/25 14:03:27 - mmengine - INFO - Epoch(train) [12][1800/3757] lr: 9.908e-03 eta: 1 day, 22:18:09 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 3.9281 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8365 loss: 3.8365 2022/06/25 14:03:32 - mmengine - INFO - Epoch(train) [12][1820/3757] lr: 9.908e-03 eta: 1 day, 22:18:01 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.1552 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8872 loss: 3.8872 2022/06/25 14:03:37 - mmengine - INFO - Epoch(train) [12][1840/3757] lr: 9.908e-03 eta: 1 day, 22:17:53 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 4.0743 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2747 loss: 4.2747 2022/06/25 14:03:42 - mmengine - INFO - Epoch(train) [12][1860/3757] lr: 9.908e-03 eta: 1 day, 22:17:45 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.0851 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6377 loss: 3.6377 2022/06/25 14:03:48 - mmengine - INFO - Epoch(train) [12][1880/3757] lr: 9.908e-03 eta: 1 day, 22:17:40 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.7796 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8563 loss: 3.8563 2022/06/25 14:03:53 - mmengine - INFO - Epoch(train) [12][1900/3757] lr: 9.908e-03 eta: 1 day, 22:17:32 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.1055 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9043 loss: 3.9043 2022/06/25 14:03:58 - mmengine - INFO - Epoch(train) [12][1920/3757] lr: 9.908e-03 eta: 1 day, 22:17:25 time: 0.258 data_time: 0.019 memory: 5036 grad_norm: 4.3988 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8565 loss: 3.8565 2022/06/25 14:04:03 - mmengine - INFO - Epoch(train) [12][1940/3757] lr: 9.908e-03 eta: 1 day, 22:17:17 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7323 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.7464 loss: 3.7464 2022/06/25 14:04:08 - mmengine - INFO - Epoch(train) [12][1960/3757] lr: 9.908e-03 eta: 1 day, 22:17:11 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.8546 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9844 loss: 3.9844 2022/06/25 14:04:13 - mmengine - INFO - Epoch(train) [12][1980/3757] lr: 9.908e-03 eta: 1 day, 22:17:03 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.1671 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.8261 loss: 3.8261 2022/06/25 14:04:18 - mmengine - INFO - Epoch(train) [12][2000/3757] lr: 9.908e-03 eta: 1 day, 22:16:57 time: 0.259 data_time: 0.024 memory: 5036 grad_norm: 4.0003 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7110 loss: 3.7110 2022/06/25 14:04:24 - mmengine - INFO - Epoch(train) [12][2020/3757] lr: 9.908e-03 eta: 1 day, 22:16:50 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 3.9735 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8511 loss: 3.8511 2022/06/25 14:04:29 - mmengine - INFO - Epoch(train) [12][2040/3757] lr: 9.908e-03 eta: 1 day, 22:16:53 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9490 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9244 loss: 3.9244 2022/06/25 14:04:35 - mmengine - INFO - Epoch(train) [12][2060/3757] lr: 9.908e-03 eta: 1 day, 22:16:45 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.0133 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1165 loss: 4.1165 2022/06/25 14:04:40 - mmengine - INFO - Epoch(train) [12][2080/3757] lr: 9.908e-03 eta: 1 day, 22:16:40 time: 0.270 data_time: 0.032 memory: 5036 grad_norm: 4.1443 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8048 loss: 3.8048 2022/06/25 14:04:45 - mmengine - INFO - Epoch(train) [12][2100/3757] lr: 9.908e-03 eta: 1 day, 22:16:33 time: 0.349 data_time: 0.002 memory: 5036 grad_norm: 4.3269 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0332 loss: 4.0332 2022/06/25 14:04:50 - mmengine - INFO - Epoch(train) [12][2120/3757] lr: 9.908e-03 eta: 1 day, 22:16:27 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.3580 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7547 loss: 3.7547 2022/06/25 14:04:55 - mmengine - INFO - Epoch(train) [12][2140/3757] lr: 9.908e-03 eta: 1 day, 22:16:19 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.1838 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1965 loss: 4.1965 2022/06/25 14:05:00 - mmengine - INFO - Epoch(train) [12][2160/3757] lr: 9.908e-03 eta: 1 day, 22:16:13 time: 0.272 data_time: 0.038 memory: 5036 grad_norm: 3.9029 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0187 loss: 4.0187 2022/06/25 14:05:06 - mmengine - INFO - Epoch(train) [12][2180/3757] lr: 9.908e-03 eta: 1 day, 22:16:14 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.0611 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0232 loss: 4.0232 2022/06/25 14:05:15 - mmengine - INFO - Epoch(train) [12][2200/3757] lr: 9.908e-03 eta: 1 day, 22:17:03 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.0628 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1415 loss: 3.1415 2022/06/25 14:05:20 - mmengine - INFO - Epoch(train) [12][2220/3757] lr: 9.908e-03 eta: 1 day, 22:16:53 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 4.0617 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8456 loss: 3.8456 2022/06/25 14:05:25 - mmengine - INFO - Epoch(train) [12][2240/3757] lr: 9.908e-03 eta: 1 day, 22:16:46 time: 0.280 data_time: 0.002 memory: 5036 grad_norm: 4.1734 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1313 loss: 4.1313 2022/06/25 14:05:30 - mmengine - INFO - Epoch(train) [12][2260/3757] lr: 9.908e-03 eta: 1 day, 22:16:37 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 3.8701 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 4.1615 loss: 4.1615 2022/06/25 14:05:35 - mmengine - INFO - Epoch(train) [12][2280/3757] lr: 9.908e-03 eta: 1 day, 22:16:28 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.5439 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9133 loss: 3.9133 2022/06/25 14:05:40 - mmengine - INFO - Epoch(train) [12][2300/3757] lr: 9.908e-03 eta: 1 day, 22:16:19 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.1880 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0876 loss: 4.0876 2022/06/25 14:05:46 - mmengine - INFO - Epoch(train) [12][2320/3757] lr: 9.908e-03 eta: 1 day, 22:16:19 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.0790 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8060 loss: 3.8060 2022/06/25 14:05:51 - mmengine - INFO - Epoch(train) [12][2340/3757] lr: 9.908e-03 eta: 1 day, 22:16:12 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.0244 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8672 loss: 3.8672 2022/06/25 14:05:57 - mmengine - INFO - Epoch(train) [12][2360/3757] lr: 9.908e-03 eta: 1 day, 22:16:17 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.1727 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8674 loss: 3.8674 2022/06/25 14:06:02 - mmengine - INFO - Epoch(train) [12][2380/3757] lr: 9.908e-03 eta: 1 day, 22:16:13 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 4.5973 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5211 loss: 3.5211 2022/06/25 14:06:08 - mmengine - INFO - Epoch(train) [12][2400/3757] lr: 9.908e-03 eta: 1 day, 22:16:09 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.1128 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8320 loss: 3.8320 2022/06/25 14:06:13 - mmengine - INFO - Epoch(train) [12][2420/3757] lr: 9.908e-03 eta: 1 day, 22:16:02 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.9435 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1035 loss: 4.1035 2022/06/25 14:06:18 - mmengine - INFO - Epoch(train) [12][2440/3757] lr: 9.908e-03 eta: 1 day, 22:15:55 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.0842 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1141 loss: 4.1141 2022/06/25 14:06:23 - mmengine - INFO - Epoch(train) [12][2460/3757] lr: 9.908e-03 eta: 1 day, 22:15:47 time: 0.241 data_time: 0.005 memory: 5036 grad_norm: 4.1744 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6162 loss: 3.6162 2022/06/25 14:06:29 - mmengine - INFO - Epoch(train) [12][2480/3757] lr: 9.908e-03 eta: 1 day, 22:15:48 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 4.3809 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8503 loss: 3.8503 2022/06/25 14:06:34 - mmengine - INFO - Epoch(train) [12][2500/3757] lr: 9.908e-03 eta: 1 day, 22:15:39 time: 0.244 data_time: 0.007 memory: 5036 grad_norm: 3.9770 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9293 loss: 3.9293 2022/06/25 14:06:39 - mmengine - INFO - Epoch(train) [12][2520/3757] lr: 9.908e-03 eta: 1 day, 22:15:31 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.9451 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6332 loss: 3.6332 2022/06/25 14:06:44 - mmengine - INFO - Epoch(train) [12][2540/3757] lr: 9.908e-03 eta: 1 day, 22:15:22 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.4107 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9517 loss: 3.9517 2022/06/25 14:06:49 - mmengine - INFO - Epoch(train) [12][2560/3757] lr: 9.908e-03 eta: 1 day, 22:15:15 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.3652 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6438 loss: 3.6438 2022/06/25 14:06:54 - mmengine - INFO - Epoch(train) [12][2580/3757] lr: 9.908e-03 eta: 1 day, 22:15:07 time: 0.290 data_time: 0.002 memory: 5036 grad_norm: 4.1856 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8162 loss: 3.8162 2022/06/25 14:07:01 - mmengine - INFO - Epoch(train) [12][2600/3757] lr: 9.908e-03 eta: 1 day, 22:15:18 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.0262 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6343 loss: 3.6343 2022/06/25 14:07:06 - mmengine - INFO - Epoch(train) [12][2620/3757] lr: 9.908e-03 eta: 1 day, 22:15:10 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 3.8172 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5805 loss: 3.5805 2022/06/25 14:07:11 - mmengine - INFO - Epoch(train) [12][2640/3757] lr: 9.908e-03 eta: 1 day, 22:15:04 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 4.1289 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9166 loss: 3.9166 2022/06/25 14:07:16 - mmengine - INFO - Epoch(train) [12][2660/3757] lr: 9.908e-03 eta: 1 day, 22:14:57 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.0082 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8782 loss: 3.8782 2022/06/25 14:07:19 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:07:21 - mmengine - INFO - Epoch(train) [12][2680/3757] lr: 9.908e-03 eta: 1 day, 22:14:49 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 4.1851 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.1432 loss: 4.1432 2022/06/25 14:07:27 - mmengine - INFO - Epoch(train) [12][2700/3757] lr: 9.908e-03 eta: 1 day, 22:14:47 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 3.9180 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9384 loss: 3.9384 2022/06/25 14:07:32 - mmengine - INFO - Epoch(train) [12][2720/3757] lr: 9.908e-03 eta: 1 day, 22:14:40 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.1977 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8827 loss: 3.8827 2022/06/25 14:07:37 - mmengine - INFO - Epoch(train) [12][2740/3757] lr: 9.908e-03 eta: 1 day, 22:14:36 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.7433 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8047 loss: 3.8047 2022/06/25 14:07:42 - mmengine - INFO - Epoch(train) [12][2760/3757] lr: 9.908e-03 eta: 1 day, 22:14:28 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 3.8606 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9001 loss: 3.9001 2022/06/25 14:07:47 - mmengine - INFO - Epoch(train) [12][2780/3757] lr: 9.908e-03 eta: 1 day, 22:14:20 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.8650 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5284 loss: 3.5284 2022/06/25 14:07:52 - mmengine - INFO - Epoch(train) [12][2800/3757] lr: 9.908e-03 eta: 1 day, 22:14:13 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 3.9508 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9991 loss: 3.9991 2022/06/25 14:07:58 - mmengine - INFO - Epoch(train) [12][2820/3757] lr: 9.908e-03 eta: 1 day, 22:14:11 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.7008 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5023 loss: 3.5023 2022/06/25 14:08:03 - mmengine - INFO - Epoch(train) [12][2840/3757] lr: 9.908e-03 eta: 1 day, 22:14:05 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.0672 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4933 loss: 3.4933 2022/06/25 14:08:09 - mmengine - INFO - Epoch(train) [12][2860/3757] lr: 9.908e-03 eta: 1 day, 22:14:01 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.2320 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5297 loss: 3.5297 2022/06/25 14:08:16 - mmengine - INFO - Epoch(train) [12][2880/3757] lr: 9.908e-03 eta: 1 day, 22:14:29 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4028 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8934 loss: 3.8934 2022/06/25 14:08:21 - mmengine - INFO - Epoch(train) [12][2900/3757] lr: 9.908e-03 eta: 1 day, 22:14:21 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.8520 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6235 loss: 3.6235 2022/06/25 14:08:27 - mmengine - INFO - Epoch(train) [12][2920/3757] lr: 9.908e-03 eta: 1 day, 22:14:18 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 3.9250 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0056 loss: 4.0056 2022/06/25 14:08:32 - mmengine - INFO - Epoch(train) [12][2940/3757] lr: 9.908e-03 eta: 1 day, 22:14:10 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.3170 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8471 loss: 3.8471 2022/06/25 14:08:37 - mmengine - INFO - Epoch(train) [12][2960/3757] lr: 9.908e-03 eta: 1 day, 22:14:03 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.2890 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7514 loss: 3.7514 2022/06/25 14:08:43 - mmengine - INFO - Epoch(train) [12][2980/3757] lr: 9.908e-03 eta: 1 day, 22:14:17 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1013 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 4.0145 loss: 4.0145 2022/06/25 14:08:49 - mmengine - INFO - Epoch(train) [12][3000/3757] lr: 9.908e-03 eta: 1 day, 22:14:15 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.1906 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7333 loss: 3.7333 2022/06/25 14:08:54 - mmengine - INFO - Epoch(train) [12][3020/3757] lr: 9.908e-03 eta: 1 day, 22:14:07 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.1677 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1099 loss: 4.1099 2022/06/25 14:08:59 - mmengine - INFO - Epoch(train) [12][3040/3757] lr: 9.908e-03 eta: 1 day, 22:14:02 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 3.8779 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9613 loss: 3.9613 2022/06/25 14:09:04 - mmengine - INFO - Epoch(train) [12][3060/3757] lr: 9.908e-03 eta: 1 day, 22:13:53 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.4480 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9354 loss: 3.9354 2022/06/25 14:09:10 - mmengine - INFO - Epoch(train) [12][3080/3757] lr: 9.908e-03 eta: 1 day, 22:13:46 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.6018 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8224 loss: 3.8224 2022/06/25 14:09:14 - mmengine - INFO - Epoch(train) [12][3100/3757] lr: 9.908e-03 eta: 1 day, 22:13:37 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.0872 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6098 loss: 3.6098 2022/06/25 14:09:20 - mmengine - INFO - Epoch(train) [12][3120/3757] lr: 9.908e-03 eta: 1 day, 22:13:32 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.9116 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.3488 loss: 4.3488 2022/06/25 14:09:25 - mmengine - INFO - Epoch(train) [12][3140/3757] lr: 9.908e-03 eta: 1 day, 22:13:23 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 4.7368 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9109 loss: 3.9109 2022/06/25 14:09:30 - mmengine - INFO - Epoch(train) [12][3160/3757] lr: 9.908e-03 eta: 1 day, 22:13:16 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.1567 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9678 loss: 3.9678 2022/06/25 14:09:35 - mmengine - INFO - Epoch(train) [12][3180/3757] lr: 9.908e-03 eta: 1 day, 22:13:07 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.1104 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8904 loss: 3.8904 2022/06/25 14:09:41 - mmengine - INFO - Epoch(train) [12][3200/3757] lr: 9.908e-03 eta: 1 day, 22:13:19 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 4.3446 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7963 loss: 3.7963 2022/06/25 14:09:47 - mmengine - INFO - Epoch(train) [12][3220/3757] lr: 9.908e-03 eta: 1 day, 22:13:12 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.5475 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6952 loss: 3.6952 2022/06/25 14:09:52 - mmengine - INFO - Epoch(train) [12][3240/3757] lr: 9.908e-03 eta: 1 day, 22:13:06 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.0724 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6215 loss: 3.6215 2022/06/25 14:09:57 - mmengine - INFO - Epoch(train) [12][3260/3757] lr: 9.908e-03 eta: 1 day, 22:13:05 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.4491 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9592 loss: 3.9592 2022/06/25 14:10:02 - mmengine - INFO - Epoch(train) [12][3280/3757] lr: 9.908e-03 eta: 1 day, 22:12:56 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.1704 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6615 loss: 3.6615 2022/06/25 14:10:08 - mmengine - INFO - Epoch(train) [12][3300/3757] lr: 9.908e-03 eta: 1 day, 22:12:47 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 4.0044 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5196 loss: 3.5196 2022/06/25 14:10:13 - mmengine - INFO - Epoch(train) [12][3320/3757] lr: 9.908e-03 eta: 1 day, 22:12:41 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.2021 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6925 loss: 3.6925 2022/06/25 14:10:18 - mmengine - INFO - Epoch(train) [12][3340/3757] lr: 9.908e-03 eta: 1 day, 22:12:38 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.0441 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.5303 loss: 3.5303 2022/06/25 14:10:23 - mmengine - INFO - Epoch(train) [12][3360/3757] lr: 9.908e-03 eta: 1 day, 22:12:30 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.8127 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5653 loss: 3.5653 2022/06/25 14:10:28 - mmengine - INFO - Epoch(train) [12][3380/3757] lr: 9.908e-03 eta: 1 day, 22:12:25 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.0591 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2177 loss: 4.2177 2022/06/25 14:10:34 - mmengine - INFO - Epoch(train) [12][3400/3757] lr: 9.908e-03 eta: 1 day, 22:12:17 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.0299 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.9457 loss: 3.9457 2022/06/25 14:10:39 - mmengine - INFO - Epoch(train) [12][3420/3757] lr: 9.908e-03 eta: 1 day, 22:12:15 time: 0.257 data_time: 0.016 memory: 5036 grad_norm: 3.8791 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8730 loss: 3.8730 2022/06/25 14:10:44 - mmengine - INFO - Epoch(train) [12][3440/3757] lr: 9.908e-03 eta: 1 day, 22:12:06 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.1182 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9784 loss: 3.9784 2022/06/25 14:10:49 - mmengine - INFO - Epoch(train) [12][3460/3757] lr: 9.908e-03 eta: 1 day, 22:11:58 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.9830 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.8509 loss: 3.8509 2022/06/25 14:10:54 - mmengine - INFO - Epoch(train) [12][3480/3757] lr: 9.908e-03 eta: 1 day, 22:11:50 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.1891 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7914 loss: 3.7914 2022/06/25 14:10:59 - mmengine - INFO - Epoch(train) [12][3500/3757] lr: 9.908e-03 eta: 1 day, 22:11:43 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6148 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8806 loss: 3.8806 2022/06/25 14:11:04 - mmengine - INFO - Epoch(train) [12][3520/3757] lr: 9.908e-03 eta: 1 day, 22:11:37 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 4.6192 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8664 loss: 3.8664 2022/06/25 14:11:10 - mmengine - INFO - Epoch(train) [12][3540/3757] lr: 9.908e-03 eta: 1 day, 22:11:30 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.4486 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9817 loss: 3.9817 2022/06/25 14:11:15 - mmengine - INFO - Epoch(train) [12][3560/3757] lr: 9.908e-03 eta: 1 day, 22:11:22 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.8080 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.2564 loss: 4.2564 2022/06/25 14:11:21 - mmengine - INFO - Epoch(train) [12][3580/3757] lr: 9.908e-03 eta: 1 day, 22:11:24 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.3138 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9355 loss: 3.9355 2022/06/25 14:11:26 - mmengine - INFO - Epoch(train) [12][3600/3757] lr: 9.908e-03 eta: 1 day, 22:11:18 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.0571 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7250 loss: 3.7250 2022/06/25 14:11:31 - mmengine - INFO - Epoch(train) [12][3620/3757] lr: 9.908e-03 eta: 1 day, 22:11:12 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.1518 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7016 loss: 3.7016 2022/06/25 14:11:36 - mmengine - INFO - Epoch(train) [12][3640/3757] lr: 9.908e-03 eta: 1 day, 22:11:06 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 4.1913 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5569 loss: 3.5569 2022/06/25 14:11:41 - mmengine - INFO - Epoch(train) [12][3660/3757] lr: 9.908e-03 eta: 1 day, 22:10:57 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.2503 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3013 loss: 3.3013 2022/06/25 14:11:45 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:11:46 - mmengine - INFO - Epoch(train) [12][3680/3757] lr: 9.908e-03 eta: 1 day, 22:10:50 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 4.1345 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8236 loss: 3.8236 2022/06/25 14:11:51 - mmengine - INFO - Epoch(train) [12][3700/3757] lr: 9.908e-03 eta: 1 day, 22:10:43 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.3811 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8016 loss: 3.8016 2022/06/25 14:11:57 - mmengine - INFO - Epoch(train) [12][3720/3757] lr: 9.908e-03 eta: 1 day, 22:10:37 time: 0.266 data_time: 0.021 memory: 5036 grad_norm: 4.4026 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9251 loss: 3.9251 2022/06/25 14:12:02 - mmengine - INFO - Epoch(train) [12][3740/3757] lr: 9.908e-03 eta: 1 day, 22:10:29 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 4.4108 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.2099 loss: 4.2099 2022/06/25 14:12:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:12:06 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/06/25 14:12:19 - mmengine - INFO - Epoch(val) [12][20/310] eta: 0:01:37 time: 0.111 data_time: 0.008 memory: 5036 2022/06/25 14:12:23 - mmengine - INFO - Epoch(val) [12][40/310] eta: 0:01:29 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:12:28 - mmengine - INFO - Epoch(val) [12][60/310] eta: 0:00:26 time: 0.110 data_time: 0.007 memory: 1723 2022/06/25 14:12:32 - mmengine - INFO - Epoch(val) [12][80/310] eta: 0:00:24 time: 0.109 data_time: 0.002 memory: 1723 2022/06/25 14:12:39 - mmengine - INFO - Epoch(val) [12][100/310] eta: 0:01:09 time: 0.212 data_time: 0.111 memory: 1723 2022/06/25 14:12:44 - mmengine - INFO - Epoch(val) [12][120/310] eta: 0:01:06 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 14:12:49 - mmengine - INFO - Epoch(val) [12][140/310] eta: 0:00:35 time: 0.930 data_time: 0.829 memory: 1723 2022/06/25 14:12:53 - mmengine - INFO - Epoch(val) [12][160/310] eta: 0:00:16 time: 0.106 data_time: 0.005 memory: 1723 2022/06/25 14:13:00 - mmengine - INFO - Epoch(val) [12][180/310] eta: 0:00:44 time: 0.491 data_time: 0.389 memory: 1723 2022/06/25 14:13:13 - mmengine - INFO - Epoch(val) [12][200/310] eta: 0:02:10 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 14:13:17 - mmengine - INFO - Epoch(val) [12][220/310] eta: 0:00:09 time: 0.107 data_time: 0.005 memory: 1723 2022/06/25 14:13:20 - mmengine - INFO - Epoch(val) [12][240/310] eta: 0:00:07 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 14:13:27 - mmengine - INFO - Epoch(val) [12][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:13:31 - mmengine - INFO - Epoch(val) [12][280/310] eta: 0:00:07 time: 0.111 data_time: 0.002 memory: 1723 2022/06/25 14:13:33 - mmengine - INFO - Epoch(val) [12][300/310] eta: 0:00:01 time: 0.105 data_time: 0.004 memory: 1723 2022/06/25 14:13:35 - mmengine - INFO - Epoch(val) [12][310/310] acc/top1: 0.2392 acc/top5: 0.4910 acc/mean1: 0.2391 2022/06/25 14:13:45 - mmengine - INFO - Epoch(train) [13][20/3757] lr: 9.891e-03 eta: 1 day, 22:10:57 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.2125 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4161 loss: 3.4161 2022/06/25 14:13:51 - mmengine - INFO - Epoch(train) [13][40/3757] lr: 9.891e-03 eta: 1 day, 22:10:53 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1115 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.2964 loss: 4.2964 2022/06/25 14:13:56 - mmengine - INFO - Epoch(train) [13][60/3757] lr: 9.891e-03 eta: 1 day, 22:10:53 time: 0.270 data_time: 0.028 memory: 5036 grad_norm: 4.2099 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0015 loss: 4.0015 2022/06/25 14:14:01 - mmengine - INFO - Epoch(train) [13][80/3757] lr: 9.891e-03 eta: 1 day, 22:10:45 time: 0.239 data_time: 0.002 memory: 5036 grad_norm: 4.2297 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6691 loss: 3.6691 2022/06/25 14:14:07 - mmengine - INFO - Epoch(train) [13][100/3757] lr: 9.891e-03 eta: 1 day, 22:10:39 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.7319 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7773 loss: 3.7773 2022/06/25 14:14:12 - mmengine - INFO - Epoch(train) [13][120/3757] lr: 9.891e-03 eta: 1 day, 22:10:32 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.4936 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5261 loss: 3.5261 2022/06/25 14:14:17 - mmengine - INFO - Epoch(train) [13][140/3757] lr: 9.891e-03 eta: 1 day, 22:10:28 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.0078 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.8246 loss: 3.8246 2022/06/25 14:14:22 - mmengine - INFO - Epoch(train) [13][160/3757] lr: 9.891e-03 eta: 1 day, 22:10:20 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 3.9718 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.3137 loss: 3.3137 2022/06/25 14:14:28 - mmengine - INFO - Epoch(train) [13][180/3757] lr: 9.891e-03 eta: 1 day, 22:10:17 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.1033 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8037 loss: 3.8037 2022/06/25 14:14:33 - mmengine - INFO - Epoch(train) [13][200/3757] lr: 9.891e-03 eta: 1 day, 22:10:12 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0903 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9187 loss: 3.9187 2022/06/25 14:14:38 - mmengine - INFO - Epoch(train) [13][220/3757] lr: 9.891e-03 eta: 1 day, 22:10:07 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2374 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5213 loss: 3.5213 2022/06/25 14:14:43 - mmengine - INFO - Epoch(train) [13][240/3757] lr: 9.891e-03 eta: 1 day, 22:09:59 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.4401 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2876 loss: 4.2876 2022/06/25 14:14:49 - mmengine - INFO - Epoch(train) [13][260/3757] lr: 9.891e-03 eta: 1 day, 22:09:58 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.6913 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8228 loss: 3.8228 2022/06/25 14:14:54 - mmengine - INFO - Epoch(train) [13][280/3757] lr: 9.891e-03 eta: 1 day, 22:09:54 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.9692 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8689 loss: 3.8689 2022/06/25 14:15:00 - mmengine - INFO - Epoch(train) [13][300/3757] lr: 9.891e-03 eta: 1 day, 22:09:54 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.4667 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8269 loss: 3.8269 2022/06/25 14:15:05 - mmengine - INFO - Epoch(train) [13][320/3757] lr: 9.891e-03 eta: 1 day, 22:09:45 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.3018 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 4.0362 loss: 4.0362 2022/06/25 14:15:10 - mmengine - INFO - Epoch(train) [13][340/3757] lr: 9.891e-03 eta: 1 day, 22:09:38 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.0053 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5472 loss: 3.5472 2022/06/25 14:15:15 - mmengine - INFO - Epoch(train) [13][360/3757] lr: 9.891e-03 eta: 1 day, 22:09:30 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.9440 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6567 loss: 3.6567 2022/06/25 14:15:20 - mmengine - INFO - Epoch(train) [13][380/3757] lr: 9.891e-03 eta: 1 day, 22:09:24 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6349 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8801 loss: 3.8801 2022/06/25 14:15:25 - mmengine - INFO - Epoch(train) [13][400/3757] lr: 9.891e-03 eta: 1 day, 22:09:16 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1583 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0583 loss: 4.0583 2022/06/25 14:15:30 - mmengine - INFO - Epoch(train) [13][420/3757] lr: 9.891e-03 eta: 1 day, 22:09:09 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.8670 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0976 loss: 4.0976 2022/06/25 14:15:36 - mmengine - INFO - Epoch(train) [13][440/3757] lr: 9.891e-03 eta: 1 day, 22:09:01 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.0887 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8958 loss: 3.8958 2022/06/25 14:15:41 - mmengine - INFO - Epoch(train) [13][460/3757] lr: 9.891e-03 eta: 1 day, 22:09:00 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 4.4236 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1638 loss: 4.1638 2022/06/25 14:15:46 - mmengine - INFO - Epoch(train) [13][480/3757] lr: 9.891e-03 eta: 1 day, 22:08:53 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.1648 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7807 loss: 3.7807 2022/06/25 14:15:51 - mmengine - INFO - Epoch(train) [13][500/3757] lr: 9.891e-03 eta: 1 day, 22:08:45 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 4.5048 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7218 loss: 3.7218 2022/06/25 14:15:57 - mmengine - INFO - Epoch(train) [13][520/3757] lr: 9.891e-03 eta: 1 day, 22:08:39 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.2104 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.3229 loss: 4.3229 2022/06/25 14:16:02 - mmengine - INFO - Epoch(train) [13][540/3757] lr: 9.891e-03 eta: 1 day, 22:08:31 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3536 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1589 loss: 4.1589 2022/06/25 14:16:07 - mmengine - INFO - Epoch(train) [13][560/3757] lr: 9.891e-03 eta: 1 day, 22:08:25 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.9856 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8395 loss: 3.8395 2022/06/25 14:16:12 - mmengine - INFO - Epoch(train) [13][580/3757] lr: 9.891e-03 eta: 1 day, 22:08:17 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 4.3533 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9678 loss: 3.9678 2022/06/25 14:16:17 - mmengine - INFO - Epoch(train) [13][600/3757] lr: 9.891e-03 eta: 1 day, 22:08:12 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.0973 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.8865 loss: 3.8865 2022/06/25 14:16:23 - mmengine - INFO - Epoch(train) [13][620/3757] lr: 9.891e-03 eta: 1 day, 22:08:09 time: 0.652 data_time: 0.002 memory: 5036 grad_norm: 4.0294 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4519 loss: 3.4519 2022/06/25 14:16:28 - mmengine - INFO - Epoch(train) [13][640/3757] lr: 9.891e-03 eta: 1 day, 22:08:10 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.4575 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9245 loss: 3.9245 2022/06/25 14:16:34 - mmengine - INFO - Epoch(train) [13][660/3757] lr: 9.891e-03 eta: 1 day, 22:08:05 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.2304 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8052 loss: 3.8052 2022/06/25 14:16:39 - mmengine - INFO - Epoch(train) [13][680/3757] lr: 9.891e-03 eta: 1 day, 22:08:03 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.8975 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8032 loss: 3.8032 2022/06/25 14:16:45 - mmengine - INFO - Epoch(train) [13][700/3757] lr: 9.891e-03 eta: 1 day, 22:08:07 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.9916 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8702 loss: 3.8702 2022/06/25 14:16:50 - mmengine - INFO - Epoch(train) [13][720/3757] lr: 9.891e-03 eta: 1 day, 22:08:01 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 4.2558 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6686 loss: 3.6686 2022/06/25 14:16:55 - mmengine - INFO - Epoch(train) [13][740/3757] lr: 9.891e-03 eta: 1 day, 22:07:53 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9782 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8865 loss: 3.8865 2022/06/25 14:17:01 - mmengine - INFO - Epoch(train) [13][760/3757] lr: 9.891e-03 eta: 1 day, 22:07:50 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 3.8015 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7294 loss: 3.7294 2022/06/25 14:17:06 - mmengine - INFO - Epoch(train) [13][780/3757] lr: 9.891e-03 eta: 1 day, 22:07:43 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 4.1602 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9288 loss: 3.9288 2022/06/25 14:17:11 - mmengine - INFO - Epoch(train) [13][800/3757] lr: 9.891e-03 eta: 1 day, 22:07:36 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.1828 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6861 loss: 3.6861 2022/06/25 14:17:17 - mmengine - INFO - Epoch(train) [13][820/3757] lr: 9.891e-03 eta: 1 day, 22:07:37 time: 0.353 data_time: 0.003 memory: 5036 grad_norm: 3.8052 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.7479 loss: 3.7479 2022/06/25 14:17:22 - mmengine - INFO - Epoch(train) [13][840/3757] lr: 9.891e-03 eta: 1 day, 22:07:31 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 4.5671 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9327 loss: 3.9327 2022/06/25 14:17:27 - mmengine - INFO - Epoch(train) [13][860/3757] lr: 9.891e-03 eta: 1 day, 22:07:23 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8397 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7353 loss: 3.7353 2022/06/25 14:17:32 - mmengine - INFO - Epoch(train) [13][880/3757] lr: 9.891e-03 eta: 1 day, 22:07:16 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.0342 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7813 loss: 3.7813 2022/06/25 14:17:37 - mmengine - INFO - Epoch(train) [13][900/3757] lr: 9.891e-03 eta: 1 day, 22:07:09 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.2597 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6133 loss: 3.6133 2022/06/25 14:17:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:17:43 - mmengine - INFO - Epoch(train) [13][920/3757] lr: 9.891e-03 eta: 1 day, 22:07:01 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.9123 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6747 loss: 3.6747 2022/06/25 14:17:48 - mmengine - INFO - Epoch(train) [13][940/3757] lr: 9.891e-03 eta: 1 day, 22:06:53 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.4351 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8515 loss: 3.8515 2022/06/25 14:17:53 - mmengine - INFO - Epoch(train) [13][960/3757] lr: 9.891e-03 eta: 1 day, 22:06:48 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.9644 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 4.1435 loss: 4.1435 2022/06/25 14:18:00 - mmengine - INFO - Epoch(train) [13][980/3757] lr: 9.891e-03 eta: 1 day, 22:07:14 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.3703 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6179 loss: 3.6179 2022/06/25 14:18:06 - mmengine - INFO - Epoch(train) [13][1000/3757] lr: 9.891e-03 eta: 1 day, 22:07:07 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3372 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5976 loss: 3.5976 2022/06/25 14:18:11 - mmengine - INFO - Epoch(train) [13][1020/3757] lr: 9.891e-03 eta: 1 day, 22:06:59 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.4179 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6892 loss: 3.6892 2022/06/25 14:18:16 - mmengine - INFO - Epoch(train) [13][1040/3757] lr: 9.891e-03 eta: 1 day, 22:06:50 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.0017 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.8919 loss: 3.8919 2022/06/25 14:18:21 - mmengine - INFO - Epoch(train) [13][1060/3757] lr: 9.891e-03 eta: 1 day, 22:06:45 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.4799 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1290 loss: 4.1290 2022/06/25 14:18:26 - mmengine - INFO - Epoch(train) [13][1080/3757] lr: 9.891e-03 eta: 1 day, 22:06:36 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 3.9904 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8102 loss: 3.8102 2022/06/25 14:18:31 - mmengine - INFO - Epoch(train) [13][1100/3757] lr: 9.891e-03 eta: 1 day, 22:06:27 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.2852 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9098 loss: 3.9098 2022/06/25 14:18:36 - mmengine - INFO - Epoch(train) [13][1120/3757] lr: 9.891e-03 eta: 1 day, 22:06:21 time: 0.406 data_time: 0.013 memory: 5036 grad_norm: 3.8302 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5991 loss: 3.5991 2022/06/25 14:18:42 - mmengine - INFO - Epoch(train) [13][1140/3757] lr: 9.891e-03 eta: 1 day, 22:06:18 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.0259 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7755 loss: 3.7755 2022/06/25 14:18:47 - mmengine - INFO - Epoch(train) [13][1160/3757] lr: 9.891e-03 eta: 1 day, 22:06:10 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.6330 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8645 loss: 3.8645 2022/06/25 14:18:52 - mmengine - INFO - Epoch(train) [13][1180/3757] lr: 9.891e-03 eta: 1 day, 22:06:01 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 13.3374 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0405 loss: 4.0405 2022/06/25 14:18:57 - mmengine - INFO - Epoch(train) [13][1200/3757] lr: 9.891e-03 eta: 1 day, 22:05:58 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 5.0531 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6941 loss: 3.6941 2022/06/25 14:19:02 - mmengine - INFO - Epoch(train) [13][1220/3757] lr: 9.891e-03 eta: 1 day, 22:05:49 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 3.9565 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.8525 loss: 3.8525 2022/06/25 14:19:07 - mmengine - INFO - Epoch(train) [13][1240/3757] lr: 9.891e-03 eta: 1 day, 22:05:42 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 4.4197 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7008 loss: 3.7008 2022/06/25 14:19:12 - mmengine - INFO - Epoch(train) [13][1260/3757] lr: 9.891e-03 eta: 1 day, 22:05:33 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 4.6230 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7054 loss: 3.7054 2022/06/25 14:19:17 - mmengine - INFO - Epoch(train) [13][1280/3757] lr: 9.891e-03 eta: 1 day, 22:05:26 time: 0.254 data_time: 0.019 memory: 5036 grad_norm: 4.2816 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0646 loss: 4.0646 2022/06/25 14:19:22 - mmengine - INFO - Epoch(train) [13][1300/3757] lr: 9.891e-03 eta: 1 day, 22:05:18 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 4.5453 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7879 loss: 3.7879 2022/06/25 14:19:28 - mmengine - INFO - Epoch(train) [13][1320/3757] lr: 9.891e-03 eta: 1 day, 22:05:12 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1688 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9473 loss: 3.9473 2022/06/25 14:19:33 - mmengine - INFO - Epoch(train) [13][1340/3757] lr: 9.891e-03 eta: 1 day, 22:05:04 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.0891 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6939 loss: 3.6939 2022/06/25 14:19:38 - mmengine - INFO - Epoch(train) [13][1360/3757] lr: 9.891e-03 eta: 1 day, 22:05:05 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.5935 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7340 loss: 3.7340 2022/06/25 14:19:44 - mmengine - INFO - Epoch(train) [13][1380/3757] lr: 9.891e-03 eta: 1 day, 22:04:56 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.9514 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9002 loss: 3.9002 2022/06/25 14:19:49 - mmengine - INFO - Epoch(train) [13][1400/3757] lr: 9.891e-03 eta: 1 day, 22:04:52 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.9275 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8414 loss: 3.8414 2022/06/25 14:19:54 - mmengine - INFO - Epoch(train) [13][1420/3757] lr: 9.891e-03 eta: 1 day, 22:04:44 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.4655 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8278 loss: 3.8278 2022/06/25 14:19:59 - mmengine - INFO - Epoch(train) [13][1440/3757] lr: 9.891e-03 eta: 1 day, 22:04:42 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.2849 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1137 loss: 4.1137 2022/06/25 14:20:04 - mmengine - INFO - Epoch(train) [13][1460/3757] lr: 9.891e-03 eta: 1 day, 22:04:34 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.2331 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5533 loss: 3.5533 2022/06/25 14:20:10 - mmengine - INFO - Epoch(train) [13][1480/3757] lr: 9.891e-03 eta: 1 day, 22:04:27 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.2758 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9798 loss: 3.9798 2022/06/25 14:20:15 - mmengine - INFO - Epoch(train) [13][1500/3757] lr: 9.891e-03 eta: 1 day, 22:04:19 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.8090 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4398 loss: 3.4398 2022/06/25 14:20:21 - mmengine - INFO - Epoch(train) [13][1520/3757] lr: 9.891e-03 eta: 1 day, 22:04:21 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.3581 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5181 loss: 3.5181 2022/06/25 14:20:26 - mmengine - INFO - Epoch(train) [13][1540/3757] lr: 9.891e-03 eta: 1 day, 22:04:13 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.2598 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6897 loss: 3.6897 2022/06/25 14:20:31 - mmengine - INFO - Epoch(train) [13][1560/3757] lr: 9.891e-03 eta: 1 day, 22:04:10 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 3.9495 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4895 loss: 3.4895 2022/06/25 14:20:36 - mmengine - INFO - Epoch(train) [13][1580/3757] lr: 9.891e-03 eta: 1 day, 22:04:02 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.0797 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7984 loss: 3.7984 2022/06/25 14:20:41 - mmengine - INFO - Epoch(train) [13][1600/3757] lr: 9.891e-03 eta: 1 day, 22:03:55 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 3.9150 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0256 loss: 4.0256 2022/06/25 14:20:46 - mmengine - INFO - Epoch(train) [13][1620/3757] lr: 9.891e-03 eta: 1 day, 22:03:49 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.3904 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9735 loss: 3.9735 2022/06/25 14:20:52 - mmengine - INFO - Epoch(train) [13][1640/3757] lr: 9.891e-03 eta: 1 day, 22:03:41 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 4.5359 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9068 loss: 3.9068 2022/06/25 14:20:57 - mmengine - INFO - Epoch(train) [13][1660/3757] lr: 9.891e-03 eta: 1 day, 22:03:34 time: 0.277 data_time: 0.026 memory: 5036 grad_norm: 3.8821 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1478 loss: 4.1478 2022/06/25 14:21:02 - mmengine - INFO - Epoch(train) [13][1680/3757] lr: 9.891e-03 eta: 1 day, 22:03:26 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.0949 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7725 loss: 3.7725 2022/06/25 14:21:07 - mmengine - INFO - Epoch(train) [13][1700/3757] lr: 9.891e-03 eta: 1 day, 22:03:19 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8168 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9031 loss: 3.9031 2022/06/25 14:21:12 - mmengine - INFO - Epoch(train) [13][1720/3757] lr: 9.891e-03 eta: 1 day, 22:03:12 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.9813 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5799 loss: 3.5799 2022/06/25 14:21:18 - mmengine - INFO - Epoch(train) [13][1740/3757] lr: 9.891e-03 eta: 1 day, 22:03:11 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.5412 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5864 loss: 3.5864 2022/06/25 14:21:23 - mmengine - INFO - Epoch(train) [13][1760/3757] lr: 9.891e-03 eta: 1 day, 22:03:07 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.2991 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9399 loss: 3.9399 2022/06/25 14:21:28 - mmengine - INFO - Epoch(train) [13][1780/3757] lr: 9.891e-03 eta: 1 day, 22:03:00 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.3472 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5525 loss: 3.5525 2022/06/25 14:21:34 - mmengine - INFO - Epoch(train) [13][1800/3757] lr: 9.891e-03 eta: 1 day, 22:03:07 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 4.4144 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5513 loss: 3.5513 2022/06/25 14:21:40 - mmengine - INFO - Epoch(train) [13][1820/3757] lr: 9.891e-03 eta: 1 day, 22:03:01 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.2954 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8677 loss: 3.8677 2022/06/25 14:21:45 - mmengine - INFO - Epoch(train) [13][1840/3757] lr: 9.891e-03 eta: 1 day, 22:02:54 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 4.0287 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.6818 loss: 3.6818 2022/06/25 14:21:50 - mmengine - INFO - Epoch(train) [13][1860/3757] lr: 9.891e-03 eta: 1 day, 22:02:47 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 3.8889 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7419 loss: 3.7419 2022/06/25 14:21:55 - mmengine - INFO - Epoch(train) [13][1880/3757] lr: 9.891e-03 eta: 1 day, 22:02:39 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 4.2391 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8116 loss: 3.8116 2022/06/25 14:22:00 - mmengine - INFO - Epoch(train) [13][1900/3757] lr: 9.891e-03 eta: 1 day, 22:02:32 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.9681 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7467 loss: 3.7467 2022/06/25 14:22:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:22:05 - mmengine - INFO - Epoch(train) [13][1920/3757] lr: 9.891e-03 eta: 1 day, 22:02:24 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.1810 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8508 loss: 3.8508 2022/06/25 14:22:10 - mmengine - INFO - Epoch(train) [13][1940/3757] lr: 9.891e-03 eta: 1 day, 22:02:17 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.5837 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.6371 loss: 3.6371 2022/06/25 14:22:15 - mmengine - INFO - Epoch(train) [13][1960/3757] lr: 9.891e-03 eta: 1 day, 22:02:10 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.9561 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8125 loss: 3.8125 2022/06/25 14:22:20 - mmengine - INFO - Epoch(train) [13][1980/3757] lr: 9.891e-03 eta: 1 day, 22:02:02 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.4348 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6800 loss: 3.6800 2022/06/25 14:22:26 - mmengine - INFO - Epoch(train) [13][2000/3757] lr: 9.891e-03 eta: 1 day, 22:01:54 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 4.2978 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3520 loss: 3.3520 2022/06/25 14:22:31 - mmengine - INFO - Epoch(train) [13][2020/3757] lr: 9.891e-03 eta: 1 day, 22:01:51 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.0569 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8461 loss: 3.8461 2022/06/25 14:22:38 - mmengine - INFO - Epoch(train) [13][2040/3757] lr: 9.891e-03 eta: 1 day, 22:02:06 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.4244 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7524 loss: 3.7524 2022/06/25 14:22:43 - mmengine - INFO - Epoch(train) [13][2060/3757] lr: 9.891e-03 eta: 1 day, 22:01:57 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.5114 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9641 loss: 3.9641 2022/06/25 14:22:48 - mmengine - INFO - Epoch(train) [13][2080/3757] lr: 9.891e-03 eta: 1 day, 22:01:53 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 3.9815 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8915 loss: 3.8915 2022/06/25 14:22:53 - mmengine - INFO - Epoch(train) [13][2100/3757] lr: 9.891e-03 eta: 1 day, 22:01:44 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.3012 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8209 loss: 3.8209 2022/06/25 14:22:58 - mmengine - INFO - Epoch(train) [13][2120/3757] lr: 9.891e-03 eta: 1 day, 22:01:36 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.6360 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8738 loss: 3.8738 2022/06/25 14:23:03 - mmengine - INFO - Epoch(train) [13][2140/3757] lr: 9.891e-03 eta: 1 day, 22:01:27 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.0768 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8128 loss: 3.8128 2022/06/25 14:23:08 - mmengine - INFO - Epoch(train) [13][2160/3757] lr: 9.891e-03 eta: 1 day, 22:01:22 time: 0.245 data_time: 0.007 memory: 5036 grad_norm: 4.3178 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6329 loss: 3.6329 2022/06/25 14:23:13 - mmengine - INFO - Epoch(train) [13][2180/3757] lr: 9.891e-03 eta: 1 day, 22:01:13 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.2579 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0787 loss: 4.0787 2022/06/25 14:23:19 - mmengine - INFO - Epoch(train) [13][2200/3757] lr: 9.891e-03 eta: 1 day, 22:01:05 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.4224 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8599 loss: 3.8599 2022/06/25 14:23:24 - mmengine - INFO - Epoch(train) [13][2220/3757] lr: 9.891e-03 eta: 1 day, 22:00:56 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 3.9131 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2525 loss: 3.2525 2022/06/25 14:23:29 - mmengine - INFO - Epoch(train) [13][2240/3757] lr: 9.891e-03 eta: 1 day, 22:00:49 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.5635 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7874 loss: 3.7874 2022/06/25 14:23:34 - mmengine - INFO - Epoch(train) [13][2260/3757] lr: 9.891e-03 eta: 1 day, 22:00:41 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.2456 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9895 loss: 3.9895 2022/06/25 14:23:39 - mmengine - INFO - Epoch(train) [13][2280/3757] lr: 9.891e-03 eta: 1 day, 22:00:33 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.4355 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0787 loss: 4.0787 2022/06/25 14:23:44 - mmengine - INFO - Epoch(train) [13][2300/3757] lr: 9.891e-03 eta: 1 day, 22:00:26 time: 0.259 data_time: 0.021 memory: 5036 grad_norm: 3.7664 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5344 loss: 3.5344 2022/06/25 14:23:49 - mmengine - INFO - Epoch(train) [13][2320/3757] lr: 9.891e-03 eta: 1 day, 22:00:22 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.7289 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0158 loss: 4.0158 2022/06/25 14:23:54 - mmengine - INFO - Epoch(train) [13][2340/3757] lr: 9.891e-03 eta: 1 day, 22:00:15 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.4037 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8976 loss: 3.8976 2022/06/25 14:24:00 - mmengine - INFO - Epoch(train) [13][2360/3757] lr: 9.891e-03 eta: 1 day, 22:00:10 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.2100 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7867 loss: 3.7867 2022/06/25 14:24:05 - mmengine - INFO - Epoch(train) [13][2380/3757] lr: 9.891e-03 eta: 1 day, 22:00:02 time: 0.254 data_time: 0.019 memory: 5036 grad_norm: 4.3013 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6296 loss: 3.6296 2022/06/25 14:24:11 - mmengine - INFO - Epoch(train) [13][2400/3757] lr: 9.891e-03 eta: 1 day, 22:00:03 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.9899 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9084 loss: 3.9084 2022/06/25 14:24:16 - mmengine - INFO - Epoch(train) [13][2420/3757] lr: 9.891e-03 eta: 1 day, 21:59:56 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.1914 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8145 loss: 3.8145 2022/06/25 14:24:21 - mmengine - INFO - Epoch(train) [13][2440/3757] lr: 9.891e-03 eta: 1 day, 21:59:49 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.2576 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8666 loss: 3.8666 2022/06/25 14:24:26 - mmengine - INFO - Epoch(train) [13][2460/3757] lr: 9.891e-03 eta: 1 day, 21:59:41 time: 0.259 data_time: 0.024 memory: 5036 grad_norm: 4.0783 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6923 loss: 3.6923 2022/06/25 14:24:32 - mmengine - INFO - Epoch(train) [13][2480/3757] lr: 9.891e-03 eta: 1 day, 21:59:49 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.7923 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7489 loss: 3.7489 2022/06/25 14:24:37 - mmengine - INFO - Epoch(train) [13][2500/3757] lr: 9.891e-03 eta: 1 day, 21:59:41 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.0750 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4657 loss: 3.4657 2022/06/25 14:24:42 - mmengine - INFO - Epoch(train) [13][2520/3757] lr: 9.891e-03 eta: 1 day, 21:59:34 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.2141 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.6338 loss: 3.6338 2022/06/25 14:24:48 - mmengine - INFO - Epoch(train) [13][2540/3757] lr: 9.891e-03 eta: 1 day, 21:59:35 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.9495 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1165 loss: 4.1165 2022/06/25 14:24:53 - mmengine - INFO - Epoch(train) [13][2560/3757] lr: 9.891e-03 eta: 1 day, 21:59:28 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 3.6346 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8097 loss: 3.8097 2022/06/25 14:24:58 - mmengine - INFO - Epoch(train) [13][2580/3757] lr: 9.891e-03 eta: 1 day, 21:59:21 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.0537 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7699 loss: 3.7699 2022/06/25 14:25:03 - mmengine - INFO - Epoch(train) [13][2600/3757] lr: 9.891e-03 eta: 1 day, 21:59:13 time: 0.244 data_time: 0.009 memory: 5036 grad_norm: 4.3890 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9893 loss: 3.9893 2022/06/25 14:25:09 - mmengine - INFO - Epoch(train) [13][2620/3757] lr: 9.891e-03 eta: 1 day, 21:59:14 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.1398 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4805 loss: 3.4805 2022/06/25 14:25:14 - mmengine - INFO - Epoch(train) [13][2640/3757] lr: 9.891e-03 eta: 1 day, 21:59:06 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.7447 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9506 loss: 3.9506 2022/06/25 14:25:19 - mmengine - INFO - Epoch(train) [13][2660/3757] lr: 9.891e-03 eta: 1 day, 21:58:58 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.5135 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9993 loss: 3.9993 2022/06/25 14:25:24 - mmengine - INFO - Epoch(train) [13][2680/3757] lr: 9.891e-03 eta: 1 day, 21:58:50 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 3.8199 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9281 loss: 3.9281 2022/06/25 14:25:30 - mmengine - INFO - Epoch(train) [13][2700/3757] lr: 9.891e-03 eta: 1 day, 21:58:45 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.1748 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8965 loss: 3.8965 2022/06/25 14:25:35 - mmengine - INFO - Epoch(train) [13][2720/3757] lr: 9.891e-03 eta: 1 day, 21:58:37 time: 0.247 data_time: 0.010 memory: 5036 grad_norm: 4.0848 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8247 loss: 3.8247 2022/06/25 14:25:40 - mmengine - INFO - Epoch(train) [13][2740/3757] lr: 9.891e-03 eta: 1 day, 21:58:29 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 4.3707 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9128 loss: 3.9128 2022/06/25 14:25:45 - mmengine - INFO - Epoch(train) [13][2760/3757] lr: 9.891e-03 eta: 1 day, 21:58:22 time: 0.262 data_time: 0.023 memory: 5036 grad_norm: 4.0735 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8370 loss: 3.8370 2022/06/25 14:25:50 - mmengine - INFO - Epoch(train) [13][2780/3757] lr: 9.891e-03 eta: 1 day, 21:58:15 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.1731 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5848 loss: 3.5848 2022/06/25 14:25:55 - mmengine - INFO - Epoch(train) [13][2800/3757] lr: 9.891e-03 eta: 1 day, 21:58:08 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 4.1383 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9450 loss: 3.9450 2022/06/25 14:26:00 - mmengine - INFO - Epoch(train) [13][2820/3757] lr: 9.891e-03 eta: 1 day, 21:58:01 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.1016 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8476 loss: 3.8476 2022/06/25 14:26:05 - mmengine - INFO - Epoch(train) [13][2840/3757] lr: 9.891e-03 eta: 1 day, 21:57:54 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 3.9803 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5161 loss: 3.5161 2022/06/25 14:26:11 - mmengine - INFO - Epoch(train) [13][2860/3757] lr: 9.891e-03 eta: 1 day, 21:57:54 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.0935 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2794 loss: 3.2794 2022/06/25 14:26:18 - mmengine - INFO - Epoch(train) [13][2880/3757] lr: 9.891e-03 eta: 1 day, 21:58:13 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.2902 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7849 loss: 3.7849 2022/06/25 14:26:23 - mmengine - INFO - Epoch(train) [13][2900/3757] lr: 9.891e-03 eta: 1 day, 21:58:05 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6625 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7675 loss: 3.7675 2022/06/25 14:26:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:26:29 - mmengine - INFO - Epoch(train) [13][2920/3757] lr: 9.891e-03 eta: 1 day, 21:57:58 time: 0.250 data_time: 0.015 memory: 5036 grad_norm: 4.1906 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0824 loss: 4.0824 2022/06/25 14:26:33 - mmengine - INFO - Epoch(train) [13][2940/3757] lr: 9.891e-03 eta: 1 day, 21:57:49 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.1639 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.1728 loss: 4.1728 2022/06/25 14:26:39 - mmengine - INFO - Epoch(train) [13][2960/3757] lr: 9.891e-03 eta: 1 day, 21:57:42 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 4.0277 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5405 loss: 3.5405 2022/06/25 14:26:44 - mmengine - INFO - Epoch(train) [13][2980/3757] lr: 9.891e-03 eta: 1 day, 21:57:34 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.0888 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5081 loss: 3.5081 2022/06/25 14:26:49 - mmengine - INFO - Epoch(train) [13][3000/3757] lr: 9.891e-03 eta: 1 day, 21:57:27 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.2505 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7139 loss: 3.7139 2022/06/25 14:26:54 - mmengine - INFO - Epoch(train) [13][3020/3757] lr: 9.891e-03 eta: 1 day, 21:57:19 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 4.1475 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7916 loss: 3.7916 2022/06/25 14:26:59 - mmengine - INFO - Epoch(train) [13][3040/3757] lr: 9.891e-03 eta: 1 day, 21:57:11 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.0209 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0997 loss: 4.0997 2022/06/25 14:27:04 - mmengine - INFO - Epoch(train) [13][3060/3757] lr: 9.891e-03 eta: 1 day, 21:57:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.2624 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5713 loss: 3.5713 2022/06/25 14:27:10 - mmengine - INFO - Epoch(train) [13][3080/3757] lr: 9.891e-03 eta: 1 day, 21:57:03 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.9436 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9762 loss: 3.9762 2022/06/25 14:27:15 - mmengine - INFO - Epoch(train) [13][3100/3757] lr: 9.891e-03 eta: 1 day, 21:56:55 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.0484 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8684 loss: 3.8684 2022/06/25 14:27:20 - mmengine - INFO - Epoch(train) [13][3120/3757] lr: 9.891e-03 eta: 1 day, 21:56:47 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.5612 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9217 loss: 3.9217 2022/06/25 14:27:25 - mmengine - INFO - Epoch(train) [13][3140/3757] lr: 9.891e-03 eta: 1 day, 21:56:39 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.5439 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7606 loss: 3.7606 2022/06/25 14:27:30 - mmengine - INFO - Epoch(train) [13][3160/3757] lr: 9.891e-03 eta: 1 day, 21:56:36 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.9128 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9763 loss: 3.9763 2022/06/25 14:27:35 - mmengine - INFO - Epoch(train) [13][3180/3757] lr: 9.891e-03 eta: 1 day, 21:56:28 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.1429 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7453 loss: 3.7453 2022/06/25 14:27:40 - mmengine - INFO - Epoch(train) [13][3200/3757] lr: 9.891e-03 eta: 1 day, 21:56:20 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 3.9734 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0321 loss: 4.0321 2022/06/25 14:27:46 - mmengine - INFO - Epoch(train) [13][3220/3757] lr: 9.891e-03 eta: 1 day, 21:56:13 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.0248 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6479 loss: 3.6479 2022/06/25 14:27:51 - mmengine - INFO - Epoch(train) [13][3240/3757] lr: 9.891e-03 eta: 1 day, 21:56:09 time: 0.263 data_time: 0.020 memory: 5036 grad_norm: 4.0317 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9520 loss: 3.9520 2022/06/25 14:27:56 - mmengine - INFO - Epoch(train) [13][3260/3757] lr: 9.891e-03 eta: 1 day, 21:56:01 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.5190 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.1145 loss: 4.1145 2022/06/25 14:28:01 - mmengine - INFO - Epoch(train) [13][3280/3757] lr: 9.891e-03 eta: 1 day, 21:55:54 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.1550 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0431 loss: 4.0431 2022/06/25 14:28:06 - mmengine - INFO - Epoch(train) [13][3300/3757] lr: 9.891e-03 eta: 1 day, 21:55:47 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.1433 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6848 loss: 3.6848 2022/06/25 14:28:12 - mmengine - INFO - Epoch(train) [13][3320/3757] lr: 9.891e-03 eta: 1 day, 21:55:44 time: 0.261 data_time: 0.020 memory: 5036 grad_norm: 4.3627 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8085 loss: 3.8085 2022/06/25 14:28:17 - mmengine - INFO - Epoch(train) [13][3340/3757] lr: 9.891e-03 eta: 1 day, 21:55:37 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.1032 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4361 loss: 3.4361 2022/06/25 14:28:22 - mmengine - INFO - Epoch(train) [13][3360/3757] lr: 9.891e-03 eta: 1 day, 21:55:30 time: 0.273 data_time: 0.017 memory: 5036 grad_norm: 3.9369 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7671 loss: 3.7671 2022/06/25 14:28:27 - mmengine - INFO - Epoch(train) [13][3380/3757] lr: 9.891e-03 eta: 1 day, 21:55:25 time: 0.401 data_time: 0.002 memory: 5036 grad_norm: 4.3571 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7768 loss: 3.7768 2022/06/25 14:28:32 - mmengine - INFO - Epoch(train) [13][3400/3757] lr: 9.891e-03 eta: 1 day, 21:55:18 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.0112 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.9075 loss: 3.9075 2022/06/25 14:28:38 - mmengine - INFO - Epoch(train) [13][3420/3757] lr: 9.891e-03 eta: 1 day, 21:55:11 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.9108 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8664 loss: 3.8664 2022/06/25 14:28:43 - mmengine - INFO - Epoch(train) [13][3440/3757] lr: 9.891e-03 eta: 1 day, 21:55:05 time: 0.262 data_time: 0.020 memory: 5036 grad_norm: 4.1380 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4540 loss: 3.4540 2022/06/25 14:28:48 - mmengine - INFO - Epoch(train) [13][3460/3757] lr: 9.891e-03 eta: 1 day, 21:55:03 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.2068 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0557 loss: 4.0557 2022/06/25 14:28:53 - mmengine - INFO - Epoch(train) [13][3480/3757] lr: 9.891e-03 eta: 1 day, 21:54:57 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.7648 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7120 loss: 3.7120 2022/06/25 14:28:59 - mmengine - INFO - Epoch(train) [13][3500/3757] lr: 9.891e-03 eta: 1 day, 21:54:51 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4097 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6660 loss: 3.6660 2022/06/25 14:29:04 - mmengine - INFO - Epoch(train) [13][3520/3757] lr: 9.891e-03 eta: 1 day, 21:54:45 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 4.7465 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7953 loss: 3.7953 2022/06/25 14:29:09 - mmengine - INFO - Epoch(train) [13][3540/3757] lr: 9.891e-03 eta: 1 day, 21:54:43 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.5847 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8158 loss: 3.8158 2022/06/25 14:29:15 - mmengine - INFO - Epoch(train) [13][3560/3757] lr: 9.891e-03 eta: 1 day, 21:54:38 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.5440 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6626 loss: 3.6626 2022/06/25 14:29:20 - mmengine - INFO - Epoch(train) [13][3580/3757] lr: 9.891e-03 eta: 1 day, 21:54:31 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.4879 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0214 loss: 4.0214 2022/06/25 14:29:25 - mmengine - INFO - Epoch(train) [13][3600/3757] lr: 9.891e-03 eta: 1 day, 21:54:26 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 4.1870 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8611 loss: 3.8611 2022/06/25 14:29:31 - mmengine - INFO - Epoch(train) [13][3620/3757] lr: 9.891e-03 eta: 1 day, 21:54:24 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.8618 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8384 loss: 3.8384 2022/06/25 14:29:36 - mmengine - INFO - Epoch(train) [13][3640/3757] lr: 9.891e-03 eta: 1 day, 21:54:18 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 4.2760 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7838 loss: 3.7838 2022/06/25 14:29:41 - mmengine - INFO - Epoch(train) [13][3660/3757] lr: 9.891e-03 eta: 1 day, 21:54:10 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.3827 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7388 loss: 3.7388 2022/06/25 14:29:46 - mmengine - INFO - Epoch(train) [13][3680/3757] lr: 9.891e-03 eta: 1 day, 21:54:03 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.1885 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4914 loss: 3.4914 2022/06/25 14:29:51 - mmengine - INFO - Epoch(train) [13][3700/3757] lr: 9.891e-03 eta: 1 day, 21:53:58 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 3.8450 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7835 loss: 3.7835 2022/06/25 14:29:57 - mmengine - INFO - Epoch(train) [13][3720/3757] lr: 9.891e-03 eta: 1 day, 21:53:52 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.3495 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7982 loss: 3.7982 2022/06/25 14:30:02 - mmengine - INFO - Epoch(train) [13][3740/3757] lr: 9.891e-03 eta: 1 day, 21:53:45 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.5413 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6662 loss: 3.6662 2022/06/25 14:30:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:30:06 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/06/25 14:30:19 - mmengine - INFO - Epoch(val) [13][20/310] eta: 0:01:43 time: 0.103 data_time: 0.001 memory: 5036 2022/06/25 14:30:23 - mmengine - INFO - Epoch(val) [13][40/310] eta: 0:01:38 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 14:30:28 - mmengine - INFO - Epoch(val) [13][60/310] eta: 0:00:27 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:30:32 - mmengine - INFO - Epoch(val) [13][80/310] eta: 0:00:23 time: 0.111 data_time: 0.005 memory: 1723 2022/06/25 14:30:39 - mmengine - INFO - Epoch(val) [13][100/310] eta: 0:01:06 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:30:44 - mmengine - INFO - Epoch(val) [13][120/310] eta: 0:01:09 time: 0.128 data_time: 0.026 memory: 1723 2022/06/25 14:30:49 - mmengine - INFO - Epoch(val) [13][140/310] eta: 0:00:20 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:30:54 - mmengine - INFO - Epoch(val) [13][160/310] eta: 0:00:15 time: 0.111 data_time: 0.003 memory: 1723 2022/06/25 14:31:00 - mmengine - INFO - Epoch(val) [13][180/310] eta: 0:00:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:31:05 - mmengine - INFO - Epoch(val) [13][200/310] eta: 0:00:37 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:31:10 - mmengine - INFO - Epoch(val) [13][220/310] eta: 0:00:12 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:31:14 - mmengine - INFO - Epoch(val) [13][240/310] eta: 0:00:07 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 14:31:21 - mmengine - INFO - Epoch(val) [13][260/310] eta: 0:00:15 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 14:31:26 - mmengine - INFO - Epoch(val) [13][280/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:31:28 - mmengine - INFO - Epoch(val) [13][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/25 14:31:30 - mmengine - INFO - Epoch(val) [13][310/310] acc/top1: 0.2509 acc/top5: 0.5059 acc/mean1: 0.2507 2022/06/25 14:31:40 - mmengine - INFO - Epoch(train) [14][20/3757] lr: 9.872e-03 eta: 1 day, 21:54:08 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.8007 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4100 loss: 3.4100 2022/06/25 14:31:46 - mmengine - INFO - Epoch(train) [14][40/3757] lr: 9.872e-03 eta: 1 day, 21:54:08 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.1184 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5678 loss: 3.5678 2022/06/25 14:31:51 - mmengine - INFO - Epoch(train) [14][60/3757] lr: 9.872e-03 eta: 1 day, 21:54:05 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.5343 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6039 loss: 3.6039 2022/06/25 14:31:56 - mmengine - INFO - Epoch(train) [14][80/3757] lr: 9.872e-03 eta: 1 day, 21:53:58 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 4.2907 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8567 loss: 3.8567 2022/06/25 14:32:01 - mmengine - INFO - Epoch(train) [14][100/3757] lr: 9.872e-03 eta: 1 day, 21:53:53 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.2063 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4862 loss: 3.4862 2022/06/25 14:32:07 - mmengine - INFO - Epoch(train) [14][120/3757] lr: 9.872e-03 eta: 1 day, 21:53:45 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.0828 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.2616 loss: 4.2616 2022/06/25 14:32:12 - mmengine - INFO - Epoch(train) [14][140/3757] lr: 9.872e-03 eta: 1 day, 21:53:39 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.3138 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4543 loss: 3.4543 2022/06/25 14:32:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:32:17 - mmengine - INFO - Epoch(train) [14][160/3757] lr: 9.872e-03 eta: 1 day, 21:53:33 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 4.1955 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4598 loss: 3.4598 2022/06/25 14:32:23 - mmengine - INFO - Epoch(train) [14][180/3757] lr: 9.872e-03 eta: 1 day, 21:53:35 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.7032 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9164 loss: 3.9164 2022/06/25 14:32:28 - mmengine - INFO - Epoch(train) [14][200/3757] lr: 9.872e-03 eta: 1 day, 21:53:28 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.2976 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 4.0855 loss: 4.0855 2022/06/25 14:32:33 - mmengine - INFO - Epoch(train) [14][220/3757] lr: 9.872e-03 eta: 1 day, 21:53:21 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.3576 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5655 loss: 3.5655 2022/06/25 14:32:39 - mmengine - INFO - Epoch(train) [14][240/3757] lr: 9.872e-03 eta: 1 day, 21:53:19 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.4149 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 4.1620 loss: 4.1620 2022/06/25 14:32:44 - mmengine - INFO - Epoch(train) [14][260/3757] lr: 9.872e-03 eta: 1 day, 21:53:13 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.9817 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4911 loss: 3.4911 2022/06/25 14:32:49 - mmengine - INFO - Epoch(train) [14][280/3757] lr: 9.872e-03 eta: 1 day, 21:53:07 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.1887 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2041 loss: 3.2041 2022/06/25 14:32:54 - mmengine - INFO - Epoch(train) [14][300/3757] lr: 9.872e-03 eta: 1 day, 21:52:59 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2824 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0393 loss: 4.0393 2022/06/25 14:32:59 - mmengine - INFO - Epoch(train) [14][320/3757] lr: 9.872e-03 eta: 1 day, 21:52:54 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9599 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7341 loss: 3.7341 2022/06/25 14:33:05 - mmengine - INFO - Epoch(train) [14][340/3757] lr: 9.872e-03 eta: 1 day, 21:52:47 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.7306 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6231 loss: 3.6231 2022/06/25 14:33:10 - mmengine - INFO - Epoch(train) [14][360/3757] lr: 9.872e-03 eta: 1 day, 21:52:47 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.3538 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7970 loss: 3.7970 2022/06/25 14:33:15 - mmengine - INFO - Epoch(train) [14][380/3757] lr: 9.872e-03 eta: 1 day, 21:52:40 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.3108 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6253 loss: 3.6253 2022/06/25 14:33:21 - mmengine - INFO - Epoch(train) [14][400/3757] lr: 9.872e-03 eta: 1 day, 21:52:32 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.7355 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.8563 loss: 3.8563 2022/06/25 14:33:26 - mmengine - INFO - Epoch(train) [14][420/3757] lr: 9.872e-03 eta: 1 day, 21:52:27 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 4.1086 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5765 loss: 3.5765 2022/06/25 14:33:31 - mmengine - INFO - Epoch(train) [14][440/3757] lr: 9.872e-03 eta: 1 day, 21:52:26 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.8444 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8410 loss: 3.8410 2022/06/25 14:33:36 - mmengine - INFO - Epoch(train) [14][460/3757] lr: 9.872e-03 eta: 1 day, 21:52:19 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.0935 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1305 loss: 4.1305 2022/06/25 14:33:42 - mmengine - INFO - Epoch(train) [14][480/3757] lr: 9.872e-03 eta: 1 day, 21:52:13 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 4.4895 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4909 loss: 3.4909 2022/06/25 14:33:47 - mmengine - INFO - Epoch(train) [14][500/3757] lr: 9.872e-03 eta: 1 day, 21:52:06 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.2107 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9675 loss: 3.9675 2022/06/25 14:33:52 - mmengine - INFO - Epoch(train) [14][520/3757] lr: 9.872e-03 eta: 1 day, 21:52:05 time: 0.258 data_time: 0.017 memory: 5036 grad_norm: 4.7706 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.6462 loss: 3.6462 2022/06/25 14:33:58 - mmengine - INFO - Epoch(train) [14][540/3757] lr: 9.872e-03 eta: 1 day, 21:51:57 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.5911 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5591 loss: 3.5591 2022/06/25 14:34:03 - mmengine - INFO - Epoch(train) [14][560/3757] lr: 9.872e-03 eta: 1 day, 21:51:51 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 4.0857 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9338 loss: 3.9338 2022/06/25 14:34:08 - mmengine - INFO - Epoch(train) [14][580/3757] lr: 9.872e-03 eta: 1 day, 21:51:47 time: 0.527 data_time: 0.003 memory: 5036 grad_norm: 4.1289 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6079 loss: 3.6079 2022/06/25 14:34:13 - mmengine - INFO - Epoch(train) [14][600/3757] lr: 9.872e-03 eta: 1 day, 21:51:39 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 4.0109 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6510 loss: 3.6510 2022/06/25 14:34:18 - mmengine - INFO - Epoch(train) [14][620/3757] lr: 9.872e-03 eta: 1 day, 21:51:32 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.1574 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6597 loss: 3.6597 2022/06/25 14:34:23 - mmengine - INFO - Epoch(train) [14][640/3757] lr: 9.872e-03 eta: 1 day, 21:51:26 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.1800 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6927 loss: 3.6927 2022/06/25 14:34:29 - mmengine - INFO - Epoch(train) [14][660/3757] lr: 9.872e-03 eta: 1 day, 21:51:20 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7549 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4535 loss: 3.4535 2022/06/25 14:34:34 - mmengine - INFO - Epoch(train) [14][680/3757] lr: 9.872e-03 eta: 1 day, 21:51:12 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3721 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4609 loss: 3.4609 2022/06/25 14:34:39 - mmengine - INFO - Epoch(train) [14][700/3757] lr: 9.872e-03 eta: 1 day, 21:51:04 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.9911 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8634 loss: 3.8634 2022/06/25 14:34:44 - mmengine - INFO - Epoch(train) [14][720/3757] lr: 9.872e-03 eta: 1 day, 21:50:56 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8793 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5456 loss: 3.5456 2022/06/25 14:34:49 - mmengine - INFO - Epoch(train) [14][740/3757] lr: 9.872e-03 eta: 1 day, 21:50:49 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3692 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6613 loss: 3.6613 2022/06/25 14:34:54 - mmengine - INFO - Epoch(train) [14][760/3757] lr: 9.872e-03 eta: 1 day, 21:50:41 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.3016 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.5020 loss: 3.5020 2022/06/25 14:34:59 - mmengine - INFO - Epoch(train) [14][780/3757] lr: 9.872e-03 eta: 1 day, 21:50:33 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2698 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.8934 loss: 3.8934 2022/06/25 14:35:04 - mmengine - INFO - Epoch(train) [14][800/3757] lr: 9.872e-03 eta: 1 day, 21:50:27 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.0099 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.6169 loss: 3.6169 2022/06/25 14:35:09 - mmengine - INFO - Epoch(train) [14][820/3757] lr: 9.872e-03 eta: 1 day, 21:50:19 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.1086 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8540 loss: 3.8540 2022/06/25 14:35:14 - mmengine - INFO - Epoch(train) [14][840/3757] lr: 9.872e-03 eta: 1 day, 21:50:12 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.2283 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5846 loss: 3.5846 2022/06/25 14:35:20 - mmengine - INFO - Epoch(train) [14][860/3757] lr: 9.872e-03 eta: 1 day, 21:50:08 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.9291 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7673 loss: 3.7673 2022/06/25 14:35:25 - mmengine - INFO - Epoch(train) [14][880/3757] lr: 9.872e-03 eta: 1 day, 21:50:00 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.2156 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6770 loss: 3.6770 2022/06/25 14:35:30 - mmengine - INFO - Epoch(train) [14][900/3757] lr: 9.872e-03 eta: 1 day, 21:49:53 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.8172 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7222 loss: 3.7222 2022/06/25 14:35:35 - mmengine - INFO - Epoch(train) [14][920/3757] lr: 9.872e-03 eta: 1 day, 21:49:46 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 3.9107 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7547 loss: 3.7547 2022/06/25 14:35:41 - mmengine - INFO - Epoch(train) [14][940/3757] lr: 9.872e-03 eta: 1 day, 21:49:43 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.2640 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9039 loss: 3.9039 2022/06/25 14:35:46 - mmengine - INFO - Epoch(train) [14][960/3757] lr: 9.872e-03 eta: 1 day, 21:49:37 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.1006 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7143 loss: 3.7143 2022/06/25 14:35:51 - mmengine - INFO - Epoch(train) [14][980/3757] lr: 9.872e-03 eta: 1 day, 21:49:31 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.2462 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8224 loss: 3.8224 2022/06/25 14:35:57 - mmengine - INFO - Epoch(train) [14][1000/3757] lr: 9.872e-03 eta: 1 day, 21:49:31 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 4.1362 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4943 loss: 3.4943 2022/06/25 14:36:03 - mmengine - INFO - Epoch(train) [14][1020/3757] lr: 9.872e-03 eta: 1 day, 21:49:33 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.1728 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7655 loss: 3.7655 2022/06/25 14:36:08 - mmengine - INFO - Epoch(train) [14][1040/3757] lr: 9.872e-03 eta: 1 day, 21:49:25 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.5072 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8477 loss: 3.8477 2022/06/25 14:36:13 - mmengine - INFO - Epoch(train) [14][1060/3757] lr: 9.872e-03 eta: 1 day, 21:49:19 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.6263 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7486 loss: 3.7486 2022/06/25 14:36:18 - mmengine - INFO - Epoch(train) [14][1080/3757] lr: 9.872e-03 eta: 1 day, 21:49:16 time: 0.275 data_time: 0.032 memory: 5036 grad_norm: 4.3615 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6881 loss: 3.6881 2022/06/25 14:36:24 - mmengine - INFO - Epoch(train) [14][1100/3757] lr: 9.872e-03 eta: 1 day, 21:49:11 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.3089 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6827 loss: 3.6827 2022/06/25 14:36:29 - mmengine - INFO - Epoch(train) [14][1120/3757] lr: 9.872e-03 eta: 1 day, 21:49:04 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 5.0534 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6708 loss: 3.6708 2022/06/25 14:36:34 - mmengine - INFO - Epoch(train) [14][1140/3757] lr: 9.872e-03 eta: 1 day, 21:48:57 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.2195 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8915 loss: 3.8915 2022/06/25 14:36:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:36:40 - mmengine - INFO - Epoch(train) [14][1160/3757] lr: 9.872e-03 eta: 1 day, 21:48:57 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.6714 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8052 loss: 3.8052 2022/06/25 14:36:45 - mmengine - INFO - Epoch(train) [14][1180/3757] lr: 9.872e-03 eta: 1 day, 21:48:51 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3510 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5878 loss: 3.5878 2022/06/25 14:36:50 - mmengine - INFO - Epoch(train) [14][1200/3757] lr: 9.872e-03 eta: 1 day, 21:48:44 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.0959 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6995 loss: 3.6995 2022/06/25 14:36:55 - mmengine - INFO - Epoch(train) [14][1220/3757] lr: 9.872e-03 eta: 1 day, 21:48:37 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.8173 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6458 loss: 3.6458 2022/06/25 14:37:01 - mmengine - INFO - Epoch(train) [14][1240/3757] lr: 9.872e-03 eta: 1 day, 21:48:35 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 4.0058 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6406 loss: 3.6406 2022/06/25 14:37:06 - mmengine - INFO - Epoch(train) [14][1260/3757] lr: 9.872e-03 eta: 1 day, 21:48:30 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.0382 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8765 loss: 3.8765 2022/06/25 14:37:11 - mmengine - INFO - Epoch(train) [14][1280/3757] lr: 9.872e-03 eta: 1 day, 21:48:24 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 3.7810 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0478 loss: 4.0478 2022/06/25 14:37:16 - mmengine - INFO - Epoch(train) [14][1300/3757] lr: 9.872e-03 eta: 1 day, 21:48:18 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.3088 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9132 loss: 3.9132 2022/06/25 14:37:22 - mmengine - INFO - Epoch(train) [14][1320/3757] lr: 9.872e-03 eta: 1 day, 21:48:18 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.9473 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4528 loss: 3.4528 2022/06/25 14:37:27 - mmengine - INFO - Epoch(train) [14][1340/3757] lr: 9.872e-03 eta: 1 day, 21:48:11 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.2417 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9047 loss: 3.9047 2022/06/25 14:37:32 - mmengine - INFO - Epoch(train) [14][1360/3757] lr: 9.872e-03 eta: 1 day, 21:48:04 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.5085 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8916 loss: 3.8916 2022/06/25 14:37:37 - mmengine - INFO - Epoch(train) [14][1380/3757] lr: 9.872e-03 eta: 1 day, 21:47:57 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.4428 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7639 loss: 3.7639 2022/06/25 14:37:43 - mmengine - INFO - Epoch(train) [14][1400/3757] lr: 9.872e-03 eta: 1 day, 21:47:52 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.7821 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7502 loss: 3.7502 2022/06/25 14:37:48 - mmengine - INFO - Epoch(train) [14][1420/3757] lr: 9.872e-03 eta: 1 day, 21:47:44 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.0335 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3326 loss: 3.3326 2022/06/25 14:37:53 - mmengine - INFO - Epoch(train) [14][1440/3757] lr: 9.872e-03 eta: 1 day, 21:47:36 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 3.7606 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8567 loss: 3.8567 2022/06/25 14:37:58 - mmengine - INFO - Epoch(train) [14][1460/3757] lr: 9.872e-03 eta: 1 day, 21:47:29 time: 0.351 data_time: 0.008 memory: 5036 grad_norm: 3.9009 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2390 loss: 3.2390 2022/06/25 14:38:03 - mmengine - INFO - Epoch(train) [14][1480/3757] lr: 9.872e-03 eta: 1 day, 21:47:22 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2346 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8016 loss: 3.8016 2022/06/25 14:38:08 - mmengine - INFO - Epoch(train) [14][1500/3757] lr: 9.872e-03 eta: 1 day, 21:47:15 time: 0.244 data_time: 0.007 memory: 5036 grad_norm: 4.3057 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7653 loss: 3.7653 2022/06/25 14:38:14 - mmengine - INFO - Epoch(train) [14][1520/3757] lr: 9.872e-03 eta: 1 day, 21:47:15 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 4.1035 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6656 loss: 3.6656 2022/06/25 14:38:19 - mmengine - INFO - Epoch(train) [14][1540/3757] lr: 9.872e-03 eta: 1 day, 21:47:10 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7846 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8244 loss: 3.8244 2022/06/25 14:38:24 - mmengine - INFO - Epoch(train) [14][1560/3757] lr: 9.872e-03 eta: 1 day, 21:47:02 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.0980 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3225 loss: 3.3225 2022/06/25 14:38:29 - mmengine - INFO - Epoch(train) [14][1580/3757] lr: 9.872e-03 eta: 1 day, 21:46:56 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.4618 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8081 loss: 3.8081 2022/06/25 14:38:34 - mmengine - INFO - Epoch(train) [14][1600/3757] lr: 9.872e-03 eta: 1 day, 21:46:48 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.3960 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0196 loss: 4.0196 2022/06/25 14:38:40 - mmengine - INFO - Epoch(train) [14][1620/3757] lr: 9.872e-03 eta: 1 day, 21:46:44 time: 0.254 data_time: 0.017 memory: 5036 grad_norm: 4.2885 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9166 loss: 3.9166 2022/06/25 14:38:45 - mmengine - INFO - Epoch(train) [14][1640/3757] lr: 9.872e-03 eta: 1 day, 21:46:36 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.3677 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6125 loss: 3.6125 2022/06/25 14:38:50 - mmengine - INFO - Epoch(train) [14][1660/3757] lr: 9.872e-03 eta: 1 day, 21:46:30 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 3.9597 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6898 loss: 3.6898 2022/06/25 14:38:55 - mmengine - INFO - Epoch(train) [14][1680/3757] lr: 9.872e-03 eta: 1 day, 21:46:22 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.0986 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6149 loss: 3.6149 2022/06/25 14:39:00 - mmengine - INFO - Epoch(train) [14][1700/3757] lr: 9.872e-03 eta: 1 day, 21:46:15 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 4.1785 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8027 loss: 3.8027 2022/06/25 14:39:05 - mmengine - INFO - Epoch(train) [14][1720/3757] lr: 9.872e-03 eta: 1 day, 21:46:08 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.1654 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3341 loss: 3.3341 2022/06/25 14:39:11 - mmengine - INFO - Epoch(train) [14][1740/3757] lr: 9.872e-03 eta: 1 day, 21:46:02 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3980 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7831 loss: 3.7831 2022/06/25 14:39:16 - mmengine - INFO - Epoch(train) [14][1760/3757] lr: 9.872e-03 eta: 1 day, 21:45:54 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.4388 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8201 loss: 3.8201 2022/06/25 14:39:21 - mmengine - INFO - Epoch(train) [14][1780/3757] lr: 9.872e-03 eta: 1 day, 21:45:49 time: 0.249 data_time: 0.014 memory: 5036 grad_norm: 3.7609 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7486 loss: 3.7486 2022/06/25 14:39:26 - mmengine - INFO - Epoch(train) [14][1800/3757] lr: 9.872e-03 eta: 1 day, 21:45:42 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.4600 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.0029 loss: 4.0029 2022/06/25 14:39:31 - mmengine - INFO - Epoch(train) [14][1820/3757] lr: 9.872e-03 eta: 1 day, 21:45:35 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.1262 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8905 loss: 3.8905 2022/06/25 14:39:36 - mmengine - INFO - Epoch(train) [14][1840/3757] lr: 9.872e-03 eta: 1 day, 21:45:28 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.1525 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6173 loss: 3.6173 2022/06/25 14:39:41 - mmengine - INFO - Epoch(train) [14][1860/3757] lr: 9.872e-03 eta: 1 day, 21:45:21 time: 0.255 data_time: 0.018 memory: 5036 grad_norm: 4.1018 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8227 loss: 3.8227 2022/06/25 14:39:47 - mmengine - INFO - Epoch(train) [14][1880/3757] lr: 9.872e-03 eta: 1 day, 21:45:13 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4456 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5363 loss: 3.5363 2022/06/25 14:39:52 - mmengine - INFO - Epoch(train) [14][1900/3757] lr: 9.872e-03 eta: 1 day, 21:45:10 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.2718 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3377 loss: 3.3377 2022/06/25 14:39:57 - mmengine - INFO - Epoch(train) [14][1920/3757] lr: 9.872e-03 eta: 1 day, 21:45:02 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 4.3038 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6735 loss: 3.6735 2022/06/25 14:40:02 - mmengine - INFO - Epoch(train) [14][1940/3757] lr: 9.872e-03 eta: 1 day, 21:44:57 time: 0.258 data_time: 0.023 memory: 5036 grad_norm: 4.7730 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0173 loss: 4.0173 2022/06/25 14:40:08 - mmengine - INFO - Epoch(train) [14][1960/3757] lr: 9.872e-03 eta: 1 day, 21:44:56 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.2367 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2048 loss: 3.2048 2022/06/25 14:40:13 - mmengine - INFO - Epoch(train) [14][1980/3757] lr: 9.872e-03 eta: 1 day, 21:44:52 time: 0.270 data_time: 0.005 memory: 5036 grad_norm: 4.3738 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4289 loss: 3.4289 2022/06/25 14:40:18 - mmengine - INFO - Epoch(train) [14][2000/3757] lr: 9.872e-03 eta: 1 day, 21:44:46 time: 0.264 data_time: 0.011 memory: 5036 grad_norm: 3.8352 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8278 loss: 3.8278 2022/06/25 14:40:24 - mmengine - INFO - Epoch(train) [14][2020/3757] lr: 9.872e-03 eta: 1 day, 21:44:41 time: 0.266 data_time: 0.024 memory: 5036 grad_norm: 4.1925 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.5188 loss: 3.5188 2022/06/25 14:40:30 - mmengine - INFO - Epoch(train) [14][2040/3757] lr: 9.872e-03 eta: 1 day, 21:44:42 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2649 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.6020 loss: 3.6020 2022/06/25 14:40:35 - mmengine - INFO - Epoch(train) [14][2060/3757] lr: 9.872e-03 eta: 1 day, 21:44:36 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 4.3166 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.6236 loss: 3.6236 2022/06/25 14:40:40 - mmengine - INFO - Epoch(train) [14][2080/3757] lr: 9.872e-03 eta: 1 day, 21:44:28 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 4.3128 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4831 loss: 3.4831 2022/06/25 14:40:45 - mmengine - INFO - Epoch(train) [14][2100/3757] lr: 9.872e-03 eta: 1 day, 21:44:22 time: 0.280 data_time: 0.036 memory: 5036 grad_norm: 4.8288 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5694 loss: 3.5694 2022/06/25 14:40:51 - mmengine - INFO - Epoch(train) [14][2120/3757] lr: 9.872e-03 eta: 1 day, 21:44:21 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.2446 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5609 loss: 3.5609 2022/06/25 14:40:56 - mmengine - INFO - Epoch(train) [14][2140/3757] lr: 9.872e-03 eta: 1 day, 21:44:15 time: 0.273 data_time: 0.008 memory: 5036 grad_norm: 4.7509 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6245 loss: 3.6245 2022/06/25 14:41:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:41:01 - mmengine - INFO - Epoch(train) [14][2160/3757] lr: 9.872e-03 eta: 1 day, 21:44:08 time: 0.275 data_time: 0.015 memory: 5036 grad_norm: 4.5258 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6596 loss: 3.6596 2022/06/25 14:41:06 - mmengine - INFO - Epoch(train) [14][2180/3757] lr: 9.872e-03 eta: 1 day, 21:44:01 time: 0.268 data_time: 0.027 memory: 5036 grad_norm: 4.1801 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5777 loss: 3.5777 2022/06/25 14:41:11 - mmengine - INFO - Epoch(train) [14][2200/3757] lr: 9.872e-03 eta: 1 day, 21:43:56 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.4711 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5961 loss: 3.5961 2022/06/25 14:41:17 - mmengine - INFO - Epoch(train) [14][2220/3757] lr: 9.872e-03 eta: 1 day, 21:43:51 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.1962 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.6866 loss: 3.6866 2022/06/25 14:41:22 - mmengine - INFO - Epoch(train) [14][2240/3757] lr: 9.872e-03 eta: 1 day, 21:43:43 time: 0.260 data_time: 0.016 memory: 5036 grad_norm: 4.4014 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5472 loss: 3.5472 2022/06/25 14:41:27 - mmengine - INFO - Epoch(train) [14][2260/3757] lr: 9.872e-03 eta: 1 day, 21:43:37 time: 0.259 data_time: 0.023 memory: 5036 grad_norm: 4.6482 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7157 loss: 3.7157 2022/06/25 14:41:32 - mmengine - INFO - Epoch(train) [14][2280/3757] lr: 9.872e-03 eta: 1 day, 21:43:31 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 4.2191 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6801 loss: 3.6801 2022/06/25 14:41:37 - mmengine - INFO - Epoch(train) [14][2300/3757] lr: 9.872e-03 eta: 1 day, 21:43:25 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.5396 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.8080 loss: 3.8080 2022/06/25 14:41:43 - mmengine - INFO - Epoch(train) [14][2320/3757] lr: 9.872e-03 eta: 1 day, 21:43:18 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 3.9842 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6044 loss: 3.6044 2022/06/25 14:41:48 - mmengine - INFO - Epoch(train) [14][2340/3757] lr: 9.872e-03 eta: 1 day, 21:43:12 time: 0.261 data_time: 0.025 memory: 5036 grad_norm: 4.5773 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9790 loss: 3.9790 2022/06/25 14:41:53 - mmengine - INFO - Epoch(train) [14][2360/3757] lr: 9.872e-03 eta: 1 day, 21:43:07 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.5298 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4910 loss: 3.4910 2022/06/25 14:41:58 - mmengine - INFO - Epoch(train) [14][2380/3757] lr: 9.872e-03 eta: 1 day, 21:43:01 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.4019 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7000 loss: 3.7000 2022/06/25 14:42:03 - mmengine - INFO - Epoch(train) [14][2400/3757] lr: 9.872e-03 eta: 1 day, 21:42:54 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.6126 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6823 loss: 3.6823 2022/06/25 14:42:09 - mmengine - INFO - Epoch(train) [14][2420/3757] lr: 9.872e-03 eta: 1 day, 21:42:49 time: 0.347 data_time: 0.054 memory: 5036 grad_norm: 4.0611 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8128 loss: 3.8128 2022/06/25 14:42:14 - mmengine - INFO - Epoch(train) [14][2440/3757] lr: 9.872e-03 eta: 1 day, 21:42:42 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.7051 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8548 loss: 3.8548 2022/06/25 14:42:19 - mmengine - INFO - Epoch(train) [14][2460/3757] lr: 9.872e-03 eta: 1 day, 21:42:36 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 4.0557 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8781 loss: 3.8781 2022/06/25 14:42:24 - mmengine - INFO - Epoch(train) [14][2480/3757] lr: 9.872e-03 eta: 1 day, 21:42:30 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.2269 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.5104 loss: 3.5104 2022/06/25 14:42:30 - mmengine - INFO - Epoch(train) [14][2500/3757] lr: 9.872e-03 eta: 1 day, 21:42:31 time: 0.275 data_time: 0.033 memory: 5036 grad_norm: 4.4426 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8490 loss: 3.8490 2022/06/25 14:42:35 - mmengine - INFO - Epoch(train) [14][2520/3757] lr: 9.872e-03 eta: 1 day, 21:42:24 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6601 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9552 loss: 3.9552 2022/06/25 14:42:40 - mmengine - INFO - Epoch(train) [14][2540/3757] lr: 9.872e-03 eta: 1 day, 21:42:18 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.1654 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6393 loss: 3.6393 2022/06/25 14:42:45 - mmengine - INFO - Epoch(train) [14][2560/3757] lr: 9.872e-03 eta: 1 day, 21:42:11 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.9435 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.3173 loss: 4.3173 2022/06/25 14:42:51 - mmengine - INFO - Epoch(train) [14][2580/3757] lr: 9.872e-03 eta: 1 day, 21:42:13 time: 0.264 data_time: 0.028 memory: 5036 grad_norm: 4.0275 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5330 loss: 3.5330 2022/06/25 14:42:56 - mmengine - INFO - Epoch(train) [14][2600/3757] lr: 9.872e-03 eta: 1 day, 21:42:06 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.1802 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6137 loss: 3.6137 2022/06/25 14:43:02 - mmengine - INFO - Epoch(train) [14][2620/3757] lr: 9.872e-03 eta: 1 day, 21:42:00 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 4.4235 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.6701 loss: 3.6701 2022/06/25 14:43:07 - mmengine - INFO - Epoch(train) [14][2640/3757] lr: 9.872e-03 eta: 1 day, 21:41:52 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.4746 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5004 loss: 3.5004 2022/06/25 14:43:12 - mmengine - INFO - Epoch(train) [14][2660/3757] lr: 9.872e-03 eta: 1 day, 21:41:47 time: 0.253 data_time: 0.017 memory: 5036 grad_norm: 4.1994 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.9707 loss: 3.9707 2022/06/25 14:43:17 - mmengine - INFO - Epoch(train) [14][2680/3757] lr: 9.872e-03 eta: 1 day, 21:41:39 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7123 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3809 loss: 3.3809 2022/06/25 14:43:22 - mmengine - INFO - Epoch(train) [14][2700/3757] lr: 9.872e-03 eta: 1 day, 21:41:33 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 4.0660 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6550 loss: 3.6550 2022/06/25 14:43:27 - mmengine - INFO - Epoch(train) [14][2720/3757] lr: 9.872e-03 eta: 1 day, 21:41:25 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.3411 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5804 loss: 3.5804 2022/06/25 14:43:33 - mmengine - INFO - Epoch(train) [14][2740/3757] lr: 9.872e-03 eta: 1 day, 21:41:23 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 4.2038 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5418 loss: 3.5418 2022/06/25 14:43:38 - mmengine - INFO - Epoch(train) [14][2760/3757] lr: 9.872e-03 eta: 1 day, 21:41:16 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.9637 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6969 loss: 3.6969 2022/06/25 14:43:43 - mmengine - INFO - Epoch(train) [14][2780/3757] lr: 9.872e-03 eta: 1 day, 21:41:09 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.0121 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8976 loss: 3.8976 2022/06/25 14:43:48 - mmengine - INFO - Epoch(train) [14][2800/3757] lr: 9.872e-03 eta: 1 day, 21:41:02 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.0265 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9266 loss: 3.9266 2022/06/25 14:43:54 - mmengine - INFO - Epoch(train) [14][2820/3757] lr: 9.872e-03 eta: 1 day, 21:40:59 time: 0.245 data_time: 0.009 memory: 5036 grad_norm: 3.9230 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8917 loss: 3.8917 2022/06/25 14:43:59 - mmengine - INFO - Epoch(train) [14][2840/3757] lr: 9.872e-03 eta: 1 day, 21:40:53 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.1342 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9626 loss: 3.9626 2022/06/25 14:44:04 - mmengine - INFO - Epoch(train) [14][2860/3757] lr: 9.872e-03 eta: 1 day, 21:40:48 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.4026 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8675 loss: 3.8675 2022/06/25 14:44:09 - mmengine - INFO - Epoch(train) [14][2880/3757] lr: 9.872e-03 eta: 1 day, 21:40:42 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.0993 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.0374 loss: 4.0374 2022/06/25 14:44:15 - mmengine - INFO - Epoch(train) [14][2900/3757] lr: 9.872e-03 eta: 1 day, 21:40:36 time: 0.252 data_time: 0.015 memory: 5036 grad_norm: 4.3169 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8495 loss: 3.8495 2022/06/25 14:44:20 - mmengine - INFO - Epoch(train) [14][2920/3757] lr: 9.872e-03 eta: 1 day, 21:40:29 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.0978 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9317 loss: 3.9317 2022/06/25 14:44:25 - mmengine - INFO - Epoch(train) [14][2940/3757] lr: 9.872e-03 eta: 1 day, 21:40:23 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.3168 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5398 loss: 3.5398 2022/06/25 14:44:30 - mmengine - INFO - Epoch(train) [14][2960/3757] lr: 9.872e-03 eta: 1 day, 21:40:21 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0626 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8650 loss: 3.8650 2022/06/25 14:44:36 - mmengine - INFO - Epoch(train) [14][2980/3757] lr: 9.872e-03 eta: 1 day, 21:40:14 time: 0.253 data_time: 0.017 memory: 5036 grad_norm: 4.2729 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2453 loss: 4.2453 2022/06/25 14:44:41 - mmengine - INFO - Epoch(train) [14][3000/3757] lr: 9.872e-03 eta: 1 day, 21:40:08 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.4891 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5115 loss: 3.5115 2022/06/25 14:44:46 - mmengine - INFO - Epoch(train) [14][3020/3757] lr: 9.872e-03 eta: 1 day, 21:40:03 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 3.7543 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9816 loss: 3.9816 2022/06/25 14:44:52 - mmengine - INFO - Epoch(train) [14][3040/3757] lr: 9.872e-03 eta: 1 day, 21:40:06 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3034 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8734 loss: 3.8734 2022/06/25 14:44:57 - mmengine - INFO - Epoch(train) [14][3060/3757] lr: 9.872e-03 eta: 1 day, 21:39:59 time: 0.272 data_time: 0.028 memory: 5036 grad_norm: 4.0799 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4862 loss: 3.4862 2022/06/25 14:45:02 - mmengine - INFO - Epoch(train) [14][3080/3757] lr: 9.872e-03 eta: 1 day, 21:39:54 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.3101 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9433 loss: 3.9433 2022/06/25 14:45:08 - mmengine - INFO - Epoch(train) [14][3100/3757] lr: 9.872e-03 eta: 1 day, 21:39:47 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.9886 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0387 loss: 4.0387 2022/06/25 14:45:13 - mmengine - INFO - Epoch(train) [14][3120/3757] lr: 9.872e-03 eta: 1 day, 21:39:46 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 4.1738 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5383 loss: 3.5383 2022/06/25 14:45:18 - mmengine - INFO - Epoch(train) [14][3140/3757] lr: 9.872e-03 eta: 1 day, 21:39:38 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.2270 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8410 loss: 3.8410 2022/06/25 14:45:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:45:24 - mmengine - INFO - Epoch(train) [14][3160/3757] lr: 9.872e-03 eta: 1 day, 21:39:33 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.2211 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5473 loss: 3.5473 2022/06/25 14:45:29 - mmengine - INFO - Epoch(train) [14][3180/3757] lr: 9.872e-03 eta: 1 day, 21:39:32 time: 0.742 data_time: 0.002 memory: 5036 grad_norm: 4.4615 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.9881 loss: 3.9881 2022/06/25 14:45:34 - mmengine - INFO - Epoch(train) [14][3200/3757] lr: 9.872e-03 eta: 1 day, 21:39:25 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.4447 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8671 loss: 3.8671 2022/06/25 14:45:40 - mmengine - INFO - Epoch(train) [14][3220/3757] lr: 9.872e-03 eta: 1 day, 21:39:20 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.1468 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2575 loss: 3.2575 2022/06/25 14:45:45 - mmengine - INFO - Epoch(train) [14][3240/3757] lr: 9.872e-03 eta: 1 day, 21:39:12 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.4238 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8114 loss: 3.8114 2022/06/25 14:45:50 - mmengine - INFO - Epoch(train) [14][3260/3757] lr: 9.872e-03 eta: 1 day, 21:39:04 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 4.2138 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8851 loss: 3.8851 2022/06/25 14:45:55 - mmengine - INFO - Epoch(train) [14][3280/3757] lr: 9.872e-03 eta: 1 day, 21:38:57 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.0032 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6881 loss: 3.6881 2022/06/25 14:46:00 - mmengine - INFO - Epoch(train) [14][3300/3757] lr: 9.872e-03 eta: 1 day, 21:38:49 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.1711 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2658 loss: 3.2658 2022/06/25 14:46:05 - mmengine - INFO - Epoch(train) [14][3320/3757] lr: 9.872e-03 eta: 1 day, 21:38:41 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.4283 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.1337 loss: 4.1337 2022/06/25 14:46:10 - mmengine - INFO - Epoch(train) [14][3340/3757] lr: 9.872e-03 eta: 1 day, 21:38:34 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.2554 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0084 loss: 4.0084 2022/06/25 14:46:15 - mmengine - INFO - Epoch(train) [14][3360/3757] lr: 9.872e-03 eta: 1 day, 21:38:26 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 3.7784 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7084 loss: 3.7084 2022/06/25 14:46:20 - mmengine - INFO - Epoch(train) [14][3380/3757] lr: 9.872e-03 eta: 1 day, 21:38:19 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.1533 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7575 loss: 3.7575 2022/06/25 14:46:25 - mmengine - INFO - Epoch(train) [14][3400/3757] lr: 9.872e-03 eta: 1 day, 21:38:12 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.1227 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9228 loss: 3.9228 2022/06/25 14:46:31 - mmengine - INFO - Epoch(train) [14][3420/3757] lr: 9.872e-03 eta: 1 day, 21:38:06 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.5864 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4562 loss: 3.4562 2022/06/25 14:46:36 - mmengine - INFO - Epoch(train) [14][3440/3757] lr: 9.872e-03 eta: 1 day, 21:37:59 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.3999 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6167 loss: 3.6167 2022/06/25 14:46:41 - mmengine - INFO - Epoch(train) [14][3460/3757] lr: 9.872e-03 eta: 1 day, 21:37:54 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.5600 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.5527 loss: 3.5527 2022/06/25 14:46:46 - mmengine - INFO - Epoch(train) [14][3480/3757] lr: 9.872e-03 eta: 1 day, 21:37:47 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.2234 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7885 loss: 3.7885 2022/06/25 14:46:51 - mmengine - INFO - Epoch(train) [14][3500/3757] lr: 9.872e-03 eta: 1 day, 21:37:41 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 4.1686 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7579 loss: 3.7579 2022/06/25 14:46:56 - mmengine - INFO - Epoch(train) [14][3520/3757] lr: 9.872e-03 eta: 1 day, 21:37:35 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.3539 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5039 loss: 3.5039 2022/06/25 14:47:02 - mmengine - INFO - Epoch(train) [14][3540/3757] lr: 9.872e-03 eta: 1 day, 21:37:29 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2646 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3657 loss: 3.3657 2022/06/25 14:47:09 - mmengine - INFO - Epoch(train) [14][3560/3757] lr: 9.872e-03 eta: 1 day, 21:37:51 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 3.8281 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7267 loss: 3.7267 2022/06/25 14:47:14 - mmengine - INFO - Epoch(train) [14][3580/3757] lr: 9.872e-03 eta: 1 day, 21:37:45 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.3519 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5265 loss: 3.5265 2022/06/25 14:47:20 - mmengine - INFO - Epoch(train) [14][3600/3757] lr: 9.872e-03 eta: 1 day, 21:37:37 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.9514 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6232 loss: 3.6232 2022/06/25 14:47:25 - mmengine - INFO - Epoch(train) [14][3620/3757] lr: 9.872e-03 eta: 1 day, 21:37:30 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.8248 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.0563 loss: 4.0563 2022/06/25 14:47:30 - mmengine - INFO - Epoch(train) [14][3640/3757] lr: 9.872e-03 eta: 1 day, 21:37:28 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.8959 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6812 loss: 3.6812 2022/06/25 14:47:35 - mmengine - INFO - Epoch(train) [14][3660/3757] lr: 9.872e-03 eta: 1 day, 21:37:20 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.2205 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3874 loss: 3.3874 2022/06/25 14:47:40 - mmengine - INFO - Epoch(train) [14][3680/3757] lr: 9.872e-03 eta: 1 day, 21:37:14 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3477 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.6970 loss: 3.6970 2022/06/25 14:47:45 - mmengine - INFO - Epoch(train) [14][3700/3757] lr: 9.872e-03 eta: 1 day, 21:37:06 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.0335 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.7485 loss: 3.7485 2022/06/25 14:47:51 - mmengine - INFO - Epoch(train) [14][3720/3757] lr: 9.872e-03 eta: 1 day, 21:37:03 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.2852 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7953 loss: 3.7953 2022/06/25 14:47:56 - mmengine - INFO - Epoch(train) [14][3740/3757] lr: 9.872e-03 eta: 1 day, 21:36:55 time: 0.234 data_time: 0.005 memory: 5036 grad_norm: 4.2935 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4661 loss: 3.4661 2022/06/25 14:48:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:48:00 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/06/25 14:48:14 - mmengine - INFO - Epoch(val) [14][20/310] eta: 0:01:46 time: 0.103 data_time: 0.002 memory: 5036 2022/06/25 14:48:18 - mmengine - INFO - Epoch(val) [14][40/310] eta: 0:01:32 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:48:23 - mmengine - INFO - Epoch(val) [14][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 14:48:28 - mmengine - INFO - Epoch(val) [14][80/310] eta: 0:00:24 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 14:48:35 - mmengine - INFO - Epoch(val) [14][100/310] eta: 0:01:12 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 14:48:40 - mmengine - INFO - Epoch(val) [14][120/310] eta: 0:01:10 time: 0.106 data_time: 0.002 memory: 1723 2022/06/25 14:48:45 - mmengine - INFO - Epoch(val) [14][140/310] eta: 0:00:34 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 14:48:49 - mmengine - INFO - Epoch(val) [14][160/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:48:56 - mmengine - INFO - Epoch(val) [14][180/310] eta: 0:00:34 time: 0.107 data_time: 0.001 memory: 1723 2022/06/25 14:49:01 - mmengine - INFO - Epoch(val) [14][200/310] eta: 0:00:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:49:06 - mmengine - INFO - Epoch(val) [14][220/310] eta: 0:00:31 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 14:49:10 - mmengine - INFO - Epoch(val) [14][240/310] eta: 0:00:07 time: 0.107 data_time: 0.002 memory: 1723 2022/06/25 14:49:17 - mmengine - INFO - Epoch(val) [14][260/310] eta: 0:00:17 time: 0.112 data_time: 0.001 memory: 1723 2022/06/25 14:49:21 - mmengine - INFO - Epoch(val) [14][280/310] eta: 0:00:07 time: 0.123 data_time: 0.005 memory: 1723 2022/06/25 14:49:23 - mmengine - INFO - Epoch(val) [14][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 14:49:25 - mmengine - INFO - Epoch(val) [14][310/310] acc/top1: 0.2532 acc/top5: 0.5127 acc/mean1: 0.2531 2022/06/25 14:49:35 - mmengine - INFO - Epoch(train) [15][20/3757] lr: 9.851e-03 eta: 1 day, 21:37:11 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.2099 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7823 loss: 3.7823 2022/06/25 14:49:40 - mmengine - INFO - Epoch(train) [15][40/3757] lr: 9.851e-03 eta: 1 day, 21:37:05 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3053 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9073 loss: 3.9073 2022/06/25 14:49:45 - mmengine - INFO - Epoch(train) [15][60/3757] lr: 9.851e-03 eta: 1 day, 21:36:58 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.5984 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8568 loss: 3.8568 2022/06/25 14:49:50 - mmengine - INFO - Epoch(train) [15][80/3757] lr: 9.851e-03 eta: 1 day, 21:36:54 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.9869 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9829 loss: 3.9829 2022/06/25 14:49:56 - mmengine - INFO - Epoch(train) [15][100/3757] lr: 9.851e-03 eta: 1 day, 21:36:52 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6602 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2980 loss: 3.2980 2022/06/25 14:50:01 - mmengine - INFO - Epoch(train) [15][120/3757] lr: 9.851e-03 eta: 1 day, 21:36:46 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 3.7373 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7514 loss: 3.7514 2022/06/25 14:50:07 - mmengine - INFO - Epoch(train) [15][140/3757] lr: 9.851e-03 eta: 1 day, 21:36:44 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 3.7974 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7998 loss: 3.7998 2022/06/25 14:50:12 - mmengine - INFO - Epoch(train) [15][160/3757] lr: 9.851e-03 eta: 1 day, 21:36:45 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.1471 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5548 loss: 3.5548 2022/06/25 14:50:18 - mmengine - INFO - Epoch(train) [15][180/3757] lr: 9.851e-03 eta: 1 day, 21:36:38 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.5731 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2284 loss: 3.2284 2022/06/25 14:50:23 - mmengine - INFO - Epoch(train) [15][200/3757] lr: 9.851e-03 eta: 1 day, 21:36:32 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 4.5251 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7622 loss: 3.7622 2022/06/25 14:50:28 - mmengine - INFO - Epoch(train) [15][220/3757] lr: 9.851e-03 eta: 1 day, 21:36:24 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.1611 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7710 loss: 3.7710 2022/06/25 14:50:33 - mmengine - INFO - Epoch(train) [15][240/3757] lr: 9.851e-03 eta: 1 day, 21:36:17 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 3.9838 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2579 loss: 3.2579 2022/06/25 14:50:38 - mmengine - INFO - Epoch(train) [15][260/3757] lr: 9.851e-03 eta: 1 day, 21:36:11 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.3941 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6584 loss: 3.6584 2022/06/25 14:50:43 - mmengine - INFO - Epoch(train) [15][280/3757] lr: 9.851e-03 eta: 1 day, 21:36:05 time: 0.263 data_time: 0.015 memory: 5036 grad_norm: 4.1902 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1871 loss: 3.1871 2022/06/25 14:50:49 - mmengine - INFO - Epoch(train) [15][300/3757] lr: 9.851e-03 eta: 1 day, 21:36:01 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 4.1791 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9457 loss: 3.9457 2022/06/25 14:50:54 - mmengine - INFO - Epoch(train) [15][320/3757] lr: 9.851e-03 eta: 1 day, 21:36:01 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.8543 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6812 loss: 3.6812 2022/06/25 14:51:00 - mmengine - INFO - Epoch(train) [15][340/3757] lr: 9.851e-03 eta: 1 day, 21:35:55 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 3.6435 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4456 loss: 3.4456 2022/06/25 14:51:05 - mmengine - INFO - Epoch(train) [15][360/3757] lr: 9.851e-03 eta: 1 day, 21:35:49 time: 0.249 data_time: 0.010 memory: 5036 grad_norm: 4.0094 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.4717 loss: 3.4717 2022/06/25 14:51:11 - mmengine - INFO - Epoch(train) [15][380/3757] lr: 9.851e-03 eta: 1 day, 21:35:49 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 4.1878 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1966 loss: 4.1966 2022/06/25 14:51:16 - mmengine - INFO - Epoch(train) [15][400/3757] lr: 9.851e-03 eta: 1 day, 21:35:42 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 4.3784 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8126 loss: 3.8126 2022/06/25 14:51:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:51:21 - mmengine - INFO - Epoch(train) [15][420/3757] lr: 9.851e-03 eta: 1 day, 21:35:37 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 4.6894 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3348 loss: 3.3348 2022/06/25 14:51:26 - mmengine - INFO - Epoch(train) [15][440/3757] lr: 9.851e-03 eta: 1 day, 21:35:29 time: 0.262 data_time: 0.019 memory: 5036 grad_norm: 4.3682 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0265 loss: 4.0265 2022/06/25 14:51:32 - mmengine - INFO - Epoch(train) [15][460/3757] lr: 9.851e-03 eta: 1 day, 21:35:29 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.4010 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7563 loss: 3.7563 2022/06/25 14:51:40 - mmengine - INFO - Epoch(train) [15][480/3757] lr: 9.851e-03 eta: 1 day, 21:35:55 time: 0.392 data_time: 0.006 memory: 5036 grad_norm: 4.6017 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6032 loss: 3.6032 2022/06/25 14:51:45 - mmengine - INFO - Epoch(train) [15][500/3757] lr: 9.851e-03 eta: 1 day, 21:35:49 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.5147 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.3005 loss: 3.3005 2022/06/25 14:51:50 - mmengine - INFO - Epoch(train) [15][520/3757] lr: 9.851e-03 eta: 1 day, 21:35:44 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.0865 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9421 loss: 3.9421 2022/06/25 14:51:55 - mmengine - INFO - Epoch(train) [15][540/3757] lr: 9.851e-03 eta: 1 day, 21:35:36 time: 0.245 data_time: 0.009 memory: 5036 grad_norm: 4.6998 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 4.2076 loss: 4.2076 2022/06/25 14:52:00 - mmengine - INFO - Epoch(train) [15][560/3757] lr: 9.851e-03 eta: 1 day, 21:35:30 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.5702 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7681 loss: 3.7681 2022/06/25 14:52:05 - mmengine - INFO - Epoch(train) [15][580/3757] lr: 9.851e-03 eta: 1 day, 21:35:22 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.1796 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.5765 loss: 3.5765 2022/06/25 14:52:11 - mmengine - INFO - Epoch(train) [15][600/3757] lr: 9.851e-03 eta: 1 day, 21:35:16 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.5970 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5996 loss: 3.5996 2022/06/25 14:52:16 - mmengine - INFO - Epoch(train) [15][620/3757] lr: 9.851e-03 eta: 1 day, 21:35:08 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.2536 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.9119 loss: 3.9119 2022/06/25 14:52:21 - mmengine - INFO - Epoch(train) [15][640/3757] lr: 9.851e-03 eta: 1 day, 21:35:02 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.4396 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5844 loss: 3.5844 2022/06/25 14:52:26 - mmengine - INFO - Epoch(train) [15][660/3757] lr: 9.851e-03 eta: 1 day, 21:34:54 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.2225 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6644 loss: 3.6644 2022/06/25 14:52:32 - mmengine - INFO - Epoch(train) [15][680/3757] lr: 9.851e-03 eta: 1 day, 21:34:52 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.1236 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4179 loss: 3.4179 2022/06/25 14:52:37 - mmengine - INFO - Epoch(train) [15][700/3757] lr: 9.851e-03 eta: 1 day, 21:34:44 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.1431 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7779 loss: 3.7779 2022/06/25 14:52:42 - mmengine - INFO - Epoch(train) [15][720/3757] lr: 9.851e-03 eta: 1 day, 21:34:39 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.2397 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8265 loss: 3.8265 2022/06/25 14:52:47 - mmengine - INFO - Epoch(train) [15][740/3757] lr: 9.851e-03 eta: 1 day, 21:34:31 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.4377 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.1996 loss: 4.1996 2022/06/25 14:52:52 - mmengine - INFO - Epoch(train) [15][760/3757] lr: 9.851e-03 eta: 1 day, 21:34:24 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 4.0482 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6058 loss: 3.6058 2022/06/25 14:52:57 - mmengine - INFO - Epoch(train) [15][780/3757] lr: 9.851e-03 eta: 1 day, 21:34:16 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 3.9644 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8979 loss: 3.8979 2022/06/25 14:53:02 - mmengine - INFO - Epoch(train) [15][800/3757] lr: 9.851e-03 eta: 1 day, 21:34:11 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.2309 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3075 loss: 3.3075 2022/06/25 14:53:07 - mmengine - INFO - Epoch(train) [15][820/3757] lr: 9.851e-03 eta: 1 day, 21:34:03 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.2252 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5910 loss: 3.5910 2022/06/25 14:53:12 - mmengine - INFO - Epoch(train) [15][840/3757] lr: 9.851e-03 eta: 1 day, 21:33:55 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.3590 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7204 loss: 3.7204 2022/06/25 14:53:17 - mmengine - INFO - Epoch(train) [15][860/3757] lr: 9.851e-03 eta: 1 day, 21:33:47 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.3142 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4670 loss: 3.4670 2022/06/25 14:53:23 - mmengine - INFO - Epoch(train) [15][880/3757] lr: 9.851e-03 eta: 1 day, 21:33:41 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.1481 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.8364 loss: 3.8364 2022/06/25 14:53:28 - mmengine - INFO - Epoch(train) [15][900/3757] lr: 9.851e-03 eta: 1 day, 21:33:33 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.5313 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5039 loss: 3.5039 2022/06/25 14:53:33 - mmengine - INFO - Epoch(train) [15][920/3757] lr: 9.851e-03 eta: 1 day, 21:33:31 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 4.3843 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1645 loss: 4.1645 2022/06/25 14:53:38 - mmengine - INFO - Epoch(train) [15][940/3757] lr: 9.851e-03 eta: 1 day, 21:33:24 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.3279 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7192 loss: 3.7192 2022/06/25 14:53:44 - mmengine - INFO - Epoch(train) [15][960/3757] lr: 9.851e-03 eta: 1 day, 21:33:18 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.3266 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6971 loss: 3.6971 2022/06/25 14:53:49 - mmengine - INFO - Epoch(train) [15][980/3757] lr: 9.851e-03 eta: 1 day, 21:33:12 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3590 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5185 loss: 3.5185 2022/06/25 14:53:54 - mmengine - INFO - Epoch(train) [15][1000/3757] lr: 9.851e-03 eta: 1 day, 21:33:04 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 3.8179 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4499 loss: 3.4499 2022/06/25 14:53:59 - mmengine - INFO - Epoch(train) [15][1020/3757] lr: 9.851e-03 eta: 1 day, 21:32:57 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.4532 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4309 loss: 3.4309 2022/06/25 14:54:04 - mmengine - INFO - Epoch(train) [15][1040/3757] lr: 9.851e-03 eta: 1 day, 21:32:51 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.0399 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5877 loss: 3.5877 2022/06/25 14:54:09 - mmengine - INFO - Epoch(train) [15][1060/3757] lr: 9.851e-03 eta: 1 day, 21:32:44 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4270 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9713 loss: 3.9713 2022/06/25 14:54:15 - mmengine - INFO - Epoch(train) [15][1080/3757] lr: 9.851e-03 eta: 1 day, 21:32:42 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0923 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.2254 loss: 3.2254 2022/06/25 14:54:20 - mmengine - INFO - Epoch(train) [15][1100/3757] lr: 9.851e-03 eta: 1 day, 21:32:37 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 4.4304 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7829 loss: 3.7829 2022/06/25 14:54:25 - mmengine - INFO - Epoch(train) [15][1120/3757] lr: 9.851e-03 eta: 1 day, 21:32:31 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.8245 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6568 loss: 3.6568 2022/06/25 14:54:31 - mmengine - INFO - Epoch(train) [15][1140/3757] lr: 9.851e-03 eta: 1 day, 21:32:29 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.1623 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3895 loss: 3.3895 2022/06/25 14:54:36 - mmengine - INFO - Epoch(train) [15][1160/3757] lr: 9.851e-03 eta: 1 day, 21:32:21 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.1424 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5724 loss: 3.5724 2022/06/25 14:54:41 - mmengine - INFO - Epoch(train) [15][1180/3757] lr: 9.851e-03 eta: 1 day, 21:32:18 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.2492 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4896 loss: 3.4896 2022/06/25 14:54:47 - mmengine - INFO - Epoch(train) [15][1200/3757] lr: 9.851e-03 eta: 1 day, 21:32:12 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 4.2321 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.2337 loss: 4.2337 2022/06/25 14:54:52 - mmengine - INFO - Epoch(train) [15][1220/3757] lr: 9.851e-03 eta: 1 day, 21:32:12 time: 0.281 data_time: 0.005 memory: 5036 grad_norm: 4.4432 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0615 loss: 4.0615 2022/06/25 14:54:58 - mmengine - INFO - Epoch(train) [15][1240/3757] lr: 9.851e-03 eta: 1 day, 21:32:06 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4816 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 4.0093 loss: 4.0093 2022/06/25 14:55:03 - mmengine - INFO - Epoch(train) [15][1260/3757] lr: 9.851e-03 eta: 1 day, 21:32:00 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.4320 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3296 loss: 3.3296 2022/06/25 14:55:08 - mmengine - INFO - Epoch(train) [15][1280/3757] lr: 9.851e-03 eta: 1 day, 21:31:52 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 4.1594 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7312 loss: 3.7312 2022/06/25 14:55:13 - mmengine - INFO - Epoch(train) [15][1300/3757] lr: 9.851e-03 eta: 1 day, 21:31:51 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.5598 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.9435 loss: 3.9435 2022/06/25 14:55:19 - mmengine - INFO - Epoch(train) [15][1320/3757] lr: 9.851e-03 eta: 1 day, 21:31:43 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 4.6609 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4350 loss: 3.4350 2022/06/25 14:55:24 - mmengine - INFO - Epoch(train) [15][1340/3757] lr: 9.851e-03 eta: 1 day, 21:31:38 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.2246 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6232 loss: 3.6232 2022/06/25 14:55:29 - mmengine - INFO - Epoch(train) [15][1360/3757] lr: 9.851e-03 eta: 1 day, 21:31:30 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 3.8794 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7396 loss: 3.7396 2022/06/25 14:55:34 - mmengine - INFO - Epoch(train) [15][1380/3757] lr: 9.851e-03 eta: 1 day, 21:31:23 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.4798 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3633 loss: 3.3633 2022/06/25 14:55:39 - mmengine - INFO - Epoch(train) [15][1400/3757] lr: 9.851e-03 eta: 1 day, 21:31:15 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 4.1470 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8830 loss: 3.8830 2022/06/25 14:55:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 14:55:44 - mmengine - INFO - Epoch(train) [15][1420/3757] lr: 9.851e-03 eta: 1 day, 21:31:08 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.1834 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6829 loss: 3.6829 2022/06/25 14:55:49 - mmengine - INFO - Epoch(train) [15][1440/3757] lr: 9.851e-03 eta: 1 day, 21:30:59 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 3.8654 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6317 loss: 3.6317 2022/06/25 14:55:54 - mmengine - INFO - Epoch(train) [15][1460/3757] lr: 9.851e-03 eta: 1 day, 21:30:54 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 4.3744 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.9920 loss: 3.9920 2022/06/25 14:55:59 - mmengine - INFO - Epoch(train) [15][1480/3757] lr: 9.851e-03 eta: 1 day, 21:30:46 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.3686 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3827 loss: 3.3827 2022/06/25 14:56:05 - mmengine - INFO - Epoch(train) [15][1500/3757] lr: 9.851e-03 eta: 1 day, 21:30:41 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 4.5261 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.7198 loss: 3.7198 2022/06/25 14:56:10 - mmengine - INFO - Epoch(train) [15][1520/3757] lr: 9.851e-03 eta: 1 day, 21:30:34 time: 0.304 data_time: 0.011 memory: 5036 grad_norm: 4.2756 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6627 loss: 3.6627 2022/06/25 14:56:15 - mmengine - INFO - Epoch(train) [15][1540/3757] lr: 9.851e-03 eta: 1 day, 21:30:26 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.4205 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6696 loss: 3.6696 2022/06/25 14:56:20 - mmengine - INFO - Epoch(train) [15][1560/3757] lr: 9.851e-03 eta: 1 day, 21:30:20 time: 0.311 data_time: 0.018 memory: 5036 grad_norm: 4.1995 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6129 loss: 3.6129 2022/06/25 14:56:25 - mmengine - INFO - Epoch(train) [15][1580/3757] lr: 9.851e-03 eta: 1 day, 21:30:13 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 4.2645 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6356 loss: 3.6356 2022/06/25 14:56:30 - mmengine - INFO - Epoch(train) [15][1600/3757] lr: 9.851e-03 eta: 1 day, 21:30:06 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 4.2299 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7847 loss: 3.7847 2022/06/25 14:56:35 - mmengine - INFO - Epoch(train) [15][1620/3757] lr: 9.851e-03 eta: 1 day, 21:30:00 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 4.0997 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4726 loss: 3.4726 2022/06/25 14:56:41 - mmengine - INFO - Epoch(train) [15][1640/3757] lr: 9.851e-03 eta: 1 day, 21:29:56 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 4.0555 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5755 loss: 3.5755 2022/06/25 14:56:46 - mmengine - INFO - Epoch(train) [15][1660/3757] lr: 9.851e-03 eta: 1 day, 21:29:49 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 4.2579 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.2188 loss: 4.2188 2022/06/25 14:56:52 - mmengine - INFO - Epoch(train) [15][1680/3757] lr: 9.851e-03 eta: 1 day, 21:29:49 time: 0.265 data_time: 0.013 memory: 5036 grad_norm: 4.2944 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6455 loss: 3.6455 2022/06/25 14:56:57 - mmengine - INFO - Epoch(train) [15][1700/3757] lr: 9.851e-03 eta: 1 day, 21:29:44 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.6597 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5580 loss: 3.5580 2022/06/25 14:57:02 - mmengine - INFO - Epoch(train) [15][1720/3757] lr: 9.851e-03 eta: 1 day, 21:29:40 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 4.5393 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5594 loss: 3.5594 2022/06/25 14:57:08 - mmengine - INFO - Epoch(train) [15][1740/3757] lr: 9.851e-03 eta: 1 day, 21:29:33 time: 0.263 data_time: 0.022 memory: 5036 grad_norm: 4.2101 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4575 loss: 3.4575 2022/06/25 14:57:13 - mmengine - INFO - Epoch(train) [15][1760/3757] lr: 9.851e-03 eta: 1 day, 21:29:34 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.0186 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.8829 loss: 3.8829 2022/06/25 14:57:18 - mmengine - INFO - Epoch(train) [15][1780/3757] lr: 9.851e-03 eta: 1 day, 21:29:28 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 5.1479 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4980 loss: 3.4980 2022/06/25 14:57:24 - mmengine - INFO - Epoch(train) [15][1800/3757] lr: 9.851e-03 eta: 1 day, 21:29:23 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 4.6685 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0618 loss: 4.0618 2022/06/25 14:57:29 - mmengine - INFO - Epoch(train) [15][1820/3757] lr: 9.851e-03 eta: 1 day, 21:29:16 time: 0.251 data_time: 0.015 memory: 5036 grad_norm: 4.1886 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5938 loss: 3.5938 2022/06/25 14:57:35 - mmengine - INFO - Epoch(train) [15][1840/3757] lr: 9.851e-03 eta: 1 day, 21:29:15 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.4210 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6130 loss: 3.6130 2022/06/25 14:57:40 - mmengine - INFO - Epoch(train) [15][1860/3757] lr: 9.851e-03 eta: 1 day, 21:29:08 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.5763 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6039 loss: 3.6039 2022/06/25 14:57:45 - mmengine - INFO - Epoch(train) [15][1880/3757] lr: 9.851e-03 eta: 1 day, 21:29:00 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 3.8933 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5150 loss: 3.5150 2022/06/25 14:57:50 - mmengine - INFO - Epoch(train) [15][1900/3757] lr: 9.851e-03 eta: 1 day, 21:28:53 time: 0.284 data_time: 0.005 memory: 5036 grad_norm: 4.7700 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7060 loss: 3.7060 2022/06/25 14:57:55 - mmengine - INFO - Epoch(train) [15][1920/3757] lr: 9.851e-03 eta: 1 day, 21:28:50 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.2724 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7773 loss: 3.7773 2022/06/25 14:58:00 - mmengine - INFO - Epoch(train) [15][1940/3757] lr: 9.851e-03 eta: 1 day, 21:28:44 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 4.1084 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9243 loss: 3.9243 2022/06/25 14:58:06 - mmengine - INFO - Epoch(train) [15][1960/3757] lr: 9.851e-03 eta: 1 day, 21:28:36 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.0985 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6436 loss: 3.6436 2022/06/25 14:58:11 - mmengine - INFO - Epoch(train) [15][1980/3757] lr: 9.851e-03 eta: 1 day, 21:28:34 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1231 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5844 loss: 3.5844 2022/06/25 14:58:16 - mmengine - INFO - Epoch(train) [15][2000/3757] lr: 9.851e-03 eta: 1 day, 21:28:27 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.8596 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6362 loss: 3.6362 2022/06/25 14:58:22 - mmengine - INFO - Epoch(train) [15][2020/3757] lr: 9.851e-03 eta: 1 day, 21:28:23 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.3376 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7511 loss: 3.7511 2022/06/25 14:58:27 - mmengine - INFO - Epoch(train) [15][2040/3757] lr: 9.851e-03 eta: 1 day, 21:28:16 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 4.8260 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8501 loss: 3.8501 2022/06/25 14:58:32 - mmengine - INFO - Epoch(train) [15][2060/3757] lr: 9.851e-03 eta: 1 day, 21:28:09 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.7513 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4172 loss: 3.4172 2022/06/25 14:58:37 - mmengine - INFO - Epoch(train) [15][2080/3757] lr: 9.851e-03 eta: 1 day, 21:28:02 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.9682 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4480 loss: 3.4480 2022/06/25 14:58:42 - mmengine - INFO - Epoch(train) [15][2100/3757] lr: 9.851e-03 eta: 1 day, 21:27:55 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 3.8187 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9666 loss: 3.9666 2022/06/25 14:58:47 - mmengine - INFO - Epoch(train) [15][2120/3757] lr: 9.851e-03 eta: 1 day, 21:27:48 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.3546 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4665 loss: 3.4665 2022/06/25 14:58:52 - mmengine - INFO - Epoch(train) [15][2140/3757] lr: 9.851e-03 eta: 1 day, 21:27:42 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.1248 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9381 loss: 3.9381 2022/06/25 14:58:57 - mmengine - INFO - Epoch(train) [15][2160/3757] lr: 9.851e-03 eta: 1 day, 21:27:34 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 4.1288 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7033 loss: 3.7033 2022/06/25 14:59:03 - mmengine - INFO - Epoch(train) [15][2180/3757] lr: 9.851e-03 eta: 1 day, 21:27:28 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.3353 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8965 loss: 3.8965 2022/06/25 14:59:08 - mmengine - INFO - Epoch(train) [15][2200/3757] lr: 9.851e-03 eta: 1 day, 21:27:22 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.2961 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7379 loss: 3.7379 2022/06/25 14:59:13 - mmengine - INFO - Epoch(train) [15][2220/3757] lr: 9.851e-03 eta: 1 day, 21:27:16 time: 0.260 data_time: 0.017 memory: 5036 grad_norm: 4.2425 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6044 loss: 3.6044 2022/06/25 14:59:19 - mmengine - INFO - Epoch(train) [15][2240/3757] lr: 9.851e-03 eta: 1 day, 21:27:17 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 4.3862 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9422 loss: 3.9422 2022/06/25 14:59:24 - mmengine - INFO - Epoch(train) [15][2260/3757] lr: 9.851e-03 eta: 1 day, 21:27:14 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.1929 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0202 loss: 4.0202 2022/06/25 14:59:30 - mmengine - INFO - Epoch(train) [15][2280/3757] lr: 9.851e-03 eta: 1 day, 21:27:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 3.9760 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7456 loss: 3.7456 2022/06/25 14:59:35 - mmengine - INFO - Epoch(train) [15][2300/3757] lr: 9.851e-03 eta: 1 day, 21:27:02 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.4220 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8454 loss: 3.8454 2022/06/25 14:59:40 - mmengine - INFO - Epoch(train) [15][2320/3757] lr: 9.851e-03 eta: 1 day, 21:26:57 time: 0.340 data_time: 0.002 memory: 5036 grad_norm: 4.0060 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9969 loss: 3.9969 2022/06/25 14:59:45 - mmengine - INFO - Epoch(train) [15][2340/3757] lr: 9.851e-03 eta: 1 day, 21:26:52 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.1992 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4186 loss: 3.4186 2022/06/25 14:59:51 - mmengine - INFO - Epoch(train) [15][2360/3757] lr: 9.851e-03 eta: 1 day, 21:26:47 time: 0.273 data_time: 0.005 memory: 5036 grad_norm: 3.7710 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7298 loss: 3.7298 2022/06/25 14:59:56 - mmengine - INFO - Epoch(train) [15][2380/3757] lr: 9.851e-03 eta: 1 day, 21:26:41 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.6490 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9338 loss: 3.9338 2022/06/25 15:00:01 - mmengine - INFO - Epoch(train) [15][2400/3757] lr: 9.851e-03 eta: 1 day, 21:26:37 time: 0.305 data_time: 0.002 memory: 5036 grad_norm: 4.4651 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.7762 loss: 3.7762 2022/06/25 15:00:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:00:11 - mmengine - INFO - Epoch(train) [15][2420/3757] lr: 9.851e-03 eta: 1 day, 21:27:24 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.5850 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9632 loss: 3.9632 2022/06/25 15:00:18 - mmengine - INFO - Epoch(train) [15][2440/3757] lr: 9.851e-03 eta: 1 day, 21:27:33 time: 0.280 data_time: 0.002 memory: 5036 grad_norm: 4.4152 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8372 loss: 3.8372 2022/06/25 15:00:23 - mmengine - INFO - Epoch(train) [15][2460/3757] lr: 9.851e-03 eta: 1 day, 21:27:28 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.4869 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9336 loss: 3.9336 2022/06/25 15:00:28 - mmengine - INFO - Epoch(train) [15][2480/3757] lr: 9.851e-03 eta: 1 day, 21:27:19 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.1047 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6421 loss: 3.6421 2022/06/25 15:00:33 - mmengine - INFO - Epoch(train) [15][2500/3757] lr: 9.851e-03 eta: 1 day, 21:27:12 time: 0.254 data_time: 0.019 memory: 5036 grad_norm: 4.0436 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9703 loss: 3.9703 2022/06/25 15:00:38 - mmengine - INFO - Epoch(train) [15][2520/3757] lr: 9.851e-03 eta: 1 day, 21:27:04 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.0792 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6404 loss: 3.6404 2022/06/25 15:00:43 - mmengine - INFO - Epoch(train) [15][2540/3757] lr: 9.851e-03 eta: 1 day, 21:26:58 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.0353 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8718 loss: 3.8718 2022/06/25 15:00:48 - mmengine - INFO - Epoch(train) [15][2560/3757] lr: 9.851e-03 eta: 1 day, 21:26:50 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.2433 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6843 loss: 3.6843 2022/06/25 15:00:53 - mmengine - INFO - Epoch(train) [15][2580/3757] lr: 9.851e-03 eta: 1 day, 21:26:42 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.7315 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.7108 loss: 3.7108 2022/06/25 15:00:58 - mmengine - INFO - Epoch(train) [15][2600/3757] lr: 9.851e-03 eta: 1 day, 21:26:34 time: 0.275 data_time: 0.029 memory: 5036 grad_norm: 4.3536 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.5858 loss: 3.5858 2022/06/25 15:01:04 - mmengine - INFO - Epoch(train) [15][2620/3757] lr: 9.851e-03 eta: 1 day, 21:26:29 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 4.3744 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6822 loss: 3.6822 2022/06/25 15:01:09 - mmengine - INFO - Epoch(train) [15][2640/3757] lr: 9.851e-03 eta: 1 day, 21:26:21 time: 0.247 data_time: 0.011 memory: 5036 grad_norm: 4.0428 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7178 loss: 3.7178 2022/06/25 15:01:14 - mmengine - INFO - Epoch(train) [15][2660/3757] lr: 9.851e-03 eta: 1 day, 21:26:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.2178 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6122 loss: 3.6122 2022/06/25 15:01:19 - mmengine - INFO - Epoch(train) [15][2680/3757] lr: 9.851e-03 eta: 1 day, 21:26:06 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.3121 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7679 loss: 3.7679 2022/06/25 15:01:24 - mmengine - INFO - Epoch(train) [15][2700/3757] lr: 9.851e-03 eta: 1 day, 21:26:02 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 3.9575 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7401 loss: 3.7401 2022/06/25 15:01:29 - mmengine - INFO - Epoch(train) [15][2720/3757] lr: 9.851e-03 eta: 1 day, 21:25:55 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1763 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8982 loss: 3.8982 2022/06/25 15:01:34 - mmengine - INFO - Epoch(train) [15][2740/3757] lr: 9.851e-03 eta: 1 day, 21:25:48 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.3666 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6749 loss: 3.6749 2022/06/25 15:01:40 - mmengine - INFO - Epoch(train) [15][2760/3757] lr: 9.851e-03 eta: 1 day, 21:25:41 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.0238 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5194 loss: 3.5194 2022/06/25 15:01:45 - mmengine - INFO - Epoch(train) [15][2780/3757] lr: 9.851e-03 eta: 1 day, 21:25:36 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.0385 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6683 loss: 3.6683 2022/06/25 15:01:50 - mmengine - INFO - Epoch(train) [15][2800/3757] lr: 9.851e-03 eta: 1 day, 21:25:28 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3967 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3032 loss: 3.3032 2022/06/25 15:01:55 - mmengine - INFO - Epoch(train) [15][2820/3757] lr: 9.851e-03 eta: 1 day, 21:25:22 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.0471 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2808 loss: 3.2808 2022/06/25 15:02:00 - mmengine - INFO - Epoch(train) [15][2840/3757] lr: 9.851e-03 eta: 1 day, 21:25:14 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 3.6344 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.7330 loss: 3.7330 2022/06/25 15:02:05 - mmengine - INFO - Epoch(train) [15][2860/3757] lr: 9.851e-03 eta: 1 day, 21:25:09 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.6221 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8383 loss: 3.8383 2022/06/25 15:02:11 - mmengine - INFO - Epoch(train) [15][2880/3757] lr: 9.851e-03 eta: 1 day, 21:25:02 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 4.4664 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5912 loss: 3.5912 2022/06/25 15:02:16 - mmengine - INFO - Epoch(train) [15][2900/3757] lr: 9.851e-03 eta: 1 day, 21:24:58 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.7435 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.0488 loss: 4.0488 2022/06/25 15:02:21 - mmengine - INFO - Epoch(train) [15][2920/3757] lr: 9.851e-03 eta: 1 day, 21:24:51 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.2919 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6817 loss: 3.6817 2022/06/25 15:02:26 - mmengine - INFO - Epoch(train) [15][2940/3757] lr: 9.851e-03 eta: 1 day, 21:24:44 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 3.8080 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7276 loss: 3.7276 2022/06/25 15:02:31 - mmengine - INFO - Epoch(train) [15][2960/3757] lr: 9.851e-03 eta: 1 day, 21:24:37 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.3910 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6748 loss: 3.6748 2022/06/25 15:02:36 - mmengine - INFO - Epoch(train) [15][2980/3757] lr: 9.851e-03 eta: 1 day, 21:24:31 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2984 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4768 loss: 3.4768 2022/06/25 15:02:42 - mmengine - INFO - Epoch(train) [15][3000/3757] lr: 9.851e-03 eta: 1 day, 21:24:25 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0520 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3887 loss: 3.3887 2022/06/25 15:02:47 - mmengine - INFO - Epoch(train) [15][3020/3757] lr: 9.851e-03 eta: 1 day, 21:24:19 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.1646 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.4957 loss: 3.4957 2022/06/25 15:02:52 - mmengine - INFO - Epoch(train) [15][3040/3757] lr: 9.851e-03 eta: 1 day, 21:24:13 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.2991 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7934 loss: 3.7934 2022/06/25 15:02:57 - mmengine - INFO - Epoch(train) [15][3060/3757] lr: 9.851e-03 eta: 1 day, 21:24:07 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 4.3545 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9718 loss: 3.9718 2022/06/25 15:03:03 - mmengine - INFO - Epoch(train) [15][3080/3757] lr: 9.851e-03 eta: 1 day, 21:24:08 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.5205 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7559 loss: 3.7559 2022/06/25 15:03:08 - mmengine - INFO - Epoch(train) [15][3100/3757] lr: 9.851e-03 eta: 1 day, 21:24:04 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.4676 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6349 loss: 3.6349 2022/06/25 15:03:15 - mmengine - INFO - Epoch(train) [15][3120/3757] lr: 9.851e-03 eta: 1 day, 21:24:10 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.4544 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7640 loss: 3.7640 2022/06/25 15:03:20 - mmengine - INFO - Epoch(train) [15][3140/3757] lr: 9.851e-03 eta: 1 day, 21:24:03 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.7435 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0329 loss: 4.0329 2022/06/25 15:03:25 - mmengine - INFO - Epoch(train) [15][3160/3757] lr: 9.851e-03 eta: 1 day, 21:23:57 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.1263 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5286 loss: 3.5286 2022/06/25 15:03:31 - mmengine - INFO - Epoch(train) [15][3180/3757] lr: 9.851e-03 eta: 1 day, 21:23:54 time: 0.369 data_time: 0.009 memory: 5036 grad_norm: 4.3503 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8109 loss: 3.8109 2022/06/25 15:03:36 - mmengine - INFO - Epoch(train) [15][3200/3757] lr: 9.851e-03 eta: 1 day, 21:23:46 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 4.2225 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8762 loss: 3.8762 2022/06/25 15:03:41 - mmengine - INFO - Epoch(train) [15][3220/3757] lr: 9.851e-03 eta: 1 day, 21:23:39 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.5840 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4185 loss: 3.4185 2022/06/25 15:03:46 - mmengine - INFO - Epoch(train) [15][3240/3757] lr: 9.851e-03 eta: 1 day, 21:23:31 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 3.7100 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7060 loss: 3.7060 2022/06/25 15:03:51 - mmengine - INFO - Epoch(train) [15][3260/3757] lr: 9.851e-03 eta: 1 day, 21:23:25 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 4.2979 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.8021 loss: 3.8021 2022/06/25 15:03:56 - mmengine - INFO - Epoch(train) [15][3280/3757] lr: 9.851e-03 eta: 1 day, 21:23:17 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.5060 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5616 loss: 3.5616 2022/06/25 15:04:01 - mmengine - INFO - Epoch(train) [15][3300/3757] lr: 9.851e-03 eta: 1 day, 21:23:10 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 4.4443 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5172 loss: 3.5172 2022/06/25 15:04:06 - mmengine - INFO - Epoch(train) [15][3320/3757] lr: 9.851e-03 eta: 1 day, 21:23:03 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.4325 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3432 loss: 3.3432 2022/06/25 15:04:11 - mmengine - INFO - Epoch(train) [15][3340/3757] lr: 9.851e-03 eta: 1 day, 21:22:57 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 4.6533 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7718 loss: 3.7718 2022/06/25 15:04:16 - mmengine - INFO - Epoch(train) [15][3360/3757] lr: 9.851e-03 eta: 1 day, 21:22:50 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0587 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7323 loss: 3.7323 2022/06/25 15:04:22 - mmengine - INFO - Epoch(train) [15][3380/3757] lr: 9.851e-03 eta: 1 day, 21:22:43 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.3081 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5608 loss: 3.5608 2022/06/25 15:04:27 - mmengine - INFO - Epoch(train) [15][3400/3757] lr: 9.851e-03 eta: 1 day, 21:22:36 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 4.0627 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9579 loss: 3.9579 2022/06/25 15:04:27 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:04:32 - mmengine - INFO - Epoch(train) [15][3420/3757] lr: 9.851e-03 eta: 1 day, 21:22:30 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.0400 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.3466 loss: 3.3466 2022/06/25 15:04:37 - mmengine - INFO - Epoch(train) [15][3440/3757] lr: 9.851e-03 eta: 1 day, 21:22:22 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.2541 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4779 loss: 3.4779 2022/06/25 15:04:42 - mmengine - INFO - Epoch(train) [15][3460/3757] lr: 9.851e-03 eta: 1 day, 21:22:16 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.1401 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.5907 loss: 3.5907 2022/06/25 15:04:47 - mmengine - INFO - Epoch(train) [15][3480/3757] lr: 9.851e-03 eta: 1 day, 21:22:10 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 4.8125 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1856 loss: 3.1856 2022/06/25 15:04:53 - mmengine - INFO - Epoch(train) [15][3500/3757] lr: 9.851e-03 eta: 1 day, 21:22:04 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 4.3604 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.6681 loss: 3.6681 2022/06/25 15:04:58 - mmengine - INFO - Epoch(train) [15][3520/3757] lr: 9.851e-03 eta: 1 day, 21:21:57 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.5150 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8292 loss: 3.8292 2022/06/25 15:05:03 - mmengine - INFO - Epoch(train) [15][3540/3757] lr: 9.851e-03 eta: 1 day, 21:21:51 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.3548 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5667 loss: 3.5667 2022/06/25 15:05:08 - mmengine - INFO - Epoch(train) [15][3560/3757] lr: 9.851e-03 eta: 1 day, 21:21:48 time: 0.270 data_time: 0.027 memory: 5036 grad_norm: 3.9585 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8505 loss: 3.8505 2022/06/25 15:05:14 - mmengine - INFO - Epoch(train) [15][3580/3757] lr: 9.851e-03 eta: 1 day, 21:21:44 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.2239 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9637 loss: 3.9637 2022/06/25 15:05:19 - mmengine - INFO - Epoch(train) [15][3600/3757] lr: 9.851e-03 eta: 1 day, 21:21:39 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.9885 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2997 loss: 3.2997 2022/06/25 15:05:25 - mmengine - INFO - Epoch(train) [15][3620/3757] lr: 9.851e-03 eta: 1 day, 21:21:36 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.8206 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7004 loss: 3.7004 2022/06/25 15:05:30 - mmengine - INFO - Epoch(train) [15][3640/3757] lr: 9.851e-03 eta: 1 day, 21:21:29 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 4.6689 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6055 loss: 3.6055 2022/06/25 15:05:35 - mmengine - INFO - Epoch(train) [15][3660/3757] lr: 9.851e-03 eta: 1 day, 21:21:29 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.7248 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7241 loss: 3.7241 2022/06/25 15:05:41 - mmengine - INFO - Epoch(train) [15][3680/3757] lr: 9.851e-03 eta: 1 day, 21:21:23 time: 0.292 data_time: 0.003 memory: 5036 grad_norm: 4.2374 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2848 loss: 3.2848 2022/06/25 15:05:46 - mmengine - INFO - Epoch(train) [15][3700/3757] lr: 9.851e-03 eta: 1 day, 21:21:16 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.2689 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5014 loss: 3.5014 2022/06/25 15:05:51 - mmengine - INFO - Epoch(train) [15][3720/3757] lr: 9.851e-03 eta: 1 day, 21:21:10 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.1359 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 4.0263 loss: 4.0263 2022/06/25 15:05:56 - mmengine - INFO - Epoch(train) [15][3740/3757] lr: 9.851e-03 eta: 1 day, 21:21:04 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.6369 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8938 loss: 3.8938 2022/06/25 15:06:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:06:00 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/06/25 15:06:13 - mmengine - INFO - Epoch(val) [15][20/310] eta: 0:01:53 time: 0.467 data_time: 0.366 memory: 5036 2022/06/25 15:06:18 - mmengine - INFO - Epoch(val) [15][40/310] eta: 0:01:33 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 15:06:22 - mmengine - INFO - Epoch(val) [15][60/310] eta: 0:00:34 time: 0.106 data_time: 0.002 memory: 1723 2022/06/25 15:06:27 - mmengine - INFO - Epoch(val) [15][80/310] eta: 0:00:23 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 15:06:34 - mmengine - INFO - Epoch(val) [15][100/310] eta: 0:01:11 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 15:06:38 - mmengine - INFO - Epoch(val) [15][120/310] eta: 0:01:07 time: 0.106 data_time: 0.005 memory: 1723 2022/06/25 15:06:43 - mmengine - INFO - Epoch(val) [15][140/310] eta: 0:00:27 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 15:06:47 - mmengine - INFO - Epoch(val) [15][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 15:06:54 - mmengine - INFO - Epoch(val) [15][180/310] eta: 0:00:35 time: 0.106 data_time: 0.004 memory: 1723 2022/06/25 15:07:02 - mmengine - INFO - Epoch(val) [15][200/310] eta: 0:00:28 time: 0.112 data_time: 0.005 memory: 1723 2022/06/25 15:07:07 - mmengine - INFO - Epoch(val) [15][220/310] eta: 0:00:15 time: 0.114 data_time: 0.001 memory: 1723 2022/06/25 15:07:11 - mmengine - INFO - Epoch(val) [15][240/310] eta: 0:00:10 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 15:07:18 - mmengine - INFO - Epoch(val) [15][260/310] eta: 0:00:17 time: 0.110 data_time: 0.002 memory: 1723 2022/06/25 15:07:22 - mmengine - INFO - Epoch(val) [15][280/310] eta: 0:00:09 time: 0.116 data_time: 0.002 memory: 1723 2022/06/25 15:07:24 - mmengine - INFO - Epoch(val) [15][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/25 15:07:26 - mmengine - INFO - Epoch(val) [15][310/310] acc/top1: 0.2704 acc/top5: 0.5336 acc/mean1: 0.2702 2022/06/25 15:07:36 - mmengine - INFO - Epoch(train) [16][20/3757] lr: 9.830e-03 eta: 1 day, 21:21:19 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2574 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8760 loss: 3.8760 2022/06/25 15:07:41 - mmengine - INFO - Epoch(train) [16][40/3757] lr: 9.830e-03 eta: 1 day, 21:21:15 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 4.5865 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0682 loss: 4.0682 2022/06/25 15:07:47 - mmengine - INFO - Epoch(train) [16][60/3757] lr: 9.830e-03 eta: 1 day, 21:21:09 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.4911 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4841 loss: 3.4841 2022/06/25 15:07:52 - mmengine - INFO - Epoch(train) [16][80/3757] lr: 9.830e-03 eta: 1 day, 21:21:05 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.0350 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4764 loss: 3.4764 2022/06/25 15:07:57 - mmengine - INFO - Epoch(train) [16][100/3757] lr: 9.830e-03 eta: 1 day, 21:20:58 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.3315 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7469 loss: 3.7469 2022/06/25 15:08:02 - mmengine - INFO - Epoch(train) [16][120/3757] lr: 9.830e-03 eta: 1 day, 21:20:51 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 6.6923 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7705 loss: 3.7705 2022/06/25 15:08:07 - mmengine - INFO - Epoch(train) [16][140/3757] lr: 9.830e-03 eta: 1 day, 21:20:45 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.9516 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5468 loss: 3.5468 2022/06/25 15:08:13 - mmengine - INFO - Epoch(train) [16][160/3757] lr: 9.830e-03 eta: 1 day, 21:20:38 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6306 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3283 loss: 3.3283 2022/06/25 15:08:18 - mmengine - INFO - Epoch(train) [16][180/3757] lr: 9.830e-03 eta: 1 day, 21:20:37 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.1937 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7401 loss: 3.7401 2022/06/25 15:08:24 - mmengine - INFO - Epoch(train) [16][200/3757] lr: 9.830e-03 eta: 1 day, 21:20:33 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.9357 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4862 loss: 3.4862 2022/06/25 15:08:29 - mmengine - INFO - Epoch(train) [16][220/3757] lr: 9.830e-03 eta: 1 day, 21:20:33 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.7652 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8083 loss: 3.8083 2022/06/25 15:08:35 - mmengine - INFO - Epoch(train) [16][240/3757] lr: 9.830e-03 eta: 1 day, 21:20:28 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.4846 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4536 loss: 3.4536 2022/06/25 15:08:42 - mmengine - INFO - Epoch(train) [16][260/3757] lr: 9.830e-03 eta: 1 day, 21:20:50 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.1549 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3800 loss: 3.3800 2022/06/25 15:08:47 - mmengine - INFO - Epoch(train) [16][280/3757] lr: 9.830e-03 eta: 1 day, 21:20:42 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.2366 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3280 loss: 3.3280 2022/06/25 15:08:53 - mmengine - INFO - Epoch(train) [16][300/3757] lr: 9.830e-03 eta: 1 day, 21:20:35 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.5509 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5969 loss: 3.5969 2022/06/25 15:08:58 - mmengine - INFO - Epoch(train) [16][320/3757] lr: 9.830e-03 eta: 1 day, 21:20:27 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4097 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4742 loss: 3.4742 2022/06/25 15:09:03 - mmengine - INFO - Epoch(train) [16][340/3757] lr: 9.830e-03 eta: 1 day, 21:20:20 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.2959 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2751 loss: 3.2751 2022/06/25 15:09:08 - mmengine - INFO - Epoch(train) [16][360/3757] lr: 9.830e-03 eta: 1 day, 21:20:12 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.1239 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7441 loss: 3.7441 2022/06/25 15:09:13 - mmengine - INFO - Epoch(train) [16][380/3757] lr: 9.830e-03 eta: 1 day, 21:20:05 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3514 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5465 loss: 3.5465 2022/06/25 15:09:18 - mmengine - INFO - Epoch(train) [16][400/3757] lr: 9.830e-03 eta: 1 day, 21:19:56 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.0086 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6472 loss: 3.6472 2022/06/25 15:09:23 - mmengine - INFO - Epoch(train) [16][420/3757] lr: 9.830e-03 eta: 1 day, 21:19:50 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.4107 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2679 loss: 3.2679 2022/06/25 15:09:28 - mmengine - INFO - Epoch(train) [16][440/3757] lr: 9.830e-03 eta: 1 day, 21:19:42 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.1895 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6650 loss: 3.6650 2022/06/25 15:09:33 - mmengine - INFO - Epoch(train) [16][460/3757] lr: 9.830e-03 eta: 1 day, 21:19:35 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 4.3323 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4676 loss: 3.4676 2022/06/25 15:09:38 - mmengine - INFO - Epoch(train) [16][480/3757] lr: 9.830e-03 eta: 1 day, 21:19:28 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.3551 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9097 loss: 3.9097 2022/06/25 15:09:43 - mmengine - INFO - Epoch(train) [16][500/3757] lr: 9.830e-03 eta: 1 day, 21:19:21 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3153 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7567 loss: 3.7567 2022/06/25 15:09:48 - mmengine - INFO - Epoch(train) [16][520/3757] lr: 9.830e-03 eta: 1 day, 21:19:14 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.5066 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9627 loss: 3.9627 2022/06/25 15:09:54 - mmengine - INFO - Epoch(train) [16][540/3757] lr: 9.830e-03 eta: 1 day, 21:19:07 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 4.2488 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4530 loss: 3.4530 2022/06/25 15:09:59 - mmengine - INFO - Epoch(train) [16][560/3757] lr: 9.830e-03 eta: 1 day, 21:19:00 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.9211 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7932 loss: 3.7932 2022/06/25 15:10:04 - mmengine - INFO - Epoch(train) [16][580/3757] lr: 9.830e-03 eta: 1 day, 21:18:53 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 3.9454 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5411 loss: 3.5411 2022/06/25 15:10:09 - mmengine - INFO - Epoch(train) [16][600/3757] lr: 9.830e-03 eta: 1 day, 21:18:46 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.3959 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0385 loss: 4.0385 2022/06/25 15:10:14 - mmengine - INFO - Epoch(train) [16][620/3757] lr: 9.830e-03 eta: 1 day, 21:18:42 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.5722 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5604 loss: 3.5604 2022/06/25 15:10:19 - mmengine - INFO - Epoch(train) [16][640/3757] lr: 9.830e-03 eta: 1 day, 21:18:34 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.5165 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4962 loss: 3.4962 2022/06/25 15:10:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:10:25 - mmengine - INFO - Epoch(train) [16][660/3757] lr: 9.830e-03 eta: 1 day, 21:18:28 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 3.9796 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2813 loss: 3.2813 2022/06/25 15:10:30 - mmengine - INFO - Epoch(train) [16][680/3757] lr: 9.830e-03 eta: 1 day, 21:18:23 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.3752 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4256 loss: 3.4256 2022/06/25 15:10:35 - mmengine - INFO - Epoch(train) [16][700/3757] lr: 9.830e-03 eta: 1 day, 21:18:19 time: 0.311 data_time: 0.002 memory: 5036 grad_norm: 4.1932 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6108 loss: 3.6108 2022/06/25 15:10:41 - mmengine - INFO - Epoch(train) [16][720/3757] lr: 9.830e-03 eta: 1 day, 21:18:18 time: 0.283 data_time: 0.002 memory: 5036 grad_norm: 4.1493 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6040 loss: 3.6040 2022/06/25 15:10:46 - mmengine - INFO - Epoch(train) [16][740/3757] lr: 9.830e-03 eta: 1 day, 21:18:11 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.2002 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5943 loss: 3.5943 2022/06/25 15:10:51 - mmengine - INFO - Epoch(train) [16][760/3757] lr: 9.830e-03 eta: 1 day, 21:18:08 time: 0.537 data_time: 0.002 memory: 5036 grad_norm: 4.3402 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3862 loss: 3.3862 2022/06/25 15:10:57 - mmengine - INFO - Epoch(train) [16][780/3757] lr: 9.830e-03 eta: 1 day, 21:18:02 time: 0.281 data_time: 0.002 memory: 5036 grad_norm: 4.4740 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7338 loss: 3.7338 2022/06/25 15:11:02 - mmengine - INFO - Epoch(train) [16][800/3757] lr: 9.830e-03 eta: 1 day, 21:17:57 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.4444 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5481 loss: 3.5481 2022/06/25 15:11:07 - mmengine - INFO - Epoch(train) [16][820/3757] lr: 9.830e-03 eta: 1 day, 21:17:52 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2529 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3069 loss: 3.3069 2022/06/25 15:11:13 - mmengine - INFO - Epoch(train) [16][840/3757] lr: 9.830e-03 eta: 1 day, 21:17:51 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 3.9026 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7245 loss: 3.7245 2022/06/25 15:11:18 - mmengine - INFO - Epoch(train) [16][860/3757] lr: 9.830e-03 eta: 1 day, 21:17:44 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.1594 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9625 loss: 3.9625 2022/06/25 15:11:23 - mmengine - INFO - Epoch(train) [16][880/3757] lr: 9.830e-03 eta: 1 day, 21:17:38 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.6681 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6986 loss: 3.6986 2022/06/25 15:11:28 - mmengine - INFO - Epoch(train) [16][900/3757] lr: 9.830e-03 eta: 1 day, 21:17:32 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.3579 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5648 loss: 3.5648 2022/06/25 15:11:34 - mmengine - INFO - Epoch(train) [16][920/3757] lr: 9.830e-03 eta: 1 day, 21:17:32 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.1621 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3784 loss: 3.3784 2022/06/25 15:11:39 - mmengine - INFO - Epoch(train) [16][940/3757] lr: 9.830e-03 eta: 1 day, 21:17:26 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.8621 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9069 loss: 3.9069 2022/06/25 15:11:45 - mmengine - INFO - Epoch(train) [16][960/3757] lr: 9.830e-03 eta: 1 day, 21:17:21 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.0790 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5061 loss: 3.5061 2022/06/25 15:11:50 - mmengine - INFO - Epoch(train) [16][980/3757] lr: 9.830e-03 eta: 1 day, 21:17:14 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.4958 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 4.1859 loss: 4.1859 2022/06/25 15:11:56 - mmengine - INFO - Epoch(train) [16][1000/3757] lr: 9.830e-03 eta: 1 day, 21:17:13 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 4.3308 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6719 loss: 3.6719 2022/06/25 15:12:01 - mmengine - INFO - Epoch(train) [16][1020/3757] lr: 9.830e-03 eta: 1 day, 21:17:06 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.5142 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9078 loss: 3.9078 2022/06/25 15:12:06 - mmengine - INFO - Epoch(train) [16][1040/3757] lr: 9.830e-03 eta: 1 day, 21:16:58 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.0117 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.6872 loss: 3.6872 2022/06/25 15:12:11 - mmengine - INFO - Epoch(train) [16][1060/3757] lr: 9.830e-03 eta: 1 day, 21:16:51 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.3754 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0218 loss: 4.0218 2022/06/25 15:12:16 - mmengine - INFO - Epoch(train) [16][1080/3757] lr: 9.830e-03 eta: 1 day, 21:16:48 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.6008 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8609 loss: 3.8609 2022/06/25 15:12:21 - mmengine - INFO - Epoch(train) [16][1100/3757] lr: 9.830e-03 eta: 1 day, 21:16:41 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.1764 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4928 loss: 3.4928 2022/06/25 15:12:26 - mmengine - INFO - Epoch(train) [16][1120/3757] lr: 9.830e-03 eta: 1 day, 21:16:33 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.4244 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6334 loss: 3.6334 2022/06/25 15:12:31 - mmengine - INFO - Epoch(train) [16][1140/3757] lr: 9.830e-03 eta: 1 day, 21:16:25 time: 0.286 data_time: 0.005 memory: 5036 grad_norm: 4.1202 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5778 loss: 3.5778 2022/06/25 15:12:36 - mmengine - INFO - Epoch(train) [16][1160/3757] lr: 9.830e-03 eta: 1 day, 21:16:18 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 4.5768 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6439 loss: 3.6439 2022/06/25 15:12:42 - mmengine - INFO - Epoch(train) [16][1180/3757] lr: 9.830e-03 eta: 1 day, 21:16:10 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.6696 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3568 loss: 3.3568 2022/06/25 15:12:47 - mmengine - INFO - Epoch(train) [16][1200/3757] lr: 9.830e-03 eta: 1 day, 21:16:03 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.3027 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4542 loss: 3.4542 2022/06/25 15:12:52 - mmengine - INFO - Epoch(train) [16][1220/3757] lr: 9.830e-03 eta: 1 day, 21:16:00 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 3.9559 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4999 loss: 3.4999 2022/06/25 15:12:57 - mmengine - INFO - Epoch(train) [16][1240/3757] lr: 9.830e-03 eta: 1 day, 21:15:52 time: 0.250 data_time: 0.015 memory: 5036 grad_norm: 4.0551 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6445 loss: 3.6445 2022/06/25 15:13:02 - mmengine - INFO - Epoch(train) [16][1260/3757] lr: 9.830e-03 eta: 1 day, 21:15:47 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.4526 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1224 loss: 3.1224 2022/06/25 15:13:08 - mmengine - INFO - Epoch(train) [16][1280/3757] lr: 9.830e-03 eta: 1 day, 21:15:40 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5334 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8463 loss: 3.8463 2022/06/25 15:13:13 - mmengine - INFO - Epoch(train) [16][1300/3757] lr: 9.830e-03 eta: 1 day, 21:15:39 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.4036 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5626 loss: 3.5626 2022/06/25 15:13:18 - mmengine - INFO - Epoch(train) [16][1320/3757] lr: 9.830e-03 eta: 1 day, 21:15:32 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.2724 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6799 loss: 3.6799 2022/06/25 15:13:24 - mmengine - INFO - Epoch(train) [16][1340/3757] lr: 9.830e-03 eta: 1 day, 21:15:27 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4361 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3809 loss: 3.3809 2022/06/25 15:13:29 - mmengine - INFO - Epoch(train) [16][1360/3757] lr: 9.830e-03 eta: 1 day, 21:15:20 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.2830 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3433 loss: 3.3433 2022/06/25 15:13:34 - mmengine - INFO - Epoch(train) [16][1380/3757] lr: 9.830e-03 eta: 1 day, 21:15:14 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.2529 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6687 loss: 3.6687 2022/06/25 15:13:39 - mmengine - INFO - Epoch(train) [16][1400/3757] lr: 9.830e-03 eta: 1 day, 21:15:07 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.2720 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2075 loss: 3.2075 2022/06/25 15:13:44 - mmengine - INFO - Epoch(train) [16][1420/3757] lr: 9.830e-03 eta: 1 day, 21:15:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.8170 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9213 loss: 3.9213 2022/06/25 15:13:49 - mmengine - INFO - Epoch(train) [16][1440/3757] lr: 9.830e-03 eta: 1 day, 21:14:53 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.0583 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.9269 loss: 3.9269 2022/06/25 15:13:55 - mmengine - INFO - Epoch(train) [16][1460/3757] lr: 9.830e-03 eta: 1 day, 21:14:53 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.8604 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5128 loss: 3.5128 2022/06/25 15:14:00 - mmengine - INFO - Epoch(train) [16][1480/3757] lr: 9.830e-03 eta: 1 day, 21:14:46 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.2443 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9517 loss: 3.9517 2022/06/25 15:14:05 - mmengine - INFO - Epoch(train) [16][1500/3757] lr: 9.830e-03 eta: 1 day, 21:14:41 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.9406 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4857 loss: 3.4857 2022/06/25 15:14:11 - mmengine - INFO - Epoch(train) [16][1520/3757] lr: 9.830e-03 eta: 1 day, 21:14:34 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.5249 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3225 loss: 3.3225 2022/06/25 15:14:16 - mmengine - INFO - Epoch(train) [16][1540/3757] lr: 9.830e-03 eta: 1 day, 21:14:36 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 4.4626 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1951 loss: 3.1951 2022/06/25 15:14:22 - mmengine - INFO - Epoch(train) [16][1560/3757] lr: 9.830e-03 eta: 1 day, 21:14:29 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.2470 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7586 loss: 3.7586 2022/06/25 15:14:27 - mmengine - INFO - Epoch(train) [16][1580/3757] lr: 9.830e-03 eta: 1 day, 21:14:23 time: 0.248 data_time: 0.014 memory: 5036 grad_norm: 3.8735 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7623 loss: 3.7623 2022/06/25 15:14:32 - mmengine - INFO - Epoch(train) [16][1600/3757] lr: 9.830e-03 eta: 1 day, 21:14:22 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.1686 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3981 loss: 3.3981 2022/06/25 15:14:38 - mmengine - INFO - Epoch(train) [16][1620/3757] lr: 9.830e-03 eta: 1 day, 21:14:15 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.3726 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2583 loss: 3.2583 2022/06/25 15:14:43 - mmengine - INFO - Epoch(train) [16][1640/3757] lr: 9.830e-03 eta: 1 day, 21:14:07 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.3077 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5519 loss: 3.5519 2022/06/25 15:14:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:14:48 - mmengine - INFO - Epoch(train) [16][1660/3757] lr: 9.830e-03 eta: 1 day, 21:14:00 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 4.1919 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5939 loss: 3.5939 2022/06/25 15:14:53 - mmengine - INFO - Epoch(train) [16][1680/3757] lr: 9.830e-03 eta: 1 day, 21:13:55 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 3.9938 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5026 loss: 3.5026 2022/06/25 15:14:58 - mmengine - INFO - Epoch(train) [16][1700/3757] lr: 9.830e-03 eta: 1 day, 21:13:48 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.3495 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8209 loss: 3.8209 2022/06/25 15:15:03 - mmengine - INFO - Epoch(train) [16][1720/3757] lr: 9.830e-03 eta: 1 day, 21:13:40 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.1440 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7821 loss: 3.7821 2022/06/25 15:15:08 - mmengine - INFO - Epoch(train) [16][1740/3757] lr: 9.830e-03 eta: 1 day, 21:13:33 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 4.3468 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4416 loss: 3.4416 2022/06/25 15:15:13 - mmengine - INFO - Epoch(train) [16][1760/3757] lr: 9.830e-03 eta: 1 day, 21:13:26 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.1221 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6352 loss: 3.6352 2022/06/25 15:15:18 - mmengine - INFO - Epoch(train) [16][1780/3757] lr: 9.830e-03 eta: 1 day, 21:13:19 time: 0.262 data_time: 0.014 memory: 5036 grad_norm: 3.7010 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4203 loss: 3.4203 2022/06/25 15:15:24 - mmengine - INFO - Epoch(train) [16][1800/3757] lr: 9.830e-03 eta: 1 day, 21:13:13 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6161 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5395 loss: 3.5395 2022/06/25 15:15:29 - mmengine - INFO - Epoch(train) [16][1820/3757] lr: 9.830e-03 eta: 1 day, 21:13:06 time: 0.257 data_time: 0.020 memory: 5036 grad_norm: 4.2192 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4692 loss: 3.4692 2022/06/25 15:15:34 - mmengine - INFO - Epoch(train) [16][1840/3757] lr: 9.830e-03 eta: 1 day, 21:13:02 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 4.3433 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6032 loss: 3.6032 2022/06/25 15:15:39 - mmengine - INFO - Epoch(train) [16][1860/3757] lr: 9.830e-03 eta: 1 day, 21:12:55 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.6098 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4188 loss: 3.4188 2022/06/25 15:15:44 - mmengine - INFO - Epoch(train) [16][1880/3757] lr: 9.830e-03 eta: 1 day, 21:12:48 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 3.7066 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7145 loss: 3.7145 2022/06/25 15:15:50 - mmengine - INFO - Epoch(train) [16][1900/3757] lr: 9.830e-03 eta: 1 day, 21:12:42 time: 0.262 data_time: 0.020 memory: 5036 grad_norm: 4.5102 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4010 loss: 3.4010 2022/06/25 15:15:56 - mmengine - INFO - Epoch(train) [16][1920/3757] lr: 9.830e-03 eta: 1 day, 21:12:45 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.2608 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4486 loss: 3.4486 2022/06/25 15:16:02 - mmengine - INFO - Epoch(train) [16][1940/3757] lr: 9.830e-03 eta: 1 day, 21:12:54 time: 0.288 data_time: 0.002 memory: 5036 grad_norm: 4.2708 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5872 loss: 3.5872 2022/06/25 15:16:07 - mmengine - INFO - Epoch(train) [16][1960/3757] lr: 9.830e-03 eta: 1 day, 21:12:47 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0079 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2705 loss: 3.2705 2022/06/25 15:16:13 - mmengine - INFO - Epoch(train) [16][1980/3757] lr: 9.830e-03 eta: 1 day, 21:12:45 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.3604 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8054 loss: 3.8054 2022/06/25 15:16:18 - mmengine - INFO - Epoch(train) [16][2000/3757] lr: 9.830e-03 eta: 1 day, 21:12:38 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6133 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7175 loss: 3.7175 2022/06/25 15:16:23 - mmengine - INFO - Epoch(train) [16][2020/3757] lr: 9.830e-03 eta: 1 day, 21:12:32 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.0907 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8367 loss: 3.8367 2022/06/25 15:16:28 - mmengine - INFO - Epoch(train) [16][2040/3757] lr: 9.830e-03 eta: 1 day, 21:12:24 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.3698 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4188 loss: 3.4188 2022/06/25 15:16:34 - mmengine - INFO - Epoch(train) [16][2060/3757] lr: 9.830e-03 eta: 1 day, 21:12:19 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.6692 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.1710 loss: 4.1710 2022/06/25 15:16:39 - mmengine - INFO - Epoch(train) [16][2080/3757] lr: 9.830e-03 eta: 1 day, 21:12:11 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 3.7033 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7495 loss: 3.7495 2022/06/25 15:16:44 - mmengine - INFO - Epoch(train) [16][2100/3757] lr: 9.830e-03 eta: 1 day, 21:12:04 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 4.9591 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.9714 loss: 3.9714 2022/06/25 15:16:49 - mmengine - INFO - Epoch(train) [16][2120/3757] lr: 9.830e-03 eta: 1 day, 21:11:56 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.0703 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.3575 loss: 3.3575 2022/06/25 15:16:54 - mmengine - INFO - Epoch(train) [16][2140/3757] lr: 9.830e-03 eta: 1 day, 21:11:54 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 4.0182 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.5043 loss: 3.5043 2022/06/25 15:16:59 - mmengine - INFO - Epoch(train) [16][2160/3757] lr: 9.830e-03 eta: 1 day, 21:11:47 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 3.8225 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0371 loss: 4.0371 2022/06/25 15:17:04 - mmengine - INFO - Epoch(train) [16][2180/3757] lr: 9.830e-03 eta: 1 day, 21:11:39 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.2015 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3272 loss: 3.3272 2022/06/25 15:17:09 - mmengine - INFO - Epoch(train) [16][2200/3757] lr: 9.830e-03 eta: 1 day, 21:11:31 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 4.0541 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2480 loss: 3.2480 2022/06/25 15:17:15 - mmengine - INFO - Epoch(train) [16][2220/3757] lr: 9.830e-03 eta: 1 day, 21:11:30 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.3582 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8486 loss: 3.8486 2022/06/25 15:17:20 - mmengine - INFO - Epoch(train) [16][2240/3757] lr: 9.830e-03 eta: 1 day, 21:11:22 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 3.9609 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0980 loss: 3.0980 2022/06/25 15:17:25 - mmengine - INFO - Epoch(train) [16][2260/3757] lr: 9.830e-03 eta: 1 day, 21:11:15 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.1465 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7817 loss: 3.7817 2022/06/25 15:17:30 - mmengine - INFO - Epoch(train) [16][2280/3757] lr: 9.830e-03 eta: 1 day, 21:11:10 time: 0.254 data_time: 0.019 memory: 5036 grad_norm: 3.9610 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6605 loss: 3.6605 2022/06/25 15:17:36 - mmengine - INFO - Epoch(train) [16][2300/3757] lr: 9.830e-03 eta: 1 day, 21:11:04 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.6310 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7730 loss: 3.7730 2022/06/25 15:17:41 - mmengine - INFO - Epoch(train) [16][2320/3757] lr: 9.830e-03 eta: 1 day, 21:10:57 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 4.4218 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7798 loss: 3.7798 2022/06/25 15:17:47 - mmengine - INFO - Epoch(train) [16][2340/3757] lr: 9.830e-03 eta: 1 day, 21:11:06 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3646 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.1922 loss: 4.1922 2022/06/25 15:17:53 - mmengine - INFO - Epoch(train) [16][2360/3757] lr: 9.830e-03 eta: 1 day, 21:11:05 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.5688 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2909 loss: 3.2909 2022/06/25 15:17:58 - mmengine - INFO - Epoch(train) [16][2380/3757] lr: 9.830e-03 eta: 1 day, 21:10:58 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 4.5387 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.6760 loss: 3.6760 2022/06/25 15:18:03 - mmengine - INFO - Epoch(train) [16][2400/3757] lr: 9.830e-03 eta: 1 day, 21:10:50 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 3.9453 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.9029 loss: 3.9029 2022/06/25 15:18:08 - mmengine - INFO - Epoch(train) [16][2420/3757] lr: 9.830e-03 eta: 1 day, 21:10:43 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.6416 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1073 loss: 3.1073 2022/06/25 15:18:13 - mmengine - INFO - Epoch(train) [16][2440/3757] lr: 9.830e-03 eta: 1 day, 21:10:36 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 4.4735 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4292 loss: 3.4292 2022/06/25 15:18:18 - mmengine - INFO - Epoch(train) [16][2460/3757] lr: 9.830e-03 eta: 1 day, 21:10:28 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 3.8605 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6787 loss: 3.6787 2022/06/25 15:18:24 - mmengine - INFO - Epoch(train) [16][2480/3757] lr: 9.830e-03 eta: 1 day, 21:10:21 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 3.9895 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7199 loss: 3.7199 2022/06/25 15:18:29 - mmengine - INFO - Epoch(train) [16][2500/3757] lr: 9.830e-03 eta: 1 day, 21:10:13 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.5538 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3096 loss: 3.3096 2022/06/25 15:18:34 - mmengine - INFO - Epoch(train) [16][2520/3757] lr: 9.830e-03 eta: 1 day, 21:10:12 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 4.6537 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7792 loss: 3.7792 2022/06/25 15:18:39 - mmengine - INFO - Epoch(train) [16][2540/3757] lr: 9.830e-03 eta: 1 day, 21:10:06 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 4.4871 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7593 loss: 3.7593 2022/06/25 15:18:44 - mmengine - INFO - Epoch(train) [16][2560/3757] lr: 9.830e-03 eta: 1 day, 21:09:58 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.4534 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5839 loss: 3.5839 2022/06/25 15:18:50 - mmengine - INFO - Epoch(train) [16][2580/3757] lr: 9.830e-03 eta: 1 day, 21:09:52 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 4.2063 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6436 loss: 3.6436 2022/06/25 15:18:55 - mmengine - INFO - Epoch(train) [16][2600/3757] lr: 9.830e-03 eta: 1 day, 21:09:50 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.6714 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9561 loss: 3.9561 2022/06/25 15:19:00 - mmengine - INFO - Epoch(train) [16][2620/3757] lr: 9.830e-03 eta: 1 day, 21:09:43 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.5787 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6047 loss: 3.6047 2022/06/25 15:19:06 - mmengine - INFO - Epoch(train) [16][2640/3757] lr: 9.830e-03 eta: 1 day, 21:09:37 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.7009 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5350 loss: 3.5350 2022/06/25 15:19:07 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:19:11 - mmengine - INFO - Epoch(train) [16][2660/3757] lr: 9.830e-03 eta: 1 day, 21:09:30 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.8370 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6322 loss: 3.6322 2022/06/25 15:19:16 - mmengine - INFO - Epoch(train) [16][2680/3757] lr: 9.830e-03 eta: 1 day, 21:09:23 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.1538 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9822 loss: 3.9822 2022/06/25 15:19:21 - mmengine - INFO - Epoch(train) [16][2700/3757] lr: 9.830e-03 eta: 1 day, 21:09:17 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.5419 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8456 loss: 3.8456 2022/06/25 15:19:26 - mmengine - INFO - Epoch(train) [16][2720/3757] lr: 9.830e-03 eta: 1 day, 21:09:11 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 3.8664 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5667 loss: 3.5667 2022/06/25 15:19:31 - mmengine - INFO - Epoch(train) [16][2740/3757] lr: 9.830e-03 eta: 1 day, 21:09:05 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 4.5045 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4432 loss: 3.4432 2022/06/25 15:19:37 - mmengine - INFO - Epoch(train) [16][2760/3757] lr: 9.830e-03 eta: 1 day, 21:09:00 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.4085 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5339 loss: 3.5339 2022/06/25 15:19:42 - mmengine - INFO - Epoch(train) [16][2780/3757] lr: 9.830e-03 eta: 1 day, 21:08:54 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.2593 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6208 loss: 3.6208 2022/06/25 15:19:47 - mmengine - INFO - Epoch(train) [16][2800/3757] lr: 9.830e-03 eta: 1 day, 21:08:47 time: 0.256 data_time: 0.015 memory: 5036 grad_norm: 4.7843 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7616 loss: 3.7616 2022/06/25 15:19:52 - mmengine - INFO - Epoch(train) [16][2820/3757] lr: 9.830e-03 eta: 1 day, 21:08:40 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.3081 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6653 loss: 3.6653 2022/06/25 15:19:57 - mmengine - INFO - Epoch(train) [16][2840/3757] lr: 9.830e-03 eta: 1 day, 21:08:36 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 4.6035 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8357 loss: 3.8357 2022/06/25 15:20:03 - mmengine - INFO - Epoch(train) [16][2860/3757] lr: 9.830e-03 eta: 1 day, 21:08:30 time: 0.248 data_time: 0.013 memory: 5036 grad_norm: 4.4809 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7031 loss: 3.7031 2022/06/25 15:20:08 - mmengine - INFO - Epoch(train) [16][2880/3757] lr: 9.830e-03 eta: 1 day, 21:08:24 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 4.9159 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.1972 loss: 4.1972 2022/06/25 15:20:13 - mmengine - INFO - Epoch(train) [16][2900/3757] lr: 9.830e-03 eta: 1 day, 21:08:18 time: 0.259 data_time: 0.018 memory: 5036 grad_norm: 4.5533 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.7440 loss: 3.7440 2022/06/25 15:20:18 - mmengine - INFO - Epoch(train) [16][2920/3757] lr: 9.830e-03 eta: 1 day, 21:08:11 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1267 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4582 loss: 3.4582 2022/06/25 15:20:24 - mmengine - INFO - Epoch(train) [16][2940/3757] lr: 9.830e-03 eta: 1 day, 21:08:08 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.3731 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8968 loss: 3.8968 2022/06/25 15:20:29 - mmengine - INFO - Epoch(train) [16][2960/3757] lr: 9.830e-03 eta: 1 day, 21:08:01 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 4.1061 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9563 loss: 3.9563 2022/06/25 15:20:34 - mmengine - INFO - Epoch(train) [16][2980/3757] lr: 9.830e-03 eta: 1 day, 21:07:55 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 4.2337 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3818 loss: 3.3818 2022/06/25 15:20:39 - mmengine - INFO - Epoch(train) [16][3000/3757] lr: 9.830e-03 eta: 1 day, 21:07:48 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.5176 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1817 loss: 3.1817 2022/06/25 15:20:45 - mmengine - INFO - Epoch(train) [16][3020/3757] lr: 9.830e-03 eta: 1 day, 21:07:47 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.2693 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5781 loss: 3.5781 2022/06/25 15:20:50 - mmengine - INFO - Epoch(train) [16][3040/3757] lr: 9.830e-03 eta: 1 day, 21:07:40 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.2180 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.4204 loss: 3.4204 2022/06/25 15:20:55 - mmengine - INFO - Epoch(train) [16][3060/3757] lr: 9.830e-03 eta: 1 day, 21:07:36 time: 0.262 data_time: 0.018 memory: 5036 grad_norm: 3.9389 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1427 loss: 3.1427 2022/06/25 15:21:00 - mmengine - INFO - Epoch(train) [16][3080/3757] lr: 9.830e-03 eta: 1 day, 21:07:30 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.2165 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3315 loss: 3.3315 2022/06/25 15:21:06 - mmengine - INFO - Epoch(train) [16][3100/3757] lr: 9.830e-03 eta: 1 day, 21:07:24 time: 0.238 data_time: 0.002 memory: 5036 grad_norm: 4.6552 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7147 loss: 3.7147 2022/06/25 15:21:11 - mmengine - INFO - Epoch(train) [16][3120/3757] lr: 9.830e-03 eta: 1 day, 21:07:18 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.5046 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3364 loss: 3.3364 2022/06/25 15:21:16 - mmengine - INFO - Epoch(train) [16][3140/3757] lr: 9.830e-03 eta: 1 day, 21:07:14 time: 0.267 data_time: 0.030 memory: 5036 grad_norm: 4.0129 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5700 loss: 3.5700 2022/06/25 15:21:21 - mmengine - INFO - Epoch(train) [16][3160/3757] lr: 9.830e-03 eta: 1 day, 21:07:07 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.2672 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3968 loss: 3.3968 2022/06/25 15:21:27 - mmengine - INFO - Epoch(train) [16][3180/3757] lr: 9.830e-03 eta: 1 day, 21:07:02 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.3257 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8072 loss: 3.8072 2022/06/25 15:21:32 - mmengine - INFO - Epoch(train) [16][3200/3757] lr: 9.830e-03 eta: 1 day, 21:06:55 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 3.9344 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6982 loss: 3.6982 2022/06/25 15:21:37 - mmengine - INFO - Epoch(train) [16][3220/3757] lr: 9.830e-03 eta: 1 day, 21:06:50 time: 0.258 data_time: 0.022 memory: 5036 grad_norm: 4.6021 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6589 loss: 3.6589 2022/06/25 15:21:42 - mmengine - INFO - Epoch(train) [16][3240/3757] lr: 9.830e-03 eta: 1 day, 21:06:44 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.1537 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0962 loss: 4.0962 2022/06/25 15:21:47 - mmengine - INFO - Epoch(train) [16][3260/3757] lr: 9.830e-03 eta: 1 day, 21:06:38 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.2936 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7912 loss: 3.7912 2022/06/25 15:21:53 - mmengine - INFO - Epoch(train) [16][3280/3757] lr: 9.830e-03 eta: 1 day, 21:06:32 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.2297 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5985 loss: 3.5985 2022/06/25 15:21:58 - mmengine - INFO - Epoch(train) [16][3300/3757] lr: 9.830e-03 eta: 1 day, 21:06:26 time: 0.267 data_time: 0.025 memory: 5036 grad_norm: 4.6313 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5193 loss: 3.5193 2022/06/25 15:22:03 - mmengine - INFO - Epoch(train) [16][3320/3757] lr: 9.830e-03 eta: 1 day, 21:06:24 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 4.4374 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7070 loss: 3.7070 2022/06/25 15:22:09 - mmengine - INFO - Epoch(train) [16][3340/3757] lr: 9.830e-03 eta: 1 day, 21:06:18 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.3053 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5900 loss: 3.5900 2022/06/25 15:22:14 - mmengine - INFO - Epoch(train) [16][3360/3757] lr: 9.830e-03 eta: 1 day, 21:06:15 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.0302 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7167 loss: 3.7167 2022/06/25 15:22:19 - mmengine - INFO - Epoch(train) [16][3380/3757] lr: 9.830e-03 eta: 1 day, 21:06:08 time: 0.272 data_time: 0.018 memory: 5036 grad_norm: 4.3253 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8874 loss: 3.8874 2022/06/25 15:22:24 - mmengine - INFO - Epoch(train) [16][3400/3757] lr: 9.830e-03 eta: 1 day, 21:06:02 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.2975 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5277 loss: 3.5277 2022/06/25 15:22:30 - mmengine - INFO - Epoch(train) [16][3420/3757] lr: 9.830e-03 eta: 1 day, 21:05:55 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 4.2558 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5967 loss: 3.5967 2022/06/25 15:22:35 - mmengine - INFO - Epoch(train) [16][3440/3757] lr: 9.830e-03 eta: 1 day, 21:05:50 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8447 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7513 loss: 3.7513 2022/06/25 15:22:42 - mmengine - INFO - Epoch(train) [16][3460/3757] lr: 9.830e-03 eta: 1 day, 21:06:06 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.0626 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4114 loss: 3.4114 2022/06/25 15:22:50 - mmengine - INFO - Epoch(train) [16][3480/3757] lr: 9.830e-03 eta: 1 day, 21:06:25 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.2996 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8353 loss: 3.8353 2022/06/25 15:22:55 - mmengine - INFO - Epoch(train) [16][3500/3757] lr: 9.830e-03 eta: 1 day, 21:06:21 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 3.6694 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1201 loss: 3.1201 2022/06/25 15:23:00 - mmengine - INFO - Epoch(train) [16][3520/3757] lr: 9.830e-03 eta: 1 day, 21:06:13 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.4813 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8572 loss: 3.8572 2022/06/25 15:23:05 - mmengine - INFO - Epoch(train) [16][3540/3757] lr: 9.830e-03 eta: 1 day, 21:06:07 time: 0.264 data_time: 0.028 memory: 5036 grad_norm: 4.5939 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9644 loss: 3.9644 2022/06/25 15:23:10 - mmengine - INFO - Epoch(train) [16][3560/3757] lr: 9.830e-03 eta: 1 day, 21:05:59 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.4736 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5217 loss: 3.5217 2022/06/25 15:23:15 - mmengine - INFO - Epoch(train) [16][3580/3757] lr: 9.830e-03 eta: 1 day, 21:05:51 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.1609 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0687 loss: 4.0687 2022/06/25 15:23:20 - mmengine - INFO - Epoch(train) [16][3600/3757] lr: 9.830e-03 eta: 1 day, 21:05:43 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.2187 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6033 loss: 3.6033 2022/06/25 15:23:26 - mmengine - INFO - Epoch(train) [16][3620/3757] lr: 9.830e-03 eta: 1 day, 21:05:38 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.1147 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7146 loss: 3.7146 2022/06/25 15:23:31 - mmengine - INFO - Epoch(train) [16][3640/3757] lr: 9.830e-03 eta: 1 day, 21:05:30 time: 0.285 data_time: 0.008 memory: 5036 grad_norm: 4.3219 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7688 loss: 3.7688 2022/06/25 15:23:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:23:36 - mmengine - INFO - Epoch(train) [16][3660/3757] lr: 9.830e-03 eta: 1 day, 21:05:24 time: 0.245 data_time: 0.009 memory: 5036 grad_norm: 4.3305 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4986 loss: 3.4986 2022/06/25 15:23:41 - mmengine - INFO - Epoch(train) [16][3680/3757] lr: 9.830e-03 eta: 1 day, 21:05:16 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.0553 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3720 loss: 3.3720 2022/06/25 15:23:46 - mmengine - INFO - Epoch(train) [16][3700/3757] lr: 9.830e-03 eta: 1 day, 21:05:10 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 3.9350 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3720 loss: 3.3720 2022/06/25 15:23:51 - mmengine - INFO - Epoch(train) [16][3720/3757] lr: 9.830e-03 eta: 1 day, 21:05:02 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5180 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6176 loss: 3.6176 2022/06/25 15:23:56 - mmengine - INFO - Epoch(train) [16][3740/3757] lr: 9.830e-03 eta: 1 day, 21:04:56 time: 0.235 data_time: 0.002 memory: 5036 grad_norm: 4.2492 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.7821 loss: 3.7821 2022/06/25 15:24:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:24:00 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/06/25 15:24:16 - mmengine - INFO - Epoch(val) [16][20/310] eta: 0:03:16 time: 0.103 data_time: 0.002 memory: 5036 2022/06/25 15:24:20 - mmengine - INFO - Epoch(val) [16][40/310] eta: 0:01:04 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 15:24:24 - mmengine - INFO - Epoch(val) [16][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 15:24:29 - mmengine - INFO - Epoch(val) [16][80/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 15:24:37 - mmengine - INFO - Epoch(val) [16][100/310] eta: 0:01:16 time: 0.104 data_time: 0.001 memory: 1723 2022/06/25 15:24:41 - mmengine - INFO - Epoch(val) [16][120/310] eta: 0:00:49 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 15:24:44 - mmengine - INFO - Epoch(val) [16][140/310] eta: 0:00:35 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 15:24:48 - mmengine - INFO - Epoch(val) [16][160/310] eta: 0:00:15 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 15:24:54 - mmengine - INFO - Epoch(val) [16][180/310] eta: 0:00:14 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 15:25:01 - mmengine - INFO - Epoch(val) [16][200/310] eta: 0:00:38 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 15:25:05 - mmengine - INFO - Epoch(val) [16][220/310] eta: 0:00:32 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 15:25:09 - mmengine - INFO - Epoch(val) [16][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 15:25:15 - mmengine - INFO - Epoch(val) [16][260/310] eta: 0:00:11 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 15:25:21 - mmengine - INFO - Epoch(val) [16][280/310] eta: 0:00:09 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 15:25:23 - mmengine - INFO - Epoch(val) [16][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/25 15:25:25 - mmengine - INFO - Epoch(val) [16][310/310] acc/top1: 0.2907 acc/top5: 0.5597 acc/mean1: 0.2906 2022/06/25 15:25:35 - mmengine - INFO - Epoch(train) [17][20/3757] lr: 9.806e-03 eta: 1 day, 21:05:09 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.1015 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.8416 loss: 3.8416 2022/06/25 15:25:40 - mmengine - INFO - Epoch(train) [17][40/3757] lr: 9.806e-03 eta: 1 day, 21:05:04 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.5542 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4021 loss: 3.4021 2022/06/25 15:25:46 - mmengine - INFO - Epoch(train) [17][60/3757] lr: 9.806e-03 eta: 1 day, 21:05:03 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0212 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2607 loss: 3.2607 2022/06/25 15:25:51 - mmengine - INFO - Epoch(train) [17][80/3757] lr: 9.806e-03 eta: 1 day, 21:04:57 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.3894 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7737 loss: 3.7737 2022/06/25 15:25:56 - mmengine - INFO - Epoch(train) [17][100/3757] lr: 9.806e-03 eta: 1 day, 21:04:51 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.7772 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5854 loss: 3.5854 2022/06/25 15:26:01 - mmengine - INFO - Epoch(train) [17][120/3757] lr: 9.806e-03 eta: 1 day, 21:04:44 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.2506 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2443 loss: 3.2443 2022/06/25 15:26:07 - mmengine - INFO - Epoch(train) [17][140/3757] lr: 9.806e-03 eta: 1 day, 21:04:41 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 3.9539 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7908 loss: 3.7908 2022/06/25 15:26:12 - mmengine - INFO - Epoch(train) [17][160/3757] lr: 9.806e-03 eta: 1 day, 21:04:33 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3765 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6227 loss: 3.6227 2022/06/25 15:26:17 - mmengine - INFO - Epoch(train) [17][180/3757] lr: 9.806e-03 eta: 1 day, 21:04:27 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 3.7182 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2638 loss: 3.2638 2022/06/25 15:26:22 - mmengine - INFO - Epoch(train) [17][200/3757] lr: 9.806e-03 eta: 1 day, 21:04:20 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2858 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8639 loss: 3.8639 2022/06/25 15:26:27 - mmengine - INFO - Epoch(train) [17][220/3757] lr: 9.806e-03 eta: 1 day, 21:04:16 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4971 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.5550 loss: 3.5550 2022/06/25 15:26:33 - mmengine - INFO - Epoch(train) [17][240/3757] lr: 9.806e-03 eta: 1 day, 21:04:08 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.7228 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7523 loss: 3.7523 2022/06/25 15:26:38 - mmengine - INFO - Epoch(train) [17][260/3757] lr: 9.806e-03 eta: 1 day, 21:04:08 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.2100 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7124 loss: 3.7124 2022/06/25 15:26:44 - mmengine - INFO - Epoch(train) [17][280/3757] lr: 9.806e-03 eta: 1 day, 21:04:03 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.2088 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7094 loss: 3.7094 2022/06/25 15:26:49 - mmengine - INFO - Epoch(train) [17][300/3757] lr: 9.806e-03 eta: 1 day, 21:03:56 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.1026 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.7443 loss: 3.7443 2022/06/25 15:26:54 - mmengine - INFO - Epoch(train) [17][320/3757] lr: 9.806e-03 eta: 1 day, 21:03:51 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.9683 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0585 loss: 3.0585 2022/06/25 15:26:59 - mmengine - INFO - Epoch(train) [17][340/3757] lr: 9.806e-03 eta: 1 day, 21:03:46 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.3584 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7398 loss: 3.7398 2022/06/25 15:27:04 - mmengine - INFO - Epoch(train) [17][360/3757] lr: 9.806e-03 eta: 1 day, 21:03:40 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.6649 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7866 loss: 3.7866 2022/06/25 15:27:10 - mmengine - INFO - Epoch(train) [17][380/3757] lr: 9.806e-03 eta: 1 day, 21:03:33 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.5760 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8745 loss: 3.8745 2022/06/25 15:27:15 - mmengine - INFO - Epoch(train) [17][400/3757] lr: 9.806e-03 eta: 1 day, 21:03:28 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.1294 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1342 loss: 3.1342 2022/06/25 15:27:20 - mmengine - INFO - Epoch(train) [17][420/3757] lr: 9.806e-03 eta: 1 day, 21:03:22 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2092 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5451 loss: 3.5451 2022/06/25 15:27:26 - mmengine - INFO - Epoch(train) [17][440/3757] lr: 9.806e-03 eta: 1 day, 21:03:18 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.7046 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6386 loss: 3.6386 2022/06/25 15:27:31 - mmengine - INFO - Epoch(train) [17][460/3757] lr: 9.806e-03 eta: 1 day, 21:03:15 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6711 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2759 loss: 3.2759 2022/06/25 15:27:36 - mmengine - INFO - Epoch(train) [17][480/3757] lr: 9.806e-03 eta: 1 day, 21:03:08 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.3002 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4517 loss: 3.4517 2022/06/25 15:27:41 - mmengine - INFO - Epoch(train) [17][500/3757] lr: 9.806e-03 eta: 1 day, 21:03:02 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.7284 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3209 loss: 3.3209 2022/06/25 15:27:46 - mmengine - INFO - Epoch(train) [17][520/3757] lr: 9.806e-03 eta: 1 day, 21:02:56 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.2436 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5414 loss: 3.5414 2022/06/25 15:27:52 - mmengine - INFO - Epoch(train) [17][540/3757] lr: 9.806e-03 eta: 1 day, 21:02:49 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.2688 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2067 loss: 3.2067 2022/06/25 15:27:57 - mmengine - INFO - Epoch(train) [17][560/3757] lr: 9.806e-03 eta: 1 day, 21:02:43 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1447 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4970 loss: 3.4970 2022/06/25 15:28:02 - mmengine - INFO - Epoch(train) [17][580/3757] lr: 9.806e-03 eta: 1 day, 21:02:41 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.0127 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5560 loss: 3.5560 2022/06/25 15:28:08 - mmengine - INFO - Epoch(train) [17][600/3757] lr: 9.806e-03 eta: 1 day, 21:02:38 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4520 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8886 loss: 3.8886 2022/06/25 15:28:13 - mmengine - INFO - Epoch(train) [17][620/3757] lr: 9.806e-03 eta: 1 day, 21:02:32 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 4.0829 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2189 loss: 3.2189 2022/06/25 15:28:18 - mmengine - INFO - Epoch(train) [17][640/3757] lr: 9.806e-03 eta: 1 day, 21:02:26 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 4.1072 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7288 loss: 3.7288 2022/06/25 15:28:23 - mmengine - INFO - Epoch(train) [17][660/3757] lr: 9.806e-03 eta: 1 day, 21:02:20 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.5702 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3131 loss: 3.3131 2022/06/25 15:28:29 - mmengine - INFO - Epoch(train) [17][680/3757] lr: 9.806e-03 eta: 1 day, 21:02:13 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.3470 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3070 loss: 3.3070 2022/06/25 15:28:34 - mmengine - INFO - Epoch(train) [17][700/3757] lr: 9.806e-03 eta: 1 day, 21:02:08 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.0956 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9010 loss: 3.9010 2022/06/25 15:28:40 - mmengine - INFO - Epoch(train) [17][720/3757] lr: 9.806e-03 eta: 1 day, 21:02:07 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2792 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7728 loss: 3.7728 2022/06/25 15:28:45 - mmengine - INFO - Epoch(train) [17][740/3757] lr: 9.806e-03 eta: 1 day, 21:02:02 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4279 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4472 loss: 3.4472 2022/06/25 15:28:51 - mmengine - INFO - Epoch(train) [17][760/3757] lr: 9.806e-03 eta: 1 day, 21:02:01 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.0838 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3717 loss: 3.3717 2022/06/25 15:28:56 - mmengine - INFO - Epoch(train) [17][780/3757] lr: 9.806e-03 eta: 1 day, 21:01:54 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.0580 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1087 loss: 3.1087 2022/06/25 15:29:01 - mmengine - INFO - Epoch(train) [17][800/3757] lr: 9.806e-03 eta: 1 day, 21:01:47 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.8199 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8759 loss: 3.8759 2022/06/25 15:29:06 - mmengine - INFO - Epoch(train) [17][820/3757] lr: 9.806e-03 eta: 1 day, 21:01:44 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.1336 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4059 loss: 3.4059 2022/06/25 15:29:11 - mmengine - INFO - Epoch(train) [17][840/3757] lr: 9.806e-03 eta: 1 day, 21:01:36 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2258 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7715 loss: 3.7715 2022/06/25 15:29:17 - mmengine - INFO - Epoch(train) [17][860/3757] lr: 9.806e-03 eta: 1 day, 21:01:31 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.4266 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5585 loss: 3.5585 2022/06/25 15:29:22 - mmengine - INFO - Epoch(train) [17][880/3757] lr: 9.806e-03 eta: 1 day, 21:01:23 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.4002 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5852 loss: 3.5852 2022/06/25 15:29:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:29:27 - mmengine - INFO - Epoch(train) [17][900/3757] lr: 9.806e-03 eta: 1 day, 21:01:16 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.1143 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6983 loss: 3.6983 2022/06/25 15:29:32 - mmengine - INFO - Epoch(train) [17][920/3757] lr: 9.806e-03 eta: 1 day, 21:01:08 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.2557 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9884 loss: 3.9884 2022/06/25 15:29:37 - mmengine - INFO - Epoch(train) [17][940/3757] lr: 9.806e-03 eta: 1 day, 21:01:01 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 4.3320 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6398 loss: 3.6398 2022/06/25 15:29:42 - mmengine - INFO - Epoch(train) [17][960/3757] lr: 9.806e-03 eta: 1 day, 21:00:53 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.7467 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9261 loss: 3.9261 2022/06/25 15:29:47 - mmengine - INFO - Epoch(train) [17][980/3757] lr: 9.806e-03 eta: 1 day, 21:00:49 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.4322 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 4.1904 loss: 4.1904 2022/06/25 15:29:52 - mmengine - INFO - Epoch(train) [17][1000/3757] lr: 9.806e-03 eta: 1 day, 21:00:42 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 6.6575 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.8477 loss: 3.8477 2022/06/25 15:29:57 - mmengine - INFO - Epoch(train) [17][1020/3757] lr: 9.806e-03 eta: 1 day, 21:00:35 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.1685 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5310 loss: 3.5310 2022/06/25 15:30:02 - mmengine - INFO - Epoch(train) [17][1040/3757] lr: 9.806e-03 eta: 1 day, 21:00:28 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.8719 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6752 loss: 3.6752 2022/06/25 15:30:08 - mmengine - INFO - Epoch(train) [17][1060/3757] lr: 9.806e-03 eta: 1 day, 21:00:27 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.4895 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3272 loss: 3.3272 2022/06/25 15:30:13 - mmengine - INFO - Epoch(train) [17][1080/3757] lr: 9.806e-03 eta: 1 day, 21:00:19 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 4.5875 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5518 loss: 3.5518 2022/06/25 15:30:18 - mmengine - INFO - Epoch(train) [17][1100/3757] lr: 9.806e-03 eta: 1 day, 21:00:13 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.3003 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3633 loss: 3.3633 2022/06/25 15:30:24 - mmengine - INFO - Epoch(train) [17][1120/3757] lr: 9.806e-03 eta: 1 day, 21:00:08 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 4.3317 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2856 loss: 3.2856 2022/06/25 15:30:29 - mmengine - INFO - Epoch(train) [17][1140/3757] lr: 9.806e-03 eta: 1 day, 21:00:01 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3523 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8810 loss: 3.8810 2022/06/25 15:30:34 - mmengine - INFO - Epoch(train) [17][1160/3757] lr: 9.806e-03 eta: 1 day, 20:59:54 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 4.1838 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2657 loss: 3.2657 2022/06/25 15:30:39 - mmengine - INFO - Epoch(train) [17][1180/3757] lr: 9.806e-03 eta: 1 day, 20:59:47 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.9432 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4599 loss: 3.4599 2022/06/25 15:30:44 - mmengine - INFO - Epoch(train) [17][1200/3757] lr: 9.806e-03 eta: 1 day, 20:59:41 time: 0.264 data_time: 0.013 memory: 5036 grad_norm: 4.3065 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.2966 loss: 3.2966 2022/06/25 15:30:49 - mmengine - INFO - Epoch(train) [17][1220/3757] lr: 9.806e-03 eta: 1 day, 20:59:35 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3051 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5312 loss: 3.5312 2022/06/25 15:30:55 - mmengine - INFO - Epoch(train) [17][1240/3757] lr: 9.806e-03 eta: 1 day, 20:59:29 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 4.8330 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7460 loss: 3.7460 2022/06/25 15:31:00 - mmengine - INFO - Epoch(train) [17][1260/3757] lr: 9.806e-03 eta: 1 day, 20:59:30 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.3457 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5405 loss: 3.5405 2022/06/25 15:31:07 - mmengine - INFO - Epoch(train) [17][1280/3757] lr: 9.806e-03 eta: 1 day, 20:59:34 time: 0.268 data_time: 0.017 memory: 5036 grad_norm: 4.1826 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5568 loss: 3.5568 2022/06/25 15:31:12 - mmengine - INFO - Epoch(train) [17][1300/3757] lr: 9.806e-03 eta: 1 day, 20:59:29 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 4.2311 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4192 loss: 3.4192 2022/06/25 15:31:17 - mmengine - INFO - Epoch(train) [17][1320/3757] lr: 9.806e-03 eta: 1 day, 20:59:22 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 4.5232 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5055 loss: 3.5055 2022/06/25 15:31:22 - mmengine - INFO - Epoch(train) [17][1340/3757] lr: 9.806e-03 eta: 1 day, 20:59:15 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3693 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3360 loss: 3.3360 2022/06/25 15:31:28 - mmengine - INFO - Epoch(train) [17][1360/3757] lr: 9.806e-03 eta: 1 day, 20:59:13 time: 0.243 data_time: 0.008 memory: 5036 grad_norm: 5.0086 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3968 loss: 3.3968 2022/06/25 15:31:33 - mmengine - INFO - Epoch(train) [17][1380/3757] lr: 9.806e-03 eta: 1 day, 20:59:06 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 3.9056 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3223 loss: 3.3223 2022/06/25 15:31:38 - mmengine - INFO - Epoch(train) [17][1400/3757] lr: 9.806e-03 eta: 1 day, 20:58:59 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.4580 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3919 loss: 3.3919 2022/06/25 15:31:43 - mmengine - INFO - Epoch(train) [17][1420/3757] lr: 9.806e-03 eta: 1 day, 20:58:53 time: 0.385 data_time: 0.009 memory: 5036 grad_norm: 4.7150 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3488 loss: 3.3488 2022/06/25 15:31:49 - mmengine - INFO - Epoch(train) [17][1440/3757] lr: 9.806e-03 eta: 1 day, 20:58:51 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.8585 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.9498 loss: 3.9498 2022/06/25 15:31:54 - mmengine - INFO - Epoch(train) [17][1460/3757] lr: 9.806e-03 eta: 1 day, 20:58:44 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.0766 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5966 loss: 3.5966 2022/06/25 15:31:59 - mmengine - INFO - Epoch(train) [17][1480/3757] lr: 9.806e-03 eta: 1 day, 20:58:37 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.3267 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.4624 loss: 3.4624 2022/06/25 15:32:04 - mmengine - INFO - Epoch(train) [17][1500/3757] lr: 9.806e-03 eta: 1 day, 20:58:30 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.7313 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5664 loss: 3.5664 2022/06/25 15:32:09 - mmengine - INFO - Epoch(train) [17][1520/3757] lr: 9.806e-03 eta: 1 day, 20:58:23 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.8188 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6472 loss: 3.6472 2022/06/25 15:32:14 - mmengine - INFO - Epoch(train) [17][1540/3757] lr: 9.806e-03 eta: 1 day, 20:58:16 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.1750 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.6573 loss: 3.6573 2022/06/25 15:32:19 - mmengine - INFO - Epoch(train) [17][1560/3757] lr: 9.806e-03 eta: 1 day, 20:58:08 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.6497 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4253 loss: 3.4253 2022/06/25 15:32:25 - mmengine - INFO - Epoch(train) [17][1580/3757] lr: 9.806e-03 eta: 1 day, 20:58:08 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.7926 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2768 loss: 3.2768 2022/06/25 15:32:30 - mmengine - INFO - Epoch(train) [17][1600/3757] lr: 9.806e-03 eta: 1 day, 20:58:01 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.9491 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6142 loss: 3.6142 2022/06/25 15:32:35 - mmengine - INFO - Epoch(train) [17][1620/3757] lr: 9.806e-03 eta: 1 day, 20:57:54 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 4.7385 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6367 loss: 3.6367 2022/06/25 15:32:40 - mmengine - INFO - Epoch(train) [17][1640/3757] lr: 9.806e-03 eta: 1 day, 20:57:47 time: 0.252 data_time: 0.016 memory: 5036 grad_norm: 4.4080 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 4.0453 loss: 4.0453 2022/06/25 15:32:46 - mmengine - INFO - Epoch(train) [17][1660/3757] lr: 9.806e-03 eta: 1 day, 20:57:42 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.8040 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.6472 loss: 3.6472 2022/06/25 15:32:51 - mmengine - INFO - Epoch(train) [17][1680/3757] lr: 9.806e-03 eta: 1 day, 20:57:35 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 4.9971 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6868 loss: 3.6868 2022/06/25 15:32:56 - mmengine - INFO - Epoch(train) [17][1700/3757] lr: 9.806e-03 eta: 1 day, 20:57:28 time: 0.247 data_time: 0.011 memory: 5036 grad_norm: 4.4424 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.4234 loss: 3.4234 2022/06/25 15:33:01 - mmengine - INFO - Epoch(train) [17][1720/3757] lr: 9.806e-03 eta: 1 day, 20:57:22 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.6821 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.6524 loss: 3.6524 2022/06/25 15:33:06 - mmengine - INFO - Epoch(train) [17][1740/3757] lr: 9.806e-03 eta: 1 day, 20:57:16 time: 0.263 data_time: 0.011 memory: 5036 grad_norm: 4.6413 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4685 loss: 3.4685 2022/06/25 15:33:11 - mmengine - INFO - Epoch(train) [17][1760/3757] lr: 9.806e-03 eta: 1 day, 20:57:09 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.2825 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7698 loss: 3.7698 2022/06/25 15:33:16 - mmengine - INFO - Epoch(train) [17][1780/3757] lr: 9.806e-03 eta: 1 day, 20:57:02 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.6372 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5359 loss: 3.5359 2022/06/25 15:33:21 - mmengine - INFO - Epoch(train) [17][1800/3757] lr: 9.806e-03 eta: 1 day, 20:56:55 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.2265 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 4.0177 loss: 4.0177 2022/06/25 15:33:27 - mmengine - INFO - Epoch(train) [17][1820/3757] lr: 9.806e-03 eta: 1 day, 20:56:54 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 5.3021 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4598 loss: 3.4598 2022/06/25 15:33:32 - mmengine - INFO - Epoch(train) [17][1840/3757] lr: 9.806e-03 eta: 1 day, 20:56:48 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1126 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6734 loss: 3.6734 2022/06/25 15:33:38 - mmengine - INFO - Epoch(train) [17][1860/3757] lr: 9.806e-03 eta: 1 day, 20:56:41 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.5790 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5099 loss: 3.5099 2022/06/25 15:33:43 - mmengine - INFO - Epoch(train) [17][1880/3757] lr: 9.806e-03 eta: 1 day, 20:56:35 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.4801 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4283 loss: 3.4283 2022/06/25 15:33:45 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:33:48 - mmengine - INFO - Epoch(train) [17][1900/3757] lr: 9.806e-03 eta: 1 day, 20:56:32 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.0136 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6752 loss: 3.6752 2022/06/25 15:33:53 - mmengine - INFO - Epoch(train) [17][1920/3757] lr: 9.806e-03 eta: 1 day, 20:56:25 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 3.6540 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2188 loss: 3.2188 2022/06/25 15:33:59 - mmengine - INFO - Epoch(train) [17][1940/3757] lr: 9.806e-03 eta: 1 day, 20:56:19 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 4.3059 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3669 loss: 3.3669 2022/06/25 15:34:04 - mmengine - INFO - Epoch(train) [17][1960/3757] lr: 9.806e-03 eta: 1 day, 20:56:16 time: 0.278 data_time: 0.002 memory: 5036 grad_norm: 4.1171 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.6619 loss: 3.6619 2022/06/25 15:34:09 - mmengine - INFO - Epoch(train) [17][1980/3757] lr: 9.806e-03 eta: 1 day, 20:56:10 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.0873 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5709 loss: 3.5709 2022/06/25 15:34:14 - mmengine - INFO - Epoch(train) [17][2000/3757] lr: 9.806e-03 eta: 1 day, 20:56:03 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.3517 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4628 loss: 3.4628 2022/06/25 15:34:19 - mmengine - INFO - Epoch(train) [17][2020/3757] lr: 9.806e-03 eta: 1 day, 20:55:57 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.6145 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9933 loss: 3.9933 2022/06/25 15:34:25 - mmengine - INFO - Epoch(train) [17][2040/3757] lr: 9.806e-03 eta: 1 day, 20:55:51 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.3365 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6957 loss: 3.6957 2022/06/25 15:34:30 - mmengine - INFO - Epoch(train) [17][2060/3757] lr: 9.806e-03 eta: 1 day, 20:55:49 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 4.5019 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3907 loss: 3.3907 2022/06/25 15:34:36 - mmengine - INFO - Epoch(train) [17][2080/3757] lr: 9.806e-03 eta: 1 day, 20:55:43 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 4.7600 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5961 loss: 3.5961 2022/06/25 15:34:41 - mmengine - INFO - Epoch(train) [17][2100/3757] lr: 9.806e-03 eta: 1 day, 20:55:37 time: 0.250 data_time: 0.015 memory: 5036 grad_norm: 4.2515 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6551 loss: 3.6551 2022/06/25 15:34:46 - mmengine - INFO - Epoch(train) [17][2120/3757] lr: 9.806e-03 eta: 1 day, 20:55:34 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 4.6000 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4189 loss: 3.4189 2022/06/25 15:34:52 - mmengine - INFO - Epoch(train) [17][2140/3757] lr: 9.806e-03 eta: 1 day, 20:55:32 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 4.2988 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4504 loss: 3.4504 2022/06/25 15:34:57 - mmengine - INFO - Epoch(train) [17][2160/3757] lr: 9.806e-03 eta: 1 day, 20:55:27 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.2130 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6742 loss: 3.6742 2022/06/25 15:35:02 - mmengine - INFO - Epoch(train) [17][2180/3757] lr: 9.806e-03 eta: 1 day, 20:55:21 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 4.1789 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.4944 loss: 3.4944 2022/06/25 15:35:08 - mmengine - INFO - Epoch(train) [17][2200/3757] lr: 9.806e-03 eta: 1 day, 20:55:17 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.2466 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3401 loss: 3.3401 2022/06/25 15:35:13 - mmengine - INFO - Epoch(train) [17][2220/3757] lr: 9.806e-03 eta: 1 day, 20:55:10 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 4.0596 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2767 loss: 3.2767 2022/06/25 15:35:18 - mmengine - INFO - Epoch(train) [17][2240/3757] lr: 9.806e-03 eta: 1 day, 20:55:03 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 4.5477 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7031 loss: 3.7031 2022/06/25 15:35:23 - mmengine - INFO - Epoch(train) [17][2260/3757] lr: 9.806e-03 eta: 1 day, 20:54:56 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 4.0263 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2046 loss: 3.2046 2022/06/25 15:35:28 - mmengine - INFO - Epoch(train) [17][2280/3757] lr: 9.806e-03 eta: 1 day, 20:54:49 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 4.1905 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2053 loss: 3.2053 2022/06/25 15:35:33 - mmengine - INFO - Epoch(train) [17][2300/3757] lr: 9.806e-03 eta: 1 day, 20:54:42 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.1862 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5123 loss: 3.5123 2022/06/25 15:35:38 - mmengine - INFO - Epoch(train) [17][2320/3757] lr: 9.806e-03 eta: 1 day, 20:54:36 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.4366 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4248 loss: 3.4248 2022/06/25 15:35:44 - mmengine - INFO - Epoch(train) [17][2340/3757] lr: 9.806e-03 eta: 1 day, 20:54:30 time: 0.320 data_time: 0.002 memory: 5036 grad_norm: 4.2562 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5851 loss: 3.5851 2022/06/25 15:35:49 - mmengine - INFO - Epoch(train) [17][2360/3757] lr: 9.806e-03 eta: 1 day, 20:54:24 time: 0.273 data_time: 0.017 memory: 5036 grad_norm: 4.7222 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9219 loss: 3.9219 2022/06/25 15:35:54 - mmengine - INFO - Epoch(train) [17][2380/3757] lr: 9.806e-03 eta: 1 day, 20:54:20 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.0305 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3845 loss: 3.3845 2022/06/25 15:35:59 - mmengine - INFO - Epoch(train) [17][2400/3757] lr: 9.806e-03 eta: 1 day, 20:54:14 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 3.9388 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.5292 loss: 3.5292 2022/06/25 15:36:05 - mmengine - INFO - Epoch(train) [17][2420/3757] lr: 9.806e-03 eta: 1 day, 20:54:08 time: 0.271 data_time: 0.016 memory: 5036 grad_norm: 4.5591 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6656 loss: 3.6656 2022/06/25 15:36:10 - mmengine - INFO - Epoch(train) [17][2440/3757] lr: 9.806e-03 eta: 1 day, 20:54:01 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 4.6982 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9049 loss: 3.9049 2022/06/25 15:36:15 - mmengine - INFO - Epoch(train) [17][2460/3757] lr: 9.806e-03 eta: 1 day, 20:53:56 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 4.0880 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3604 loss: 3.3604 2022/06/25 15:36:20 - mmengine - INFO - Epoch(train) [17][2480/3757] lr: 9.806e-03 eta: 1 day, 20:53:50 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 3.9934 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5231 loss: 3.5231 2022/06/25 15:36:26 - mmengine - INFO - Epoch(train) [17][2500/3757] lr: 9.806e-03 eta: 1 day, 20:53:45 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 4.5590 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5815 loss: 3.5815 2022/06/25 15:36:31 - mmengine - INFO - Epoch(train) [17][2520/3757] lr: 9.806e-03 eta: 1 day, 20:53:39 time: 0.271 data_time: 0.011 memory: 5036 grad_norm: 4.3252 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7740 loss: 3.7740 2022/06/25 15:36:36 - mmengine - INFO - Epoch(train) [17][2540/3757] lr: 9.806e-03 eta: 1 day, 20:53:32 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.1197 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7145 loss: 3.7145 2022/06/25 15:36:41 - mmengine - INFO - Epoch(train) [17][2560/3757] lr: 9.806e-03 eta: 1 day, 20:53:26 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.3614 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7203 loss: 3.7203 2022/06/25 15:36:46 - mmengine - INFO - Epoch(train) [17][2580/3757] lr: 9.806e-03 eta: 1 day, 20:53:20 time: 0.263 data_time: 0.014 memory: 5036 grad_norm: 4.8888 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3528 loss: 3.3528 2022/06/25 15:36:51 - mmengine - INFO - Epoch(train) [17][2600/3757] lr: 9.806e-03 eta: 1 day, 20:53:14 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 4.3479 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6030 loss: 3.6030 2022/06/25 15:36:57 - mmengine - INFO - Epoch(train) [17][2620/3757] lr: 9.806e-03 eta: 1 day, 20:53:08 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 3.9984 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7131 loss: 3.7131 2022/06/25 15:37:02 - mmengine - INFO - Epoch(train) [17][2640/3757] lr: 9.806e-03 eta: 1 day, 20:53:01 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.2871 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4849 loss: 3.4849 2022/06/25 15:37:07 - mmengine - INFO - Epoch(train) [17][2660/3757] lr: 9.806e-03 eta: 1 day, 20:52:59 time: 0.261 data_time: 0.014 memory: 5036 grad_norm: 4.7799 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7336 loss: 3.7336 2022/06/25 15:37:12 - mmengine - INFO - Epoch(train) [17][2680/3757] lr: 9.806e-03 eta: 1 day, 20:52:52 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 4.6682 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5563 loss: 3.5563 2022/06/25 15:37:18 - mmengine - INFO - Epoch(train) [17][2700/3757] lr: 9.806e-03 eta: 1 day, 20:52:47 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6307 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4259 loss: 3.4259 2022/06/25 15:37:23 - mmengine - INFO - Epoch(train) [17][2720/3757] lr: 9.806e-03 eta: 1 day, 20:52:41 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.4468 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7080 loss: 3.7080 2022/06/25 15:37:28 - mmengine - INFO - Epoch(train) [17][2740/3757] lr: 9.806e-03 eta: 1 day, 20:52:36 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 4.4317 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7963 loss: 3.7963 2022/06/25 15:37:33 - mmengine - INFO - Epoch(train) [17][2760/3757] lr: 9.806e-03 eta: 1 day, 20:52:30 time: 0.286 data_time: 0.002 memory: 5036 grad_norm: 4.0421 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3460 loss: 3.3460 2022/06/25 15:37:39 - mmengine - INFO - Epoch(train) [17][2780/3757] lr: 9.806e-03 eta: 1 day, 20:52:24 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.9295 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5809 loss: 3.5809 2022/06/25 15:37:44 - mmengine - INFO - Epoch(train) [17][2800/3757] lr: 9.806e-03 eta: 1 day, 20:52:18 time: 0.320 data_time: 0.002 memory: 5036 grad_norm: 4.3324 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9463 loss: 3.9463 2022/06/25 15:37:49 - mmengine - INFO - Epoch(train) [17][2820/3757] lr: 9.806e-03 eta: 1 day, 20:52:12 time: 0.248 data_time: 0.013 memory: 5036 grad_norm: 4.0286 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.9415 loss: 3.9415 2022/06/25 15:37:54 - mmengine - INFO - Epoch(train) [17][2840/3757] lr: 9.806e-03 eta: 1 day, 20:52:06 time: 0.310 data_time: 0.011 memory: 5036 grad_norm: 4.2137 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.9145 loss: 3.9145 2022/06/25 15:37:59 - mmengine - INFO - Epoch(train) [17][2860/3757] lr: 9.806e-03 eta: 1 day, 20:52:00 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.3431 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4654 loss: 3.4654 2022/06/25 15:38:05 - mmengine - INFO - Epoch(train) [17][2880/3757] lr: 9.806e-03 eta: 1 day, 20:51:54 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.4399 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2604 loss: 3.2604 2022/06/25 15:38:07 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:38:10 - mmengine - INFO - Epoch(train) [17][2900/3757] lr: 9.806e-03 eta: 1 day, 20:51:48 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.5288 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9269 loss: 3.9269 2022/06/25 15:38:15 - mmengine - INFO - Epoch(train) [17][2920/3757] lr: 9.806e-03 eta: 1 day, 20:51:45 time: 0.341 data_time: 0.005 memory: 5036 grad_norm: 4.2637 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5813 loss: 3.5813 2022/06/25 15:38:21 - mmengine - INFO - Epoch(train) [17][2940/3757] lr: 9.806e-03 eta: 1 day, 20:51:41 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.3237 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7520 loss: 3.7520 2022/06/25 15:38:26 - mmengine - INFO - Epoch(train) [17][2960/3757] lr: 9.806e-03 eta: 1 day, 20:51:38 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.2991 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4486 loss: 3.4486 2022/06/25 15:38:31 - mmengine - INFO - Epoch(train) [17][2980/3757] lr: 9.806e-03 eta: 1 day, 20:51:32 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.4005 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3467 loss: 3.3467 2022/06/25 15:38:37 - mmengine - INFO - Epoch(train) [17][3000/3757] lr: 9.806e-03 eta: 1 day, 20:51:27 time: 0.280 data_time: 0.002 memory: 5036 grad_norm: 4.1296 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7014 loss: 3.7014 2022/06/25 15:38:42 - mmengine - INFO - Epoch(train) [17][3020/3757] lr: 9.806e-03 eta: 1 day, 20:51:21 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.6708 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.3405 loss: 3.3405 2022/06/25 15:38:47 - mmengine - INFO - Epoch(train) [17][3040/3757] lr: 9.806e-03 eta: 1 day, 20:51:16 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 4.5532 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8216 loss: 3.8216 2022/06/25 15:38:52 - mmengine - INFO - Epoch(train) [17][3060/3757] lr: 9.806e-03 eta: 1 day, 20:51:10 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.3240 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3826 loss: 3.3826 2022/06/25 15:38:57 - mmengine - INFO - Epoch(train) [17][3080/3757] lr: 9.806e-03 eta: 1 day, 20:51:03 time: 0.276 data_time: 0.011 memory: 5036 grad_norm: 4.7690 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4523 loss: 3.4523 2022/06/25 15:39:03 - mmengine - INFO - Epoch(train) [17][3100/3757] lr: 9.806e-03 eta: 1 day, 20:50:56 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 4.1941 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6645 loss: 3.6645 2022/06/25 15:39:08 - mmengine - INFO - Epoch(train) [17][3120/3757] lr: 9.806e-03 eta: 1 day, 20:50:53 time: 0.283 data_time: 0.002 memory: 5036 grad_norm: 4.2867 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7054 loss: 3.7054 2022/06/25 15:39:13 - mmengine - INFO - Epoch(train) [17][3140/3757] lr: 9.806e-03 eta: 1 day, 20:50:47 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.3418 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5984 loss: 3.5984 2022/06/25 15:39:19 - mmengine - INFO - Epoch(train) [17][3160/3757] lr: 9.806e-03 eta: 1 day, 20:50:42 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.1992 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3978 loss: 3.3978 2022/06/25 15:39:24 - mmengine - INFO - Epoch(train) [17][3180/3757] lr: 9.806e-03 eta: 1 day, 20:50:35 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 4.2950 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4172 loss: 3.4172 2022/06/25 15:39:29 - mmengine - INFO - Epoch(train) [17][3200/3757] lr: 9.806e-03 eta: 1 day, 20:50:35 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.5135 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7578 loss: 3.7578 2022/06/25 15:39:35 - mmengine - INFO - Epoch(train) [17][3220/3757] lr: 9.806e-03 eta: 1 day, 20:50:32 time: 0.272 data_time: 0.009 memory: 5036 grad_norm: 4.3900 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3165 loss: 3.3165 2022/06/25 15:39:40 - mmengine - INFO - Epoch(train) [17][3240/3757] lr: 9.806e-03 eta: 1 day, 20:50:24 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 4.3619 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8584 loss: 3.8584 2022/06/25 15:39:46 - mmengine - INFO - Epoch(train) [17][3260/3757] lr: 9.806e-03 eta: 1 day, 20:50:22 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 4.6340 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.7465 loss: 3.7465 2022/06/25 15:39:51 - mmengine - INFO - Epoch(train) [17][3280/3757] lr: 9.806e-03 eta: 1 day, 20:50:15 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.8512 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5072 loss: 3.5072 2022/06/25 15:39:56 - mmengine - INFO - Epoch(train) [17][3300/3757] lr: 9.806e-03 eta: 1 day, 20:50:09 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.2987 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4056 loss: 3.4056 2022/06/25 15:40:01 - mmengine - INFO - Epoch(train) [17][3320/3757] lr: 9.806e-03 eta: 1 day, 20:50:01 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5518 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4980 loss: 3.4980 2022/06/25 15:40:06 - mmengine - INFO - Epoch(train) [17][3340/3757] lr: 9.806e-03 eta: 1 day, 20:49:54 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 4.4007 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5975 loss: 3.5975 2022/06/25 15:40:11 - mmengine - INFO - Epoch(train) [17][3360/3757] lr: 9.806e-03 eta: 1 day, 20:49:47 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 4.4997 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8332 loss: 3.8332 2022/06/25 15:40:16 - mmengine - INFO - Epoch(train) [17][3380/3757] lr: 9.806e-03 eta: 1 day, 20:49:40 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 4.2562 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3158 loss: 3.3158 2022/06/25 15:40:21 - mmengine - INFO - Epoch(train) [17][3400/3757] lr: 9.806e-03 eta: 1 day, 20:49:33 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.2769 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4087 loss: 3.4087 2022/06/25 15:40:26 - mmengine - INFO - Epoch(train) [17][3420/3757] lr: 9.806e-03 eta: 1 day, 20:49:27 time: 0.249 data_time: 0.014 memory: 5036 grad_norm: 4.3109 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4615 loss: 3.4615 2022/06/25 15:40:31 - mmengine - INFO - Epoch(train) [17][3440/3757] lr: 9.806e-03 eta: 1 day, 20:49:20 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.6011 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3969 loss: 3.3969 2022/06/25 15:40:37 - mmengine - INFO - Epoch(train) [17][3460/3757] lr: 9.806e-03 eta: 1 day, 20:49:13 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.7863 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6617 loss: 3.6617 2022/06/25 15:40:42 - mmengine - INFO - Epoch(train) [17][3480/3757] lr: 9.806e-03 eta: 1 day, 20:49:06 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3308 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7987 loss: 3.7987 2022/06/25 15:40:47 - mmengine - INFO - Epoch(train) [17][3500/3757] lr: 9.806e-03 eta: 1 day, 20:49:00 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.4281 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.4403 loss: 3.4403 2022/06/25 15:40:52 - mmengine - INFO - Epoch(train) [17][3520/3757] lr: 9.806e-03 eta: 1 day, 20:48:52 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 3.9501 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2743 loss: 3.2743 2022/06/25 15:40:57 - mmengine - INFO - Epoch(train) [17][3540/3757] lr: 9.806e-03 eta: 1 day, 20:48:46 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.2444 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4986 loss: 3.4986 2022/06/25 15:41:02 - mmengine - INFO - Epoch(train) [17][3560/3757] lr: 9.806e-03 eta: 1 day, 20:48:39 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.7408 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3237 loss: 3.3237 2022/06/25 15:41:08 - mmengine - INFO - Epoch(train) [17][3580/3757] lr: 9.806e-03 eta: 1 day, 20:48:38 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 4.1113 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5953 loss: 3.5953 2022/06/25 15:41:13 - mmengine - INFO - Epoch(train) [17][3600/3757] lr: 9.806e-03 eta: 1 day, 20:48:31 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.1598 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6133 loss: 3.6133 2022/06/25 15:41:18 - mmengine - INFO - Epoch(train) [17][3620/3757] lr: 9.806e-03 eta: 1 day, 20:48:26 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 4.0050 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7630 loss: 3.7630 2022/06/25 15:41:23 - mmengine - INFO - Epoch(train) [17][3640/3757] lr: 9.806e-03 eta: 1 day, 20:48:19 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3781 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6959 loss: 3.6959 2022/06/25 15:41:29 - mmengine - INFO - Epoch(train) [17][3660/3757] lr: 9.806e-03 eta: 1 day, 20:48:14 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.4714 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7093 loss: 3.7093 2022/06/25 15:41:34 - mmengine - INFO - Epoch(train) [17][3680/3757] lr: 9.806e-03 eta: 1 day, 20:48:13 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 3.8594 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4663 loss: 3.4663 2022/06/25 15:41:40 - mmengine - INFO - Epoch(train) [17][3700/3757] lr: 9.806e-03 eta: 1 day, 20:48:07 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 3.7976 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5934 loss: 3.5934 2022/06/25 15:41:48 - mmengine - INFO - Epoch(train) [17][3720/3757] lr: 9.806e-03 eta: 1 day, 20:48:31 time: 0.264 data_time: 0.028 memory: 5036 grad_norm: 4.1177 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3772 loss: 3.3772 2022/06/25 15:41:53 - mmengine - INFO - Epoch(train) [17][3740/3757] lr: 9.806e-03 eta: 1 day, 20:48:23 time: 0.242 data_time: 0.007 memory: 5036 grad_norm: 4.4494 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7708 loss: 3.7708 2022/06/25 15:41:57 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:41:57 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/06/25 15:42:10 - mmengine - INFO - Epoch(val) [17][20/310] eta: 0:01:43 time: 0.109 data_time: 0.008 memory: 5036 2022/06/25 15:42:14 - mmengine - INFO - Epoch(val) [17][40/310] eta: 0:01:36 time: 0.191 data_time: 0.005 memory: 1723 2022/06/25 15:42:18 - mmengine - INFO - Epoch(val) [17][60/310] eta: 0:00:26 time: 0.107 data_time: 0.005 memory: 1723 2022/06/25 15:42:23 - mmengine - INFO - Epoch(val) [17][80/310] eta: 0:00:31 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 15:42:31 - mmengine - INFO - Epoch(val) [17][100/310] eta: 0:01:08 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 15:42:36 - mmengine - INFO - Epoch(val) [17][120/310] eta: 0:01:03 time: 0.106 data_time: 0.004 memory: 1723 2022/06/25 15:42:43 - mmengine - INFO - Epoch(val) [17][140/310] eta: 0:00:47 time: 0.740 data_time: 0.637 memory: 1723 2022/06/25 15:42:48 - mmengine - INFO - Epoch(val) [17][160/310] eta: 0:00:24 time: 0.107 data_time: 0.002 memory: 1723 2022/06/25 15:42:54 - mmengine - INFO - Epoch(val) [17][180/310] eta: 0:00:43 time: 1.545 data_time: 1.444 memory: 1723 2022/06/25 15:42:59 - mmengine - INFO - Epoch(val) [17][200/310] eta: 0:00:33 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 15:43:04 - mmengine - INFO - Epoch(val) [17][220/310] eta: 0:00:31 time: 0.503 data_time: 0.407 memory: 1723 2022/06/25 15:43:08 - mmengine - INFO - Epoch(val) [17][240/310] eta: 0:00:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 15:43:15 - mmengine - INFO - Epoch(val) [17][260/310] eta: 0:00:17 time: 2.625 data_time: 2.501 memory: 1723 2022/06/25 15:43:18 - mmengine - INFO - Epoch(val) [17][280/310] eta: 0:00:07 time: 0.113 data_time: 0.001 memory: 1723 2022/06/25 15:43:20 - mmengine - INFO - Epoch(val) [17][300/310] eta: 0:00:01 time: 0.105 data_time: 0.009 memory: 1723 2022/06/25 15:43:22 - mmengine - INFO - Epoch(val) [17][310/310] acc/top1: 0.2981 acc/top5: 0.5641 acc/mean1: 0.2980 2022/06/25 15:43:32 - mmengine - INFO - Epoch(train) [18][20/3757] lr: 9.782e-03 eta: 1 day, 20:48:36 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3930 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.3432 loss: 3.3432 2022/06/25 15:43:37 - mmengine - INFO - Epoch(train) [18][40/3757] lr: 9.782e-03 eta: 1 day, 20:48:30 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 4.0967 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3294 loss: 3.3294 2022/06/25 15:43:43 - mmengine - INFO - Epoch(train) [18][60/3757] lr: 9.782e-03 eta: 1 day, 20:48:24 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.4449 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4080 loss: 3.4080 2022/06/25 15:43:48 - mmengine - INFO - Epoch(train) [18][80/3757] lr: 9.782e-03 eta: 1 day, 20:48:24 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.5501 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2507 loss: 3.2507 2022/06/25 15:43:55 - mmengine - INFO - Epoch(train) [18][100/3757] lr: 9.782e-03 eta: 1 day, 20:48:34 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.3238 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7792 loss: 3.7792 2022/06/25 15:44:00 - mmengine - INFO - Epoch(train) [18][120/3757] lr: 9.782e-03 eta: 1 day, 20:48:27 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1840 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4240 loss: 3.4240 2022/06/25 15:44:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:44:06 - mmengine - INFO - Epoch(train) [18][140/3757] lr: 9.782e-03 eta: 1 day, 20:48:20 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.0569 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1287 loss: 3.1287 2022/06/25 15:44:11 - mmengine - INFO - Epoch(train) [18][160/3757] lr: 9.782e-03 eta: 1 day, 20:48:13 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.6782 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5186 loss: 3.5186 2022/06/25 15:44:16 - mmengine - INFO - Epoch(train) [18][180/3757] lr: 9.782e-03 eta: 1 day, 20:48:06 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.7133 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8791 loss: 3.8791 2022/06/25 15:44:21 - mmengine - INFO - Epoch(train) [18][200/3757] lr: 9.782e-03 eta: 1 day, 20:47:58 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.5525 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4835 loss: 3.4835 2022/06/25 15:44:26 - mmengine - INFO - Epoch(train) [18][220/3757] lr: 9.782e-03 eta: 1 day, 20:47:54 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.2106 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6569 loss: 3.6569 2022/06/25 15:44:31 - mmengine - INFO - Epoch(train) [18][240/3757] lr: 9.782e-03 eta: 1 day, 20:47:47 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 3.8733 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3119 loss: 3.3119 2022/06/25 15:44:37 - mmengine - INFO - Epoch(train) [18][260/3757] lr: 9.782e-03 eta: 1 day, 20:47:42 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.6985 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.3880 loss: 3.3880 2022/06/25 15:44:42 - mmengine - INFO - Epoch(train) [18][280/3757] lr: 9.782e-03 eta: 1 day, 20:47:35 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.5714 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 4.0775 loss: 4.0775 2022/06/25 15:44:47 - mmengine - INFO - Epoch(train) [18][300/3757] lr: 9.782e-03 eta: 1 day, 20:47:29 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4897 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4867 loss: 3.4867 2022/06/25 15:44:52 - mmengine - INFO - Epoch(train) [18][320/3757] lr: 9.782e-03 eta: 1 day, 20:47:22 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 4.4145 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.7542 loss: 3.7542 2022/06/25 15:44:57 - mmengine - INFO - Epoch(train) [18][340/3757] lr: 9.782e-03 eta: 1 day, 20:47:16 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.7189 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.6332 loss: 3.6332 2022/06/25 15:45:02 - mmengine - INFO - Epoch(train) [18][360/3757] lr: 9.782e-03 eta: 1 day, 20:47:09 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.2353 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9990 loss: 2.9990 2022/06/25 15:45:08 - mmengine - INFO - Epoch(train) [18][380/3757] lr: 9.782e-03 eta: 1 day, 20:47:06 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.5017 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5698 loss: 3.5698 2022/06/25 15:45:13 - mmengine - INFO - Epoch(train) [18][400/3757] lr: 9.782e-03 eta: 1 day, 20:47:00 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 4.5061 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5761 loss: 3.5761 2022/06/25 15:45:18 - mmengine - INFO - Epoch(train) [18][420/3757] lr: 9.782e-03 eta: 1 day, 20:46:55 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.1251 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4752 loss: 3.4752 2022/06/25 15:45:23 - mmengine - INFO - Epoch(train) [18][440/3757] lr: 9.782e-03 eta: 1 day, 20:46:48 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.9539 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8569 loss: 3.8569 2022/06/25 15:45:29 - mmengine - INFO - Epoch(train) [18][460/3757] lr: 9.782e-03 eta: 1 day, 20:46:44 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.1655 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5699 loss: 3.5699 2022/06/25 15:45:34 - mmengine - INFO - Epoch(train) [18][480/3757] lr: 9.782e-03 eta: 1 day, 20:46:37 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.1916 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8321 loss: 3.8321 2022/06/25 15:45:39 - mmengine - INFO - Epoch(train) [18][500/3757] lr: 9.782e-03 eta: 1 day, 20:46:31 time: 0.268 data_time: 0.005 memory: 5036 grad_norm: 4.5142 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2958 loss: 3.2958 2022/06/25 15:45:44 - mmengine - INFO - Epoch(train) [18][520/3757] lr: 9.782e-03 eta: 1 day, 20:46:24 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.2380 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2287 loss: 3.2287 2022/06/25 15:45:49 - mmengine - INFO - Epoch(train) [18][540/3757] lr: 9.782e-03 eta: 1 day, 20:46:20 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.8102 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0353 loss: 3.0353 2022/06/25 15:45:55 - mmengine - INFO - Epoch(train) [18][560/3757] lr: 9.782e-03 eta: 1 day, 20:46:14 time: 0.288 data_time: 0.024 memory: 5036 grad_norm: 4.7702 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6289 loss: 3.6289 2022/06/25 15:46:00 - mmengine - INFO - Epoch(train) [18][580/3757] lr: 9.782e-03 eta: 1 day, 20:46:07 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.8412 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2421 loss: 3.2421 2022/06/25 15:46:05 - mmengine - INFO - Epoch(train) [18][600/3757] lr: 9.782e-03 eta: 1 day, 20:46:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.4731 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5907 loss: 3.5907 2022/06/25 15:46:10 - mmengine - INFO - Epoch(train) [18][620/3757] lr: 9.782e-03 eta: 1 day, 20:45:55 time: 0.261 data_time: 0.018 memory: 5036 grad_norm: 4.0131 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3595 loss: 3.3595 2022/06/25 15:46:15 - mmengine - INFO - Epoch(train) [18][640/3757] lr: 9.782e-03 eta: 1 day, 20:45:49 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.2825 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4834 loss: 3.4834 2022/06/25 15:46:21 - mmengine - INFO - Epoch(train) [18][660/3757] lr: 9.782e-03 eta: 1 day, 20:45:44 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.3339 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9429 loss: 3.9429 2022/06/25 15:46:26 - mmengine - INFO - Epoch(train) [18][680/3757] lr: 9.782e-03 eta: 1 day, 20:45:37 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 4.2769 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2252 loss: 3.2252 2022/06/25 15:46:31 - mmengine - INFO - Epoch(train) [18][700/3757] lr: 9.782e-03 eta: 1 day, 20:45:31 time: 0.249 data_time: 0.013 memory: 5036 grad_norm: 4.5120 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1023 loss: 3.1023 2022/06/25 15:46:36 - mmengine - INFO - Epoch(train) [18][720/3757] lr: 9.782e-03 eta: 1 day, 20:45:25 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.2929 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5036 loss: 3.5036 2022/06/25 15:46:41 - mmengine - INFO - Epoch(train) [18][740/3757] lr: 9.782e-03 eta: 1 day, 20:45:19 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.2961 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4035 loss: 3.4035 2022/06/25 15:46:47 - mmengine - INFO - Epoch(train) [18][760/3757] lr: 9.782e-03 eta: 1 day, 20:45:15 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.2550 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6201 loss: 3.6201 2022/06/25 15:46:52 - mmengine - INFO - Epoch(train) [18][780/3757] lr: 9.782e-03 eta: 1 day, 20:45:09 time: 0.252 data_time: 0.016 memory: 5036 grad_norm: 4.2448 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7636 loss: 3.7636 2022/06/25 15:46:57 - mmengine - INFO - Epoch(train) [18][800/3757] lr: 9.782e-03 eta: 1 day, 20:45:04 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 4.2473 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5717 loss: 3.5717 2022/06/25 15:47:02 - mmengine - INFO - Epoch(train) [18][820/3757] lr: 9.782e-03 eta: 1 day, 20:44:58 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.5408 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.9381 loss: 3.9381 2022/06/25 15:47:08 - mmengine - INFO - Epoch(train) [18][840/3757] lr: 9.782e-03 eta: 1 day, 20:44:52 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.3188 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4584 loss: 3.4584 2022/06/25 15:47:13 - mmengine - INFO - Epoch(train) [18][860/3757] lr: 9.782e-03 eta: 1 day, 20:44:47 time: 0.251 data_time: 0.016 memory: 5036 grad_norm: 4.4560 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9150 loss: 3.9150 2022/06/25 15:47:20 - mmengine - INFO - Epoch(train) [18][880/3757] lr: 9.782e-03 eta: 1 day, 20:44:59 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.4811 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6062 loss: 3.6062 2022/06/25 15:47:25 - mmengine - INFO - Epoch(train) [18][900/3757] lr: 9.782e-03 eta: 1 day, 20:44:53 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 5.2050 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4374 loss: 3.4374 2022/06/25 15:47:30 - mmengine - INFO - Epoch(train) [18][920/3757] lr: 9.782e-03 eta: 1 day, 20:44:46 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5834 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8893 loss: 3.8893 2022/06/25 15:47:35 - mmengine - INFO - Epoch(train) [18][940/3757] lr: 9.782e-03 eta: 1 day, 20:44:39 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.6347 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4831 loss: 3.4831 2022/06/25 15:47:40 - mmengine - INFO - Epoch(train) [18][960/3757] lr: 9.782e-03 eta: 1 day, 20:44:31 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 3.7838 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.8151 loss: 3.8151 2022/06/25 15:47:46 - mmengine - INFO - Epoch(train) [18][980/3757] lr: 9.782e-03 eta: 1 day, 20:44:24 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 4.2907 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6500 loss: 3.6500 2022/06/25 15:47:51 - mmengine - INFO - Epoch(train) [18][1000/3757] lr: 9.782e-03 eta: 1 day, 20:44:17 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 4.3482 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3876 loss: 3.3876 2022/06/25 15:47:56 - mmengine - INFO - Epoch(train) [18][1020/3757] lr: 9.782e-03 eta: 1 day, 20:44:10 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.2876 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7600 loss: 3.7600 2022/06/25 15:48:01 - mmengine - INFO - Epoch(train) [18][1040/3757] lr: 9.782e-03 eta: 1 day, 20:44:03 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.4368 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1169 loss: 3.1169 2022/06/25 15:48:06 - mmengine - INFO - Epoch(train) [18][1060/3757] lr: 9.782e-03 eta: 1 day, 20:43:56 time: 0.247 data_time: 0.010 memory: 5036 grad_norm: 4.7060 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4600 loss: 3.4600 2022/06/25 15:48:11 - mmengine - INFO - Epoch(train) [18][1080/3757] lr: 9.782e-03 eta: 1 day, 20:43:48 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.4907 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3764 loss: 3.3764 2022/06/25 15:48:16 - mmengine - INFO - Epoch(train) [18][1100/3757] lr: 9.782e-03 eta: 1 day, 20:43:42 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.8964 top1_acc: 0.1250 top5_acc: 1.0000 loss_cls: 3.4191 loss: 3.4191 2022/06/25 15:48:21 - mmengine - INFO - Epoch(train) [18][1120/3757] lr: 9.782e-03 eta: 1 day, 20:43:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.5376 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4331 loss: 3.4331 2022/06/25 15:48:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:48:26 - mmengine - INFO - Epoch(train) [18][1140/3757] lr: 9.782e-03 eta: 1 day, 20:43:30 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 4.9675 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8021 loss: 3.8021 2022/06/25 15:48:31 - mmengine - INFO - Epoch(train) [18][1160/3757] lr: 9.782e-03 eta: 1 day, 20:43:23 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.4463 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2856 loss: 3.2856 2022/06/25 15:48:37 - mmengine - INFO - Epoch(train) [18][1180/3757] lr: 9.782e-03 eta: 1 day, 20:43:17 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.6706 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6565 loss: 3.6565 2022/06/25 15:48:42 - mmengine - INFO - Epoch(train) [18][1200/3757] lr: 9.782e-03 eta: 1 day, 20:43:12 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3313 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5190 loss: 3.5190 2022/06/25 15:48:47 - mmengine - INFO - Epoch(train) [18][1220/3757] lr: 9.782e-03 eta: 1 day, 20:43:07 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 4.3154 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6186 loss: 3.6186 2022/06/25 15:48:52 - mmengine - INFO - Epoch(train) [18][1240/3757] lr: 9.782e-03 eta: 1 day, 20:43:01 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.5315 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2691 loss: 3.2691 2022/06/25 15:48:58 - mmengine - INFO - Epoch(train) [18][1260/3757] lr: 9.782e-03 eta: 1 day, 20:42:58 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.6587 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4524 loss: 3.4524 2022/06/25 15:49:03 - mmengine - INFO - Epoch(train) [18][1280/3757] lr: 9.782e-03 eta: 1 day, 20:42:53 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.5054 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3217 loss: 3.3217 2022/06/25 15:49:09 - mmengine - INFO - Epoch(train) [18][1300/3757] lr: 9.782e-03 eta: 1 day, 20:42:47 time: 0.260 data_time: 0.024 memory: 5036 grad_norm: 4.3451 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6574 loss: 3.6574 2022/06/25 15:49:14 - mmengine - INFO - Epoch(train) [18][1320/3757] lr: 9.782e-03 eta: 1 day, 20:42:40 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.6431 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1319 loss: 3.1319 2022/06/25 15:49:19 - mmengine - INFO - Epoch(train) [18][1340/3757] lr: 9.782e-03 eta: 1 day, 20:42:35 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.8259 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4014 loss: 3.4014 2022/06/25 15:49:24 - mmengine - INFO - Epoch(train) [18][1360/3757] lr: 9.782e-03 eta: 1 day, 20:42:29 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 4.8146 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7068 loss: 3.7068 2022/06/25 15:49:30 - mmengine - INFO - Epoch(train) [18][1380/3757] lr: 9.782e-03 eta: 1 day, 20:42:26 time: 0.471 data_time: 0.016 memory: 5036 grad_norm: 4.4117 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2704 loss: 3.2704 2022/06/25 15:49:35 - mmengine - INFO - Epoch(train) [18][1400/3757] lr: 9.782e-03 eta: 1 day, 20:42:21 time: 0.338 data_time: 0.005 memory: 5036 grad_norm: 4.5842 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4190 loss: 3.4190 2022/06/25 15:49:41 - mmengine - INFO - Epoch(train) [18][1420/3757] lr: 9.782e-03 eta: 1 day, 20:42:19 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.6510 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8549 loss: 3.8549 2022/06/25 15:49:46 - mmengine - INFO - Epoch(train) [18][1440/3757] lr: 9.782e-03 eta: 1 day, 20:42:13 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 4.2510 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3952 loss: 3.3952 2022/06/25 15:49:51 - mmengine - INFO - Epoch(train) [18][1460/3757] lr: 9.782e-03 eta: 1 day, 20:42:07 time: 0.260 data_time: 0.018 memory: 5036 grad_norm: 4.2999 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3415 loss: 3.3415 2022/06/25 15:49:57 - mmengine - INFO - Epoch(train) [18][1480/3757] lr: 9.782e-03 eta: 1 day, 20:42:06 time: 0.285 data_time: 0.019 memory: 5036 grad_norm: 4.6406 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8475 loss: 3.8475 2022/06/25 15:50:02 - mmengine - INFO - Epoch(train) [18][1500/3757] lr: 9.782e-03 eta: 1 day, 20:42:00 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 3.9832 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4030 loss: 3.4030 2022/06/25 15:50:07 - mmengine - INFO - Epoch(train) [18][1520/3757] lr: 9.782e-03 eta: 1 day, 20:41:54 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.3911 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4546 loss: 3.4546 2022/06/25 15:50:12 - mmengine - INFO - Epoch(train) [18][1540/3757] lr: 9.782e-03 eta: 1 day, 20:41:48 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.2152 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4312 loss: 3.4312 2022/06/25 15:50:18 - mmengine - INFO - Epoch(train) [18][1560/3757] lr: 9.782e-03 eta: 1 day, 20:41:44 time: 0.273 data_time: 0.019 memory: 5036 grad_norm: 4.1243 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.2649 loss: 3.2649 2022/06/25 15:50:23 - mmengine - INFO - Epoch(train) [18][1580/3757] lr: 9.782e-03 eta: 1 day, 20:41:39 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.2766 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8410 loss: 3.8410 2022/06/25 15:50:28 - mmengine - INFO - Epoch(train) [18][1600/3757] lr: 9.782e-03 eta: 1 day, 20:41:33 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.8308 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.7693 loss: 3.7693 2022/06/25 15:50:33 - mmengine - INFO - Epoch(train) [18][1620/3757] lr: 9.782e-03 eta: 1 day, 20:41:27 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 4.6521 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9718 loss: 3.9718 2022/06/25 15:50:39 - mmengine - INFO - Epoch(train) [18][1640/3757] lr: 9.782e-03 eta: 1 day, 20:41:23 time: 0.272 data_time: 0.008 memory: 5036 grad_norm: 4.0934 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7556 loss: 3.7556 2022/06/25 15:50:44 - mmengine - INFO - Epoch(train) [18][1660/3757] lr: 9.782e-03 eta: 1 day, 20:41:17 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.3004 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0248 loss: 3.0248 2022/06/25 15:50:49 - mmengine - INFO - Epoch(train) [18][1680/3757] lr: 9.782e-03 eta: 1 day, 20:41:11 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.4510 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6468 loss: 3.6468 2022/06/25 15:50:54 - mmengine - INFO - Epoch(train) [18][1700/3757] lr: 9.782e-03 eta: 1 day, 20:41:05 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 4.7641 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5559 loss: 3.5559 2022/06/25 15:51:00 - mmengine - INFO - Epoch(train) [18][1720/3757] lr: 9.782e-03 eta: 1 day, 20:41:02 time: 0.257 data_time: 0.019 memory: 5036 grad_norm: 4.7043 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3132 loss: 3.3132 2022/06/25 15:51:05 - mmengine - INFO - Epoch(train) [18][1740/3757] lr: 9.782e-03 eta: 1 day, 20:40:56 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.3390 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6800 loss: 3.6800 2022/06/25 15:51:10 - mmengine - INFO - Epoch(train) [18][1760/3757] lr: 9.782e-03 eta: 1 day, 20:40:50 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 4.4142 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4161 loss: 3.4161 2022/06/25 15:51:16 - mmengine - INFO - Epoch(train) [18][1780/3757] lr: 9.782e-03 eta: 1 day, 20:40:46 time: 0.261 data_time: 0.014 memory: 5036 grad_norm: 4.3229 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7687 loss: 3.7687 2022/06/25 15:51:21 - mmengine - INFO - Epoch(train) [18][1800/3757] lr: 9.782e-03 eta: 1 day, 20:40:39 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 4.1966 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5935 loss: 3.5935 2022/06/25 15:51:26 - mmengine - INFO - Epoch(train) [18][1820/3757] lr: 9.782e-03 eta: 1 day, 20:40:34 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.8832 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1555 loss: 3.1555 2022/06/25 15:51:31 - mmengine - INFO - Epoch(train) [18][1840/3757] lr: 9.782e-03 eta: 1 day, 20:40:27 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 4.3641 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5015 loss: 3.5015 2022/06/25 15:51:37 - mmengine - INFO - Epoch(train) [18][1860/3757] lr: 9.782e-03 eta: 1 day, 20:40:26 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 4.3205 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.5323 loss: 3.5323 2022/06/25 15:51:42 - mmengine - INFO - Epoch(train) [18][1880/3757] lr: 9.782e-03 eta: 1 day, 20:40:19 time: 0.253 data_time: 0.017 memory: 5036 grad_norm: 4.2198 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.9068 loss: 3.9068 2022/06/25 15:51:47 - mmengine - INFO - Epoch(train) [18][1900/3757] lr: 9.782e-03 eta: 1 day, 20:40:14 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.3868 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5425 loss: 3.5425 2022/06/25 15:51:52 - mmengine - INFO - Epoch(train) [18][1920/3757] lr: 9.782e-03 eta: 1 day, 20:40:07 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.6038 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5522 loss: 3.5522 2022/06/25 15:51:58 - mmengine - INFO - Epoch(train) [18][1940/3757] lr: 9.782e-03 eta: 1 day, 20:40:02 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 3.9650 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8650 loss: 3.8650 2022/06/25 15:52:03 - mmengine - INFO - Epoch(train) [18][1960/3757] lr: 9.782e-03 eta: 1 day, 20:39:55 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.9111 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4338 loss: 3.4338 2022/06/25 15:52:08 - mmengine - INFO - Epoch(train) [18][1980/3757] lr: 9.782e-03 eta: 1 day, 20:39:49 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 3.9629 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8087 loss: 3.8087 2022/06/25 15:52:13 - mmengine - INFO - Epoch(train) [18][2000/3757] lr: 9.782e-03 eta: 1 day, 20:39:42 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 4.3660 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4720 loss: 3.4720 2022/06/25 15:52:18 - mmengine - INFO - Epoch(train) [18][2020/3757] lr: 9.782e-03 eta: 1 day, 20:39:36 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.8304 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4674 loss: 3.4674 2022/06/25 15:52:23 - mmengine - INFO - Epoch(train) [18][2040/3757] lr: 9.782e-03 eta: 1 day, 20:39:29 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.7256 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6881 loss: 3.6881 2022/06/25 15:52:28 - mmengine - INFO - Epoch(train) [18][2060/3757] lr: 9.782e-03 eta: 1 day, 20:39:23 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.9363 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1905 loss: 3.1905 2022/06/25 15:52:34 - mmengine - INFO - Epoch(train) [18][2080/3757] lr: 9.782e-03 eta: 1 day, 20:39:16 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.4340 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4726 loss: 3.4726 2022/06/25 15:52:39 - mmengine - INFO - Epoch(train) [18][2100/3757] lr: 9.782e-03 eta: 1 day, 20:39:10 time: 0.266 data_time: 0.024 memory: 5036 grad_norm: 4.8014 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7471 loss: 3.7471 2022/06/25 15:52:44 - mmengine - INFO - Epoch(train) [18][2120/3757] lr: 9.782e-03 eta: 1 day, 20:39:04 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.2687 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1373 loss: 3.1373 2022/06/25 15:52:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:52:49 - mmengine - INFO - Epoch(train) [18][2140/3757] lr: 9.782e-03 eta: 1 day, 20:38:58 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.3051 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4819 loss: 3.4819 2022/06/25 15:52:54 - mmengine - INFO - Epoch(train) [18][2160/3757] lr: 9.782e-03 eta: 1 day, 20:38:52 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 4.5904 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5988 loss: 3.5988 2022/06/25 15:53:00 - mmengine - INFO - Epoch(train) [18][2180/3757] lr: 9.782e-03 eta: 1 day, 20:38:47 time: 0.297 data_time: 0.054 memory: 5036 grad_norm: 4.5760 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3749 loss: 3.3749 2022/06/25 15:53:05 - mmengine - INFO - Epoch(train) [18][2200/3757] lr: 9.782e-03 eta: 1 day, 20:38:41 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.3214 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2950 loss: 3.2950 2022/06/25 15:53:10 - mmengine - INFO - Epoch(train) [18][2220/3757] lr: 9.782e-03 eta: 1 day, 20:38:37 time: 0.359 data_time: 0.002 memory: 5036 grad_norm: 4.8895 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2851 loss: 3.2851 2022/06/25 15:53:15 - mmengine - INFO - Epoch(train) [18][2240/3757] lr: 9.782e-03 eta: 1 day, 20:38:31 time: 0.302 data_time: 0.002 memory: 5036 grad_norm: 4.0039 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2123 loss: 3.2123 2022/06/25 15:53:21 - mmengine - INFO - Epoch(train) [18][2260/3757] lr: 9.782e-03 eta: 1 day, 20:38:25 time: 0.267 data_time: 0.033 memory: 5036 grad_norm: 4.5506 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7404 loss: 3.7404 2022/06/25 15:53:26 - mmengine - INFO - Epoch(train) [18][2280/3757] lr: 9.782e-03 eta: 1 day, 20:38:19 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.0174 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8303 loss: 3.8303 2022/06/25 15:53:31 - mmengine - INFO - Epoch(train) [18][2300/3757] lr: 9.782e-03 eta: 1 day, 20:38:12 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.0295 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6534 loss: 3.6534 2022/06/25 15:53:37 - mmengine - INFO - Epoch(train) [18][2320/3757] lr: 9.782e-03 eta: 1 day, 20:38:11 time: 0.268 data_time: 0.005 memory: 5036 grad_norm: 4.5888 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6240 loss: 3.6240 2022/06/25 15:53:42 - mmengine - INFO - Epoch(train) [18][2340/3757] lr: 9.782e-03 eta: 1 day, 20:38:05 time: 0.268 data_time: 0.026 memory: 5036 grad_norm: 4.2872 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.4245 loss: 3.4245 2022/06/25 15:53:47 - mmengine - INFO - Epoch(train) [18][2360/3757] lr: 9.782e-03 eta: 1 day, 20:37:59 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4741 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3219 loss: 3.3219 2022/06/25 15:53:52 - mmengine - INFO - Epoch(train) [18][2380/3757] lr: 9.782e-03 eta: 1 day, 20:37:52 time: 0.259 data_time: 0.020 memory: 5036 grad_norm: 5.0293 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0054 loss: 3.0054 2022/06/25 15:53:58 - mmengine - INFO - Epoch(train) [18][2400/3757] lr: 9.782e-03 eta: 1 day, 20:37:49 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.9011 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2765 loss: 3.2765 2022/06/25 15:54:03 - mmengine - INFO - Epoch(train) [18][2420/3757] lr: 9.782e-03 eta: 1 day, 20:37:42 time: 0.269 data_time: 0.015 memory: 5036 grad_norm: 4.3750 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0808 loss: 4.0808 2022/06/25 15:54:08 - mmengine - INFO - Epoch(train) [18][2440/3757] lr: 9.782e-03 eta: 1 day, 20:37:36 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.5446 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6109 loss: 3.6109 2022/06/25 15:54:13 - mmengine - INFO - Epoch(train) [18][2460/3757] lr: 9.782e-03 eta: 1 day, 20:37:30 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 4.4777 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.4398 loss: 3.4398 2022/06/25 15:54:18 - mmengine - INFO - Epoch(train) [18][2480/3757] lr: 9.782e-03 eta: 1 day, 20:37:24 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.0103 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5626 loss: 3.5626 2022/06/25 15:54:24 - mmengine - INFO - Epoch(train) [18][2500/3757] lr: 9.782e-03 eta: 1 day, 20:37:19 time: 0.382 data_time: 0.022 memory: 5036 grad_norm: 5.0425 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5458 loss: 3.5458 2022/06/25 15:54:29 - mmengine - INFO - Epoch(train) [18][2520/3757] lr: 9.782e-03 eta: 1 day, 20:37:13 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.6872 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5333 loss: 3.5333 2022/06/25 15:54:34 - mmengine - INFO - Epoch(train) [18][2540/3757] lr: 9.782e-03 eta: 1 day, 20:37:08 time: 0.381 data_time: 0.006 memory: 5036 grad_norm: 4.7459 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7736 loss: 3.7736 2022/06/25 15:54:39 - mmengine - INFO - Epoch(train) [18][2560/3757] lr: 9.782e-03 eta: 1 day, 20:37:04 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 4.1710 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7170 loss: 3.7170 2022/06/25 15:54:45 - mmengine - INFO - Epoch(train) [18][2580/3757] lr: 9.782e-03 eta: 1 day, 20:36:58 time: 0.265 data_time: 0.028 memory: 5036 grad_norm: 4.5775 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3565 loss: 3.3565 2022/06/25 15:54:50 - mmengine - INFO - Epoch(train) [18][2600/3757] lr: 9.782e-03 eta: 1 day, 20:36:51 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.7163 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9106 loss: 3.9106 2022/06/25 15:54:55 - mmengine - INFO - Epoch(train) [18][2620/3757] lr: 9.782e-03 eta: 1 day, 20:36:46 time: 0.311 data_time: 0.002 memory: 5036 grad_norm: 4.0948 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2133 loss: 3.2133 2022/06/25 15:55:01 - mmengine - INFO - Epoch(train) [18][2640/3757] lr: 9.782e-03 eta: 1 day, 20:36:44 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 4.4155 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4027 loss: 3.4027 2022/06/25 15:55:06 - mmengine - INFO - Epoch(train) [18][2660/3757] lr: 9.782e-03 eta: 1 day, 20:36:38 time: 0.311 data_time: 0.031 memory: 5036 grad_norm: 4.4389 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5292 loss: 3.5292 2022/06/25 15:55:11 - mmengine - INFO - Epoch(train) [18][2680/3757] lr: 9.782e-03 eta: 1 day, 20:36:31 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.6813 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3197 loss: 3.3197 2022/06/25 15:55:16 - mmengine - INFO - Epoch(train) [18][2700/3757] lr: 9.782e-03 eta: 1 day, 20:36:25 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.5403 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3797 loss: 3.3797 2022/06/25 15:55:21 - mmengine - INFO - Epoch(train) [18][2720/3757] lr: 9.782e-03 eta: 1 day, 20:36:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 4.4696 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4070 loss: 3.4070 2022/06/25 15:55:27 - mmengine - INFO - Epoch(train) [18][2740/3757] lr: 9.782e-03 eta: 1 day, 20:36:13 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 4.6980 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1943 loss: 3.1943 2022/06/25 15:55:32 - mmengine - INFO - Epoch(train) [18][2760/3757] lr: 9.782e-03 eta: 1 day, 20:36:07 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.4956 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4680 loss: 3.4680 2022/06/25 15:55:37 - mmengine - INFO - Epoch(train) [18][2780/3757] lr: 9.782e-03 eta: 1 day, 20:36:03 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.9253 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6603 loss: 3.6603 2022/06/25 15:55:42 - mmengine - INFO - Epoch(train) [18][2800/3757] lr: 9.782e-03 eta: 1 day, 20:35:57 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4945 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3724 loss: 3.3724 2022/06/25 15:55:48 - mmengine - INFO - Epoch(train) [18][2820/3757] lr: 9.782e-03 eta: 1 day, 20:35:52 time: 0.272 data_time: 0.013 memory: 5036 grad_norm: 4.2742 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5976 loss: 3.5976 2022/06/25 15:55:53 - mmengine - INFO - Epoch(train) [18][2840/3757] lr: 9.782e-03 eta: 1 day, 20:35:46 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.6555 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5757 loss: 3.5757 2022/06/25 15:55:58 - mmengine - INFO - Epoch(train) [18][2860/3757] lr: 9.782e-03 eta: 1 day, 20:35:40 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.7179 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6394 loss: 3.6394 2022/06/25 15:56:03 - mmengine - INFO - Epoch(train) [18][2880/3757] lr: 9.782e-03 eta: 1 day, 20:35:36 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3081 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3402 loss: 3.3402 2022/06/25 15:56:09 - mmengine - INFO - Epoch(train) [18][2900/3757] lr: 9.782e-03 eta: 1 day, 20:35:30 time: 0.272 data_time: 0.005 memory: 5036 grad_norm: 4.6423 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3139 loss: 3.3139 2022/06/25 15:56:14 - mmengine - INFO - Epoch(train) [18][2920/3757] lr: 9.782e-03 eta: 1 day, 20:35:24 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.8062 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5903 loss: 3.5903 2022/06/25 15:56:19 - mmengine - INFO - Epoch(train) [18][2940/3757] lr: 9.782e-03 eta: 1 day, 20:35:18 time: 0.274 data_time: 0.005 memory: 5036 grad_norm: 5.0470 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6277 loss: 3.6277 2022/06/25 15:56:24 - mmengine - INFO - Epoch(train) [18][2960/3757] lr: 9.782e-03 eta: 1 day, 20:35:12 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.6674 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4750 loss: 3.4750 2022/06/25 15:56:29 - mmengine - INFO - Epoch(train) [18][2980/3757] lr: 9.782e-03 eta: 1 day, 20:35:06 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 4.1387 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9672 loss: 3.9672 2022/06/25 15:56:35 - mmengine - INFO - Epoch(train) [18][3000/3757] lr: 9.782e-03 eta: 1 day, 20:35:01 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.2723 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1680 loss: 3.1680 2022/06/25 15:56:40 - mmengine - INFO - Epoch(train) [18][3020/3757] lr: 9.782e-03 eta: 1 day, 20:34:56 time: 0.276 data_time: 0.005 memory: 5036 grad_norm: 4.2649 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4231 loss: 3.4231 2022/06/25 15:56:45 - mmengine - INFO - Epoch(train) [18][3040/3757] lr: 9.782e-03 eta: 1 day, 20:34:50 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4197 loss: 3.4197 2022/06/25 15:56:51 - mmengine - INFO - Epoch(train) [18][3060/3757] lr: 9.782e-03 eta: 1 day, 20:34:47 time: 0.299 data_time: 0.002 memory: 5036 grad_norm: 4.3955 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2399 loss: 3.2399 2022/06/25 15:56:56 - mmengine - INFO - Epoch(train) [18][3080/3757] lr: 9.782e-03 eta: 1 day, 20:34:45 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 4.4250 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6832 loss: 3.6832 2022/06/25 15:57:02 - mmengine - INFO - Epoch(train) [18][3100/3757] lr: 9.782e-03 eta: 1 day, 20:34:39 time: 0.272 data_time: 0.005 memory: 5036 grad_norm: 4.5706 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7119 loss: 3.7119 2022/06/25 15:57:07 - mmengine - INFO - Epoch(train) [18][3120/3757] lr: 9.782e-03 eta: 1 day, 20:34:34 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.3908 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5071 loss: 3.5071 2022/06/25 15:57:10 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:57:12 - mmengine - INFO - Epoch(train) [18][3140/3757] lr: 9.782e-03 eta: 1 day, 20:34:29 time: 0.287 data_time: 0.002 memory: 5036 grad_norm: 4.2078 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.5749 loss: 3.5749 2022/06/25 15:57:17 - mmengine - INFO - Epoch(train) [18][3160/3757] lr: 9.782e-03 eta: 1 day, 20:34:23 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.7977 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4750 loss: 3.4750 2022/06/25 15:57:23 - mmengine - INFO - Epoch(train) [18][3180/3757] lr: 9.782e-03 eta: 1 day, 20:34:18 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 3.9605 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2379 loss: 3.2379 2022/06/25 15:57:28 - mmengine - INFO - Epoch(train) [18][3200/3757] lr: 9.782e-03 eta: 1 day, 20:34:12 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.2342 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1960 loss: 3.1960 2022/06/25 15:57:33 - mmengine - INFO - Epoch(train) [18][3220/3757] lr: 9.782e-03 eta: 1 day, 20:34:06 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 4.3464 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4886 loss: 3.4886 2022/06/25 15:57:39 - mmengine - INFO - Epoch(train) [18][3240/3757] lr: 9.782e-03 eta: 1 day, 20:34:05 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 7.1255 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.7778 loss: 3.7778 2022/06/25 15:57:44 - mmengine - INFO - Epoch(train) [18][3260/3757] lr: 9.782e-03 eta: 1 day, 20:33:59 time: 0.278 data_time: 0.002 memory: 5036 grad_norm: 4.6257 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2465 loss: 3.2465 2022/06/25 15:57:49 - mmengine - INFO - Epoch(train) [18][3280/3757] lr: 9.782e-03 eta: 1 day, 20:33:53 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 4.2340 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3394 loss: 3.3394 2022/06/25 15:57:54 - mmengine - INFO - Epoch(train) [18][3300/3757] lr: 9.782e-03 eta: 1 day, 20:33:48 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 4.5540 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 4.1106 loss: 4.1106 2022/06/25 15:58:00 - mmengine - INFO - Epoch(train) [18][3320/3757] lr: 9.782e-03 eta: 1 day, 20:33:44 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.0593 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2421 loss: 3.2421 2022/06/25 15:58:05 - mmengine - INFO - Epoch(train) [18][3340/3757] lr: 9.782e-03 eta: 1 day, 20:33:38 time: 0.286 data_time: 0.002 memory: 5036 grad_norm: 4.3569 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3963 loss: 3.3963 2022/06/25 15:58:11 - mmengine - INFO - Epoch(train) [18][3360/3757] lr: 9.782e-03 eta: 1 day, 20:33:36 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6821 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1803 loss: 3.1803 2022/06/25 15:58:16 - mmengine - INFO - Epoch(train) [18][3380/3757] lr: 9.782e-03 eta: 1 day, 20:33:32 time: 0.334 data_time: 0.002 memory: 5036 grad_norm: 4.6229 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4488 loss: 3.4488 2022/06/25 15:58:21 - mmengine - INFO - Epoch(train) [18][3400/3757] lr: 9.782e-03 eta: 1 day, 20:33:25 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2907 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5894 loss: 3.5894 2022/06/25 15:58:26 - mmengine - INFO - Epoch(train) [18][3420/3757] lr: 9.782e-03 eta: 1 day, 20:33:18 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.6099 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4842 loss: 3.4842 2022/06/25 15:58:31 - mmengine - INFO - Epoch(train) [18][3440/3757] lr: 9.782e-03 eta: 1 day, 20:33:11 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.6018 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7000 loss: 3.7000 2022/06/25 15:58:37 - mmengine - INFO - Epoch(train) [18][3460/3757] lr: 9.782e-03 eta: 1 day, 20:33:05 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 4.0232 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3571 loss: 3.3571 2022/06/25 15:58:42 - mmengine - INFO - Epoch(train) [18][3480/3757] lr: 9.782e-03 eta: 1 day, 20:32:58 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.3241 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6306 loss: 3.6306 2022/06/25 15:58:47 - mmengine - INFO - Epoch(train) [18][3500/3757] lr: 9.782e-03 eta: 1 day, 20:32:52 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.3668 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.4891 loss: 3.4891 2022/06/25 15:58:52 - mmengine - INFO - Epoch(train) [18][3520/3757] lr: 9.782e-03 eta: 1 day, 20:32:45 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.6001 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9971 loss: 3.9971 2022/06/25 15:58:57 - mmengine - INFO - Epoch(train) [18][3540/3757] lr: 9.782e-03 eta: 1 day, 20:32:39 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.2586 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2588 loss: 3.2588 2022/06/25 15:59:02 - mmengine - INFO - Epoch(train) [18][3560/3757] lr: 9.782e-03 eta: 1 day, 20:32:32 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.5225 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3887 loss: 3.3887 2022/06/25 15:59:07 - mmengine - INFO - Epoch(train) [18][3580/3757] lr: 9.782e-03 eta: 1 day, 20:32:26 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.3550 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8053 loss: 3.8053 2022/06/25 15:59:13 - mmengine - INFO - Epoch(train) [18][3600/3757] lr: 9.782e-03 eta: 1 day, 20:32:21 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.2091 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3500 loss: 3.3500 2022/06/25 15:59:18 - mmengine - INFO - Epoch(train) [18][3620/3757] lr: 9.782e-03 eta: 1 day, 20:32:19 time: 0.283 data_time: 0.002 memory: 5036 grad_norm: 4.1593 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5653 loss: 3.5653 2022/06/25 15:59:23 - mmengine - INFO - Epoch(train) [18][3640/3757] lr: 9.782e-03 eta: 1 day, 20:32:12 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.2303 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7756 loss: 3.7756 2022/06/25 15:59:29 - mmengine - INFO - Epoch(train) [18][3660/3757] lr: 9.782e-03 eta: 1 day, 20:32:06 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.5275 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3551 loss: 3.3551 2022/06/25 15:59:34 - mmengine - INFO - Epoch(train) [18][3680/3757] lr: 9.782e-03 eta: 1 day, 20:32:02 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.3055 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3196 loss: 3.3196 2022/06/25 15:59:39 - mmengine - INFO - Epoch(train) [18][3700/3757] lr: 9.782e-03 eta: 1 day, 20:31:58 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 4.4737 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4728 loss: 3.4728 2022/06/25 15:59:45 - mmengine - INFO - Epoch(train) [18][3720/3757] lr: 9.782e-03 eta: 1 day, 20:31:52 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.5795 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8721 loss: 3.8721 2022/06/25 15:59:50 - mmengine - INFO - Epoch(train) [18][3740/3757] lr: 9.782e-03 eta: 1 day, 20:31:45 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 3.9538 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4725 loss: 3.4725 2022/06/25 15:59:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 15:59:54 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/06/25 16:00:07 - mmengine - INFO - Epoch(val) [18][20/310] eta: 0:01:45 time: 0.106 data_time: 0.004 memory: 5036 2022/06/25 16:00:12 - mmengine - INFO - Epoch(val) [18][40/310] eta: 0:01:36 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 16:00:16 - mmengine - INFO - Epoch(val) [18][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:00:21 - mmengine - INFO - Epoch(val) [18][80/310] eta: 0:00:24 time: 0.107 data_time: 0.002 memory: 1723 2022/06/25 16:00:28 - mmengine - INFO - Epoch(val) [18][100/310] eta: 0:01:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 16:00:32 - mmengine - INFO - Epoch(val) [18][120/310] eta: 0:01:01 time: 0.105 data_time: 0.002 memory: 1723 2022/06/25 16:00:37 - mmengine - INFO - Epoch(val) [18][140/310] eta: 0:00:18 time: 0.106 data_time: 0.001 memory: 1723 2022/06/25 16:00:42 - mmengine - INFO - Epoch(val) [18][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 16:00:49 - mmengine - INFO - Epoch(val) [18][180/310] eta: 0:00:46 time: 0.112 data_time: 0.010 memory: 1723 2022/06/25 16:00:53 - mmengine - INFO - Epoch(val) [18][200/310] eta: 0:00:40 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:00:58 - mmengine - INFO - Epoch(val) [18][220/310] eta: 0:00:09 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 16:01:03 - mmengine - INFO - Epoch(val) [18][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:01:10 - mmengine - INFO - Epoch(val) [18][260/310] eta: 0:00:17 time: 0.231 data_time: 0.125 memory: 1723 2022/06/25 16:01:14 - mmengine - INFO - Epoch(val) [18][280/310] eta: 0:00:08 time: 0.123 data_time: 0.002 memory: 1723 2022/06/25 16:01:16 - mmengine - INFO - Epoch(val) [18][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 16:01:18 - mmengine - INFO - Epoch(val) [18][310/310] acc/top1: 0.3079 acc/top5: 0.5763 acc/mean1: 0.3076 2022/06/25 16:01:28 - mmengine - INFO - Epoch(train) [19][20/3757] lr: 9.755e-03 eta: 1 day, 20:31:58 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.6771 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4813 loss: 3.4813 2022/06/25 16:01:34 - mmengine - INFO - Epoch(train) [19][40/3757] lr: 9.755e-03 eta: 1 day, 20:31:54 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.0666 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.5605 loss: 3.5605 2022/06/25 16:01:39 - mmengine - INFO - Epoch(train) [19][60/3757] lr: 9.755e-03 eta: 1 day, 20:31:48 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 4.7062 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4664 loss: 3.4664 2022/06/25 16:01:44 - mmengine - INFO - Epoch(train) [19][80/3757] lr: 9.755e-03 eta: 1 day, 20:31:42 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6235 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2201 loss: 3.2201 2022/06/25 16:01:49 - mmengine - INFO - Epoch(train) [19][100/3757] lr: 9.755e-03 eta: 1 day, 20:31:38 time: 0.258 data_time: 0.022 memory: 5036 grad_norm: 4.2929 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4726 loss: 3.4726 2022/06/25 16:01:55 - mmengine - INFO - Epoch(train) [19][120/3757] lr: 9.755e-03 eta: 1 day, 20:31:33 time: 0.239 data_time: 0.003 memory: 5036 grad_norm: 4.6763 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7930 loss: 3.7930 2022/06/25 16:02:00 - mmengine - INFO - Epoch(train) [19][140/3757] lr: 9.755e-03 eta: 1 day, 20:31:32 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.8788 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0034 loss: 4.0034 2022/06/25 16:02:05 - mmengine - INFO - Epoch(train) [19][160/3757] lr: 9.755e-03 eta: 1 day, 20:31:25 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.4130 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3534 loss: 3.3534 2022/06/25 16:02:11 - mmengine - INFO - Epoch(train) [19][180/3757] lr: 9.755e-03 eta: 1 day, 20:31:21 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.1730 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3900 loss: 3.3900 2022/06/25 16:02:16 - mmengine - INFO - Epoch(train) [19][200/3757] lr: 9.755e-03 eta: 1 day, 20:31:14 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.7655 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4258 loss: 3.4258 2022/06/25 16:02:21 - mmengine - INFO - Epoch(train) [19][220/3757] lr: 9.755e-03 eta: 1 day, 20:31:08 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.0716 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7775 loss: 3.7775 2022/06/25 16:02:26 - mmengine - INFO - Epoch(train) [19][240/3757] lr: 9.755e-03 eta: 1 day, 20:31:01 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 4.4373 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4389 loss: 3.4389 2022/06/25 16:02:32 - mmengine - INFO - Epoch(train) [19][260/3757] lr: 9.755e-03 eta: 1 day, 20:30:58 time: 0.264 data_time: 0.021 memory: 5036 grad_norm: 4.1995 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6449 loss: 3.6449 2022/06/25 16:02:37 - mmengine - INFO - Epoch(train) [19][280/3757] lr: 9.755e-03 eta: 1 day, 20:30:52 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.7145 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6319 loss: 3.6319 2022/06/25 16:02:42 - mmengine - INFO - Epoch(train) [19][300/3757] lr: 9.755e-03 eta: 1 day, 20:30:46 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.7588 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.7553 loss: 3.7553 2022/06/25 16:02:47 - mmengine - INFO - Epoch(train) [19][320/3757] lr: 9.755e-03 eta: 1 day, 20:30:39 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.4283 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7267 loss: 3.7267 2022/06/25 16:02:53 - mmengine - INFO - Epoch(train) [19][340/3757] lr: 9.755e-03 eta: 1 day, 20:30:35 time: 0.287 data_time: 0.044 memory: 5036 grad_norm: 4.5203 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5215 loss: 3.5215 2022/06/25 16:02:58 - mmengine - INFO - Epoch(train) [19][360/3757] lr: 9.755e-03 eta: 1 day, 20:30:30 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.3809 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4826 loss: 3.4826 2022/06/25 16:03:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:03:03 - mmengine - INFO - Epoch(train) [19][380/3757] lr: 9.755e-03 eta: 1 day, 20:30:24 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.2001 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4894 loss: 3.4894 2022/06/25 16:03:08 - mmengine - INFO - Epoch(train) [19][400/3757] lr: 9.755e-03 eta: 1 day, 20:30:17 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 4.1382 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7054 loss: 3.7054 2022/06/25 16:03:13 - mmengine - INFO - Epoch(train) [19][420/3757] lr: 9.755e-03 eta: 1 day, 20:30:12 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 4.5348 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4532 loss: 3.4532 2022/06/25 16:03:19 - mmengine - INFO - Epoch(train) [19][440/3757] lr: 9.755e-03 eta: 1 day, 20:30:06 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.7074 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.0082 loss: 3.0082 2022/06/25 16:03:24 - mmengine - INFO - Epoch(train) [19][460/3757] lr: 9.755e-03 eta: 1 day, 20:30:00 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 3.9885 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4697 loss: 3.4697 2022/06/25 16:03:29 - mmengine - INFO - Epoch(train) [19][480/3757] lr: 9.755e-03 eta: 1 day, 20:29:53 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 4.2740 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6384 loss: 3.6384 2022/06/25 16:03:34 - mmengine - INFO - Epoch(train) [19][500/3757] lr: 9.755e-03 eta: 1 day, 20:29:48 time: 0.264 data_time: 0.013 memory: 5036 grad_norm: 3.9674 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4573 loss: 3.4573 2022/06/25 16:03:40 - mmengine - INFO - Epoch(train) [19][520/3757] lr: 9.755e-03 eta: 1 day, 20:29:44 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.2014 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.7022 loss: 3.7022 2022/06/25 16:03:45 - mmengine - INFO - Epoch(train) [19][540/3757] lr: 9.755e-03 eta: 1 day, 20:29:38 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.3210 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3986 loss: 3.3986 2022/06/25 16:03:50 - mmengine - INFO - Epoch(train) [19][560/3757] lr: 9.755e-03 eta: 1 day, 20:29:31 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.8916 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5356 loss: 3.5356 2022/06/25 16:03:55 - mmengine - INFO - Epoch(train) [19][580/3757] lr: 9.755e-03 eta: 1 day, 20:29:28 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 3.9614 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5389 loss: 3.5389 2022/06/25 16:04:01 - mmengine - INFO - Epoch(train) [19][600/3757] lr: 9.755e-03 eta: 1 day, 20:29:25 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6319 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5123 loss: 3.5123 2022/06/25 16:04:06 - mmengine - INFO - Epoch(train) [19][620/3757] lr: 9.755e-03 eta: 1 day, 20:29:19 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.5883 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9802 loss: 2.9802 2022/06/25 16:04:11 - mmengine - INFO - Epoch(train) [19][640/3757] lr: 9.755e-03 eta: 1 day, 20:29:14 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.3046 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1178 loss: 3.1178 2022/06/25 16:04:17 - mmengine - INFO - Epoch(train) [19][660/3757] lr: 9.755e-03 eta: 1 day, 20:29:09 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.7665 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8705 loss: 3.8705 2022/06/25 16:04:22 - mmengine - INFO - Epoch(train) [19][680/3757] lr: 9.755e-03 eta: 1 day, 20:29:03 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.4905 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9223 loss: 2.9223 2022/06/25 16:04:27 - mmengine - INFO - Epoch(train) [19][700/3757] lr: 9.755e-03 eta: 1 day, 20:28:58 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.7821 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7445 loss: 3.7445 2022/06/25 16:04:32 - mmengine - INFO - Epoch(train) [19][720/3757] lr: 9.755e-03 eta: 1 day, 20:28:52 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.6089 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5103 loss: 3.5103 2022/06/25 16:04:38 - mmengine - INFO - Epoch(train) [19][740/3757] lr: 9.755e-03 eta: 1 day, 20:28:51 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.1553 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5876 loss: 3.5876 2022/06/25 16:04:43 - mmengine - INFO - Epoch(train) [19][760/3757] lr: 9.755e-03 eta: 1 day, 20:28:45 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6814 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4460 loss: 3.4460 2022/06/25 16:04:49 - mmengine - INFO - Epoch(train) [19][780/3757] lr: 9.755e-03 eta: 1 day, 20:28:39 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 3.8608 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4406 loss: 3.4406 2022/06/25 16:04:54 - mmengine - INFO - Epoch(train) [19][800/3757] lr: 9.755e-03 eta: 1 day, 20:28:32 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.6019 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4772 loss: 3.4772 2022/06/25 16:04:59 - mmengine - INFO - Epoch(train) [19][820/3757] lr: 9.755e-03 eta: 1 day, 20:28:31 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.7060 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7045 loss: 3.7045 2022/06/25 16:05:04 - mmengine - INFO - Epoch(train) [19][840/3757] lr: 9.755e-03 eta: 1 day, 20:28:23 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.2673 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3415 loss: 3.3415 2022/06/25 16:05:10 - mmengine - INFO - Epoch(train) [19][860/3757] lr: 9.755e-03 eta: 1 day, 20:28:18 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 4.1671 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3336 loss: 3.3336 2022/06/25 16:05:15 - mmengine - INFO - Epoch(train) [19][880/3757] lr: 9.755e-03 eta: 1 day, 20:28:11 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 4.7103 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3421 loss: 3.3421 2022/06/25 16:05:20 - mmengine - INFO - Epoch(train) [19][900/3757] lr: 9.755e-03 eta: 1 day, 20:28:09 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.1625 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2894 loss: 3.2894 2022/06/25 16:05:25 - mmengine - INFO - Epoch(train) [19][920/3757] lr: 9.755e-03 eta: 1 day, 20:28:02 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.0439 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7537 loss: 3.7537 2022/06/25 16:05:31 - mmengine - INFO - Epoch(train) [19][940/3757] lr: 9.755e-03 eta: 1 day, 20:27:57 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.9389 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4386 loss: 3.4386 2022/06/25 16:05:36 - mmengine - INFO - Epoch(train) [19][960/3757] lr: 9.755e-03 eta: 1 day, 20:27:49 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.2472 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3198 loss: 3.3198 2022/06/25 16:05:41 - mmengine - INFO - Epoch(train) [19][980/3757] lr: 9.755e-03 eta: 1 day, 20:27:46 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.1153 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5541 loss: 3.5541 2022/06/25 16:05:46 - mmengine - INFO - Epoch(train) [19][1000/3757] lr: 9.755e-03 eta: 1 day, 20:27:39 time: 0.308 data_time: 0.002 memory: 5036 grad_norm: 4.6763 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6746 loss: 3.6746 2022/06/25 16:05:52 - mmengine - INFO - Epoch(train) [19][1020/3757] lr: 9.755e-03 eta: 1 day, 20:27:33 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.3800 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.9046 loss: 3.9046 2022/06/25 16:05:57 - mmengine - INFO - Epoch(train) [19][1040/3757] lr: 9.755e-03 eta: 1 day, 20:27:26 time: 0.307 data_time: 0.019 memory: 5036 grad_norm: 4.0254 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4784 loss: 3.4784 2022/06/25 16:06:02 - mmengine - INFO - Epoch(train) [19][1060/3757] lr: 9.755e-03 eta: 1 day, 20:27:19 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.3814 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6090 loss: 3.6090 2022/06/25 16:06:07 - mmengine - INFO - Epoch(train) [19][1080/3757] lr: 9.755e-03 eta: 1 day, 20:27:12 time: 0.277 data_time: 0.035 memory: 5036 grad_norm: 4.2063 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.3992 loss: 3.3992 2022/06/25 16:06:12 - mmengine - INFO - Epoch(train) [19][1100/3757] lr: 9.755e-03 eta: 1 day, 20:27:05 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.4027 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2279 loss: 3.2279 2022/06/25 16:06:17 - mmengine - INFO - Epoch(train) [19][1120/3757] lr: 9.755e-03 eta: 1 day, 20:26:58 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.8420 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4182 loss: 3.4182 2022/06/25 16:06:22 - mmengine - INFO - Epoch(train) [19][1140/3757] lr: 9.755e-03 eta: 1 day, 20:26:51 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7728 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0910 loss: 3.0910 2022/06/25 16:06:27 - mmengine - INFO - Epoch(train) [19][1160/3757] lr: 9.755e-03 eta: 1 day, 20:26:45 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 4.2075 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6975 loss: 3.6975 2022/06/25 16:06:32 - mmengine - INFO - Epoch(train) [19][1180/3757] lr: 9.755e-03 eta: 1 day, 20:26:38 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.2326 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7701 loss: 3.7701 2022/06/25 16:06:38 - mmengine - INFO - Epoch(train) [19][1200/3757] lr: 9.755e-03 eta: 1 day, 20:26:36 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.5418 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5332 loss: 3.5332 2022/06/25 16:06:43 - mmengine - INFO - Epoch(train) [19][1220/3757] lr: 9.755e-03 eta: 1 day, 20:26:29 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.5771 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.5269 loss: 3.5269 2022/06/25 16:06:48 - mmengine - INFO - Epoch(train) [19][1240/3757] lr: 9.755e-03 eta: 1 day, 20:26:24 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 4.3961 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4456 loss: 3.4456 2022/06/25 16:06:53 - mmengine - INFO - Epoch(train) [19][1260/3757] lr: 9.755e-03 eta: 1 day, 20:26:17 time: 0.248 data_time: 0.012 memory: 5036 grad_norm: 4.7996 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2813 loss: 3.2813 2022/06/25 16:06:59 - mmengine - INFO - Epoch(train) [19][1280/3757] lr: 9.755e-03 eta: 1 day, 20:26:11 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.4653 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5306 loss: 3.5306 2022/06/25 16:07:04 - mmengine - INFO - Epoch(train) [19][1300/3757] lr: 9.755e-03 eta: 1 day, 20:26:05 time: 0.290 data_time: 0.002 memory: 5036 grad_norm: 4.6938 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5518 loss: 3.5518 2022/06/25 16:07:09 - mmengine - INFO - Epoch(train) [19][1320/3757] lr: 9.755e-03 eta: 1 day, 20:25:58 time: 0.260 data_time: 0.025 memory: 5036 grad_norm: 4.5916 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4921 loss: 3.4921 2022/06/25 16:07:14 - mmengine - INFO - Epoch(train) [19][1340/3757] lr: 9.755e-03 eta: 1 day, 20:25:52 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 4.2680 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9045 loss: 2.9045 2022/06/25 16:07:20 - mmengine - INFO - Epoch(train) [19][1360/3757] lr: 9.755e-03 eta: 1 day, 20:25:51 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.2599 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2366 loss: 3.2366 2022/06/25 16:07:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:07:25 - mmengine - INFO - Epoch(train) [19][1380/3757] lr: 9.755e-03 eta: 1 day, 20:25:45 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.2300 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6775 loss: 2.6775 2022/06/25 16:07:30 - mmengine - INFO - Epoch(train) [19][1400/3757] lr: 9.755e-03 eta: 1 day, 20:25:39 time: 0.265 data_time: 0.025 memory: 5036 grad_norm: 4.6532 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2502 loss: 3.2502 2022/06/25 16:07:35 - mmengine - INFO - Epoch(train) [19][1420/3757] lr: 9.755e-03 eta: 1 day, 20:25:33 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 4.1723 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5777 loss: 3.5777 2022/06/25 16:07:41 - mmengine - INFO - Epoch(train) [19][1440/3757] lr: 9.755e-03 eta: 1 day, 20:25:28 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 4.4828 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6854 loss: 3.6854 2022/06/25 16:07:46 - mmengine - INFO - Epoch(train) [19][1460/3757] lr: 9.755e-03 eta: 1 day, 20:25:22 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1723 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4433 loss: 3.4433 2022/06/25 16:07:51 - mmengine - INFO - Epoch(train) [19][1480/3757] lr: 9.755e-03 eta: 1 day, 20:25:16 time: 0.263 data_time: 0.021 memory: 5036 grad_norm: 4.5414 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2216 loss: 3.2216 2022/06/25 16:07:56 - mmengine - INFO - Epoch(train) [19][1500/3757] lr: 9.755e-03 eta: 1 day, 20:25:10 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 4.2533 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5909 loss: 3.5909 2022/06/25 16:08:02 - mmengine - INFO - Epoch(train) [19][1520/3757] lr: 9.755e-03 eta: 1 day, 20:25:06 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.6677 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5125 loss: 3.5125 2022/06/25 16:08:07 - mmengine - INFO - Epoch(train) [19][1540/3757] lr: 9.755e-03 eta: 1 day, 20:25:00 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.8337 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5734 loss: 3.5734 2022/06/25 16:08:12 - mmengine - INFO - Epoch(train) [19][1560/3757] lr: 9.755e-03 eta: 1 day, 20:24:54 time: 0.264 data_time: 0.023 memory: 5036 grad_norm: 4.7631 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9074 loss: 3.9074 2022/06/25 16:08:18 - mmengine - INFO - Epoch(train) [19][1580/3757] lr: 9.755e-03 eta: 1 day, 20:24:52 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 4.5154 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0682 loss: 3.0682 2022/06/25 16:08:23 - mmengine - INFO - Epoch(train) [19][1600/3757] lr: 9.755e-03 eta: 1 day, 20:24:45 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8910 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7402 loss: 3.7402 2022/06/25 16:08:28 - mmengine - INFO - Epoch(train) [19][1620/3757] lr: 9.755e-03 eta: 1 day, 20:24:39 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.3351 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5290 loss: 3.5290 2022/06/25 16:08:33 - mmengine - INFO - Epoch(train) [19][1640/3757] lr: 9.755e-03 eta: 1 day, 20:24:33 time: 0.264 data_time: 0.029 memory: 5036 grad_norm: 4.3988 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7868 loss: 3.7868 2022/06/25 16:08:39 - mmengine - INFO - Epoch(train) [19][1660/3757] lr: 9.755e-03 eta: 1 day, 20:24:35 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.8170 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.5171 loss: 3.5171 2022/06/25 16:08:44 - mmengine - INFO - Epoch(train) [19][1680/3757] lr: 9.755e-03 eta: 1 day, 20:24:29 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.9326 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4153 loss: 3.4153 2022/06/25 16:08:50 - mmengine - INFO - Epoch(train) [19][1700/3757] lr: 9.755e-03 eta: 1 day, 20:24:23 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.3869 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7647 loss: 3.7647 2022/06/25 16:08:55 - mmengine - INFO - Epoch(train) [19][1720/3757] lr: 9.755e-03 eta: 1 day, 20:24:16 time: 0.253 data_time: 0.018 memory: 5036 grad_norm: 4.8996 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.8327 loss: 3.8327 2022/06/25 16:09:00 - mmengine - INFO - Epoch(train) [19][1740/3757] lr: 9.755e-03 eta: 1 day, 20:24:12 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.5145 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5160 loss: 3.5160 2022/06/25 16:09:05 - mmengine - INFO - Epoch(train) [19][1760/3757] lr: 9.755e-03 eta: 1 day, 20:24:05 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.4883 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.8713 loss: 3.8713 2022/06/25 16:09:10 - mmengine - INFO - Epoch(train) [19][1780/3757] lr: 9.755e-03 eta: 1 day, 20:23:58 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6241 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9806 loss: 2.9806 2022/06/25 16:09:15 - mmengine - INFO - Epoch(train) [19][1800/3757] lr: 9.755e-03 eta: 1 day, 20:23:51 time: 0.252 data_time: 0.016 memory: 5036 grad_norm: 4.6501 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6878 loss: 3.6878 2022/06/25 16:09:21 - mmengine - INFO - Epoch(train) [19][1820/3757] lr: 9.755e-03 eta: 1 day, 20:23:49 time: 0.239 data_time: 0.003 memory: 5036 grad_norm: 5.0173 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0508 loss: 4.0508 2022/06/25 16:09:26 - mmengine - INFO - Epoch(train) [19][1840/3757] lr: 9.755e-03 eta: 1 day, 20:23:41 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.5030 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4811 loss: 3.4811 2022/06/25 16:09:31 - mmengine - INFO - Epoch(train) [19][1860/3757] lr: 9.755e-03 eta: 1 day, 20:23:35 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7250 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9776 loss: 2.9776 2022/06/25 16:09:36 - mmengine - INFO - Epoch(train) [19][1880/3757] lr: 9.755e-03 eta: 1 day, 20:23:28 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 4.5117 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2229 loss: 3.2229 2022/06/25 16:09:42 - mmengine - INFO - Epoch(train) [19][1900/3757] lr: 9.755e-03 eta: 1 day, 20:23:27 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.0748 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4411 loss: 3.4411 2022/06/25 16:09:47 - mmengine - INFO - Epoch(train) [19][1920/3757] lr: 9.755e-03 eta: 1 day, 20:23:19 time: 0.267 data_time: 0.024 memory: 5036 grad_norm: 4.5287 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.7191 loss: 3.7191 2022/06/25 16:09:52 - mmengine - INFO - Epoch(train) [19][1940/3757] lr: 9.755e-03 eta: 1 day, 20:23:12 time: 0.247 data_time: 0.011 memory: 5036 grad_norm: 4.1113 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0520 loss: 3.0520 2022/06/25 16:09:57 - mmengine - INFO - Epoch(train) [19][1960/3757] lr: 9.755e-03 eta: 1 day, 20:23:07 time: 0.477 data_time: 0.022 memory: 5036 grad_norm: 4.6948 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.4668 loss: 3.4668 2022/06/25 16:10:02 - mmengine - INFO - Epoch(train) [19][1980/3757] lr: 9.755e-03 eta: 1 day, 20:23:01 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8556 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5585 loss: 3.5585 2022/06/25 16:10:08 - mmengine - INFO - Epoch(train) [19][2000/3757] lr: 9.755e-03 eta: 1 day, 20:22:54 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.2315 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4535 loss: 3.4535 2022/06/25 16:10:13 - mmengine - INFO - Epoch(train) [19][2020/3757] lr: 9.755e-03 eta: 1 day, 20:22:47 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 4.8018 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.5828 loss: 3.5828 2022/06/25 16:10:18 - mmengine - INFO - Epoch(train) [19][2040/3757] lr: 9.755e-03 eta: 1 day, 20:22:44 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.5242 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.8793 loss: 3.8793 2022/06/25 16:10:23 - mmengine - INFO - Epoch(train) [19][2060/3757] lr: 9.755e-03 eta: 1 day, 20:22:37 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.8739 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.6050 loss: 3.6050 2022/06/25 16:10:28 - mmengine - INFO - Epoch(train) [19][2080/3757] lr: 9.755e-03 eta: 1 day, 20:22:30 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.7359 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5382 loss: 3.5382 2022/06/25 16:10:33 - mmengine - INFO - Epoch(train) [19][2100/3757] lr: 9.755e-03 eta: 1 day, 20:22:24 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 3.9615 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4672 loss: 3.4672 2022/06/25 16:10:39 - mmengine - INFO - Epoch(train) [19][2120/3757] lr: 9.755e-03 eta: 1 day, 20:22:19 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.7078 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3270 loss: 3.3270 2022/06/25 16:10:44 - mmengine - INFO - Epoch(train) [19][2140/3757] lr: 9.755e-03 eta: 1 day, 20:22:13 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.5942 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3783 loss: 3.3783 2022/06/25 16:10:49 - mmengine - INFO - Epoch(train) [19][2160/3757] lr: 9.755e-03 eta: 1 day, 20:22:06 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.8234 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.5891 loss: 3.5891 2022/06/25 16:10:54 - mmengine - INFO - Epoch(train) [19][2180/3757] lr: 9.755e-03 eta: 1 day, 20:21:59 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 4.3524 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1804 loss: 3.1804 2022/06/25 16:10:59 - mmengine - INFO - Epoch(train) [19][2200/3757] lr: 9.755e-03 eta: 1 day, 20:21:53 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.2134 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1434 loss: 3.1434 2022/06/25 16:11:04 - mmengine - INFO - Epoch(train) [19][2220/3757] lr: 9.755e-03 eta: 1 day, 20:21:46 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 4.3804 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2480 loss: 3.2480 2022/06/25 16:11:09 - mmengine - INFO - Epoch(train) [19][2240/3757] lr: 9.755e-03 eta: 1 day, 20:21:39 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.0266 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5793 loss: 3.5793 2022/06/25 16:11:15 - mmengine - INFO - Epoch(train) [19][2260/3757] lr: 9.755e-03 eta: 1 day, 20:21:33 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.6337 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5823 loss: 3.5823 2022/06/25 16:11:20 - mmengine - INFO - Epoch(train) [19][2280/3757] lr: 9.755e-03 eta: 1 day, 20:21:27 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6793 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5524 loss: 3.5524 2022/06/25 16:11:25 - mmengine - INFO - Epoch(train) [19][2300/3757] lr: 9.755e-03 eta: 1 day, 20:21:21 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.0837 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4115 loss: 3.4115 2022/06/25 16:11:30 - mmengine - INFO - Epoch(train) [19][2320/3757] lr: 9.755e-03 eta: 1 day, 20:21:14 time: 0.262 data_time: 0.024 memory: 5036 grad_norm: 4.4305 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6593 loss: 3.6593 2022/06/25 16:11:35 - mmengine - INFO - Epoch(train) [19][2340/3757] lr: 9.755e-03 eta: 1 day, 20:21:08 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 4.3586 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3113 loss: 3.3113 2022/06/25 16:11:41 - mmengine - INFO - Epoch(train) [19][2360/3757] lr: 9.755e-03 eta: 1 day, 20:21:04 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.3251 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3648 loss: 3.3648 2022/06/25 16:11:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:11:46 - mmengine - INFO - Epoch(train) [19][2380/3757] lr: 9.755e-03 eta: 1 day, 20:20:58 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 3.8905 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3978 loss: 3.3978 2022/06/25 16:11:51 - mmengine - INFO - Epoch(train) [19][2400/3757] lr: 9.755e-03 eta: 1 day, 20:20:52 time: 0.263 data_time: 0.027 memory: 5036 grad_norm: 4.5902 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4389 loss: 3.4389 2022/06/25 16:11:56 - mmengine - INFO - Epoch(train) [19][2420/3757] lr: 9.755e-03 eta: 1 day, 20:20:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.3733 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4801 loss: 3.4801 2022/06/25 16:12:02 - mmengine - INFO - Epoch(train) [19][2440/3757] lr: 9.755e-03 eta: 1 day, 20:20:44 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3821 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4813 loss: 3.4813 2022/06/25 16:12:07 - mmengine - INFO - Epoch(train) [19][2460/3757] lr: 9.755e-03 eta: 1 day, 20:20:38 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 4.6238 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2458 loss: 3.2458 2022/06/25 16:12:12 - mmengine - INFO - Epoch(train) [19][2480/3757] lr: 9.755e-03 eta: 1 day, 20:20:33 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 4.5832 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4026 loss: 3.4026 2022/06/25 16:12:18 - mmengine - INFO - Epoch(train) [19][2500/3757] lr: 9.755e-03 eta: 1 day, 20:20:32 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.3318 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3293 loss: 3.3293 2022/06/25 16:12:23 - mmengine - INFO - Epoch(train) [19][2520/3757] lr: 9.755e-03 eta: 1 day, 20:20:25 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.9845 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2005 loss: 3.2005 2022/06/25 16:12:29 - mmengine - INFO - Epoch(train) [19][2540/3757] lr: 9.755e-03 eta: 1 day, 20:20:20 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 4.3049 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3502 loss: 3.3502 2022/06/25 16:12:34 - mmengine - INFO - Epoch(train) [19][2560/3757] lr: 9.755e-03 eta: 1 day, 20:20:15 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 4.3695 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4205 loss: 3.4205 2022/06/25 16:12:39 - mmengine - INFO - Epoch(train) [19][2580/3757] lr: 9.755e-03 eta: 1 day, 20:20:10 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7955 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7316 loss: 3.7316 2022/06/25 16:12:44 - mmengine - INFO - Epoch(train) [19][2600/3757] lr: 9.755e-03 eta: 1 day, 20:20:03 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.4291 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5080 loss: 3.5080 2022/06/25 16:12:49 - mmengine - INFO - Epoch(train) [19][2620/3757] lr: 9.755e-03 eta: 1 day, 20:19:58 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.4283 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5760 loss: 3.5760 2022/06/25 16:12:55 - mmengine - INFO - Epoch(train) [19][2640/3757] lr: 9.755e-03 eta: 1 day, 20:19:51 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 4.6882 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4151 loss: 3.4151 2022/06/25 16:13:01 - mmengine - INFO - Epoch(train) [19][2660/3757] lr: 9.755e-03 eta: 1 day, 20:19:52 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.6456 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2626 loss: 3.2626 2022/06/25 16:13:06 - mmengine - INFO - Epoch(train) [19][2680/3757] lr: 9.755e-03 eta: 1 day, 20:19:45 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.5608 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5655 loss: 3.5655 2022/06/25 16:13:11 - mmengine - INFO - Epoch(train) [19][2700/3757] lr: 9.755e-03 eta: 1 day, 20:19:39 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.2661 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1387 loss: 3.1387 2022/06/25 16:13:16 - mmengine - INFO - Epoch(train) [19][2720/3757] lr: 9.755e-03 eta: 1 day, 20:19:33 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 4.1300 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3926 loss: 3.3926 2022/06/25 16:13:22 - mmengine - INFO - Epoch(train) [19][2740/3757] lr: 9.755e-03 eta: 1 day, 20:19:30 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6023 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2045 loss: 3.2045 2022/06/25 16:13:27 - mmengine - INFO - Epoch(train) [19][2760/3757] lr: 9.755e-03 eta: 1 day, 20:19:23 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.4534 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4258 loss: 3.4258 2022/06/25 16:13:32 - mmengine - INFO - Epoch(train) [19][2780/3757] lr: 9.755e-03 eta: 1 day, 20:19:18 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.1271 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3452 loss: 3.3452 2022/06/25 16:13:37 - mmengine - INFO - Epoch(train) [19][2800/3757] lr: 9.755e-03 eta: 1 day, 20:19:11 time: 0.255 data_time: 0.018 memory: 5036 grad_norm: 4.7426 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1714 loss: 3.1714 2022/06/25 16:13:42 - mmengine - INFO - Epoch(train) [19][2820/3757] lr: 9.755e-03 eta: 1 day, 20:19:07 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.7295 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 4.0534 loss: 4.0534 2022/06/25 16:13:48 - mmengine - INFO - Epoch(train) [19][2840/3757] lr: 9.755e-03 eta: 1 day, 20:19:00 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.4477 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5446 loss: 3.5446 2022/06/25 16:13:53 - mmengine - INFO - Epoch(train) [19][2860/3757] lr: 9.755e-03 eta: 1 day, 20:18:54 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.4631 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3663 loss: 3.3663 2022/06/25 16:13:58 - mmengine - INFO - Epoch(train) [19][2880/3757] lr: 9.755e-03 eta: 1 day, 20:18:51 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 4.4602 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.6851 loss: 3.6851 2022/06/25 16:14:03 - mmengine - INFO - Epoch(train) [19][2900/3757] lr: 9.755e-03 eta: 1 day, 20:18:44 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8713 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0578 loss: 3.0578 2022/06/25 16:14:09 - mmengine - INFO - Epoch(train) [19][2920/3757] lr: 9.755e-03 eta: 1 day, 20:18:39 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.1807 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4287 loss: 3.4287 2022/06/25 16:14:14 - mmengine - INFO - Epoch(train) [19][2940/3757] lr: 9.755e-03 eta: 1 day, 20:18:33 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.6162 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2876 loss: 3.2876 2022/06/25 16:14:20 - mmengine - INFO - Epoch(train) [19][2960/3757] lr: 9.755e-03 eta: 1 day, 20:18:33 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.5454 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4165 loss: 3.4165 2022/06/25 16:14:25 - mmengine - INFO - Epoch(train) [19][2980/3757] lr: 9.755e-03 eta: 1 day, 20:18:27 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1756 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1499 loss: 3.1499 2022/06/25 16:14:30 - mmengine - INFO - Epoch(train) [19][3000/3757] lr: 9.755e-03 eta: 1 day, 20:18:20 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3125 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2242 loss: 3.2242 2022/06/25 16:14:35 - mmengine - INFO - Epoch(train) [19][3020/3757] lr: 9.755e-03 eta: 1 day, 20:18:13 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.3968 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3524 loss: 3.3524 2022/06/25 16:14:40 - mmengine - INFO - Epoch(train) [19][3040/3757] lr: 9.755e-03 eta: 1 day, 20:18:06 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 3.8196 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3273 loss: 3.3273 2022/06/25 16:14:45 - mmengine - INFO - Epoch(train) [19][3060/3757] lr: 9.755e-03 eta: 1 day, 20:18:00 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.3548 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4728 loss: 3.4728 2022/06/25 16:14:50 - mmengine - INFO - Epoch(train) [19][3080/3757] lr: 9.755e-03 eta: 1 day, 20:17:52 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0692 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5823 loss: 3.5823 2022/06/25 16:14:55 - mmengine - INFO - Epoch(train) [19][3100/3757] lr: 9.755e-03 eta: 1 day, 20:17:46 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7235 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2959 loss: 3.2959 2022/06/25 16:15:00 - mmengine - INFO - Epoch(train) [19][3120/3757] lr: 9.755e-03 eta: 1 day, 20:17:39 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.2591 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4919 loss: 3.4919 2022/06/25 16:15:06 - mmengine - INFO - Epoch(train) [19][3140/3757] lr: 9.755e-03 eta: 1 day, 20:17:32 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.3975 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1718 loss: 3.1718 2022/06/25 16:15:11 - mmengine - INFO - Epoch(train) [19][3160/3757] lr: 9.755e-03 eta: 1 day, 20:17:27 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.2240 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4503 loss: 3.4503 2022/06/25 16:15:16 - mmengine - INFO - Epoch(train) [19][3180/3757] lr: 9.755e-03 eta: 1 day, 20:17:21 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.0137 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3167 loss: 3.3167 2022/06/25 16:15:22 - mmengine - INFO - Epoch(train) [19][3200/3757] lr: 9.755e-03 eta: 1 day, 20:17:18 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7506 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7164 loss: 3.7164 2022/06/25 16:15:27 - mmengine - INFO - Epoch(train) [19][3220/3757] lr: 9.755e-03 eta: 1 day, 20:17:12 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.2225 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3979 loss: 3.3979 2022/06/25 16:15:32 - mmengine - INFO - Epoch(train) [19][3240/3757] lr: 9.755e-03 eta: 1 day, 20:17:05 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 4.3872 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.6561 loss: 3.6561 2022/06/25 16:15:37 - mmengine - INFO - Epoch(train) [19][3260/3757] lr: 9.755e-03 eta: 1 day, 20:16:58 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 4.3909 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.5682 loss: 3.5682 2022/06/25 16:15:42 - mmengine - INFO - Epoch(train) [19][3280/3757] lr: 9.755e-03 eta: 1 day, 20:16:52 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.2697 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4486 loss: 3.4486 2022/06/25 16:15:47 - mmengine - INFO - Epoch(train) [19][3300/3757] lr: 9.755e-03 eta: 1 day, 20:16:46 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 4.7872 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3971 loss: 3.3971 2022/06/25 16:15:52 - mmengine - INFO - Epoch(train) [19][3320/3757] lr: 9.755e-03 eta: 1 day, 20:16:39 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.3755 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2759 loss: 3.2759 2022/06/25 16:15:58 - mmengine - INFO - Epoch(train) [19][3340/3757] lr: 9.755e-03 eta: 1 day, 20:16:38 time: 0.842 data_time: 0.016 memory: 5036 grad_norm: 5.0834 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4200 loss: 3.4200 2022/06/25 16:16:03 - mmengine - INFO - Epoch(train) [19][3360/3757] lr: 9.755e-03 eta: 1 day, 20:16:32 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.0572 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4788 loss: 3.4788 2022/06/25 16:16:07 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:16:08 - mmengine - INFO - Epoch(train) [19][3380/3757] lr: 9.755e-03 eta: 1 day, 20:16:26 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.3029 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5429 loss: 3.5429 2022/06/25 16:16:14 - mmengine - INFO - Epoch(train) [19][3400/3757] lr: 9.755e-03 eta: 1 day, 20:16:20 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.0299 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5260 loss: 3.5260 2022/06/25 16:16:19 - mmengine - INFO - Epoch(train) [19][3420/3757] lr: 9.755e-03 eta: 1 day, 20:16:16 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8721 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5724 loss: 3.5724 2022/06/25 16:16:24 - mmengine - INFO - Epoch(train) [19][3440/3757] lr: 9.755e-03 eta: 1 day, 20:16:09 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.0238 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4839 loss: 3.4839 2022/06/25 16:16:29 - mmengine - INFO - Epoch(train) [19][3460/3757] lr: 9.755e-03 eta: 1 day, 20:16:03 time: 0.267 data_time: 0.011 memory: 5036 grad_norm: 4.4616 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5590 loss: 3.5590 2022/06/25 16:16:34 - mmengine - INFO - Epoch(train) [19][3480/3757] lr: 9.755e-03 eta: 1 day, 20:15:56 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.3426 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4636 loss: 3.4636 2022/06/25 16:16:40 - mmengine - INFO - Epoch(train) [19][3500/3757] lr: 9.755e-03 eta: 1 day, 20:15:55 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.4252 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6024 loss: 3.6024 2022/06/25 16:16:45 - mmengine - INFO - Epoch(train) [19][3520/3757] lr: 9.755e-03 eta: 1 day, 20:15:49 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.4946 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3559 loss: 3.3559 2022/06/25 16:16:50 - mmengine - INFO - Epoch(train) [19][3540/3757] lr: 9.755e-03 eta: 1 day, 20:15:43 time: 0.270 data_time: 0.016 memory: 5036 grad_norm: 4.4633 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1181 loss: 3.1181 2022/06/25 16:16:56 - mmengine - INFO - Epoch(train) [19][3560/3757] lr: 9.755e-03 eta: 1 day, 20:15:36 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.0669 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3851 loss: 3.3851 2022/06/25 16:17:01 - mmengine - INFO - Epoch(train) [19][3580/3757] lr: 9.755e-03 eta: 1 day, 20:15:31 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3750 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2703 loss: 3.2703 2022/06/25 16:17:06 - mmengine - INFO - Epoch(train) [19][3600/3757] lr: 9.755e-03 eta: 1 day, 20:15:24 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.7378 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2051 loss: 3.2051 2022/06/25 16:17:11 - mmengine - INFO - Epoch(train) [19][3620/3757] lr: 9.755e-03 eta: 1 day, 20:15:18 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 3.7277 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5771 loss: 3.5771 2022/06/25 16:17:16 - mmengine - INFO - Epoch(train) [19][3640/3757] lr: 9.755e-03 eta: 1 day, 20:15:11 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.5445 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5179 loss: 3.5179 2022/06/25 16:17:22 - mmengine - INFO - Epoch(train) [19][3660/3757] lr: 9.755e-03 eta: 1 day, 20:15:06 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 4.3259 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5802 loss: 3.5802 2022/06/25 16:17:27 - mmengine - INFO - Epoch(train) [19][3680/3757] lr: 9.755e-03 eta: 1 day, 20:15:00 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.4733 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.5107 loss: 3.5107 2022/06/25 16:17:32 - mmengine - INFO - Epoch(train) [19][3700/3757] lr: 9.755e-03 eta: 1 day, 20:14:55 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 4.2916 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0996 loss: 3.0996 2022/06/25 16:17:38 - mmengine - INFO - Epoch(train) [19][3720/3757] lr: 9.755e-03 eta: 1 day, 20:14:52 time: 0.322 data_time: 0.002 memory: 5036 grad_norm: 4.2726 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4986 loss: 3.4986 2022/06/25 16:17:43 - mmengine - INFO - Epoch(train) [19][3740/3757] lr: 9.755e-03 eta: 1 day, 20:14:47 time: 0.235 data_time: 0.002 memory: 5036 grad_norm: 5.1941 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4242 loss: 3.4242 2022/06/25 16:17:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:17:47 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/06/25 16:18:00 - mmengine - INFO - Epoch(val) [19][20/310] eta: 0:01:44 time: 0.106 data_time: 0.004 memory: 5036 2022/06/25 16:18:04 - mmengine - INFO - Epoch(val) [19][40/310] eta: 0:01:33 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:18:08 - mmengine - INFO - Epoch(val) [19][60/310] eta: 0:00:29 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 16:18:13 - mmengine - INFO - Epoch(val) [19][80/310] eta: 0:00:24 time: 0.109 data_time: 0.002 memory: 1723 2022/06/25 16:18:20 - mmengine - INFO - Epoch(val) [19][100/310] eta: 0:01:09 time: 0.109 data_time: 0.002 memory: 1723 2022/06/25 16:18:25 - mmengine - INFO - Epoch(val) [19][120/310] eta: 0:01:09 time: 0.442 data_time: 0.335 memory: 1723 2022/06/25 16:18:30 - mmengine - INFO - Epoch(val) [19][140/310] eta: 0:00:28 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:18:34 - mmengine - INFO - Epoch(val) [19][160/310] eta: 0:00:19 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 16:18:41 - mmengine - INFO - Epoch(val) [19][180/310] eta: 0:00:38 time: 0.110 data_time: 0.001 memory: 1723 2022/06/25 16:18:46 - mmengine - INFO - Epoch(val) [19][200/310] eta: 0:00:38 time: 0.429 data_time: 0.328 memory: 1723 2022/06/25 16:18:50 - mmengine - INFO - Epoch(val) [19][220/310] eta: 0:00:19 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:18:55 - mmengine - INFO - Epoch(val) [19][240/310] eta: 0:00:07 time: 0.109 data_time: 0.002 memory: 1723 2022/06/25 16:19:02 - mmengine - INFO - Epoch(val) [19][260/310] eta: 0:00:18 time: 0.104 data_time: 0.001 memory: 1723 2022/06/25 16:19:07 - mmengine - INFO - Epoch(val) [19][280/310] eta: 0:00:11 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 16:19:09 - mmengine - INFO - Epoch(val) [19][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/25 16:19:11 - mmengine - INFO - Epoch(val) [19][310/310] acc/top1: 0.3108 acc/top5: 0.5779 acc/mean1: 0.3106 2022/06/25 16:19:21 - mmengine - INFO - Epoch(train) [20][20/3757] lr: 9.728e-03 eta: 1 day, 20:15:00 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.0370 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2659 loss: 3.2659 2022/06/25 16:19:27 - mmengine - INFO - Epoch(train) [20][40/3757] lr: 9.728e-03 eta: 1 day, 20:14:54 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.7326 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4307 loss: 3.4307 2022/06/25 16:19:32 - mmengine - INFO - Epoch(train) [20][60/3757] lr: 9.728e-03 eta: 1 day, 20:14:52 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.1641 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.7010 loss: 3.7010 2022/06/25 16:19:37 - mmengine - INFO - Epoch(train) [20][80/3757] lr: 9.728e-03 eta: 1 day, 20:14:45 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 4.3090 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3444 loss: 3.3444 2022/06/25 16:19:43 - mmengine - INFO - Epoch(train) [20][100/3757] lr: 9.728e-03 eta: 1 day, 20:14:39 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 4.2988 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7582 loss: 3.7582 2022/06/25 16:19:48 - mmengine - INFO - Epoch(train) [20][120/3757] lr: 9.728e-03 eta: 1 day, 20:14:35 time: 0.311 data_time: 0.002 memory: 5036 grad_norm: 4.6352 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4293 loss: 3.4293 2022/06/25 16:19:53 - mmengine - INFO - Epoch(train) [20][140/3757] lr: 9.728e-03 eta: 1 day, 20:14:29 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.5113 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1557 loss: 3.1557 2022/06/25 16:19:58 - mmengine - INFO - Epoch(train) [20][160/3757] lr: 9.728e-03 eta: 1 day, 20:14:23 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2160 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1235 loss: 3.1235 2022/06/25 16:20:04 - mmengine - INFO - Epoch(train) [20][180/3757] lr: 9.728e-03 eta: 1 day, 20:14:22 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.6834 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4139 loss: 3.4139 2022/06/25 16:20:09 - mmengine - INFO - Epoch(train) [20][200/3757] lr: 9.728e-03 eta: 1 day, 20:14:16 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 5.6446 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6142 loss: 3.6142 2022/06/25 16:20:15 - mmengine - INFO - Epoch(train) [20][220/3757] lr: 9.728e-03 eta: 1 day, 20:14:11 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.8343 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2520 loss: 3.2520 2022/06/25 16:20:20 - mmengine - INFO - Epoch(train) [20][240/3757] lr: 9.728e-03 eta: 1 day, 20:14:05 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.9899 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3917 loss: 3.3917 2022/06/25 16:20:25 - mmengine - INFO - Epoch(train) [20][260/3757] lr: 9.728e-03 eta: 1 day, 20:13:59 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.8018 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5502 loss: 3.5502 2022/06/25 16:20:30 - mmengine - INFO - Epoch(train) [20][280/3757] lr: 9.728e-03 eta: 1 day, 20:13:54 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.3493 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3153 loss: 3.3153 2022/06/25 16:20:35 - mmengine - INFO - Epoch(train) [20][300/3757] lr: 9.728e-03 eta: 1 day, 20:13:47 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.3544 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4705 loss: 3.4705 2022/06/25 16:20:41 - mmengine - INFO - Epoch(train) [20][320/3757] lr: 9.728e-03 eta: 1 day, 20:13:43 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.0329 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6024 loss: 3.6024 2022/06/25 16:20:46 - mmengine - INFO - Epoch(train) [20][340/3757] lr: 9.728e-03 eta: 1 day, 20:13:37 time: 0.259 data_time: 0.018 memory: 5036 grad_norm: 4.6169 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.3731 loss: 3.3731 2022/06/25 16:20:51 - mmengine - INFO - Epoch(train) [20][360/3757] lr: 9.728e-03 eta: 1 day, 20:13:33 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.7994 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4778 loss: 3.4778 2022/06/25 16:20:56 - mmengine - INFO - Epoch(train) [20][380/3757] lr: 9.728e-03 eta: 1 day, 20:13:27 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.8866 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5170 loss: 3.5170 2022/06/25 16:21:02 - mmengine - INFO - Epoch(train) [20][400/3757] lr: 9.728e-03 eta: 1 day, 20:13:20 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.5912 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4011 loss: 3.4011 2022/06/25 16:21:07 - mmengine - INFO - Epoch(train) [20][420/3757] lr: 9.728e-03 eta: 1 day, 20:13:15 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 4.1478 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4464 loss: 3.4464 2022/06/25 16:21:13 - mmengine - INFO - Epoch(train) [20][440/3757] lr: 9.728e-03 eta: 1 day, 20:13:15 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.0765 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1585 loss: 3.1585 2022/06/25 16:21:18 - mmengine - INFO - Epoch(train) [20][460/3757] lr: 9.728e-03 eta: 1 day, 20:13:08 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.4954 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5402 loss: 3.5402 2022/06/25 16:21:23 - mmengine - INFO - Epoch(train) [20][480/3757] lr: 9.728e-03 eta: 1 day, 20:13:03 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.7526 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1721 loss: 3.1721 2022/06/25 16:21:28 - mmengine - INFO - Epoch(train) [20][500/3757] lr: 9.728e-03 eta: 1 day, 20:12:56 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 4.3602 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3882 loss: 3.3882 2022/06/25 16:21:33 - mmengine - INFO - Epoch(train) [20][520/3757] lr: 9.728e-03 eta: 1 day, 20:12:50 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 3.7407 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4862 loss: 3.4862 2022/06/25 16:21:39 - mmengine - INFO - Epoch(train) [20][540/3757] lr: 9.728e-03 eta: 1 day, 20:12:44 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 4.3153 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2525 loss: 3.2525 2022/06/25 16:21:44 - mmengine - INFO - Epoch(train) [20][560/3757] lr: 9.728e-03 eta: 1 day, 20:12:37 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.4653 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3121 loss: 3.3121 2022/06/25 16:21:49 - mmengine - INFO - Epoch(train) [20][580/3757] lr: 9.728e-03 eta: 1 day, 20:12:36 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 4.4496 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2460 loss: 3.2460 2022/06/25 16:21:55 - mmengine - INFO - Epoch(train) [20][600/3757] lr: 9.728e-03 eta: 1 day, 20:12:30 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 4.3667 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7222 loss: 3.7222 2022/06/25 16:21:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:22:00 - mmengine - INFO - Epoch(train) [20][620/3757] lr: 9.728e-03 eta: 1 day, 20:12:25 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 4.8297 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4450 loss: 3.4450 2022/06/25 16:22:05 - mmengine - INFO - Epoch(train) [20][640/3757] lr: 9.728e-03 eta: 1 day, 20:12:18 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.6161 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5681 loss: 3.5681 2022/06/25 16:22:10 - mmengine - INFO - Epoch(train) [20][660/3757] lr: 9.728e-03 eta: 1 day, 20:12:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.7943 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7730 loss: 3.7730 2022/06/25 16:22:15 - mmengine - INFO - Epoch(train) [20][680/3757] lr: 9.728e-03 eta: 1 day, 20:12:07 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.6125 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6192 loss: 3.6192 2022/06/25 16:22:21 - mmengine - INFO - Epoch(train) [20][700/3757] lr: 9.728e-03 eta: 1 day, 20:12:02 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.2176 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2112 loss: 3.2112 2022/06/25 16:22:26 - mmengine - INFO - Epoch(train) [20][720/3757] lr: 9.728e-03 eta: 1 day, 20:11:55 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.3364 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4748 loss: 3.4748 2022/06/25 16:22:32 - mmengine - INFO - Epoch(train) [20][740/3757] lr: 9.728e-03 eta: 1 day, 20:11:54 time: 0.259 data_time: 0.021 memory: 5036 grad_norm: 3.9023 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1059 loss: 3.1059 2022/06/25 16:22:37 - mmengine - INFO - Epoch(train) [20][760/3757] lr: 9.728e-03 eta: 1 day, 20:11:48 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 4.6989 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5075 loss: 3.5075 2022/06/25 16:22:42 - mmengine - INFO - Epoch(train) [20][780/3757] lr: 9.728e-03 eta: 1 day, 20:11:42 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.4357 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6834 loss: 3.6834 2022/06/25 16:22:47 - mmengine - INFO - Epoch(train) [20][800/3757] lr: 9.728e-03 eta: 1 day, 20:11:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.3350 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4090 loss: 3.4090 2022/06/25 16:22:53 - mmengine - INFO - Epoch(train) [20][820/3757] lr: 9.728e-03 eta: 1 day, 20:11:34 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.9116 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3975 loss: 3.3975 2022/06/25 16:22:58 - mmengine - INFO - Epoch(train) [20][840/3757] lr: 9.728e-03 eta: 1 day, 20:11:27 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.3937 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4753 loss: 3.4753 2022/06/25 16:23:03 - mmengine - INFO - Epoch(train) [20][860/3757] lr: 9.728e-03 eta: 1 day, 20:11:21 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.8390 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7658 loss: 3.7658 2022/06/25 16:23:08 - mmengine - INFO - Epoch(train) [20][880/3757] lr: 9.728e-03 eta: 1 day, 20:11:15 time: 0.319 data_time: 0.008 memory: 5036 grad_norm: 4.5576 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9858 loss: 2.9858 2022/06/25 16:23:13 - mmengine - INFO - Epoch(train) [20][900/3757] lr: 9.728e-03 eta: 1 day, 20:11:08 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.1748 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9685 loss: 2.9685 2022/06/25 16:23:18 - mmengine - INFO - Epoch(train) [20][920/3757] lr: 9.728e-03 eta: 1 day, 20:11:01 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 4.8930 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3258 loss: 3.3258 2022/06/25 16:23:23 - mmengine - INFO - Epoch(train) [20][940/3757] lr: 9.728e-03 eta: 1 day, 20:10:54 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.7645 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.0969 loss: 4.0969 2022/06/25 16:23:29 - mmengine - INFO - Epoch(train) [20][960/3757] lr: 9.728e-03 eta: 1 day, 20:10:53 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.1562 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8028 loss: 3.8028 2022/06/25 16:23:34 - mmengine - INFO - Epoch(train) [20][980/3757] lr: 9.728e-03 eta: 1 day, 20:10:45 time: 0.256 data_time: 0.015 memory: 5036 grad_norm: 4.5461 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2868 loss: 3.2868 2022/06/25 16:23:39 - mmengine - INFO - Epoch(train) [20][1000/3757] lr: 9.728e-03 eta: 1 day, 20:10:40 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.7199 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1803 loss: 3.1803 2022/06/25 16:23:44 - mmengine - INFO - Epoch(train) [20][1020/3757] lr: 9.728e-03 eta: 1 day, 20:10:33 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 5.5289 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6260 loss: 3.6260 2022/06/25 16:23:50 - mmengine - INFO - Epoch(train) [20][1040/3757] lr: 9.728e-03 eta: 1 day, 20:10:31 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.5953 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5241 loss: 3.5241 2022/06/25 16:23:55 - mmengine - INFO - Epoch(train) [20][1060/3757] lr: 9.728e-03 eta: 1 day, 20:10:23 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.3746 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3594 loss: 3.3594 2022/06/25 16:24:00 - mmengine - INFO - Epoch(train) [20][1080/3757] lr: 9.728e-03 eta: 1 day, 20:10:17 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.0127 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5186 loss: 3.5186 2022/06/25 16:24:05 - mmengine - INFO - Epoch(train) [20][1100/3757] lr: 9.728e-03 eta: 1 day, 20:10:09 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.4019 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4392 loss: 3.4392 2022/06/25 16:24:11 - mmengine - INFO - Epoch(train) [20][1120/3757] lr: 9.728e-03 eta: 1 day, 20:10:09 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.3858 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1677 loss: 3.1677 2022/06/25 16:24:16 - mmengine - INFO - Epoch(train) [20][1140/3757] lr: 9.728e-03 eta: 1 day, 20:10:02 time: 0.263 data_time: 0.019 memory: 5036 grad_norm: 4.3652 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5641 loss: 3.5641 2022/06/25 16:24:21 - mmengine - INFO - Epoch(train) [20][1160/3757] lr: 9.728e-03 eta: 1 day, 20:09:56 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.5730 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6949 loss: 3.6949 2022/06/25 16:24:26 - mmengine - INFO - Epoch(train) [20][1180/3757] lr: 9.728e-03 eta: 1 day, 20:09:49 time: 0.248 data_time: 0.013 memory: 5036 grad_norm: 4.4270 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.6780 loss: 3.6780 2022/06/25 16:24:32 - mmengine - INFO - Epoch(train) [20][1200/3757] lr: 9.728e-03 eta: 1 day, 20:09:47 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.4660 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.9081 loss: 3.9081 2022/06/25 16:24:37 - mmengine - INFO - Epoch(train) [20][1220/3757] lr: 9.728e-03 eta: 1 day, 20:09:40 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.1666 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2836 loss: 3.2836 2022/06/25 16:24:42 - mmengine - INFO - Epoch(train) [20][1240/3757] lr: 9.728e-03 eta: 1 day, 20:09:34 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 3.8554 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0952 loss: 3.0952 2022/06/25 16:24:47 - mmengine - INFO - Epoch(train) [20][1260/3757] lr: 9.728e-03 eta: 1 day, 20:09:27 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.6653 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6480 loss: 3.6480 2022/06/25 16:24:53 - mmengine - INFO - Epoch(train) [20][1280/3757] lr: 9.728e-03 eta: 1 day, 20:09:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.1148 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9770 loss: 3.9770 2022/06/25 16:24:58 - mmengine - INFO - Epoch(train) [20][1300/3757] lr: 9.728e-03 eta: 1 day, 20:09:14 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.5119 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8246 loss: 3.8246 2022/06/25 16:25:03 - mmengine - INFO - Epoch(train) [20][1320/3757] lr: 9.728e-03 eta: 1 day, 20:09:08 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.1077 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4699 loss: 3.4699 2022/06/25 16:25:08 - mmengine - INFO - Epoch(train) [20][1340/3757] lr: 9.728e-03 eta: 1 day, 20:09:00 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 4.7192 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.8138 loss: 3.8138 2022/06/25 16:25:14 - mmengine - INFO - Epoch(train) [20][1360/3757] lr: 9.728e-03 eta: 1 day, 20:09:00 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.6878 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6481 loss: 3.6481 2022/06/25 16:25:19 - mmengine - INFO - Epoch(train) [20][1380/3757] lr: 9.728e-03 eta: 1 day, 20:08:54 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 4.8925 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6691 loss: 3.6691 2022/06/25 16:25:24 - mmengine - INFO - Epoch(train) [20][1400/3757] lr: 9.728e-03 eta: 1 day, 20:08:47 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.6116 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3272 loss: 3.3272 2022/06/25 16:25:29 - mmengine - INFO - Epoch(train) [20][1420/3757] lr: 9.728e-03 eta: 1 day, 20:08:44 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.2159 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4473 loss: 3.4473 2022/06/25 16:25:35 - mmengine - INFO - Epoch(train) [20][1440/3757] lr: 9.728e-03 eta: 1 day, 20:08:37 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.9395 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3967 loss: 3.3967 2022/06/25 16:25:40 - mmengine - INFO - Epoch(train) [20][1460/3757] lr: 9.728e-03 eta: 1 day, 20:08:31 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.6359 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5472 loss: 3.5472 2022/06/25 16:25:45 - mmengine - INFO - Epoch(train) [20][1480/3757] lr: 9.728e-03 eta: 1 day, 20:08:24 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 5.6917 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9372 loss: 3.9372 2022/06/25 16:25:51 - mmengine - INFO - Epoch(train) [20][1500/3757] lr: 9.728e-03 eta: 1 day, 20:08:22 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.3255 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.3349 loss: 3.3349 2022/06/25 16:25:56 - mmengine - INFO - Epoch(train) [20][1520/3757] lr: 9.728e-03 eta: 1 day, 20:08:16 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.3747 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8409 loss: 3.8409 2022/06/25 16:26:01 - mmengine - INFO - Epoch(train) [20][1540/3757] lr: 9.728e-03 eta: 1 day, 20:08:10 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.4934 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5463 loss: 3.5463 2022/06/25 16:26:06 - mmengine - INFO - Epoch(train) [20][1560/3757] lr: 9.728e-03 eta: 1 day, 20:08:04 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.3026 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6874 loss: 3.6874 2022/06/25 16:26:12 - mmengine - INFO - Epoch(train) [20][1580/3757] lr: 9.728e-03 eta: 1 day, 20:08:02 time: 0.258 data_time: 0.020 memory: 5036 grad_norm: 5.0580 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.8551 loss: 3.8551 2022/06/25 16:26:17 - mmengine - INFO - Epoch(train) [20][1600/3757] lr: 9.728e-03 eta: 1 day, 20:07:55 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 5.2499 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7105 loss: 3.7105 2022/06/25 16:26:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:26:22 - mmengine - INFO - Epoch(train) [20][1620/3757] lr: 9.728e-03 eta: 1 day, 20:07:49 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.0950 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4763 loss: 3.4763 2022/06/25 16:26:27 - mmengine - INFO - Epoch(train) [20][1640/3757] lr: 9.728e-03 eta: 1 day, 20:07:42 time: 0.254 data_time: 0.018 memory: 5036 grad_norm: 5.0164 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7345 loss: 3.7345 2022/06/25 16:26:32 - mmengine - INFO - Epoch(train) [20][1660/3757] lr: 9.728e-03 eta: 1 day, 20:07:36 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.3314 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4744 loss: 3.4744 2022/06/25 16:26:37 - mmengine - INFO - Epoch(train) [20][1680/3757] lr: 9.728e-03 eta: 1 day, 20:07:29 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.6462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3609 loss: 3.3609 2022/06/25 16:26:42 - mmengine - INFO - Epoch(train) [20][1700/3757] lr: 9.728e-03 eta: 1 day, 20:07:22 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.0765 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.8221 loss: 3.8221 2022/06/25 16:26:47 - mmengine - INFO - Epoch(train) [20][1720/3757] lr: 9.728e-03 eta: 1 day, 20:07:16 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.9328 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5647 loss: 3.5647 2022/06/25 16:26:53 - mmengine - INFO - Epoch(train) [20][1740/3757] lr: 9.728e-03 eta: 1 day, 20:07:09 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.0001 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4255 loss: 3.4255 2022/06/25 16:26:58 - mmengine - INFO - Epoch(train) [20][1760/3757] lr: 9.728e-03 eta: 1 day, 20:07:03 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.5849 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7086 loss: 3.7086 2022/06/25 16:27:03 - mmengine - INFO - Epoch(train) [20][1780/3757] lr: 9.728e-03 eta: 1 day, 20:06:56 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8346 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6555 loss: 3.6555 2022/06/25 16:27:08 - mmengine - INFO - Epoch(train) [20][1800/3757] lr: 9.728e-03 eta: 1 day, 20:06:50 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8889 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2465 loss: 3.2465 2022/06/25 16:27:13 - mmengine - INFO - Epoch(train) [20][1820/3757] lr: 9.728e-03 eta: 1 day, 20:06:44 time: 0.250 data_time: 0.014 memory: 5036 grad_norm: 4.7998 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4774 loss: 3.4774 2022/06/25 16:27:18 - mmengine - INFO - Epoch(train) [20][1840/3757] lr: 9.728e-03 eta: 1 day, 20:06:37 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.1830 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9699 loss: 2.9699 2022/06/25 16:27:23 - mmengine - INFO - Epoch(train) [20][1860/3757] lr: 9.728e-03 eta: 1 day, 20:06:31 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.7198 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3152 loss: 3.3152 2022/06/25 16:27:29 - mmengine - INFO - Epoch(train) [20][1880/3757] lr: 9.728e-03 eta: 1 day, 20:06:26 time: 0.349 data_time: 0.002 memory: 5036 grad_norm: 5.1839 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 4.0651 loss: 4.0651 2022/06/25 16:27:34 - mmengine - INFO - Epoch(train) [20][1900/3757] lr: 9.728e-03 eta: 1 day, 20:06:19 time: 0.250 data_time: 0.015 memory: 5036 grad_norm: 5.7606 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7042 loss: 3.7042 2022/06/25 16:27:39 - mmengine - INFO - Epoch(train) [20][1920/3757] lr: 9.728e-03 eta: 1 day, 20:06:13 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.5094 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4802 loss: 3.4802 2022/06/25 16:27:44 - mmengine - INFO - Epoch(train) [20][1940/3757] lr: 9.728e-03 eta: 1 day, 20:06:06 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.7104 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7140 loss: 3.7140 2022/06/25 16:27:50 - mmengine - INFO - Epoch(train) [20][1960/3757] lr: 9.728e-03 eta: 1 day, 20:06:04 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.3114 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7403 loss: 3.7403 2022/06/25 16:27:55 - mmengine - INFO - Epoch(train) [20][1980/3757] lr: 9.728e-03 eta: 1 day, 20:05:58 time: 0.266 data_time: 0.016 memory: 5036 grad_norm: 4.8347 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.8034 loss: 3.8034 2022/06/25 16:28:00 - mmengine - INFO - Epoch(train) [20][2000/3757] lr: 9.728e-03 eta: 1 day, 20:05:52 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.1188 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6039 loss: 3.6039 2022/06/25 16:28:05 - mmengine - INFO - Epoch(train) [20][2020/3757] lr: 9.728e-03 eta: 1 day, 20:05:45 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.5697 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5724 loss: 3.5724 2022/06/25 16:28:11 - mmengine - INFO - Epoch(train) [20][2040/3757] lr: 9.728e-03 eta: 1 day, 20:05:46 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.3195 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4797 loss: 3.4797 2022/06/25 16:28:16 - mmengine - INFO - Epoch(train) [20][2060/3757] lr: 9.728e-03 eta: 1 day, 20:05:40 time: 0.269 data_time: 0.030 memory: 5036 grad_norm: 4.4391 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0984 loss: 3.0984 2022/06/25 16:28:22 - mmengine - INFO - Epoch(train) [20][2080/3757] lr: 9.728e-03 eta: 1 day, 20:05:35 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.3411 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.7453 loss: 3.7453 2022/06/25 16:28:27 - mmengine - INFO - Epoch(train) [20][2100/3757] lr: 9.728e-03 eta: 1 day, 20:05:28 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 6.1346 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1549 loss: 3.1549 2022/06/25 16:28:33 - mmengine - INFO - Epoch(train) [20][2120/3757] lr: 9.728e-03 eta: 1 day, 20:05:29 time: 0.282 data_time: 0.002 memory: 5036 grad_norm: 5.1074 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 4.0164 loss: 4.0164 2022/06/25 16:28:38 - mmengine - INFO - Epoch(train) [20][2140/3757] lr: 9.728e-03 eta: 1 day, 20:05:22 time: 0.258 data_time: 0.017 memory: 5036 grad_norm: 4.7134 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2549 loss: 3.2549 2022/06/25 16:28:43 - mmengine - INFO - Epoch(train) [20][2160/3757] lr: 9.728e-03 eta: 1 day, 20:05:16 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.1782 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3737 loss: 3.3737 2022/06/25 16:28:48 - mmengine - INFO - Epoch(train) [20][2180/3757] lr: 9.728e-03 eta: 1 day, 20:05:09 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 4.9901 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4967 loss: 3.4967 2022/06/25 16:28:53 - mmengine - INFO - Epoch(train) [20][2200/3757] lr: 9.728e-03 eta: 1 day, 20:05:04 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.8631 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6912 loss: 3.6912 2022/06/25 16:28:58 - mmengine - INFO - Epoch(train) [20][2220/3757] lr: 9.728e-03 eta: 1 day, 20:04:57 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.5124 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1564 loss: 3.1564 2022/06/25 16:29:03 - mmengine - INFO - Epoch(train) [20][2240/3757] lr: 9.728e-03 eta: 1 day, 20:04:50 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 4.8479 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.9984 loss: 3.9984 2022/06/25 16:29:09 - mmengine - INFO - Epoch(train) [20][2260/3757] lr: 9.728e-03 eta: 1 day, 20:04:43 time: 0.297 data_time: 0.007 memory: 5036 grad_norm: 4.7685 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7666 loss: 3.7666 2022/06/25 16:29:14 - mmengine - INFO - Epoch(train) [20][2280/3757] lr: 9.728e-03 eta: 1 day, 20:04:38 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.9200 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5469 loss: 3.5469 2022/06/25 16:29:19 - mmengine - INFO - Epoch(train) [20][2300/3757] lr: 9.728e-03 eta: 1 day, 20:04:31 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.2894 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4340 loss: 3.4340 2022/06/25 16:29:24 - mmengine - INFO - Epoch(train) [20][2320/3757] lr: 9.728e-03 eta: 1 day, 20:04:25 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 4.4738 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2987 loss: 3.2987 2022/06/25 16:29:29 - mmengine - INFO - Epoch(train) [20][2340/3757] lr: 9.728e-03 eta: 1 day, 20:04:19 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.1526 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4423 loss: 3.4423 2022/06/25 16:29:34 - mmengine - INFO - Epoch(train) [20][2360/3757] lr: 9.728e-03 eta: 1 day, 20:04:13 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.4599 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2925 loss: 3.2925 2022/06/25 16:29:40 - mmengine - INFO - Epoch(train) [20][2380/3757] lr: 9.728e-03 eta: 1 day, 20:04:06 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5292 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4915 loss: 3.4915 2022/06/25 16:29:45 - mmengine - INFO - Epoch(train) [20][2400/3757] lr: 9.728e-03 eta: 1 day, 20:04:00 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 4.9020 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5574 loss: 3.5574 2022/06/25 16:29:50 - mmengine - INFO - Epoch(train) [20][2420/3757] lr: 9.728e-03 eta: 1 day, 20:03:58 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.4807 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4255 loss: 3.4255 2022/06/25 16:29:56 - mmengine - INFO - Epoch(train) [20][2440/3757] lr: 9.728e-03 eta: 1 day, 20:03:52 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 4.2290 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5966 loss: 3.5966 2022/06/25 16:30:01 - mmengine - INFO - Epoch(train) [20][2460/3757] lr: 9.728e-03 eta: 1 day, 20:03:46 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.7841 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4003 loss: 3.4003 2022/06/25 16:30:06 - mmengine - INFO - Epoch(train) [20][2480/3757] lr: 9.728e-03 eta: 1 day, 20:03:40 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 4.5018 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4762 loss: 3.4762 2022/06/25 16:30:11 - mmengine - INFO - Epoch(train) [20][2500/3757] lr: 9.728e-03 eta: 1 day, 20:03:34 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.9096 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2295 loss: 3.2295 2022/06/25 16:30:16 - mmengine - INFO - Epoch(train) [20][2520/3757] lr: 9.728e-03 eta: 1 day, 20:03:28 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.5627 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4410 loss: 3.4410 2022/06/25 16:30:21 - mmengine - INFO - Epoch(train) [20][2540/3757] lr: 9.728e-03 eta: 1 day, 20:03:22 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.0086 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4735 loss: 3.4735 2022/06/25 16:30:27 - mmengine - INFO - Epoch(train) [20][2560/3757] lr: 9.728e-03 eta: 1 day, 20:03:15 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 4.2147 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1916 loss: 3.1916 2022/06/25 16:30:32 - mmengine - INFO - Epoch(train) [20][2580/3757] lr: 9.728e-03 eta: 1 day, 20:03:14 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.9832 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2884 loss: 3.2884 2022/06/25 16:30:38 - mmengine - INFO - Epoch(train) [20][2600/3757] lr: 9.728e-03 eta: 1 day, 20:03:09 time: 0.366 data_time: 0.003 memory: 5036 grad_norm: 4.3286 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4883 loss: 3.4883 2022/06/25 16:30:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:30:43 - mmengine - INFO - Epoch(train) [20][2620/3757] lr: 9.728e-03 eta: 1 day, 20:03:02 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.0916 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6771 loss: 3.6771 2022/06/25 16:30:48 - mmengine - INFO - Epoch(train) [20][2640/3757] lr: 9.728e-03 eta: 1 day, 20:02:56 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.3661 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4726 loss: 3.4726 2022/06/25 16:30:54 - mmengine - INFO - Epoch(train) [20][2660/3757] lr: 9.728e-03 eta: 1 day, 20:02:54 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3435 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3888 loss: 3.3888 2022/06/25 16:30:59 - mmengine - INFO - Epoch(train) [20][2680/3757] lr: 9.728e-03 eta: 1 day, 20:02:48 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.5483 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3218 loss: 3.3218 2022/06/25 16:31:04 - mmengine - INFO - Epoch(train) [20][2700/3757] lr: 9.728e-03 eta: 1 day, 20:02:42 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.7369 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5030 loss: 3.5030 2022/06/25 16:31:10 - mmengine - INFO - Epoch(train) [20][2720/3757] lr: 9.728e-03 eta: 1 day, 20:02:42 time: 0.346 data_time: 0.002 memory: 5036 grad_norm: 4.6014 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2893 loss: 3.2893 2022/06/25 16:31:15 - mmengine - INFO - Epoch(train) [20][2740/3757] lr: 9.728e-03 eta: 1 day, 20:02:35 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.3470 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5150 loss: 3.5150 2022/06/25 16:31:20 - mmengine - INFO - Epoch(train) [20][2760/3757] lr: 9.728e-03 eta: 1 day, 20:02:30 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.2087 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2035 loss: 3.2035 2022/06/25 16:31:25 - mmengine - INFO - Epoch(train) [20][2780/3757] lr: 9.728e-03 eta: 1 day, 20:02:23 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3169 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2190 loss: 3.2190 2022/06/25 16:31:30 - mmengine - INFO - Epoch(train) [20][2800/3757] lr: 9.728e-03 eta: 1 day, 20:02:17 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.5319 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0231 loss: 3.0231 2022/06/25 16:31:36 - mmengine - INFO - Epoch(train) [20][2820/3757] lr: 9.728e-03 eta: 1 day, 20:02:11 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.1385 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6367 loss: 3.6367 2022/06/25 16:31:41 - mmengine - INFO - Epoch(train) [20][2840/3757] lr: 9.728e-03 eta: 1 day, 20:02:05 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.2621 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7524 loss: 3.7524 2022/06/25 16:31:46 - mmengine - INFO - Epoch(train) [20][2860/3757] lr: 9.728e-03 eta: 1 day, 20:01:58 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.8789 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3691 loss: 3.3691 2022/06/25 16:31:51 - mmengine - INFO - Epoch(train) [20][2880/3757] lr: 9.728e-03 eta: 1 day, 20:01:55 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 4.6855 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6887 loss: 3.6887 2022/06/25 16:31:57 - mmengine - INFO - Epoch(train) [20][2900/3757] lr: 9.728e-03 eta: 1 day, 20:01:49 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.9099 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5157 loss: 3.5157 2022/06/25 16:32:02 - mmengine - INFO - Epoch(train) [20][2920/3757] lr: 9.728e-03 eta: 1 day, 20:01:43 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.5309 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9023 loss: 2.9023 2022/06/25 16:32:07 - mmengine - INFO - Epoch(train) [20][2940/3757] lr: 9.728e-03 eta: 1 day, 20:01:36 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.4298 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1601 loss: 3.1601 2022/06/25 16:32:12 - mmengine - INFO - Epoch(train) [20][2960/3757] lr: 9.728e-03 eta: 1 day, 20:01:30 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.3776 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2608 loss: 3.2608 2022/06/25 16:32:17 - mmengine - INFO - Epoch(train) [20][2980/3757] lr: 9.728e-03 eta: 1 day, 20:01:24 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.4771 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2263 loss: 3.2263 2022/06/25 16:32:22 - mmengine - INFO - Epoch(train) [20][3000/3757] lr: 9.728e-03 eta: 1 day, 20:01:18 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 4.3213 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5808 loss: 3.5808 2022/06/25 16:32:27 - mmengine - INFO - Epoch(train) [20][3020/3757] lr: 9.728e-03 eta: 1 day, 20:01:12 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.0892 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3851 loss: 3.3851 2022/06/25 16:32:33 - mmengine - INFO - Epoch(train) [20][3040/3757] lr: 9.728e-03 eta: 1 day, 20:01:07 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1659 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5403 loss: 3.5403 2022/06/25 16:32:38 - mmengine - INFO - Epoch(train) [20][3060/3757] lr: 9.728e-03 eta: 1 day, 20:01:01 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 4.6505 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5482 loss: 3.5482 2022/06/25 16:32:43 - mmengine - INFO - Epoch(train) [20][3080/3757] lr: 9.728e-03 eta: 1 day, 20:00:55 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.8612 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3511 loss: 3.3511 2022/06/25 16:32:48 - mmengine - INFO - Epoch(train) [20][3100/3757] lr: 9.728e-03 eta: 1 day, 20:00:49 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.4229 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3706 loss: 3.3706 2022/06/25 16:32:54 - mmengine - INFO - Epoch(train) [20][3120/3757] lr: 9.728e-03 eta: 1 day, 20:00:47 time: 0.254 data_time: 0.017 memory: 5036 grad_norm: 4.7904 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5851 loss: 3.5851 2022/06/25 16:32:59 - mmengine - INFO - Epoch(train) [20][3140/3757] lr: 9.728e-03 eta: 1 day, 20:00:40 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.9153 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2116 loss: 3.2116 2022/06/25 16:33:04 - mmengine - INFO - Epoch(train) [20][3160/3757] lr: 9.728e-03 eta: 1 day, 20:00:34 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7461 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4779 loss: 3.4779 2022/06/25 16:33:09 - mmengine - INFO - Epoch(train) [20][3180/3757] lr: 9.728e-03 eta: 1 day, 20:00:28 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 4.5433 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0797 loss: 3.0797 2022/06/25 16:33:15 - mmengine - INFO - Epoch(train) [20][3200/3757] lr: 9.728e-03 eta: 1 day, 20:00:22 time: 0.254 data_time: 0.018 memory: 5036 grad_norm: 4.1940 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9806 loss: 2.9806 2022/06/25 16:33:20 - mmengine - INFO - Epoch(train) [20][3220/3757] lr: 9.728e-03 eta: 1 day, 20:00:16 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 4.3628 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5108 loss: 3.5108 2022/06/25 16:33:25 - mmengine - INFO - Epoch(train) [20][3240/3757] lr: 9.728e-03 eta: 1 day, 20:00:10 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1824 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0964 loss: 3.0964 2022/06/25 16:33:30 - mmengine - INFO - Epoch(train) [20][3260/3757] lr: 9.728e-03 eta: 1 day, 20:00:04 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.9275 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7514 loss: 3.7514 2022/06/25 16:33:35 - mmengine - INFO - Epoch(train) [20][3280/3757] lr: 9.728e-03 eta: 1 day, 19:59:58 time: 0.257 data_time: 0.016 memory: 5036 grad_norm: 4.0671 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7908 loss: 3.7908 2022/06/25 16:33:40 - mmengine - INFO - Epoch(train) [20][3300/3757] lr: 9.728e-03 eta: 1 day, 19:59:51 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.9790 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4394 loss: 3.4394 2022/06/25 16:33:46 - mmengine - INFO - Epoch(train) [20][3320/3757] lr: 9.728e-03 eta: 1 day, 19:59:48 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.7554 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1929 loss: 3.1929 2022/06/25 16:33:51 - mmengine - INFO - Epoch(train) [20][3340/3757] lr: 9.728e-03 eta: 1 day, 19:59:41 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.3131 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3143 loss: 3.3143 2022/06/25 16:33:56 - mmengine - INFO - Epoch(train) [20][3360/3757] lr: 9.728e-03 eta: 1 day, 19:59:35 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.8295 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4390 loss: 3.4390 2022/06/25 16:34:02 - mmengine - INFO - Epoch(train) [20][3380/3757] lr: 9.728e-03 eta: 1 day, 19:59:30 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 5.1122 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1981 loss: 3.1981 2022/06/25 16:34:07 - mmengine - INFO - Epoch(train) [20][3400/3757] lr: 9.728e-03 eta: 1 day, 19:59:24 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.4462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3829 loss: 3.3829 2022/06/25 16:34:12 - mmengine - INFO - Epoch(train) [20][3420/3757] lr: 9.728e-03 eta: 1 day, 19:59:18 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 4.3843 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8495 loss: 3.8495 2022/06/25 16:34:17 - mmengine - INFO - Epoch(train) [20][3440/3757] lr: 9.728e-03 eta: 1 day, 19:59:12 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 5.0606 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5462 loss: 3.5462 2022/06/25 16:34:22 - mmengine - INFO - Epoch(train) [20][3460/3757] lr: 9.728e-03 eta: 1 day, 19:59:06 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.3654 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6023 loss: 3.6023 2022/06/25 16:34:27 - mmengine - INFO - Epoch(train) [20][3480/3757] lr: 9.728e-03 eta: 1 day, 19:59:00 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6669 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4353 loss: 3.4353 2022/06/25 16:34:33 - mmengine - INFO - Epoch(train) [20][3500/3757] lr: 9.728e-03 eta: 1 day, 19:59:00 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.1716 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4909 loss: 3.4909 2022/06/25 16:34:38 - mmengine - INFO - Epoch(train) [20][3520/3757] lr: 9.728e-03 eta: 1 day, 19:58:53 time: 0.255 data_time: 0.019 memory: 5036 grad_norm: 5.0897 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3476 loss: 3.3476 2022/06/25 16:34:44 - mmengine - INFO - Epoch(train) [20][3540/3757] lr: 9.728e-03 eta: 1 day, 19:58:50 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.3519 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3040 loss: 3.3040 2022/06/25 16:34:49 - mmengine - INFO - Epoch(train) [20][3560/3757] lr: 9.728e-03 eta: 1 day, 19:58:44 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.9639 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1416 loss: 3.1416 2022/06/25 16:34:54 - mmengine - INFO - Epoch(train) [20][3580/3757] lr: 9.728e-03 eta: 1 day, 19:58:39 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.1725 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5277 loss: 3.5277 2022/06/25 16:35:00 - mmengine - INFO - Epoch(train) [20][3600/3757] lr: 9.728e-03 eta: 1 day, 19:58:33 time: 0.264 data_time: 0.033 memory: 5036 grad_norm: 5.1847 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5187 loss: 3.5187 2022/06/25 16:35:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:35:05 - mmengine - INFO - Epoch(train) [20][3620/3757] lr: 9.728e-03 eta: 1 day, 19:58:27 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.5777 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.1064 loss: 3.1064 2022/06/25 16:35:11 - mmengine - INFO - Epoch(train) [20][3640/3757] lr: 9.728e-03 eta: 1 day, 19:58:26 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 4.4421 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5346 loss: 3.5346 2022/06/25 16:35:16 - mmengine - INFO - Epoch(train) [20][3660/3757] lr: 9.728e-03 eta: 1 day, 19:58:19 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 4.8071 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4635 loss: 3.4635 2022/06/25 16:35:21 - mmengine - INFO - Epoch(train) [20][3680/3757] lr: 9.728e-03 eta: 1 day, 19:58:17 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 4.4816 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1755 loss: 3.1755 2022/06/25 16:35:27 - mmengine - INFO - Epoch(train) [20][3700/3757] lr: 9.728e-03 eta: 1 day, 19:58:11 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.0981 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4405 loss: 3.4405 2022/06/25 16:35:32 - mmengine - INFO - Epoch(train) [20][3720/3757] lr: 9.728e-03 eta: 1 day, 19:58:05 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.5828 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1575 loss: 3.1575 2022/06/25 16:35:37 - mmengine - INFO - Epoch(train) [20][3740/3757] lr: 9.728e-03 eta: 1 day, 19:57:58 time: 0.240 data_time: 0.005 memory: 5036 grad_norm: 4.8229 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9528 loss: 2.9528 2022/06/25 16:35:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:35:41 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/06/25 16:35:54 - mmengine - INFO - Epoch(val) [20][20/310] eta: 0:01:43 time: 0.105 data_time: 0.001 memory: 5036 2022/06/25 16:35:59 - mmengine - INFO - Epoch(val) [20][40/310] eta: 0:01:34 time: 0.112 data_time: 0.008 memory: 1723 2022/06/25 16:36:03 - mmengine - INFO - Epoch(val) [20][60/310] eta: 0:00:27 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 16:36:08 - mmengine - INFO - Epoch(val) [20][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 16:36:15 - mmengine - INFO - Epoch(val) [20][100/310] eta: 0:01:14 time: 0.107 data_time: 0.001 memory: 1723 2022/06/25 16:36:20 - mmengine - INFO - Epoch(val) [20][120/310] eta: 0:01:09 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 16:36:24 - mmengine - INFO - Epoch(val) [20][140/310] eta: 0:00:18 time: 0.118 data_time: 0.007 memory: 1723 2022/06/25 16:36:29 - mmengine - INFO - Epoch(val) [20][160/310] eta: 0:00:15 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 16:36:36 - mmengine - INFO - Epoch(val) [20][180/310] eta: 0:00:48 time: 0.112 data_time: 0.005 memory: 1723 2022/06/25 16:36:41 - mmengine - INFO - Epoch(val) [20][200/310] eta: 0:00:38 time: 0.109 data_time: 0.002 memory: 1723 2022/06/25 16:36:45 - mmengine - INFO - Epoch(val) [20][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 16:36:50 - mmengine - INFO - Epoch(val) [20][240/310] eta: 0:00:07 time: 0.109 data_time: 0.002 memory: 1723 2022/06/25 16:36:56 - mmengine - INFO - Epoch(val) [20][260/310] eta: 0:00:16 time: 0.120 data_time: 0.013 memory: 1723 2022/06/25 16:37:01 - mmengine - INFO - Epoch(val) [20][280/310] eta: 0:00:09 time: 0.117 data_time: 0.002 memory: 1723 2022/06/25 16:37:03 - mmengine - INFO - Epoch(val) [20][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/25 16:37:05 - mmengine - INFO - Epoch(val) [20][310/310] acc/top1: 0.3219 acc/top5: 0.5936 acc/mean1: 0.3218 2022/06/25 16:37:15 - mmengine - INFO - Epoch(train) [21][20/3757] lr: 9.698e-03 eta: 1 day, 19:58:09 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 4.3521 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8225 loss: 2.8225 2022/06/25 16:37:20 - mmengine - INFO - Epoch(train) [21][40/3757] lr: 9.698e-03 eta: 1 day, 19:58:07 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.7766 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1592 loss: 3.1592 2022/06/25 16:37:26 - mmengine - INFO - Epoch(train) [21][60/3757] lr: 9.698e-03 eta: 1 day, 19:58:02 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.8335 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9159 loss: 2.9159 2022/06/25 16:37:31 - mmengine - INFO - Epoch(train) [21][80/3757] lr: 9.698e-03 eta: 1 day, 19:57:55 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.4450 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1812 loss: 3.1812 2022/06/25 16:37:36 - mmengine - INFO - Epoch(train) [21][100/3757] lr: 9.698e-03 eta: 1 day, 19:57:53 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.5740 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1587 loss: 3.1587 2022/06/25 16:37:42 - mmengine - INFO - Epoch(train) [21][120/3757] lr: 9.698e-03 eta: 1 day, 19:57:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.7227 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6849 loss: 3.6849 2022/06/25 16:37:47 - mmengine - INFO - Epoch(train) [21][140/3757] lr: 9.698e-03 eta: 1 day, 19:57:41 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.5182 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3544 loss: 3.3544 2022/06/25 16:37:52 - mmengine - INFO - Epoch(train) [21][160/3757] lr: 9.698e-03 eta: 1 day, 19:57:35 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9395 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.7960 loss: 3.7960 2022/06/25 16:37:57 - mmengine - INFO - Epoch(train) [21][180/3757] lr: 9.698e-03 eta: 1 day, 19:57:29 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3812 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.7297 loss: 3.7297 2022/06/25 16:38:02 - mmengine - INFO - Epoch(train) [21][200/3757] lr: 9.698e-03 eta: 1 day, 19:57:23 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.7197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5116 loss: 3.5116 2022/06/25 16:38:07 - mmengine - INFO - Epoch(train) [21][220/3757] lr: 9.698e-03 eta: 1 day, 19:57:16 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.6470 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1613 loss: 3.1613 2022/06/25 16:38:13 - mmengine - INFO - Epoch(train) [21][240/3757] lr: 9.698e-03 eta: 1 day, 19:57:11 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4133 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9208 loss: 2.9208 2022/06/25 16:38:18 - mmengine - INFO - Epoch(train) [21][260/3757] lr: 9.698e-03 eta: 1 day, 19:57:05 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.7512 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1839 loss: 3.1839 2022/06/25 16:38:23 - mmengine - INFO - Epoch(train) [21][280/3757] lr: 9.698e-03 eta: 1 day, 19:57:00 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.0801 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1624 loss: 3.1624 2022/06/25 16:38:28 - mmengine - INFO - Epoch(train) [21][300/3757] lr: 9.698e-03 eta: 1 day, 19:56:54 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.6754 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9348 loss: 2.9348 2022/06/25 16:38:34 - mmengine - INFO - Epoch(train) [21][320/3757] lr: 9.698e-03 eta: 1 day, 19:56:48 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 4.4412 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0310 loss: 3.0310 2022/06/25 16:38:39 - mmengine - INFO - Epoch(train) [21][340/3757] lr: 9.698e-03 eta: 1 day, 19:56:42 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.9316 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3797 loss: 3.3797 2022/06/25 16:38:44 - mmengine - INFO - Epoch(train) [21][360/3757] lr: 9.698e-03 eta: 1 day, 19:56:38 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 4.4055 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0105 loss: 3.0105 2022/06/25 16:38:49 - mmengine - INFO - Epoch(train) [21][380/3757] lr: 9.698e-03 eta: 1 day, 19:56:32 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1778 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5510 loss: 3.5510 2022/06/25 16:38:55 - mmengine - INFO - Epoch(train) [21][400/3757] lr: 9.698e-03 eta: 1 day, 19:56:26 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.3884 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4020 loss: 3.4020 2022/06/25 16:39:00 - mmengine - INFO - Epoch(train) [21][420/3757] lr: 9.698e-03 eta: 1 day, 19:56:22 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 4.7413 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2430 loss: 3.2430 2022/06/25 16:39:05 - mmengine - INFO - Epoch(train) [21][440/3757] lr: 9.698e-03 eta: 1 day, 19:56:18 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0167 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0984 loss: 3.0984 2022/06/25 16:39:11 - mmengine - INFO - Epoch(train) [21][460/3757] lr: 9.698e-03 eta: 1 day, 19:56:13 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.8885 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2443 loss: 3.2443 2022/06/25 16:39:16 - mmengine - INFO - Epoch(train) [21][480/3757] lr: 9.698e-03 eta: 1 day, 19:56:06 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.6002 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3243 loss: 3.3243 2022/06/25 16:39:21 - mmengine - INFO - Epoch(train) [21][500/3757] lr: 9.698e-03 eta: 1 day, 19:56:02 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.4380 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3328 loss: 3.3328 2022/06/25 16:39:26 - mmengine - INFO - Epoch(train) [21][520/3757] lr: 9.698e-03 eta: 1 day, 19:55:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 4.9332 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6371 loss: 3.6371 2022/06/25 16:39:32 - mmengine - INFO - Epoch(train) [21][540/3757] lr: 9.698e-03 eta: 1 day, 19:55:51 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.4245 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0997 loss: 3.0997 2022/06/25 16:39:37 - mmengine - INFO - Epoch(train) [21][560/3757] lr: 9.698e-03 eta: 1 day, 19:55:45 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3438 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4535 loss: 3.4535 2022/06/25 16:39:42 - mmengine - INFO - Epoch(train) [21][580/3757] lr: 9.698e-03 eta: 1 day, 19:55:41 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5734 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.6579 loss: 3.6579 2022/06/25 16:39:47 - mmengine - INFO - Epoch(train) [21][600/3757] lr: 9.698e-03 eta: 1 day, 19:55:35 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.3603 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0394 loss: 3.0394 2022/06/25 16:39:53 - mmengine - INFO - Epoch(train) [21][620/3757] lr: 9.698e-03 eta: 1 day, 19:55:30 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 4.1673 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.5460 loss: 3.5460 2022/06/25 16:39:58 - mmengine - INFO - Epoch(train) [21][640/3757] lr: 9.698e-03 eta: 1 day, 19:55:23 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 4.7330 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2415 loss: 3.2415 2022/06/25 16:40:03 - mmengine - INFO - Epoch(train) [21][660/3757] lr: 9.698e-03 eta: 1 day, 19:55:19 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.7800 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5737 loss: 3.5737 2022/06/25 16:40:09 - mmengine - INFO - Epoch(train) [21][680/3757] lr: 9.698e-03 eta: 1 day, 19:55:16 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.8521 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3846 loss: 3.3846 2022/06/25 16:40:15 - mmengine - INFO - Epoch(train) [21][700/3757] lr: 9.698e-03 eta: 1 day, 19:55:15 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 3.9484 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4109 loss: 3.4109 2022/06/25 16:40:20 - mmengine - INFO - Epoch(train) [21][720/3757] lr: 9.698e-03 eta: 1 day, 19:55:08 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 4.5282 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3659 loss: 3.3659 2022/06/25 16:40:25 - mmengine - INFO - Epoch(train) [21][740/3757] lr: 9.698e-03 eta: 1 day, 19:55:02 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.8196 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4097 loss: 3.4097 2022/06/25 16:40:30 - mmengine - INFO - Epoch(train) [21][760/3757] lr: 9.698e-03 eta: 1 day, 19:54:56 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.4696 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2660 loss: 3.2660 2022/06/25 16:40:35 - mmengine - INFO - Epoch(train) [21][780/3757] lr: 9.698e-03 eta: 1 day, 19:54:49 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.3392 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1713 loss: 3.1713 2022/06/25 16:40:40 - mmengine - INFO - Epoch(train) [21][800/3757] lr: 9.698e-03 eta: 1 day, 19:54:42 time: 0.263 data_time: 0.018 memory: 5036 grad_norm: 5.4067 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5840 loss: 3.5840 2022/06/25 16:40:45 - mmengine - INFO - Epoch(train) [21][820/3757] lr: 9.698e-03 eta: 1 day, 19:54:35 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 4.4539 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5322 loss: 3.5322 2022/06/25 16:40:51 - mmengine - INFO - Epoch(train) [21][840/3757] lr: 9.698e-03 eta: 1 day, 19:54:32 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.3885 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2994 loss: 3.2994 2022/06/25 16:40:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:40:56 - mmengine - INFO - Epoch(train) [21][860/3757] lr: 9.698e-03 eta: 1 day, 19:54:26 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.6546 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1541 loss: 3.1541 2022/06/25 16:41:01 - mmengine - INFO - Epoch(train) [21][880/3757] lr: 9.698e-03 eta: 1 day, 19:54:20 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 4.8104 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3986 loss: 3.3986 2022/06/25 16:41:06 - mmengine - INFO - Epoch(train) [21][900/3757] lr: 9.698e-03 eta: 1 day, 19:54:15 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.2323 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3688 loss: 3.3688 2022/06/25 16:41:12 - mmengine - INFO - Epoch(train) [21][920/3757] lr: 9.698e-03 eta: 1 day, 19:54:11 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.5186 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4800 loss: 3.4800 2022/06/25 16:41:17 - mmengine - INFO - Epoch(train) [21][940/3757] lr: 9.698e-03 eta: 1 day, 19:54:04 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 4.8529 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2755 loss: 3.2755 2022/06/25 16:41:22 - mmengine - INFO - Epoch(train) [21][960/3757] lr: 9.698e-03 eta: 1 day, 19:53:59 time: 0.260 data_time: 0.019 memory: 5036 grad_norm: 4.5033 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.9732 loss: 3.9732 2022/06/25 16:41:27 - mmengine - INFO - Epoch(train) [21][980/3757] lr: 9.698e-03 eta: 1 day, 19:53:52 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6502 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5940 loss: 3.5940 2022/06/25 16:41:32 - mmengine - INFO - Epoch(train) [21][1000/3757] lr: 9.698e-03 eta: 1 day, 19:53:46 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.6601 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7622 loss: 3.7622 2022/06/25 16:41:38 - mmengine - INFO - Epoch(train) [21][1020/3757] lr: 9.698e-03 eta: 1 day, 19:53:39 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 5.3748 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4725 loss: 3.4725 2022/06/25 16:41:43 - mmengine - INFO - Epoch(train) [21][1040/3757] lr: 9.698e-03 eta: 1 day, 19:53:33 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 4.1301 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5537 loss: 3.5537 2022/06/25 16:41:48 - mmengine - INFO - Epoch(train) [21][1060/3757] lr: 9.698e-03 eta: 1 day, 19:53:26 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.0332 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7488 loss: 3.7488 2022/06/25 16:41:53 - mmengine - INFO - Epoch(train) [21][1080/3757] lr: 9.698e-03 eta: 1 day, 19:53:20 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.5085 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2848 loss: 3.2848 2022/06/25 16:41:58 - mmengine - INFO - Epoch(train) [21][1100/3757] lr: 9.698e-03 eta: 1 day, 19:53:14 time: 0.272 data_time: 0.005 memory: 5036 grad_norm: 4.9208 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2411 loss: 3.2411 2022/06/25 16:42:03 - mmengine - INFO - Epoch(train) [21][1120/3757] lr: 9.698e-03 eta: 1 day, 19:53:07 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.7608 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1494 loss: 3.1494 2022/06/25 16:42:08 - mmengine - INFO - Epoch(train) [21][1140/3757] lr: 9.698e-03 eta: 1 day, 19:53:01 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.5907 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3391 loss: 3.3391 2022/06/25 16:42:14 - mmengine - INFO - Epoch(train) [21][1160/3757] lr: 9.698e-03 eta: 1 day, 19:52:56 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.1476 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0987 loss: 3.0987 2022/06/25 16:42:19 - mmengine - INFO - Epoch(train) [21][1180/3757] lr: 9.698e-03 eta: 1 day, 19:52:50 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 4.9333 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6465 loss: 3.6465 2022/06/25 16:42:24 - mmengine - INFO - Epoch(train) [21][1200/3757] lr: 9.698e-03 eta: 1 day, 19:52:43 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.4736 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6245 loss: 3.6245 2022/06/25 16:42:29 - mmengine - INFO - Epoch(train) [21][1220/3757] lr: 9.698e-03 eta: 1 day, 19:52:38 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.6529 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3495 loss: 3.3495 2022/06/25 16:42:35 - mmengine - INFO - Epoch(train) [21][1240/3757] lr: 9.698e-03 eta: 1 day, 19:52:37 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.5803 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2786 loss: 3.2786 2022/06/25 16:42:40 - mmengine - INFO - Epoch(train) [21][1260/3757] lr: 9.698e-03 eta: 1 day, 19:52:31 time: 0.301 data_time: 0.042 memory: 5036 grad_norm: 4.2524 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.7548 loss: 3.7548 2022/06/25 16:42:45 - mmengine - INFO - Epoch(train) [21][1280/3757] lr: 9.698e-03 eta: 1 day, 19:52:26 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.0540 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7479 loss: 3.7479 2022/06/25 16:42:51 - mmengine - INFO - Epoch(train) [21][1300/3757] lr: 9.698e-03 eta: 1 day, 19:52:20 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.0801 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8722 loss: 3.8722 2022/06/25 16:42:56 - mmengine - INFO - Epoch(train) [21][1320/3757] lr: 9.698e-03 eta: 1 day, 19:52:13 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.4264 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3673 loss: 3.3673 2022/06/25 16:43:01 - mmengine - INFO - Epoch(train) [21][1340/3757] lr: 9.698e-03 eta: 1 day, 19:52:08 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9003 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4386 loss: 3.4386 2022/06/25 16:43:06 - mmengine - INFO - Epoch(train) [21][1360/3757] lr: 9.698e-03 eta: 1 day, 19:52:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.5732 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4720 loss: 3.4720 2022/06/25 16:43:11 - mmengine - INFO - Epoch(train) [21][1380/3757] lr: 9.698e-03 eta: 1 day, 19:51:57 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8956 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8260 loss: 2.8260 2022/06/25 16:43:17 - mmengine - INFO - Epoch(train) [21][1400/3757] lr: 9.698e-03 eta: 1 day, 19:51:50 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.4582 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2959 loss: 3.2959 2022/06/25 16:43:22 - mmengine - INFO - Epoch(train) [21][1420/3757] lr: 9.698e-03 eta: 1 day, 19:51:44 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.6760 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1692 loss: 3.1692 2022/06/25 16:43:27 - mmengine - INFO - Epoch(train) [21][1440/3757] lr: 9.698e-03 eta: 1 day, 19:51:38 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7436 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1332 loss: 3.1332 2022/06/25 16:43:32 - mmengine - INFO - Epoch(train) [21][1460/3757] lr: 9.698e-03 eta: 1 day, 19:51:33 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.3419 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3899 loss: 3.3899 2022/06/25 16:43:37 - mmengine - INFO - Epoch(train) [21][1480/3757] lr: 9.698e-03 eta: 1 day, 19:51:26 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.3938 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.4666 loss: 3.4666 2022/06/25 16:43:42 - mmengine - INFO - Epoch(train) [21][1500/3757] lr: 9.698e-03 eta: 1 day, 19:51:21 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.7229 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0094 loss: 3.0094 2022/06/25 16:43:48 - mmengine - INFO - Epoch(train) [21][1520/3757] lr: 9.698e-03 eta: 1 day, 19:51:14 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.6845 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5752 loss: 3.5752 2022/06/25 16:43:53 - mmengine - INFO - Epoch(train) [21][1540/3757] lr: 9.698e-03 eta: 1 day, 19:51:10 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 4.4988 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3658 loss: 3.3658 2022/06/25 16:43:58 - mmengine - INFO - Epoch(train) [21][1560/3757] lr: 9.698e-03 eta: 1 day, 19:51:04 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.6670 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7178 loss: 3.7178 2022/06/25 16:44:03 - mmengine - INFO - Epoch(train) [21][1580/3757] lr: 9.698e-03 eta: 1 day, 19:50:58 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0380 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 4.1836 loss: 4.1836 2022/06/25 16:44:09 - mmengine - INFO - Epoch(train) [21][1600/3757] lr: 9.698e-03 eta: 1 day, 19:50:52 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.3122 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3654 loss: 3.3654 2022/06/25 16:44:14 - mmengine - INFO - Epoch(train) [21][1620/3757] lr: 9.698e-03 eta: 1 day, 19:50:47 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3853 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2786 loss: 3.2786 2022/06/25 16:44:19 - mmengine - INFO - Epoch(train) [21][1640/3757] lr: 9.698e-03 eta: 1 day, 19:50:43 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.0406 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2988 loss: 3.2988 2022/06/25 16:44:25 - mmengine - INFO - Epoch(train) [21][1660/3757] lr: 9.698e-03 eta: 1 day, 19:50:38 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4146 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5934 loss: 3.5934 2022/06/25 16:44:30 - mmengine - INFO - Epoch(train) [21][1680/3757] lr: 9.698e-03 eta: 1 day, 19:50:32 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.5439 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3491 loss: 3.3491 2022/06/25 16:44:35 - mmengine - INFO - Epoch(train) [21][1700/3757] lr: 9.698e-03 eta: 1 day, 19:50:27 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.8720 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5819 loss: 3.5819 2022/06/25 16:44:40 - mmengine - INFO - Epoch(train) [21][1720/3757] lr: 9.698e-03 eta: 1 day, 19:50:21 time: 0.301 data_time: 0.005 memory: 5036 grad_norm: 4.9648 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.9319 loss: 3.9319 2022/06/25 16:44:45 - mmengine - INFO - Epoch(train) [21][1740/3757] lr: 9.698e-03 eta: 1 day, 19:50:16 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 4.7543 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9487 loss: 2.9487 2022/06/25 16:44:51 - mmengine - INFO - Epoch(train) [21][1760/3757] lr: 9.698e-03 eta: 1 day, 19:50:10 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.6749 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2685 loss: 3.2685 2022/06/25 16:44:56 - mmengine - INFO - Epoch(train) [21][1780/3757] lr: 9.698e-03 eta: 1 day, 19:50:04 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.2386 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4534 loss: 3.4534 2022/06/25 16:45:01 - mmengine - INFO - Epoch(train) [21][1800/3757] lr: 9.698e-03 eta: 1 day, 19:49:58 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.5217 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3594 loss: 3.3594 2022/06/25 16:45:06 - mmengine - INFO - Epoch(train) [21][1820/3757] lr: 9.698e-03 eta: 1 day, 19:49:53 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4645 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2804 loss: 3.2804 2022/06/25 16:45:12 - mmengine - INFO - Epoch(train) [21][1840/3757] lr: 9.698e-03 eta: 1 day, 19:49:49 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.7267 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3279 loss: 3.3279 2022/06/25 16:45:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:45:18 - mmengine - INFO - Epoch(train) [21][1860/3757] lr: 9.698e-03 eta: 1 day, 19:49:49 time: 0.561 data_time: 0.008 memory: 5036 grad_norm: 4.4864 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1909 loss: 3.1909 2022/06/25 16:45:23 - mmengine - INFO - Epoch(train) [21][1880/3757] lr: 9.698e-03 eta: 1 day, 19:49:46 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.7492 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7430 loss: 3.7430 2022/06/25 16:45:29 - mmengine - INFO - Epoch(train) [21][1900/3757] lr: 9.698e-03 eta: 1 day, 19:49:40 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.0976 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7105 loss: 3.7105 2022/06/25 16:45:34 - mmengine - INFO - Epoch(train) [21][1920/3757] lr: 9.698e-03 eta: 1 day, 19:49:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 4.4293 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6447 loss: 3.6447 2022/06/25 16:45:39 - mmengine - INFO - Epoch(train) [21][1940/3757] lr: 9.698e-03 eta: 1 day, 19:49:30 time: 0.269 data_time: 0.011 memory: 5036 grad_norm: 4.5870 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3410 loss: 3.3410 2022/06/25 16:45:44 - mmengine - INFO - Epoch(train) [21][1960/3757] lr: 9.698e-03 eta: 1 day, 19:49:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 4.5393 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6919 loss: 3.6919 2022/06/25 16:45:50 - mmengine - INFO - Epoch(train) [21][1980/3757] lr: 9.698e-03 eta: 1 day, 19:49:19 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.7821 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4440 loss: 3.4440 2022/06/25 16:45:55 - mmengine - INFO - Epoch(train) [21][2000/3757] lr: 9.698e-03 eta: 1 day, 19:49:13 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 4.2792 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5426 loss: 3.5426 2022/06/25 16:46:00 - mmengine - INFO - Epoch(train) [21][2020/3757] lr: 9.698e-03 eta: 1 day, 19:49:07 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.9347 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0271 loss: 3.0271 2022/06/25 16:46:05 - mmengine - INFO - Epoch(train) [21][2040/3757] lr: 9.698e-03 eta: 1 day, 19:49:00 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.4667 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2634 loss: 3.2634 2022/06/25 16:46:10 - mmengine - INFO - Epoch(train) [21][2060/3757] lr: 9.698e-03 eta: 1 day, 19:48:53 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.2954 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7965 loss: 3.7965 2022/06/25 16:46:15 - mmengine - INFO - Epoch(train) [21][2080/3757] lr: 9.698e-03 eta: 1 day, 19:48:47 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.7896 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5622 loss: 3.5622 2022/06/25 16:46:20 - mmengine - INFO - Epoch(train) [21][2100/3757] lr: 9.698e-03 eta: 1 day, 19:48:40 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.5499 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3560 loss: 3.3560 2022/06/25 16:46:25 - mmengine - INFO - Epoch(train) [21][2120/3757] lr: 9.698e-03 eta: 1 day, 19:48:34 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7306 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4741 loss: 3.4741 2022/06/25 16:46:31 - mmengine - INFO - Epoch(train) [21][2140/3757] lr: 9.698e-03 eta: 1 day, 19:48:27 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.9430 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7782 loss: 2.7782 2022/06/25 16:46:36 - mmengine - INFO - Epoch(train) [21][2160/3757] lr: 9.698e-03 eta: 1 day, 19:48:20 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.1807 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6527 loss: 3.6527 2022/06/25 16:46:41 - mmengine - INFO - Epoch(train) [21][2180/3757] lr: 9.698e-03 eta: 1 day, 19:48:14 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 4.4791 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8959 loss: 2.8959 2022/06/25 16:46:46 - mmengine - INFO - Epoch(train) [21][2200/3757] lr: 9.698e-03 eta: 1 day, 19:48:07 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.6167 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6524 loss: 3.6524 2022/06/25 16:46:51 - mmengine - INFO - Epoch(train) [21][2220/3757] lr: 9.698e-03 eta: 1 day, 19:48:01 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6921 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4941 loss: 3.4941 2022/06/25 16:46:56 - mmengine - INFO - Epoch(train) [21][2240/3757] lr: 9.698e-03 eta: 1 day, 19:47:55 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 5.1306 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3180 loss: 3.3180 2022/06/25 16:47:01 - mmengine - INFO - Epoch(train) [21][2260/3757] lr: 9.698e-03 eta: 1 day, 19:47:49 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.7075 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4449 loss: 3.4449 2022/06/25 16:47:06 - mmengine - INFO - Epoch(train) [21][2280/3757] lr: 9.698e-03 eta: 1 day, 19:47:42 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.0600 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4071 loss: 3.4071 2022/06/25 16:47:12 - mmengine - INFO - Epoch(train) [21][2300/3757] lr: 9.698e-03 eta: 1 day, 19:47:36 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.8588 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6238 loss: 3.6238 2022/06/25 16:47:17 - mmengine - INFO - Epoch(train) [21][2320/3757] lr: 9.698e-03 eta: 1 day, 19:47:30 time: 0.297 data_time: 0.015 memory: 5036 grad_norm: 4.5045 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8988 loss: 3.8988 2022/06/25 16:47:22 - mmengine - INFO - Epoch(train) [21][2340/3757] lr: 9.698e-03 eta: 1 day, 19:47:27 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.6409 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5563 loss: 3.5563 2022/06/25 16:47:27 - mmengine - INFO - Epoch(train) [21][2360/3757] lr: 9.698e-03 eta: 1 day, 19:47:20 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6361 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.6016 loss: 3.6016 2022/06/25 16:47:33 - mmengine - INFO - Epoch(train) [21][2380/3757] lr: 9.698e-03 eta: 1 day, 19:47:14 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.9388 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7663 loss: 3.7663 2022/06/25 16:47:38 - mmengine - INFO - Epoch(train) [21][2400/3757] lr: 9.698e-03 eta: 1 day, 19:47:08 time: 0.260 data_time: 0.017 memory: 5036 grad_norm: 4.7000 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5594 loss: 3.5594 2022/06/25 16:47:43 - mmengine - INFO - Epoch(train) [21][2420/3757] lr: 9.698e-03 eta: 1 day, 19:47:04 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.2398 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4843 loss: 3.4843 2022/06/25 16:47:48 - mmengine - INFO - Epoch(train) [21][2440/3757] lr: 9.698e-03 eta: 1 day, 19:46:58 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.3470 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9534 loss: 2.9534 2022/06/25 16:47:54 - mmengine - INFO - Epoch(train) [21][2460/3757] lr: 9.698e-03 eta: 1 day, 19:46:54 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4141 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2342 loss: 3.2342 2022/06/25 16:47:59 - mmengine - INFO - Epoch(train) [21][2480/3757] lr: 9.698e-03 eta: 1 day, 19:46:48 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 4.7288 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5192 loss: 3.5192 2022/06/25 16:48:05 - mmengine - INFO - Epoch(train) [21][2500/3757] lr: 9.698e-03 eta: 1 day, 19:46:47 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.3167 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3941 loss: 3.3941 2022/06/25 16:48:10 - mmengine - INFO - Epoch(train) [21][2520/3757] lr: 9.698e-03 eta: 1 day, 19:46:40 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2806 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1345 loss: 3.1345 2022/06/25 16:48:15 - mmengine - INFO - Epoch(train) [21][2540/3757] lr: 9.698e-03 eta: 1 day, 19:46:35 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.6484 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1209 loss: 3.1209 2022/06/25 16:48:21 - mmengine - INFO - Epoch(train) [21][2560/3757] lr: 9.698e-03 eta: 1 day, 19:46:31 time: 0.268 data_time: 0.018 memory: 5036 grad_norm: 4.9136 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6073 loss: 3.6073 2022/06/25 16:48:26 - mmengine - INFO - Epoch(train) [21][2580/3757] lr: 9.698e-03 eta: 1 day, 19:46:26 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9748 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0802 loss: 3.0802 2022/06/25 16:48:31 - mmengine - INFO - Epoch(train) [21][2600/3757] lr: 9.698e-03 eta: 1 day, 19:46:20 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.0440 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5741 loss: 3.5741 2022/06/25 16:48:36 - mmengine - INFO - Epoch(train) [21][2620/3757] lr: 9.698e-03 eta: 1 day, 19:46:15 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.3887 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3433 loss: 3.3433 2022/06/25 16:48:41 - mmengine - INFO - Epoch(train) [21][2640/3757] lr: 9.698e-03 eta: 1 day, 19:46:09 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 4.5828 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3644 loss: 3.3644 2022/06/25 16:48:47 - mmengine - INFO - Epoch(train) [21][2660/3757] lr: 9.698e-03 eta: 1 day, 19:46:03 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.3144 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5571 loss: 3.5571 2022/06/25 16:48:52 - mmengine - INFO - Epoch(train) [21][2680/3757] lr: 9.698e-03 eta: 1 day, 19:45:58 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 4.7416 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5161 loss: 3.5161 2022/06/25 16:48:57 - mmengine - INFO - Epoch(train) [21][2700/3757] lr: 9.698e-03 eta: 1 day, 19:45:52 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.6880 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3350 loss: 3.3350 2022/06/25 16:49:02 - mmengine - INFO - Epoch(train) [21][2720/3757] lr: 9.698e-03 eta: 1 day, 19:45:46 time: 0.249 data_time: 0.018 memory: 5036 grad_norm: 4.9060 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.5773 loss: 3.5773 2022/06/25 16:49:08 - mmengine - INFO - Epoch(train) [21][2740/3757] lr: 9.698e-03 eta: 1 day, 19:45:41 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6990 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3986 loss: 3.3986 2022/06/25 16:49:13 - mmengine - INFO - Epoch(train) [21][2760/3757] lr: 9.698e-03 eta: 1 day, 19:45:36 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.6935 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3598 loss: 3.3598 2022/06/25 16:49:18 - mmengine - INFO - Epoch(train) [21][2780/3757] lr: 9.698e-03 eta: 1 day, 19:45:31 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3656 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3432 loss: 3.3432 2022/06/25 16:49:24 - mmengine - INFO - Epoch(train) [21][2800/3757] lr: 9.698e-03 eta: 1 day, 19:45:26 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 4.2910 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3634 loss: 3.3634 2022/06/25 16:49:29 - mmengine - INFO - Epoch(train) [21][2820/3757] lr: 9.698e-03 eta: 1 day, 19:45:21 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.0597 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0694 loss: 3.0694 2022/06/25 16:49:34 - mmengine - INFO - Epoch(train) [21][2840/3757] lr: 9.698e-03 eta: 1 day, 19:45:15 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.4235 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5232 loss: 3.5232 2022/06/25 16:49:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:49:39 - mmengine - INFO - Epoch(train) [21][2860/3757] lr: 9.698e-03 eta: 1 day, 19:45:09 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5388 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5152 loss: 3.5152 2022/06/25 16:49:44 - mmengine - INFO - Epoch(train) [21][2880/3757] lr: 9.698e-03 eta: 1 day, 19:45:04 time: 0.270 data_time: 0.005 memory: 5036 grad_norm: 4.3860 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9462 loss: 2.9462 2022/06/25 16:49:50 - mmengine - INFO - Epoch(train) [21][2900/3757] lr: 9.698e-03 eta: 1 day, 19:44:58 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.3609 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5656 loss: 3.5656 2022/06/25 16:49:55 - mmengine - INFO - Epoch(train) [21][2920/3757] lr: 9.698e-03 eta: 1 day, 19:44:56 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2524 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6980 loss: 3.6980 2022/06/25 16:50:01 - mmengine - INFO - Epoch(train) [21][2940/3757] lr: 9.698e-03 eta: 1 day, 19:44:50 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.5048 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3344 loss: 3.3344 2022/06/25 16:50:06 - mmengine - INFO - Epoch(train) [21][2960/3757] lr: 9.698e-03 eta: 1 day, 19:44:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 4.7108 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3090 loss: 3.3090 2022/06/25 16:50:11 - mmengine - INFO - Epoch(train) [21][2980/3757] lr: 9.698e-03 eta: 1 day, 19:44:43 time: 0.772 data_time: 0.003 memory: 5036 grad_norm: 4.5766 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3552 loss: 3.3552 2022/06/25 16:50:17 - mmengine - INFO - Epoch(train) [21][3000/3757] lr: 9.698e-03 eta: 1 day, 19:44:36 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.6371 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4562 loss: 3.4562 2022/06/25 16:50:22 - mmengine - INFO - Epoch(train) [21][3020/3757] lr: 9.698e-03 eta: 1 day, 19:44:30 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.4274 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9067 loss: 2.9067 2022/06/25 16:50:27 - mmengine - INFO - Epoch(train) [21][3040/3757] lr: 9.698e-03 eta: 1 day, 19:44:22 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.6431 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3315 loss: 3.3315 2022/06/25 16:50:32 - mmengine - INFO - Epoch(train) [21][3060/3757] lr: 9.698e-03 eta: 1 day, 19:44:16 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.3449 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2289 loss: 3.2289 2022/06/25 16:50:37 - mmengine - INFO - Epoch(train) [21][3080/3757] lr: 9.698e-03 eta: 1 day, 19:44:10 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.8321 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1925 loss: 3.1925 2022/06/25 16:50:42 - mmengine - INFO - Epoch(train) [21][3100/3757] lr: 9.698e-03 eta: 1 day, 19:44:03 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.9292 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4237 loss: 3.4237 2022/06/25 16:50:47 - mmengine - INFO - Epoch(train) [21][3120/3757] lr: 9.698e-03 eta: 1 day, 19:43:56 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 4.5308 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.3487 loss: 3.3487 2022/06/25 16:50:52 - mmengine - INFO - Epoch(train) [21][3140/3757] lr: 9.698e-03 eta: 1 day, 19:43:51 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.2862 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3688 loss: 3.3688 2022/06/25 16:50:57 - mmengine - INFO - Epoch(train) [21][3160/3757] lr: 9.698e-03 eta: 1 day, 19:43:44 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.7390 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9638 loss: 2.9638 2022/06/25 16:51:03 - mmengine - INFO - Epoch(train) [21][3180/3757] lr: 9.698e-03 eta: 1 day, 19:43:38 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.5105 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1904 loss: 3.1904 2022/06/25 16:51:08 - mmengine - INFO - Epoch(train) [21][3200/3757] lr: 9.698e-03 eta: 1 day, 19:43:31 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 4.2795 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.0990 loss: 3.0990 2022/06/25 16:51:13 - mmengine - INFO - Epoch(train) [21][3220/3757] lr: 9.698e-03 eta: 1 day, 19:43:25 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 4.3612 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3494 loss: 3.3494 2022/06/25 16:51:18 - mmengine - INFO - Epoch(train) [21][3240/3757] lr: 9.698e-03 eta: 1 day, 19:43:19 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.7075 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7546 loss: 3.7546 2022/06/25 16:51:23 - mmengine - INFO - Epoch(train) [21][3260/3757] lr: 9.698e-03 eta: 1 day, 19:43:12 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.9973 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3934 loss: 3.3934 2022/06/25 16:51:28 - mmengine - INFO - Epoch(train) [21][3280/3757] lr: 9.698e-03 eta: 1 day, 19:43:06 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 4.6996 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4574 loss: 3.4574 2022/06/25 16:51:34 - mmengine - INFO - Epoch(train) [21][3300/3757] lr: 9.698e-03 eta: 1 day, 19:43:02 time: 0.257 data_time: 0.018 memory: 5036 grad_norm: 4.3022 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5460 loss: 3.5460 2022/06/25 16:51:39 - mmengine - INFO - Epoch(train) [21][3320/3757] lr: 9.698e-03 eta: 1 day, 19:42:56 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.0588 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.6678 loss: 3.6678 2022/06/25 16:51:44 - mmengine - INFO - Epoch(train) [21][3340/3757] lr: 9.698e-03 eta: 1 day, 19:42:51 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.9963 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1931 loss: 3.1931 2022/06/25 16:51:49 - mmengine - INFO - Epoch(train) [21][3360/3757] lr: 9.698e-03 eta: 1 day, 19:42:44 time: 0.271 data_time: 0.033 memory: 5036 grad_norm: 5.0196 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1681 loss: 3.1681 2022/06/25 16:51:55 - mmengine - INFO - Epoch(train) [21][3380/3757] lr: 9.698e-03 eta: 1 day, 19:42:41 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.1727 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4490 loss: 3.4490 2022/06/25 16:52:00 - mmengine - INFO - Epoch(train) [21][3400/3757] lr: 9.698e-03 eta: 1 day, 19:42:35 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.5453 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4355 loss: 3.4355 2022/06/25 16:52:05 - mmengine - INFO - Epoch(train) [21][3420/3757] lr: 9.698e-03 eta: 1 day, 19:42:31 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.3580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1256 loss: 3.1256 2022/06/25 16:52:11 - mmengine - INFO - Epoch(train) [21][3440/3757] lr: 9.698e-03 eta: 1 day, 19:42:25 time: 0.275 data_time: 0.038 memory: 5036 grad_norm: 4.6477 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3341 loss: 3.3341 2022/06/25 16:52:16 - mmengine - INFO - Epoch(train) [21][3460/3757] lr: 9.698e-03 eta: 1 day, 19:42:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2172 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6169 loss: 3.6169 2022/06/25 16:52:22 - mmengine - INFO - Epoch(train) [21][3480/3757] lr: 9.698e-03 eta: 1 day, 19:42:18 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.6944 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6369 loss: 3.6369 2022/06/25 16:52:27 - mmengine - INFO - Epoch(train) [21][3500/3757] lr: 9.698e-03 eta: 1 day, 19:42:13 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.5913 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2329 loss: 3.2329 2022/06/25 16:52:33 - mmengine - INFO - Epoch(train) [21][3520/3757] lr: 9.698e-03 eta: 1 day, 19:42:13 time: 0.284 data_time: 0.043 memory: 5036 grad_norm: 4.3549 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4636 loss: 3.4636 2022/06/25 16:52:38 - mmengine - INFO - Epoch(train) [21][3540/3757] lr: 9.698e-03 eta: 1 day, 19:42:07 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.7104 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0458 loss: 3.0458 2022/06/25 16:52:43 - mmengine - INFO - Epoch(train) [21][3560/3757] lr: 9.698e-03 eta: 1 day, 19:42:01 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.5879 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4036 loss: 3.4036 2022/06/25 16:52:48 - mmengine - INFO - Epoch(train) [21][3580/3757] lr: 9.698e-03 eta: 1 day, 19:41:56 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 5.0932 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2707 loss: 3.2707 2022/06/25 16:52:54 - mmengine - INFO - Epoch(train) [21][3600/3757] lr: 9.698e-03 eta: 1 day, 19:41:54 time: 0.255 data_time: 0.019 memory: 5036 grad_norm: 5.0004 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5875 loss: 3.5875 2022/06/25 16:52:59 - mmengine - INFO - Epoch(train) [21][3620/3757] lr: 9.698e-03 eta: 1 day, 19:41:47 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 4.6651 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3285 loss: 3.3285 2022/06/25 16:53:04 - mmengine - INFO - Epoch(train) [21][3640/3757] lr: 9.698e-03 eta: 1 day, 19:41:40 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.0253 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6727 loss: 3.6727 2022/06/25 16:53:09 - mmengine - INFO - Epoch(train) [21][3660/3757] lr: 9.698e-03 eta: 1 day, 19:41:33 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.0065 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.6463 loss: 3.6463 2022/06/25 16:53:15 - mmengine - INFO - Epoch(train) [21][3680/3757] lr: 9.698e-03 eta: 1 day, 19:41:28 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.3174 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1599 loss: 3.1599 2022/06/25 16:53:20 - mmengine - INFO - Epoch(train) [21][3700/3757] lr: 9.698e-03 eta: 1 day, 19:41:21 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 4.8000 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4066 loss: 3.4066 2022/06/25 16:53:25 - mmengine - INFO - Epoch(train) [21][3720/3757] lr: 9.698e-03 eta: 1 day, 19:41:14 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 4.8666 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0673 loss: 3.0673 2022/06/25 16:53:30 - mmengine - INFO - Epoch(train) [21][3740/3757] lr: 9.698e-03 eta: 1 day, 19:41:07 time: 0.235 data_time: 0.005 memory: 5036 grad_norm: 5.8010 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3177 loss: 3.3177 2022/06/25 16:53:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:53:34 - mmengine - INFO - Saving checkpoint at 21 epochs 2022/06/25 16:53:47 - mmengine - INFO - Epoch(val) [21][20/310] eta: 0:01:45 time: 0.103 data_time: 0.001 memory: 5036 2022/06/25 16:53:51 - mmengine - INFO - Epoch(val) [21][40/310] eta: 0:01:29 time: 0.128 data_time: 0.021 memory: 1723 2022/06/25 16:53:56 - mmengine - INFO - Epoch(val) [21][60/310] eta: 0:00:26 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 16:54:01 - mmengine - INFO - Epoch(val) [21][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:54:08 - mmengine - INFO - Epoch(val) [21][100/310] eta: 0:01:19 time: 0.104 data_time: 0.001 memory: 1723 2022/06/25 16:54:13 - mmengine - INFO - Epoch(val) [21][120/310] eta: 0:01:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:54:17 - mmengine - INFO - Epoch(val) [21][140/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:54:22 - mmengine - INFO - Epoch(val) [21][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:54:29 - mmengine - INFO - Epoch(val) [21][180/310] eta: 0:00:45 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:54:33 - mmengine - INFO - Epoch(val) [21][200/310] eta: 0:00:38 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 16:54:38 - mmengine - INFO - Epoch(val) [21][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 16:54:43 - mmengine - INFO - Epoch(val) [21][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:54:50 - mmengine - INFO - Epoch(val) [21][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 16:54:54 - mmengine - INFO - Epoch(val) [21][280/310] eta: 0:00:09 time: 0.110 data_time: 0.002 memory: 1723 2022/06/25 16:54:56 - mmengine - INFO - Epoch(val) [21][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 16:54:58 - mmengine - INFO - Epoch(val) [21][310/310] acc/top1: 0.3379 acc/top5: 0.6070 acc/mean1: 0.3376 2022/06/25 16:55:08 - mmengine - INFO - Epoch(train) [22][20/3757] lr: 9.668e-03 eta: 1 day, 19:41:17 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.3859 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4770 loss: 3.4770 2022/06/25 16:55:13 - mmengine - INFO - Epoch(train) [22][40/3757] lr: 9.668e-03 eta: 1 day, 19:41:11 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.2162 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2316 loss: 3.2316 2022/06/25 16:55:19 - mmengine - INFO - Epoch(train) [22][60/3757] lr: 9.668e-03 eta: 1 day, 19:41:06 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.2605 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4035 loss: 3.4035 2022/06/25 16:55:24 - mmengine - INFO - Epoch(train) [22][80/3757] lr: 9.668e-03 eta: 1 day, 19:41:02 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.3652 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4175 loss: 3.4175 2022/06/25 16:55:29 - mmengine - INFO - Epoch(train) [22][100/3757] lr: 9.668e-03 eta: 1 day, 19:40:57 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.8705 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3192 loss: 3.3192 2022/06/25 16:55:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:55:34 - mmengine - INFO - Epoch(train) [22][120/3757] lr: 9.668e-03 eta: 1 day, 19:40:50 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.8855 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3335 loss: 3.3335 2022/06/25 16:55:40 - mmengine - INFO - Epoch(train) [22][140/3757] lr: 9.668e-03 eta: 1 day, 19:40:44 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.9723 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4874 loss: 3.4874 2022/06/25 16:55:45 - mmengine - INFO - Epoch(train) [22][160/3757] lr: 9.668e-03 eta: 1 day, 19:40:40 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.5612 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5245 loss: 3.5245 2022/06/25 16:55:50 - mmengine - INFO - Epoch(train) [22][180/3757] lr: 9.668e-03 eta: 1 day, 19:40:35 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.7613 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4745 loss: 3.4745 2022/06/25 16:55:55 - mmengine - INFO - Epoch(train) [22][200/3757] lr: 9.668e-03 eta: 1 day, 19:40:29 time: 0.241 data_time: 0.005 memory: 5036 grad_norm: 5.2005 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5375 loss: 3.5375 2022/06/25 16:56:01 - mmengine - INFO - Epoch(train) [22][220/3757] lr: 9.668e-03 eta: 1 day, 19:40:25 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.8706 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5705 loss: 3.5705 2022/06/25 16:56:06 - mmengine - INFO - Epoch(train) [22][240/3757] lr: 9.668e-03 eta: 1 day, 19:40:20 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.8371 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3847 loss: 3.3847 2022/06/25 16:56:11 - mmengine - INFO - Epoch(train) [22][260/3757] lr: 9.668e-03 eta: 1 day, 19:40:15 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.1926 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6816 loss: 3.6816 2022/06/25 16:56:17 - mmengine - INFO - Epoch(train) [22][280/3757] lr: 9.668e-03 eta: 1 day, 19:40:09 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6259 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6988 loss: 3.6988 2022/06/25 16:56:22 - mmengine - INFO - Epoch(train) [22][300/3757] lr: 9.668e-03 eta: 1 day, 19:40:05 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 4.7252 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8368 loss: 3.8368 2022/06/25 16:56:27 - mmengine - INFO - Epoch(train) [22][320/3757] lr: 9.668e-03 eta: 1 day, 19:39:58 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.6058 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1657 loss: 3.1657 2022/06/25 16:56:33 - mmengine - INFO - Epoch(train) [22][340/3757] lr: 9.668e-03 eta: 1 day, 19:39:55 time: 0.518 data_time: 0.002 memory: 5036 grad_norm: 4.7324 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0049 loss: 3.0049 2022/06/25 16:56:38 - mmengine - INFO - Epoch(train) [22][360/3757] lr: 9.668e-03 eta: 1 day, 19:39:50 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6410 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3717 loss: 3.3717 2022/06/25 16:56:44 - mmengine - INFO - Epoch(train) [22][380/3757] lr: 9.668e-03 eta: 1 day, 19:39:48 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.0726 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5447 loss: 3.5447 2022/06/25 16:56:49 - mmengine - INFO - Epoch(train) [22][400/3757] lr: 9.668e-03 eta: 1 day, 19:39:42 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.6393 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3450 loss: 3.3450 2022/06/25 16:56:54 - mmengine - INFO - Epoch(train) [22][420/3757] lr: 9.668e-03 eta: 1 day, 19:39:37 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 4.6830 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3155 loss: 3.3155 2022/06/25 16:56:59 - mmengine - INFO - Epoch(train) [22][440/3757] lr: 9.668e-03 eta: 1 day, 19:39:31 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.2027 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8812 loss: 3.8812 2022/06/25 16:57:05 - mmengine - INFO - Epoch(train) [22][460/3757] lr: 9.668e-03 eta: 1 day, 19:39:28 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.4809 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.7489 loss: 3.7489 2022/06/25 16:57:10 - mmengine - INFO - Epoch(train) [22][480/3757] lr: 9.668e-03 eta: 1 day, 19:39:21 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 5.2708 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4636 loss: 3.4636 2022/06/25 16:57:15 - mmengine - INFO - Epoch(train) [22][500/3757] lr: 9.668e-03 eta: 1 day, 19:39:15 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.8582 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0629 loss: 3.0629 2022/06/25 16:57:20 - mmengine - INFO - Epoch(train) [22][520/3757] lr: 9.668e-03 eta: 1 day, 19:39:08 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.8916 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3333 loss: 3.3333 2022/06/25 16:57:25 - mmengine - INFO - Epoch(train) [22][540/3757] lr: 9.668e-03 eta: 1 day, 19:39:02 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.3194 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2084 loss: 3.2084 2022/06/25 16:57:31 - mmengine - INFO - Epoch(train) [22][560/3757] lr: 9.668e-03 eta: 1 day, 19:38:55 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.8175 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7280 loss: 3.7280 2022/06/25 16:57:36 - mmengine - INFO - Epoch(train) [22][580/3757] lr: 9.668e-03 eta: 1 day, 19:38:50 time: 0.268 data_time: 0.005 memory: 5036 grad_norm: 4.2130 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2847 loss: 3.2847 2022/06/25 16:57:41 - mmengine - INFO - Epoch(train) [22][600/3757] lr: 9.668e-03 eta: 1 day, 19:38:43 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.8526 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6780 loss: 3.6780 2022/06/25 16:57:46 - mmengine - INFO - Epoch(train) [22][620/3757] lr: 9.668e-03 eta: 1 day, 19:38:38 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 4.4202 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6210 loss: 3.6210 2022/06/25 16:57:51 - mmengine - INFO - Epoch(train) [22][640/3757] lr: 9.668e-03 eta: 1 day, 19:38:31 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.6146 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2508 loss: 3.2508 2022/06/25 16:57:57 - mmengine - INFO - Epoch(train) [22][660/3757] lr: 9.668e-03 eta: 1 day, 19:38:27 time: 0.267 data_time: 0.013 memory: 5036 grad_norm: 4.3269 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6499 loss: 3.6499 2022/06/25 16:58:02 - mmengine - INFO - Epoch(train) [22][680/3757] lr: 9.668e-03 eta: 1 day, 19:38:21 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 4.2611 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3062 loss: 3.3062 2022/06/25 16:58:07 - mmengine - INFO - Epoch(train) [22][700/3757] lr: 9.668e-03 eta: 1 day, 19:38:15 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4263 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1479 loss: 3.1479 2022/06/25 16:58:12 - mmengine - INFO - Epoch(train) [22][720/3757] lr: 9.668e-03 eta: 1 day, 19:38:08 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.6098 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2012 loss: 3.2012 2022/06/25 16:58:17 - mmengine - INFO - Epoch(train) [22][740/3757] lr: 9.668e-03 eta: 1 day, 19:38:03 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.2933 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7154 loss: 3.7154 2022/06/25 16:58:22 - mmengine - INFO - Epoch(train) [22][760/3757] lr: 9.668e-03 eta: 1 day, 19:37:57 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.8080 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3773 loss: 3.3773 2022/06/25 16:58:28 - mmengine - INFO - Epoch(train) [22][780/3757] lr: 9.668e-03 eta: 1 day, 19:37:51 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.0628 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4452 loss: 3.4452 2022/06/25 16:58:33 - mmengine - INFO - Epoch(train) [22][800/3757] lr: 9.668e-03 eta: 1 day, 19:37:45 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.3895 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1725 loss: 3.1725 2022/06/25 16:58:38 - mmengine - INFO - Epoch(train) [22][820/3757] lr: 9.668e-03 eta: 1 day, 19:37:40 time: 0.341 data_time: 0.014 memory: 5036 grad_norm: 4.4148 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3810 loss: 3.3810 2022/06/25 16:58:43 - mmengine - INFO - Epoch(train) [22][840/3757] lr: 9.668e-03 eta: 1 day, 19:37:35 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 4.8290 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5378 loss: 3.5378 2022/06/25 16:58:49 - mmengine - INFO - Epoch(train) [22][860/3757] lr: 9.668e-03 eta: 1 day, 19:37:29 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.1745 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5079 loss: 3.5079 2022/06/25 16:58:54 - mmengine - INFO - Epoch(train) [22][880/3757] lr: 9.668e-03 eta: 1 day, 19:37:23 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.4408 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6535 loss: 3.6535 2022/06/25 16:58:59 - mmengine - INFO - Epoch(train) [22][900/3757] lr: 9.668e-03 eta: 1 day, 19:37:17 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.7906 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5014 loss: 3.5014 2022/06/25 16:59:04 - mmengine - INFO - Epoch(train) [22][920/3757] lr: 9.668e-03 eta: 1 day, 19:37:12 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.4818 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 3.4753 loss: 3.4753 2022/06/25 16:59:09 - mmengine - INFO - Epoch(train) [22][940/3757] lr: 9.668e-03 eta: 1 day, 19:37:06 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.9657 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9368 loss: 2.9368 2022/06/25 16:59:15 - mmengine - INFO - Epoch(train) [22][960/3757] lr: 9.668e-03 eta: 1 day, 19:37:01 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.9324 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4722 loss: 3.4722 2022/06/25 16:59:20 - mmengine - INFO - Epoch(train) [22][980/3757] lr: 9.668e-03 eta: 1 day, 19:36:55 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 4.5347 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7085 loss: 3.7085 2022/06/25 16:59:25 - mmengine - INFO - Epoch(train) [22][1000/3757] lr: 9.668e-03 eta: 1 day, 19:36:49 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.2691 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.6848 loss: 3.6848 2022/06/25 16:59:30 - mmengine - INFO - Epoch(train) [22][1020/3757] lr: 9.668e-03 eta: 1 day, 19:36:43 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7031 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8358 loss: 3.8358 2022/06/25 16:59:36 - mmengine - INFO - Epoch(train) [22][1040/3757] lr: 9.668e-03 eta: 1 day, 19:36:40 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.8326 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0070 loss: 3.0070 2022/06/25 16:59:41 - mmengine - INFO - Epoch(train) [22][1060/3757] lr: 9.668e-03 eta: 1 day, 19:36:35 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 4.2741 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0985 loss: 3.0985 2022/06/25 16:59:46 - mmengine - INFO - Epoch(train) [22][1080/3757] lr: 9.668e-03 eta: 1 day, 19:36:29 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.2393 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7295 loss: 3.7295 2022/06/25 16:59:52 - mmengine - INFO - Epoch(train) [22][1100/3757] lr: 9.668e-03 eta: 1 day, 19:36:24 time: 0.374 data_time: 0.002 memory: 5036 grad_norm: 4.4301 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6647 loss: 3.6647 2022/06/25 16:59:53 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 16:59:57 - mmengine - INFO - Epoch(train) [22][1120/3757] lr: 9.668e-03 eta: 1 day, 19:36:20 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 3.7734 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5556 loss: 3.5556 2022/06/25 17:00:02 - mmengine - INFO - Epoch(train) [22][1140/3757] lr: 9.668e-03 eta: 1 day, 19:36:15 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.5408 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1490 loss: 3.1490 2022/06/25 17:00:07 - mmengine - INFO - Epoch(train) [22][1160/3757] lr: 9.668e-03 eta: 1 day, 19:36:09 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 4.4477 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4586 loss: 3.4586 2022/06/25 17:00:13 - mmengine - INFO - Epoch(train) [22][1180/3757] lr: 9.668e-03 eta: 1 day, 19:36:05 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.3543 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6456 loss: 3.6456 2022/06/25 17:00:18 - mmengine - INFO - Epoch(train) [22][1200/3757] lr: 9.668e-03 eta: 1 day, 19:35:59 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.3269 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2894 loss: 3.2894 2022/06/25 17:00:23 - mmengine - INFO - Epoch(train) [22][1220/3757] lr: 9.668e-03 eta: 1 day, 19:35:53 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.8352 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2198 loss: 3.2198 2022/06/25 17:00:29 - mmengine - INFO - Epoch(train) [22][1240/3757] lr: 9.668e-03 eta: 1 day, 19:35:47 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.1252 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4225 loss: 3.4225 2022/06/25 17:00:34 - mmengine - INFO - Epoch(train) [22][1260/3757] lr: 9.668e-03 eta: 1 day, 19:35:47 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.1182 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1841 loss: 3.1841 2022/06/25 17:00:40 - mmengine - INFO - Epoch(train) [22][1280/3757] lr: 9.668e-03 eta: 1 day, 19:35:41 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.3231 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3904 loss: 3.3904 2022/06/25 17:00:45 - mmengine - INFO - Epoch(train) [22][1300/3757] lr: 9.668e-03 eta: 1 day, 19:35:35 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.2470 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.6370 loss: 3.6370 2022/06/25 17:00:50 - mmengine - INFO - Epoch(train) [22][1320/3757] lr: 9.668e-03 eta: 1 day, 19:35:29 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.1833 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3821 loss: 3.3821 2022/06/25 17:00:55 - mmengine - INFO - Epoch(train) [22][1340/3757] lr: 9.668e-03 eta: 1 day, 19:35:23 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.5231 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4602 loss: 3.4602 2022/06/25 17:01:00 - mmengine - INFO - Epoch(train) [22][1360/3757] lr: 9.668e-03 eta: 1 day, 19:35:17 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.5042 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7150 loss: 3.7150 2022/06/25 17:01:06 - mmengine - INFO - Epoch(train) [22][1380/3757] lr: 9.668e-03 eta: 1 day, 19:35:11 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.5681 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6371 loss: 3.6371 2022/06/25 17:01:11 - mmengine - INFO - Epoch(train) [22][1400/3757] lr: 9.668e-03 eta: 1 day, 19:35:05 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6629 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.3517 loss: 3.3517 2022/06/25 17:01:17 - mmengine - INFO - Epoch(train) [22][1420/3757] lr: 9.668e-03 eta: 1 day, 19:35:04 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.0442 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5048 loss: 3.5048 2022/06/25 17:01:22 - mmengine - INFO - Epoch(train) [22][1440/3757] lr: 9.668e-03 eta: 1 day, 19:34:57 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.1953 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1418 loss: 3.1418 2022/06/25 17:01:27 - mmengine - INFO - Epoch(train) [22][1460/3757] lr: 9.668e-03 eta: 1 day, 19:34:51 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 3.7790 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8413 loss: 3.8413 2022/06/25 17:01:32 - mmengine - INFO - Epoch(train) [22][1480/3757] lr: 9.668e-03 eta: 1 day, 19:34:45 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.5012 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6782 loss: 3.6782 2022/06/25 17:01:37 - mmengine - INFO - Epoch(train) [22][1500/3757] lr: 9.668e-03 eta: 1 day, 19:34:38 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.4829 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7610 loss: 3.7610 2022/06/25 17:01:42 - mmengine - INFO - Epoch(train) [22][1520/3757] lr: 9.668e-03 eta: 1 day, 19:34:32 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.4815 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3234 loss: 3.3234 2022/06/25 17:01:47 - mmengine - INFO - Epoch(train) [22][1540/3757] lr: 9.668e-03 eta: 1 day, 19:34:25 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 4.6977 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1060 loss: 3.1060 2022/06/25 17:01:52 - mmengine - INFO - Epoch(train) [22][1560/3757] lr: 9.668e-03 eta: 1 day, 19:34:19 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3180 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 4.0360 loss: 4.0360 2022/06/25 17:01:57 - mmengine - INFO - Epoch(train) [22][1580/3757] lr: 9.668e-03 eta: 1 day, 19:34:13 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8377 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3285 loss: 3.3285 2022/06/25 17:02:02 - mmengine - INFO - Epoch(train) [22][1600/3757] lr: 9.668e-03 eta: 1 day, 19:34:06 time: 0.248 data_time: 0.012 memory: 5036 grad_norm: 4.4978 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3530 loss: 3.3530 2022/06/25 17:02:08 - mmengine - INFO - Epoch(train) [22][1620/3757] lr: 9.668e-03 eta: 1 day, 19:33:59 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.6538 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9405 loss: 2.9405 2022/06/25 17:02:13 - mmengine - INFO - Epoch(train) [22][1640/3757] lr: 9.668e-03 eta: 1 day, 19:33:53 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 3.9482 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2528 loss: 3.2528 2022/06/25 17:02:18 - mmengine - INFO - Epoch(train) [22][1660/3757] lr: 9.668e-03 eta: 1 day, 19:33:47 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.5243 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1660 loss: 3.1660 2022/06/25 17:02:23 - mmengine - INFO - Epoch(train) [22][1680/3757] lr: 9.668e-03 eta: 1 day, 19:33:40 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 4.3972 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8956 loss: 3.8956 2022/06/25 17:02:28 - mmengine - INFO - Epoch(train) [22][1700/3757] lr: 9.668e-03 eta: 1 day, 19:33:34 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 4.3273 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2930 loss: 3.2930 2022/06/25 17:02:34 - mmengine - INFO - Epoch(train) [22][1720/3757] lr: 9.668e-03 eta: 1 day, 19:33:32 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4376 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1066 loss: 3.1066 2022/06/25 17:02:39 - mmengine - INFO - Epoch(train) [22][1740/3757] lr: 9.668e-03 eta: 1 day, 19:33:26 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.4173 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1194 loss: 3.1194 2022/06/25 17:02:44 - mmengine - INFO - Epoch(train) [22][1760/3757] lr: 9.668e-03 eta: 1 day, 19:33:19 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 4.8267 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1947 loss: 3.1947 2022/06/25 17:02:49 - mmengine - INFO - Epoch(train) [22][1780/3757] lr: 9.668e-03 eta: 1 day, 19:33:13 time: 0.253 data_time: 0.018 memory: 5036 grad_norm: 4.4537 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2303 loss: 3.2303 2022/06/25 17:02:54 - mmengine - INFO - Epoch(train) [22][1800/3757] lr: 9.668e-03 eta: 1 day, 19:33:08 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.4686 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2183 loss: 3.2183 2022/06/25 17:03:00 - mmengine - INFO - Epoch(train) [22][1820/3757] lr: 9.668e-03 eta: 1 day, 19:33:01 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7866 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2598 loss: 3.2598 2022/06/25 17:03:05 - mmengine - INFO - Epoch(train) [22][1840/3757] lr: 9.668e-03 eta: 1 day, 19:32:55 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.4329 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5267 loss: 3.5267 2022/06/25 17:03:10 - mmengine - INFO - Epoch(train) [22][1860/3757] lr: 9.668e-03 eta: 1 day, 19:32:50 time: 0.262 data_time: 0.016 memory: 5036 grad_norm: 4.7794 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6667 loss: 3.6667 2022/06/25 17:03:15 - mmengine - INFO - Epoch(train) [22][1880/3757] lr: 9.668e-03 eta: 1 day, 19:32:44 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.1669 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2851 loss: 3.2851 2022/06/25 17:03:21 - mmengine - INFO - Epoch(train) [22][1900/3757] lr: 9.668e-03 eta: 1 day, 19:32:40 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.8093 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2374 loss: 3.2374 2022/06/25 17:03:26 - mmengine - INFO - Epoch(train) [22][1920/3757] lr: 9.668e-03 eta: 1 day, 19:32:36 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.4303 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0395 loss: 3.0395 2022/06/25 17:03:31 - mmengine - INFO - Epoch(train) [22][1940/3757] lr: 9.668e-03 eta: 1 day, 19:32:30 time: 0.262 data_time: 0.023 memory: 5036 grad_norm: 4.6700 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2266 loss: 3.2266 2022/06/25 17:03:37 - mmengine - INFO - Epoch(train) [22][1960/3757] lr: 9.668e-03 eta: 1 day, 19:32:26 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.9428 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1629 loss: 3.1629 2022/06/25 17:03:42 - mmengine - INFO - Epoch(train) [22][1980/3757] lr: 9.668e-03 eta: 1 day, 19:32:23 time: 0.548 data_time: 0.002 memory: 5036 grad_norm: 5.2694 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4506 loss: 3.4506 2022/06/25 17:03:48 - mmengine - INFO - Epoch(train) [22][2000/3757] lr: 9.668e-03 eta: 1 day, 19:32:18 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.7491 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6157 loss: 3.6157 2022/06/25 17:03:53 - mmengine - INFO - Epoch(train) [22][2020/3757] lr: 9.668e-03 eta: 1 day, 19:32:12 time: 0.260 data_time: 0.019 memory: 5036 grad_norm: 4.2095 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4276 loss: 3.4276 2022/06/25 17:03:58 - mmengine - INFO - Epoch(train) [22][2040/3757] lr: 9.668e-03 eta: 1 day, 19:32:06 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.8304 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3236 loss: 3.3236 2022/06/25 17:04:03 - mmengine - INFO - Epoch(train) [22][2060/3757] lr: 9.668e-03 eta: 1 day, 19:32:02 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.8727 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3925 loss: 3.3925 2022/06/25 17:04:09 - mmengine - INFO - Epoch(train) [22][2080/3757] lr: 9.668e-03 eta: 1 day, 19:31:56 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.8591 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.7090 loss: 3.7090 2022/06/25 17:04:14 - mmengine - INFO - Epoch(train) [22][2100/3757] lr: 9.668e-03 eta: 1 day, 19:31:52 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 4.8874 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1267 loss: 3.1267 2022/06/25 17:04:15 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:04:19 - mmengine - INFO - Epoch(train) [22][2120/3757] lr: 9.668e-03 eta: 1 day, 19:31:46 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.2770 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2766 loss: 3.2766 2022/06/25 17:04:24 - mmengine - INFO - Epoch(train) [22][2140/3757] lr: 9.668e-03 eta: 1 day, 19:31:41 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.1911 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0325 loss: 3.0325 2022/06/25 17:04:30 - mmengine - INFO - Epoch(train) [22][2160/3757] lr: 9.668e-03 eta: 1 day, 19:31:35 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 4.5989 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3005 loss: 3.3005 2022/06/25 17:04:35 - mmengine - INFO - Epoch(train) [22][2180/3757] lr: 9.668e-03 eta: 1 day, 19:31:29 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.8538 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4814 loss: 3.4814 2022/06/25 17:04:40 - mmengine - INFO - Epoch(train) [22][2200/3757] lr: 9.668e-03 eta: 1 day, 19:31:23 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.7443 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0392 loss: 3.0392 2022/06/25 17:04:46 - mmengine - INFO - Epoch(train) [22][2220/3757] lr: 9.668e-03 eta: 1 day, 19:31:21 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.4627 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5379 loss: 3.5379 2022/06/25 17:04:51 - mmengine - INFO - Epoch(train) [22][2240/3757] lr: 9.668e-03 eta: 1 day, 19:31:15 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.6787 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4897 loss: 3.4897 2022/06/25 17:04:56 - mmengine - INFO - Epoch(train) [22][2260/3757] lr: 9.668e-03 eta: 1 day, 19:31:09 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.2617 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0867 loss: 3.0867 2022/06/25 17:05:01 - mmengine - INFO - Epoch(train) [22][2280/3757] lr: 9.668e-03 eta: 1 day, 19:31:02 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.5960 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9311 loss: 2.9311 2022/06/25 17:05:06 - mmengine - INFO - Epoch(train) [22][2300/3757] lr: 9.668e-03 eta: 1 day, 19:30:57 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.7662 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7454 loss: 3.7454 2022/06/25 17:05:11 - mmengine - INFO - Epoch(train) [22][2320/3757] lr: 9.668e-03 eta: 1 day, 19:30:50 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.9417 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8001 loss: 2.8001 2022/06/25 17:05:16 - mmengine - INFO - Epoch(train) [22][2340/3757] lr: 9.668e-03 eta: 1 day, 19:30:44 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7220 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1159 loss: 3.1159 2022/06/25 17:05:22 - mmengine - INFO - Epoch(train) [22][2360/3757] lr: 9.668e-03 eta: 1 day, 19:30:37 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.5693 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2058 loss: 3.2058 2022/06/25 17:05:27 - mmengine - INFO - Epoch(train) [22][2380/3757] lr: 9.668e-03 eta: 1 day, 19:30:35 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.9639 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3720 loss: 3.3720 2022/06/25 17:05:32 - mmengine - INFO - Epoch(train) [22][2400/3757] lr: 9.668e-03 eta: 1 day, 19:30:28 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.8192 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0792 loss: 3.0792 2022/06/25 17:05:38 - mmengine - INFO - Epoch(train) [22][2420/3757] lr: 9.668e-03 eta: 1 day, 19:30:22 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.0442 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1278 loss: 3.1278 2022/06/25 17:05:43 - mmengine - INFO - Epoch(train) [22][2440/3757] lr: 9.668e-03 eta: 1 day, 19:30:17 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 4.7819 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9561 loss: 2.9561 2022/06/25 17:05:48 - mmengine - INFO - Epoch(train) [22][2460/3757] lr: 9.668e-03 eta: 1 day, 19:30:11 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.8162 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4067 loss: 3.4067 2022/06/25 17:05:53 - mmengine - INFO - Epoch(train) [22][2480/3757] lr: 9.668e-03 eta: 1 day, 19:30:05 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4470 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9967 loss: 2.9967 2022/06/25 17:05:58 - mmengine - INFO - Epoch(train) [22][2500/3757] lr: 9.668e-03 eta: 1 day, 19:29:59 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.4745 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4081 loss: 3.4081 2022/06/25 17:06:04 - mmengine - INFO - Epoch(train) [22][2520/3757] lr: 9.668e-03 eta: 1 day, 19:29:53 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.0839 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4806 loss: 3.4806 2022/06/25 17:06:09 - mmengine - INFO - Epoch(train) [22][2540/3757] lr: 9.668e-03 eta: 1 day, 19:29:47 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.7350 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4466 loss: 3.4466 2022/06/25 17:06:14 - mmengine - INFO - Epoch(train) [22][2560/3757] lr: 9.668e-03 eta: 1 day, 19:29:41 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.3973 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0354 loss: 3.0354 2022/06/25 17:06:19 - mmengine - INFO - Epoch(train) [22][2580/3757] lr: 9.668e-03 eta: 1 day, 19:29:35 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 3.8189 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0182 loss: 3.0182 2022/06/25 17:06:24 - mmengine - INFO - Epoch(train) [22][2600/3757] lr: 9.668e-03 eta: 1 day, 19:29:30 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.8174 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1992 loss: 3.1992 2022/06/25 17:06:29 - mmengine - INFO - Epoch(train) [22][2620/3757] lr: 9.668e-03 eta: 1 day, 19:29:24 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.2412 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3681 loss: 3.3681 2022/06/25 17:06:35 - mmengine - INFO - Epoch(train) [22][2640/3757] lr: 9.668e-03 eta: 1 day, 19:29:18 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.6389 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2651 loss: 3.2651 2022/06/25 17:06:40 - mmengine - INFO - Epoch(train) [22][2660/3757] lr: 9.668e-03 eta: 1 day, 19:29:12 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 4.8505 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9252 loss: 2.9252 2022/06/25 17:06:45 - mmengine - INFO - Epoch(train) [22][2680/3757] lr: 9.668e-03 eta: 1 day, 19:29:06 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.5253 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1717 loss: 3.1717 2022/06/25 17:06:50 - mmengine - INFO - Epoch(train) [22][2700/3757] lr: 9.668e-03 eta: 1 day, 19:29:00 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.0923 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2751 loss: 3.2751 2022/06/25 17:06:55 - mmengine - INFO - Epoch(train) [22][2720/3757] lr: 9.668e-03 eta: 1 day, 19:28:54 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.8967 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.7776 loss: 3.7776 2022/06/25 17:07:01 - mmengine - INFO - Epoch(train) [22][2740/3757] lr: 9.668e-03 eta: 1 day, 19:28:48 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.5991 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1867 loss: 3.1867 2022/06/25 17:07:06 - mmengine - INFO - Epoch(train) [22][2760/3757] lr: 9.668e-03 eta: 1 day, 19:28:44 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.8198 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1792 loss: 3.1792 2022/06/25 17:07:11 - mmengine - INFO - Epoch(train) [22][2780/3757] lr: 9.668e-03 eta: 1 day, 19:28:38 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 4.2927 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5280 loss: 3.5280 2022/06/25 17:07:16 - mmengine - INFO - Epoch(train) [22][2800/3757] lr: 9.668e-03 eta: 1 day, 19:28:31 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.4250 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6595 loss: 3.6595 2022/06/25 17:07:22 - mmengine - INFO - Epoch(train) [22][2820/3757] lr: 9.668e-03 eta: 1 day, 19:28:27 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.4847 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2115 loss: 3.2115 2022/06/25 17:07:27 - mmengine - INFO - Epoch(train) [22][2840/3757] lr: 9.668e-03 eta: 1 day, 19:28:21 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.0077 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4088 loss: 3.4088 2022/06/25 17:07:32 - mmengine - INFO - Epoch(train) [22][2860/3757] lr: 9.668e-03 eta: 1 day, 19:28:14 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.8382 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3091 loss: 3.3091 2022/06/25 17:07:38 - mmengine - INFO - Epoch(train) [22][2880/3757] lr: 9.668e-03 eta: 1 day, 19:28:13 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.7311 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0985 loss: 3.0985 2022/06/25 17:07:43 - mmengine - INFO - Epoch(train) [22][2900/3757] lr: 9.668e-03 eta: 1 day, 19:28:07 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.2165 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5083 loss: 3.5083 2022/06/25 17:07:48 - mmengine - INFO - Epoch(train) [22][2920/3757] lr: 9.668e-03 eta: 1 day, 19:28:01 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.5045 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7932 loss: 3.7932 2022/06/25 17:07:53 - mmengine - INFO - Epoch(train) [22][2940/3757] lr: 9.668e-03 eta: 1 day, 19:27:55 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.6701 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4409 loss: 3.4409 2022/06/25 17:07:58 - mmengine - INFO - Epoch(train) [22][2960/3757] lr: 9.668e-03 eta: 1 day, 19:27:49 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 4.5595 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3443 loss: 3.3443 2022/06/25 17:08:04 - mmengine - INFO - Epoch(train) [22][2980/3757] lr: 9.668e-03 eta: 1 day, 19:27:47 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.1126 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4729 loss: 3.4729 2022/06/25 17:08:09 - mmengine - INFO - Epoch(train) [22][3000/3757] lr: 9.668e-03 eta: 1 day, 19:27:41 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.1957 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2369 loss: 3.2369 2022/06/25 17:08:14 - mmengine - INFO - Epoch(train) [22][3020/3757] lr: 9.668e-03 eta: 1 day, 19:27:34 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.4817 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5445 loss: 3.5445 2022/06/25 17:08:19 - mmengine - INFO - Epoch(train) [22][3040/3757] lr: 9.668e-03 eta: 1 day, 19:27:28 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.4866 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7262 loss: 3.7262 2022/06/25 17:08:25 - mmengine - INFO - Epoch(train) [22][3060/3757] lr: 9.668e-03 eta: 1 day, 19:27:22 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.7730 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5684 loss: 3.5684 2022/06/25 17:08:30 - mmengine - INFO - Epoch(train) [22][3080/3757] lr: 9.668e-03 eta: 1 day, 19:27:16 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.9648 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7774 loss: 3.7774 2022/06/25 17:08:35 - mmengine - INFO - Epoch(train) [22][3100/3757] lr: 9.668e-03 eta: 1 day, 19:27:09 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6495 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3604 loss: 3.3604 2022/06/25 17:08:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:08:40 - mmengine - INFO - Epoch(train) [22][3120/3757] lr: 9.668e-03 eta: 1 day, 19:27:05 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.0133 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5642 loss: 3.5642 2022/06/25 17:08:46 - mmengine - INFO - Epoch(train) [22][3140/3757] lr: 9.668e-03 eta: 1 day, 19:27:03 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.6089 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1264 loss: 3.1264 2022/06/25 17:08:51 - mmengine - INFO - Epoch(train) [22][3160/3757] lr: 9.668e-03 eta: 1 day, 19:26:56 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.9521 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7749 loss: 2.7749 2022/06/25 17:08:56 - mmengine - INFO - Epoch(train) [22][3180/3757] lr: 9.668e-03 eta: 1 day, 19:26:50 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4891 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6833 loss: 3.6833 2022/06/25 17:09:01 - mmengine - INFO - Epoch(train) [22][3200/3757] lr: 9.668e-03 eta: 1 day, 19:26:43 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 4.5334 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2667 loss: 3.2667 2022/06/25 17:09:07 - mmengine - INFO - Epoch(train) [22][3220/3757] lr: 9.668e-03 eta: 1 day, 19:26:39 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 4.5510 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4387 loss: 3.4387 2022/06/25 17:09:12 - mmengine - INFO - Epoch(train) [22][3240/3757] lr: 9.668e-03 eta: 1 day, 19:26:33 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.0329 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3653 loss: 3.3653 2022/06/25 17:09:17 - mmengine - INFO - Epoch(train) [22][3260/3757] lr: 9.668e-03 eta: 1 day, 19:26:27 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.1962 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3932 loss: 3.3932 2022/06/25 17:09:22 - mmengine - INFO - Epoch(train) [22][3280/3757] lr: 9.668e-03 eta: 1 day, 19:26:20 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.6462 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4046 loss: 3.4046 2022/06/25 17:09:28 - mmengine - INFO - Epoch(train) [22][3300/3757] lr: 9.668e-03 eta: 1 day, 19:26:18 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.9673 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5670 loss: 3.5670 2022/06/25 17:09:33 - mmengine - INFO - Epoch(train) [22][3320/3757] lr: 9.668e-03 eta: 1 day, 19:26:12 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.6414 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1987 loss: 3.1987 2022/06/25 17:09:38 - mmengine - INFO - Epoch(train) [22][3340/3757] lr: 9.668e-03 eta: 1 day, 19:26:06 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.8111 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9197 loss: 2.9197 2022/06/25 17:09:43 - mmengine - INFO - Epoch(train) [22][3360/3757] lr: 9.668e-03 eta: 1 day, 19:26:01 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.6216 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2411 loss: 3.2411 2022/06/25 17:09:49 - mmengine - INFO - Epoch(train) [22][3380/3757] lr: 9.668e-03 eta: 1 day, 19:25:55 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.1085 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2888 loss: 3.2888 2022/06/25 17:09:54 - mmengine - INFO - Epoch(train) [22][3400/3757] lr: 9.668e-03 eta: 1 day, 19:25:49 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.3971 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1006 loss: 3.1006 2022/06/25 17:09:59 - mmengine - INFO - Epoch(train) [22][3420/3757] lr: 9.668e-03 eta: 1 day, 19:25:44 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.8771 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5676 loss: 3.5676 2022/06/25 17:10:05 - mmengine - INFO - Epoch(train) [22][3440/3757] lr: 9.668e-03 eta: 1 day, 19:25:43 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.6083 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3346 loss: 3.3346 2022/06/25 17:10:10 - mmengine - INFO - Epoch(train) [22][3460/3757] lr: 9.668e-03 eta: 1 day, 19:25:37 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.8712 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5287 loss: 3.5287 2022/06/25 17:10:15 - mmengine - INFO - Epoch(train) [22][3480/3757] lr: 9.668e-03 eta: 1 day, 19:25:31 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5009 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0062 loss: 3.0062 2022/06/25 17:10:21 - mmengine - INFO - Epoch(train) [22][3500/3757] lr: 9.668e-03 eta: 1 day, 19:25:27 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.0425 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1798 loss: 3.1798 2022/06/25 17:10:26 - mmengine - INFO - Epoch(train) [22][3520/3757] lr: 9.668e-03 eta: 1 day, 19:25:21 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.1823 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5303 loss: 3.5303 2022/06/25 17:10:31 - mmengine - INFO - Epoch(train) [22][3540/3757] lr: 9.668e-03 eta: 1 day, 19:25:15 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6453 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5865 loss: 3.5865 2022/06/25 17:10:37 - mmengine - INFO - Epoch(train) [22][3560/3757] lr: 9.668e-03 eta: 1 day, 19:25:14 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.9364 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.8957 loss: 3.8957 2022/06/25 17:10:42 - mmengine - INFO - Epoch(train) [22][3580/3757] lr: 9.668e-03 eta: 1 day, 19:25:08 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0639 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3216 loss: 3.3216 2022/06/25 17:10:47 - mmengine - INFO - Epoch(train) [22][3600/3757] lr: 9.668e-03 eta: 1 day, 19:25:01 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9823 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4134 loss: 3.4134 2022/06/25 17:10:52 - mmengine - INFO - Epoch(train) [22][3620/3757] lr: 9.668e-03 eta: 1 day, 19:24:56 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 3.7998 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1477 loss: 3.1477 2022/06/25 17:10:58 - mmengine - INFO - Epoch(train) [22][3640/3757] lr: 9.668e-03 eta: 1 day, 19:24:54 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.6053 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6717 loss: 3.6717 2022/06/25 17:11:03 - mmengine - INFO - Epoch(train) [22][3660/3757] lr: 9.668e-03 eta: 1 day, 19:24:48 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9026 loss: 2.9026 2022/06/25 17:11:08 - mmengine - INFO - Epoch(train) [22][3680/3757] lr: 9.668e-03 eta: 1 day, 19:24:42 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.1036 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3473 loss: 3.3473 2022/06/25 17:11:13 - mmengine - INFO - Epoch(train) [22][3700/3757] lr: 9.668e-03 eta: 1 day, 19:24:35 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 4.4316 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5726 loss: 3.5726 2022/06/25 17:11:19 - mmengine - INFO - Epoch(train) [22][3720/3757] lr: 9.668e-03 eta: 1 day, 19:24:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.4606 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1996 loss: 3.1996 2022/06/25 17:11:24 - mmengine - INFO - Epoch(train) [22][3740/3757] lr: 9.668e-03 eta: 1 day, 19:24:26 time: 0.237 data_time: 0.005 memory: 5036 grad_norm: 5.6220 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2318 loss: 3.2318 2022/06/25 17:11:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:11:28 - mmengine - INFO - Saving checkpoint at 22 epochs 2022/06/25 17:11:41 - mmengine - INFO - Epoch(val) [22][20/310] eta: 0:01:47 time: 0.103 data_time: 0.002 memory: 5036 2022/06/25 17:11:46 - mmengine - INFO - Epoch(val) [22][40/310] eta: 0:01:36 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 17:11:50 - mmengine - INFO - Epoch(val) [22][60/310] eta: 0:00:26 time: 0.113 data_time: 0.001 memory: 1723 2022/06/25 17:11:55 - mmengine - INFO - Epoch(val) [22][80/310] eta: 0:00:24 time: 0.107 data_time: 0.005 memory: 1723 2022/06/25 17:12:02 - mmengine - INFO - Epoch(val) [22][100/310] eta: 0:01:16 time: 0.107 data_time: 0.002 memory: 1723 2022/06/25 17:12:06 - mmengine - INFO - Epoch(val) [22][120/310] eta: 0:00:59 time: 0.109 data_time: 0.008 memory: 1723 2022/06/25 17:12:11 - mmengine - INFO - Epoch(val) [22][140/310] eta: 0:00:22 time: 0.105 data_time: 0.002 memory: 1723 2022/06/25 17:12:16 - mmengine - INFO - Epoch(val) [22][160/310] eta: 0:00:16 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 17:12:22 - mmengine - INFO - Epoch(val) [22][180/310] eta: 0:00:40 time: 0.111 data_time: 0.002 memory: 1723 2022/06/25 17:12:27 - mmengine - INFO - Epoch(val) [22][200/310] eta: 0:00:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 17:12:32 - mmengine - INFO - Epoch(val) [22][220/310] eta: 0:00:13 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 17:12:36 - mmengine - INFO - Epoch(val) [22][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 17:12:43 - mmengine - INFO - Epoch(val) [22][260/310] eta: 0:00:16 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 17:12:48 - mmengine - INFO - Epoch(val) [22][280/310] eta: 0:00:08 time: 0.111 data_time: 0.002 memory: 1723 2022/06/25 17:12:50 - mmengine - INFO - Epoch(val) [22][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/25 17:12:52 - mmengine - INFO - Epoch(val) [22][310/310] acc/top1: 0.3409 acc/top5: 0.6118 acc/mean1: 0.3408 2022/06/25 17:13:02 - mmengine - INFO - Epoch(train) [23][20/3757] lr: 9.636e-03 eta: 1 day, 19:24:34 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 4.7460 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3968 loss: 3.3968 2022/06/25 17:13:07 - mmengine - INFO - Epoch(train) [23][40/3757] lr: 9.636e-03 eta: 1 day, 19:24:28 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.2049 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5503 loss: 3.5503 2022/06/25 17:13:12 - mmengine - INFO - Epoch(train) [23][60/3757] lr: 9.636e-03 eta: 1 day, 19:24:22 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.4122 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0426 loss: 3.0426 2022/06/25 17:13:17 - mmengine - INFO - Epoch(train) [23][80/3757] lr: 9.636e-03 eta: 1 day, 19:24:16 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.7886 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8405 loss: 3.8405 2022/06/25 17:13:23 - mmengine - INFO - Epoch(train) [23][100/3757] lr: 9.636e-03 eta: 1 day, 19:24:12 time: 0.367 data_time: 0.003 memory: 5036 grad_norm: 4.4225 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 3.2755 loss: 3.2755 2022/06/25 17:13:28 - mmengine - INFO - Epoch(train) [23][120/3757] lr: 9.636e-03 eta: 1 day, 19:24:07 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7736 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2026 loss: 3.2026 2022/06/25 17:13:33 - mmengine - INFO - Epoch(train) [23][140/3757] lr: 9.636e-03 eta: 1 day, 19:24:01 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 4.8492 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4549 loss: 3.4549 2022/06/25 17:13:39 - mmengine - INFO - Epoch(train) [23][160/3757] lr: 9.636e-03 eta: 1 day, 19:23:55 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.6094 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2965 loss: 3.2965 2022/06/25 17:13:44 - mmengine - INFO - Epoch(train) [23][180/3757] lr: 9.636e-03 eta: 1 day, 19:23:52 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.3793 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3308 loss: 3.3308 2022/06/25 17:13:49 - mmengine - INFO - Epoch(train) [23][200/3757] lr: 9.636e-03 eta: 1 day, 19:23:45 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.0366 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1818 loss: 3.1818 2022/06/25 17:13:54 - mmengine - INFO - Epoch(train) [23][220/3757] lr: 9.636e-03 eta: 1 day, 19:23:40 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.5052 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1714 loss: 3.1714 2022/06/25 17:14:00 - mmengine - INFO - Epoch(train) [23][240/3757] lr: 9.636e-03 eta: 1 day, 19:23:34 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.3672 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0324 loss: 3.0324 2022/06/25 17:14:06 - mmengine - INFO - Epoch(train) [23][260/3757] lr: 9.636e-03 eta: 1 day, 19:23:33 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.1196 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0740 loss: 3.0740 2022/06/25 17:14:11 - mmengine - INFO - Epoch(train) [23][280/3757] lr: 9.636e-03 eta: 1 day, 19:23:27 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.9811 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3696 loss: 3.3696 2022/06/25 17:14:16 - mmengine - INFO - Epoch(train) [23][300/3757] lr: 9.636e-03 eta: 1 day, 19:23:21 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.9989 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4383 loss: 3.4383 2022/06/25 17:14:21 - mmengine - INFO - Epoch(train) [23][320/3757] lr: 9.636e-03 eta: 1 day, 19:23:14 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.1621 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3160 loss: 3.3160 2022/06/25 17:14:26 - mmengine - INFO - Epoch(train) [23][340/3757] lr: 9.636e-03 eta: 1 day, 19:23:11 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 4.2155 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2694 loss: 3.2694 2022/06/25 17:14:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:14:31 - mmengine - INFO - Epoch(train) [23][360/3757] lr: 9.636e-03 eta: 1 day, 19:23:04 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9377 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5094 loss: 3.5094 2022/06/25 17:14:37 - mmengine - INFO - Epoch(train) [23][380/3757] lr: 9.636e-03 eta: 1 day, 19:22:58 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.2510 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4090 loss: 3.4090 2022/06/25 17:14:42 - mmengine - INFO - Epoch(train) [23][400/3757] lr: 9.636e-03 eta: 1 day, 19:22:51 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6949 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8835 loss: 2.8835 2022/06/25 17:14:48 - mmengine - INFO - Epoch(train) [23][420/3757] lr: 9.636e-03 eta: 1 day, 19:22:50 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.5074 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5793 loss: 3.5793 2022/06/25 17:14:53 - mmengine - INFO - Epoch(train) [23][440/3757] lr: 9.636e-03 eta: 1 day, 19:22:43 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 3.8913 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0121 loss: 3.0121 2022/06/25 17:14:58 - mmengine - INFO - Epoch(train) [23][460/3757] lr: 9.636e-03 eta: 1 day, 19:22:37 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 3.9966 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4475 loss: 3.4475 2022/06/25 17:15:03 - mmengine - INFO - Epoch(train) [23][480/3757] lr: 9.636e-03 eta: 1 day, 19:22:32 time: 0.321 data_time: 0.006 memory: 5036 grad_norm: 4.3624 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0310 loss: 3.0310 2022/06/25 17:15:09 - mmengine - INFO - Epoch(train) [23][500/3757] lr: 9.636e-03 eta: 1 day, 19:22:29 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.5957 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5243 loss: 3.5243 2022/06/25 17:15:14 - mmengine - INFO - Epoch(train) [23][520/3757] lr: 9.636e-03 eta: 1 day, 19:22:26 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2566 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1992 loss: 3.1992 2022/06/25 17:15:19 - mmengine - INFO - Epoch(train) [23][540/3757] lr: 9.636e-03 eta: 1 day, 19:22:21 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 4.8421 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.1327 loss: 3.1327 2022/06/25 17:15:25 - mmengine - INFO - Epoch(train) [23][560/3757] lr: 9.636e-03 eta: 1 day, 19:22:14 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.7238 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1824 loss: 3.1824 2022/06/25 17:15:30 - mmengine - INFO - Epoch(train) [23][580/3757] lr: 9.636e-03 eta: 1 day, 19:22:09 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3884 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5687 loss: 3.5687 2022/06/25 17:15:35 - mmengine - INFO - Epoch(train) [23][600/3757] lr: 9.636e-03 eta: 1 day, 19:22:06 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.4980 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6452 loss: 3.6452 2022/06/25 17:15:41 - mmengine - INFO - Epoch(train) [23][620/3757] lr: 9.636e-03 eta: 1 day, 19:22:00 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.6351 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2941 loss: 3.2941 2022/06/25 17:15:46 - mmengine - INFO - Epoch(train) [23][640/3757] lr: 9.636e-03 eta: 1 day, 19:21:54 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 4.4186 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1780 loss: 3.1780 2022/06/25 17:15:51 - mmengine - INFO - Epoch(train) [23][660/3757] lr: 9.636e-03 eta: 1 day, 19:21:48 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.5502 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4669 loss: 3.4669 2022/06/25 17:15:56 - mmengine - INFO - Epoch(train) [23][680/3757] lr: 9.636e-03 eta: 1 day, 19:21:41 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 4.9639 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4226 loss: 3.4226 2022/06/25 17:16:01 - mmengine - INFO - Epoch(train) [23][700/3757] lr: 9.636e-03 eta: 1 day, 19:21:35 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.7326 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2654 loss: 3.2654 2022/06/25 17:16:06 - mmengine - INFO - Epoch(train) [23][720/3757] lr: 9.636e-03 eta: 1 day, 19:21:30 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 4.3623 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0253 loss: 3.0253 2022/06/25 17:16:12 - mmengine - INFO - Epoch(train) [23][740/3757] lr: 9.636e-03 eta: 1 day, 19:21:24 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.2859 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3037 loss: 3.3037 2022/06/25 17:16:17 - mmengine - INFO - Epoch(train) [23][760/3757] lr: 9.636e-03 eta: 1 day, 19:21:19 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.4430 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1446 loss: 3.1446 2022/06/25 17:16:22 - mmengine - INFO - Epoch(train) [23][780/3757] lr: 9.636e-03 eta: 1 day, 19:21:13 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 4.8460 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3132 loss: 3.3132 2022/06/25 17:16:27 - mmengine - INFO - Epoch(train) [23][800/3757] lr: 9.636e-03 eta: 1 day, 19:21:07 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 4.7576 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4922 loss: 3.4922 2022/06/25 17:16:32 - mmengine - INFO - Epoch(train) [23][820/3757] lr: 9.636e-03 eta: 1 day, 19:21:01 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.9978 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.9942 loss: 3.9942 2022/06/25 17:16:38 - mmengine - INFO - Epoch(train) [23][840/3757] lr: 9.636e-03 eta: 1 day, 19:20:56 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.9369 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5249 loss: 3.5249 2022/06/25 17:16:43 - mmengine - INFO - Epoch(train) [23][860/3757] lr: 9.636e-03 eta: 1 day, 19:20:50 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.4132 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7984 loss: 2.7984 2022/06/25 17:16:48 - mmengine - INFO - Epoch(train) [23][880/3757] lr: 9.636e-03 eta: 1 day, 19:20:44 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.8162 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2157 loss: 3.2157 2022/06/25 17:16:54 - mmengine - INFO - Epoch(train) [23][900/3757] lr: 9.636e-03 eta: 1 day, 19:20:42 time: 0.847 data_time: 0.002 memory: 5036 grad_norm: 4.5159 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3644 loss: 3.3644 2022/06/25 17:16:59 - mmengine - INFO - Epoch(train) [23][920/3757] lr: 9.636e-03 eta: 1 day, 19:20:37 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.2967 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3975 loss: 3.3975 2022/06/25 17:17:04 - mmengine - INFO - Epoch(train) [23][940/3757] lr: 9.636e-03 eta: 1 day, 19:20:31 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.8628 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1129 loss: 3.1129 2022/06/25 17:17:09 - mmengine - INFO - Epoch(train) [23][960/3757] lr: 9.636e-03 eta: 1 day, 19:20:24 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.1943 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5076 loss: 3.5076 2022/06/25 17:17:15 - mmengine - INFO - Epoch(train) [23][980/3757] lr: 9.636e-03 eta: 1 day, 19:20:19 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 4.4225 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9861 loss: 2.9861 2022/06/25 17:17:20 - mmengine - INFO - Epoch(train) [23][1000/3757] lr: 9.636e-03 eta: 1 day, 19:20:14 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.1135 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0240 loss: 3.0240 2022/06/25 17:17:25 - mmengine - INFO - Epoch(train) [23][1020/3757] lr: 9.636e-03 eta: 1 day, 19:20:07 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 5.4527 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2988 loss: 3.2988 2022/06/25 17:17:30 - mmengine - INFO - Epoch(train) [23][1040/3757] lr: 9.636e-03 eta: 1 day, 19:20:00 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.7310 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5197 loss: 3.5197 2022/06/25 17:17:35 - mmengine - INFO - Epoch(train) [23][1060/3757] lr: 9.636e-03 eta: 1 day, 19:19:55 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.6361 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4556 loss: 3.4556 2022/06/25 17:17:40 - mmengine - INFO - Epoch(train) [23][1080/3757] lr: 9.636e-03 eta: 1 day, 19:19:49 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.6621 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1456 loss: 3.1456 2022/06/25 17:17:46 - mmengine - INFO - Epoch(train) [23][1100/3757] lr: 9.636e-03 eta: 1 day, 19:19:43 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.8464 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2208 loss: 3.2208 2022/06/25 17:17:51 - mmengine - INFO - Epoch(train) [23][1120/3757] lr: 9.636e-03 eta: 1 day, 19:19:36 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.4929 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3200 loss: 3.3200 2022/06/25 17:17:56 - mmengine - INFO - Epoch(train) [23][1140/3757] lr: 9.636e-03 eta: 1 day, 19:19:33 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.7883 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1626 loss: 3.1626 2022/06/25 17:18:01 - mmengine - INFO - Epoch(train) [23][1160/3757] lr: 9.636e-03 eta: 1 day, 19:19:26 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.0034 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9135 loss: 2.9135 2022/06/25 17:18:06 - mmengine - INFO - Epoch(train) [23][1180/3757] lr: 9.636e-03 eta: 1 day, 19:19:20 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.2315 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2329 loss: 3.2329 2022/06/25 17:18:12 - mmengine - INFO - Epoch(train) [23][1200/3757] lr: 9.636e-03 eta: 1 day, 19:19:14 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3903 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4789 loss: 3.4789 2022/06/25 17:18:17 - mmengine - INFO - Epoch(train) [23][1220/3757] lr: 9.636e-03 eta: 1 day, 19:19:10 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.7894 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1078 loss: 3.1078 2022/06/25 17:18:22 - mmengine - INFO - Epoch(train) [23][1240/3757] lr: 9.636e-03 eta: 1 day, 19:19:03 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.5000 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4531 loss: 3.4531 2022/06/25 17:18:27 - mmengine - INFO - Epoch(train) [23][1260